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split_gain=2858.31 442.434 295.172 threshold=0.09450500000000002 -0.41023999999999994 0.080070000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.039483226100004605 -0.041319944038080134 -0.037864458154575772 -0.041059846932506805 leaf_weight=66.91313037276268 17.99053680896759 325.99987757205963 298.13665401935577 leaf_count=268 107 748 1691 internal_value=-0.0405983 -0.0380452 -0.0407708 internal_weight=0 343.99 365.05 internal_count=2814 855 1959 is_linear=0 shrinkage=0.0302493 Tree=1 num_leaves=4 num_cat=0 split_feature=3 4 13 split_gain=1882.49 902.386 215.296 threshold=-0.055684999999999991 0.28937500000000005 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026634892372499604 0.0027000071175743499 0.0028497617058585289 0.0015506951403645543 leaf_weight=350.73666439950466 211.37384250760078 48.120883613824844 114.58999632298946 leaf_count=1919 429 89 377 internal_value=0 0.000109718 0.00229609 internal_weight=0 398.858 325.964 internal_count=2814 2008 806 is_linear=0 shrinkage=0.000674904 Tree=2 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=2355.19 443.171 341.925 threshold=0.099115000000000023 0.080070000000000016 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013870651365749454 -0.00077856186418780312 -0.00051929604009011963 0.0027682645740865768 leaf_weight=89.118075430393219 16.125867024064064 305.38001897931099 328.77946329116821 leaf_count=313 97 1752 652 internal_value=0 -8.85981e-05 0.0026024 internal_weight=0 394.498 344.905 internal_count=2814 2065 749 is_linear=0 shrinkage=0.00075221 Tree=3 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=2133.6 319.878 276.48 threshold=0.09450500000000002 -0.41023999999999994 -0.044739999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028978469939654205 -0.00051629238606510502 0.0016309828122401564 0.00098284379136773562 leaf_weight=316.46598669886589 17.579020962119102 371.13057292997837 47.504180327057838 leaf_count=1789 107 748 170 internal_value=0 0.00153385 -0.000123643 internal_weight=0 388.71 363.97 internal_count=2814 855 1959 is_linear=0 shrinkage=0.000491975 Tree=4 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=2076.77 288.867 252.276 threshold=0.09450500000000002 0.085665000000000005 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036725912505551525 0.0020645478986219454 0.0008573500883918598 0.0016851782199684281 leaf_weight=331.58609707653522 305.03474852442741 95.143033593893051 23.432597145438194 leaf_count=1888 525 327 68 internal_value=0 0.00177759 -0.000231707 internal_weight=0 400.178 355.019 internal_count=2808 852 1956 is_linear=0 shrinkage=0.000604754 Tree=5 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=1903.61 269.351 238.981 threshold=0.09450500000000002 -0.41023999999999994 -0.00189 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042594936128387349 -0.00068890505261855618 0.0019319199388270472 0.0013606659922497327 leaf_weight=317.63368470966816 17.47893825173378 395.05337803065777 35.533107414841652 leaf_count=1841 105 747 115 internal_value=0 0.00182085 -0.000246129 internal_weight=0 412.532 353.167 internal_count=2808 852 1956 is_linear=0 shrinkage=0.000653497 Tree=6 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1931.95 393.129 242.473 threshold=0.099325000000000011 0.080070000000000016 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010945117445119463 -0.00067058772060852527 -0.00050906891716683358 0.002057364551860738 leaf_weight=85.793333873152733 14.800410345196722 300.52933531999588 361.87422196567059 leaf_count=298 89 1770 651 internal_value=0 -0.000152914 0.00195015 internal_weight=0 386.323 376.675 internal_count=2808 2068 740 is_linear=0 shrinkage=0.000660782 Tree=7 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=1763.39 247.178 225.807 threshold=0.09450500000000002 -0.41023999999999994 -0.00189 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040064168411810394 -0.00065213174735689991 0.0017595439243041611 0.0012402982558492924 leaf_weight=314.66229647397995 17.235156685113907 405.53880743682384 36.398138806223869 leaf_count=1841 105 747 115 internal_value=0 0.0016612 -0.00023045 internal_weight=0 422.774 351.06 internal_count=2808 852 1956 is_linear=0 shrinkage=0.000623872 Tree=8 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1613.24 565.187 156.045 threshold=0.078300000000000008 0.28937500000000005 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069166482226454859 -0.00035955545965710086 0.0020063013212256167 0.0018702916059130453 leaf_weight=51.491735398769379 351.00631454586983 45.369092702865601 341.01826736330986 leaf_count=200 1989 71 558 internal_value=0 -8.86761e-05 0.00171571 internal_weight=0 396.375 392.51 internal_count=2818 2060 758 is_linear=0 shrinkage=0.000630897 Tree=9 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1621.96 570.446 152.26 threshold=0.078300000000000008 0.28937500000000005 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066262132452464648 -0.00032980462368573023 0.0018846597556733207 0.0017497620312960248 leaf_weight=50.880494877696037 349.07626247406006 45.072441533207893 339.70824502408504 leaf_count=200 1989 71 558 internal_value=0 -7.6493e-05 0.00160818 internal_weight=0 394.149 390.589 internal_count=2818 2060 758 is_linear=0 shrinkage=0.000585908 Tree=10 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=1491.35 460.02 139.7 threshold=0.078300000000000008 0.121715 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006516020294672581 -0.00031753755276823093 0.0017335388447279299 0.001718827099823474 leaf_weight=51.871082052588463 348.51278300583363 45.473882988095284 349.30722703039646 leaf_count=200 1978 82 558 internal_value=0 -8.07301e-05 0.00158088 internal_weight=0 393.987 401.178 internal_count=2818 2060 758 is_linear=0 shrinkage=0.000606631 Tree=11 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=1550.39 248.643 243.13 threshold=0.092385000000000009 0.085845000000000019 -0.15426499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012723958164781372 0.0020950616530073709 0.00087430863166663335 -0.00047555203509123934 leaf_weight=46.95478281378746 334.92836190760136 113.73828375339508 292.8432215899229 leaf_count=162 528 393 1735 internal_value=0 0.00178565 -0.000233955 internal_weight=0 448.667 339.798 internal_count=2818 921 1897 is_linear=0 shrinkage=0.000713235 Tree=12 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=1377.17 258.702 223.616 threshold=0.099250000000000019 -0.030359999999999995 -0.40011499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032924707533099796 -0.00054192126204536978 0.00087587967893530824 0.0016008212045080016 leaf_weight=307.57401846349239 18.542409762740135 82.086765766143799 395.20638512074947 leaf_count=1805 107 275 641 internal_value=0 -7.5342e-05 0.00150477 internal_weight=0 389.661 413.749 internal_count=2828 2080 748 is_linear=0 shrinkage=0.000603175 Tree=13 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1291.41 475.771 141.06 threshold=0.080070000000000016 0.3180650000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038071213945081408 -0.0003137488152560148 0.0017688984825506935 0.0015833260875914904 leaf_weight=39.998185679316521 347.01262524724007 46.03399720788002 377.28674373030663 leaf_count=164 1995 69 600 internal_value=0 -6.97531e-05 0.00146807 internal_weight=0 393.047 417.285 internal_count=2828 2064 764 is_linear=0 shrinkage=0.000608818 Tree=14 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=1204.39 232.536 196.97 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=-0.00020394734250134557 -0.0004469516529251713 0.0014774027834797208 0.001433357212604793 leaf_weight=358.07593032717705 19.870238944888115 30.341343730688095 408.13633424043655 leaf_count=2018 111 62 637 internal_value=0 -7.2542e-05 0.00134605 internal_weight=0 388.417 428.007 internal_count=2828 2080 748 is_linear=0 shrinkage=0.000583305 Tree=15 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1144.22 436.615 120.505 threshold=0.080070000000000016 0.15756500000000004 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032031603197592453 -0.00032497728725286554 0.0011529104507680152 0.0012902654108208546 leaf_weight=40.396380499005318 322.60135518014431 69.360990658402443 389.52230344712734 leaf_count=164 1904 160 600 internal_value=0 -6.34094e-05 0.00119914 internal_weight=0 391.962 429.919 internal_count=2828 2064 764 is_linear=0 shrinkage=0.000534456 Tree=16 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=1233.66 333.654 138.758 threshold=0.099115000000000023 0.078300000000000008 0.27252000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00084587546627693411 0.0014211897783085864 -0.00036133448874045094 0.00032602873320287322 leaf_weight=97.257912933826447 395.00647281110287 296.08718845248222 40.839398100972176 leaf_count=299 606 1799 152 internal_value=0 -6.2815e-05 0.00131859 internal_weight=0 393.345 435.846 internal_count=2856 2098 758 is_linear=0 shrinkage=0.00056553 Tree=17 num_leaves=4 num_cat=0 split_feature=1 12 16 split_gain=1102.6 311.377 125.455 threshold=0.099115000000000023 0.078300000000000008 0.27252000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081896566195754103 0.0013578517717684182 -0.00036259063829192711 0.00030359636153670514 leaf_weight=99.122422501444817 405.46963131427765 292.94904996454716 41.320388734340668 leaf_count=299 606 1799 152 internal_value=0 -6.38475e-05 0.00126037 internal_weight=0 392.071 446.79 internal_count=2856 2098 758 is_linear=0 shrinkage=0.000576295 Tree=18 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1097.22 313.203 124.21 threshold=0.099115000000000023 0.078300000000000008 -0.24299999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00084385842419126811 5.410570684728088e-05 -0.00036960812288327468 0.0013671870932603662 leaf_weight=98.909777328372002 26.621005475521088 292.32331663370132 420.46625795960426 leaf_count=299 119 1799 639 internal_value=0 -6.27988e-05 0.00128901 internal_weight=0 391.233 447.087 internal_count=2856 2098 758 is_linear=0 shrinkage=0.000589499 Tree=19 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1102.54 316.247 123.972 threshold=0.099115000000000023 0.078300000000000008 -0.24299999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00084417462558837629 5.9009259052070272e-05 -0.00036635940039793374 0.0013609683812875011 leaf_weight=98.605096489191055 26.57329660654068 292.26266913115978 419.94341433048248 leaf_count=299 119 1799 639 internal_value=0 -6.09489e-05 0.00128349 internal_weight=0 390.868 446.517 internal_count=2856 2098 758 is_linear=0 shrinkage=0.000584548 Tree=20 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1220.9 540.929 144.759 threshold=0.080070000000000016 0.28937500000000005 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050595064321808591 -0.00045116071894795893 0.0019827024855894547 0.0018146885249598714 leaf_weight=50.297222763299942 341.04795451462269 55.646795034408569 372.058838352561 leaf_count=194 2013 81 577 internal_value=0 -0.000109669 0.00165886 internal_weight=0 396.695 422.356 internal_count=2865 2094 771 is_linear=0 shrinkage=0.000723921 Tree=21 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=1193.29 211.086 196.703 threshold=0.099115000000000023 -0.28430999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00075531732452637542 -0.00096217836138478749 0.00060339541237191413 0.00052842396293000405 leaf_weight=569.92955352365971 27.302701413631439 410.31954681873322 37.844560414552689 leaf_count=2056 105 640 64 internal_value=0 0.000505684 -0.000675368 internal_weight=0 437.622 607.774 internal_count=2865 745 2120 is_linear=0 shrinkage=0.000545361 Tree=22 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1092.21 475.255 133.503 threshold=0.080070000000000016 0.28937500000000005 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021198203270813678 -0.00044658952317037644 0.0012788964132105214 0.0011502982357580048 leaf_weight=56.535360977053642 393.01255171000957 60.112090110778809 400.93642535805702 leaf_count=194 2013 81 577 internal_value=0 -0.00021764 0.00103435 internal_weight=0 453.125 457.472 internal_count=2865 2094 771 is_linear=0 shrinkage=0.000571588 Tree=23 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=1175.83 427.239 181.441 threshold=0.078300000000000008 0.28937500000000005 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036930368042282445 -0.00082137853131631592 0.00071119819572353581 0.00061680114977055321 leaf_weight=62.101990759372711 541.57176297903061 57.493991866707802 377.03553840517998 leaf_count=183 2024 81 577 internal_value=0 -0.000674275 0.000477338 internal_weight=0 599.066 439.138 internal_count=2865 2105 760 is_linear=0 shrinkage=0.000534613 Tree=24 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=1080.86 204.793 178.018 threshold=0.094090000000000021 -0.32783999999999996 -0.15426499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064748305056852432 -0.00079173079577752562 0.00099322660517734904 -0.00055481526032721666 leaf_weight=52.330896645784378 25.28883321583271 480.64163266122341 383.03387871384621 leaf_count=142 120 739 1798 internal_value=0 0.000903979 -0.000410277 internal_weight=0 505.93 435.365 internal_count=2799 859 1940 is_linear=0 shrinkage=0.000611522 Tree=25 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1038.98 214.152 174.843 threshold=0.099515000000000006 0.083325000000000024 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035401746534281532 -0.00083511872225197246 -0.00064880658703527036 0.0011253549330284311 leaf_weight=131.52789054811001 21.385898038744926 348.68438197672367 438.63301508128643 leaf_count=377 103 1692 627 internal_value=0 -0.000374135 0.00103418 internal_weight=0 480.212 460.019 internal_count=2799 2069 730 is_linear=0 shrinkage=0.000669719 Tree=26 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=992.74 206.848 166.706 threshold=0.099515000000000006 0.083325000000000024 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029889788334467931 -0.0007159203810057018 -0.00055524084326609132 0.00095205970785919856 leaf_weight=131.93818639218807 21.131918981671333 345.12949907779694 439.12250865995884 leaf_count=377 103 1692 627 internal_value=0 -0.000319017 0.00087545 internal_weight=0 477.068 460.254 internal_count=2799 2069 730 is_linear=0 shrinkage=0.000580242 Tree=27 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=1050.99 192.637 135.838 threshold=0.094090000000000021 -0.32783999999999996 -0.12032499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055545153676726897 -0.00074650847081038395 0.00095588615676615851 -0.00050566715117530774 leaf_weight=47.750548824667931 24.581053718924522 481.26936356723309 382.90356792509556 leaf_count=150 120 739 1790 internal_value=0 0.000873136 -0.000387992 internal_weight=0 505.85 430.654 internal_count=2799 859 1940 is_linear=0 shrinkage=0.000593318 Tree=28 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=1063.02 237.734 173.422 threshold=0.099115000000000023 0.080070000000000016 -0.40011499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046221650000938908 -0.00069822823929943287 -0.00049147102757051309 0.0010344845865856147 leaf_weight=117.1019741743803 20.47895935177803 367.15016043186188 462.7591816931963 leaf_count=305 102 1771 667 internal_value=0 -0.000260841 0.00096103 internal_weight=0 484.252 483.238 internal_count=2845 2076 769 is_linear=0 shrinkage=0.000582847 Tree=29 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=941.438 221.551 158.345 threshold=0.099115000000000023 0.080070000000000016 -0.40011499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060922718802423675 -0.0009838153208432932 -0.00068421627820854179 0.0013491273746629099 leaf_weight=118.08272235095501 20.438095435500145 364.04708734154701 465.54506640136242 leaf_count=305 102 1771 667 internal_value=0 -0.000367416 0.00125098 internal_weight=0 482.13 485.983 internal_count=2845 2076 769 is_linear=0 shrinkage=0.000820589 Tree=30 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=899.424 213.164 110.843 threshold=0.099115000000000023 0.080070000000000016 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042614881105531742 0.0010023075492508857 -0.00048494826473713751 0.00023851666468195165 leaf_weight=118.5454091578722 407.19123664498329 360.74401170015335 78.819030210375786 leaf_count=305 571 1771 198 internal_value=0 -0.000259593 0.000878454 internal_weight=0 479.289 486.01 internal_count=2845 2076 769 is_linear=0 shrinkage=0.000589489 Tree=31 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=977.756 229.402 169.593 threshold=0.099115000000000023 0.080070000000000016 -0.40011499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050185879429608452 -0.00080705577038536823 -0.00055563044363949481 0.0011069036825252828 leaf_weight=117.70044334232807 21.007776498794556 366.80282646417618 465.29210165143013 leaf_count=305 102 1771 667 internal_value=0 -0.000298725 0.00102419 internal_weight=0 484.503 486.3 internal_count=2845 2076 769 is_linear=0 shrinkage=0.000659113 Tree=32 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=940.688 343.043 110.581 threshold=0.078300000000000008 0.28937500000000005 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034933424367913733 -0.00057870059102969743 0.0013167595641215262 0.001196698844340453 leaf_weight=95.303025767207146 422.26870055496693 53.436320722103119 388.94226171076298 leaf_count=269 2005 69 528 internal_value=0 -0.000365738 0.00102995 internal_weight=0 475.705 484.245 internal_count=2871 2074 797 is_linear=0 shrinkage=0.000704938 Tree=33 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=898.958 264.033 106.657 threshold=0.078300000000000008 -0.17549499999999998 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025268563856383831 0.00073631584411907453 -0.00056642261902162033 0.0010848381266695022 leaf_weight=81.122102722525597 82.664697885513306 389.54973545670509 403.2361799031496 leaf_count=236 198 1876 561 internal_value=0 -0.000338348 0.000945482 internal_weight=0 472.214 484.358 internal_count=2871 2074 797 is_linear=0 shrinkage=0.000662124 Tree=34 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=859.501 322.459 102.844 threshold=0.078300000000000008 0.28937500000000005 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034058622738104773 -0.0005814634194785174 0.0013141378701493885 0.0011810460175830919 leaf_weight=95.880842640995979 415.7153714299202 53.46466039121151 388.35167880356312 leaf_count=269 2005 69 528 internal_value=0 -0.000365409 0.00101465 internal_weight=0 469.18 484.233 internal_count=2871 2074 797 is_linear=0 shrinkage=0.000726672 Tree=35 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=822.291 247.977 99.3396 threshold=0.078300000000000008 0.11829500000000003 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010304539573148439 -0.00052980671249304651 0.00094566080332898284 0.0010455083359423142 leaf_weight=59.090957790613174 404.94195112586021 60.73768638074398 424.72041477262974 leaf_count=181 1969 105 616 internal_value=0 -0.000337333 0.000930408 internal_weight=0 465.68 483.811 internal_count=2871 2074 797 is_linear=0 shrinkage=0.000681023 Tree=36 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=872.679 329.58 119.419 threshold=0.080070000000000016 0.28937500000000005 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.0593919652409326e-05 -0.00051907357512451994 0.0011620754312725817 0.0010549735630303338 leaf_weight=60.505847722291946 404.11815205216408 55.842301785945892 423.25905172526836 leaf_count=189 1968 74 590 internal_value=0 -0.000314931 0.000933113 internal_weight=0 459.96 483.765 internal_count=2821 2042 779 is_linear=0 shrinkage=0.000648731 Tree=37 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=977.695 184.532 175.056 threshold=0.099115000000000023 0.080070000000000016 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5887917969435664e-05 -0.000924535957564057 -0.00072419362203620806 0.00048800792445604654 leaf_weight=124.95175294578075 22.705856889486313 459.62520296871662 396.20326396822929 leaf_count=309 92 1761 659 internal_value=0 -0.000579214 0.000411406 internal_weight=0 584.577 418.909 internal_count=2821 2070 751 is_linear=0 shrinkage=0.000494924 Tree=38 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=835.789 310.205 70.63 threshold=0.080070000000000016 0.28937500000000005 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00094738980823547625 -0.00053397577765483344 0.00098865419370032493 0.00046647838644799957 leaf_weight=302.64333082735538 427.51726759970188 55.463070183992386 178.11345203220844 leaf_count=409 1968 74 370 internal_value=0 -0.000359092 0.000769245 internal_weight=0 482.98 480.757 internal_count=2821 2042 779 is_linear=0 shrinkage=0.000605824 Tree=39 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=808.04 198.706 129.497 threshold=0.098395000000000024 0.080070000000000016 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032973543938642942 -0.00056361510588038308 -0.00060541574991035602 0.00088522588141895855 leaf_weight=123.9831685423851 26.552979961037636 361.83289554715157 446.40547756850719 leaf_count=304 112 1759 646 internal_value=0 -0.000366756 0.000803865 internal_weight=0 485.816 472.958 internal_count=2821 2063 758 is_linear=0 shrinkage=0.000637525 Tree=40 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=921.908 191.649 142.717 threshold=0.099325000000000011 0.080070000000000016 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032728061882223981 -0.00064302770618643735 -0.00056681225676200248 0.00094278108693534809 leaf_weight=124.19391697645187 23.224527150392532 376.63063059747219 456.06897881627083 leaf_count=309 102 1797 646 internal_value=0 -0.000345092 0.000865917 internal_weight=0 500.825 479.294 internal_count=2854 2106 748 is_linear=0 shrinkage=0.000624188 Tree=41 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=906.759 192.677 136.329 threshold=0.099515000000000006 0.080070000000000016 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030045697399583618 -0.00058838020531780833 -0.00052451154505185507 0.00086089879107060434 leaf_weight=125.65895974636078 22.721390798687935 379.69989079236984 452.82020224630833 leaf_count=313 100 1800 641 internal_value=0 -0.000319377 0.000791631 internal_weight=0 505.359 475.542 internal_count=2854 2113 741 is_linear=0 shrinkage=0.000577512 Tree=42 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=748.146 307.552 75.0273 threshold=0.080070000000000016 0.15756500000000004 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010380669888564661 -0.00058907637947781452 0.00082010289012075246 0.0004903894472227169 leaf_weight=297.33053667843342 406.40508839488029 84.003560990095139 180.93349903821945 leaf_count=400 1911 164 379 internal_value=0 -0.000347671 0.000830901 internal_weight=0 490.409 478.264 internal_count=2854 2075 779 is_linear=0 shrinkage=0.000670495 Tree=43 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=792.094 150.756 86.2229 threshold=0.099515000000000006 0.067395000000000024 0.25682500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039227374765308794 0.00079988992874163169 0.00078436759827953952 -1.0841875595362876e-05 leaf_weight=458.23776209354401 421.85608652234077 37.457010269165039 46.314232558012009 leaf_count=2027 597 86 144 internal_value=0 -0.000303334 0.00071969 internal_weight=0 495.695 468.17 internal_count=2854 2113 741 is_linear=0 shrinkage=0.000564036 Tree=44 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=734.642 311.689 109.172 threshold=0.074370000000000006 0.3180650000000001 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8603549081020656e-06 -0.00046730709830040002 0.00089631971855115003 0.00076727064577973743 leaf_weight=66.062923848628998 420.41372084617615 58.056738004088402 416.77304083108902 leaf_count=192 1986 77 598 internal_value=0 -0.000301818 0.000662823 internal_weight=0 478.47 482.836 internal_count=2853 2063 790 is_linear=0 shrinkage=0.000551737 Tree=45 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=830.308 174.742 102.02 threshold=0.099115000000000023 0.062580000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044657755077390156 -0.00031313606650672281 0.0008947347316515912 0.00086574221315994951 leaf_weight=454.9723402261734 29.483612716197968 39.827233195304871 453.00730435550213 leaf_count=1999 87 84 683 internal_value=0 -0.000338583 0.000793695 internal_weight=0 494.8 482.491 internal_count=2853 2083 770 is_linear=0 shrinkage=0.00061417 Tree=46 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=722.743 175.037 138.831 threshold=0.099115000000000023 0.083325000000000024 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024626621538167997 -0.00071813107943208645 -0.0005640844690296045 0.00081763633617896103 leaf_weight=142.73365615308285 23.370377495884895 341.58176961541176 451.06542645394802 leaf_count=380 108 1703 662 internal_value=0 -0.000325264 0.00074196 internal_weight=0 484.315 474.436 internal_count=2853 2083 770 is_linear=0 shrinkage=0.00061457 Tree=47 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=857.562 202.7 147.738 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=0.00034873914680684791 -0.0006713736083827751 -0.00053553793293880053 0.00087306913405004263 leaf_weight=121.95134034752846 22.978034853935242 368.78886786103249 460.98110707104206 leaf_count=301 108 1782 662 internal_value=0 -0.000315786 0.000799717 internal_weight=0 490.74 483.959 internal_count=2853 2083 770 is_linear=0 shrinkage=0.000594621 Tree=48 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=792.239 267.8 87.4429 threshold=0.078300000000000008 0.28937500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010783817121546623 -0.00053543058005454231 0.0010897030486585366 0.00048364098537218128 leaf_weight=294.80092270672321 422.37198519706726 50.182984933257103 174.002411454916 leaf_count=387 1963 67 367 internal_value=0 -0.000362812 0.000857665 internal_weight=0 472.555 468.803 internal_count=2784 2030 754 is_linear=0 shrinkage=0.000665202 Tree=49 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=751.816 164.317 159.269 threshold=0.092675000000000021 0.053395000000000005 0.085845000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065328725017906042 0.001073818939606561 0.0011451864698998923 0.00012712239365575992 leaf_weight=372.52705949544907 393.44830064475536 30.520188763737679 131.81110599637032 leaf_count=1785 545 68 386 internal_value=0 -0.000517053 0.000836264 internal_weight=0 403.047 525.259 internal_count=2784 1853 931 is_linear=0 shrinkage=0.000745369 Tree=50 num_leaves=4 num_cat=0 split_feature=1 12 0 split_gain=850.545 170.32 163.611 threshold=0.092770000000000005 0.085440000000000016 0.053395000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050294105549004335 0.00088653470431671977 0.00013927573474605714 0.00087015327718840301 leaf_weight=378.99804502725601 397.58036740124226 133.7428240776062 30.766334667801857 leaf_count=1791 539 386 68 internal_value=0 0.000698449 -0.000399809 internal_weight=0 531.323 409.764 internal_count=2784 925 1859 is_linear=0 shrinkage=0.000572791 Tree=51 num_leaves=4 num_cat=0 split_feature=1 12 4 split_gain=774.129 160.836 129.19 threshold=0.092770000000000005 0.085440000000000016 -0.16267499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052248872940653397 0.00081894195769795133 0.00011159163507038709 -0.00049217877828751865 leaf_weight=43.552355244755745 393.15271592140198 133.46176992356777 362.47626237571239 leaf_count=116 539 386 1743 internal_value=0 0.000639686 -0.000383322 internal_weight=0 526.614 406.029 internal_count=2784 925 1859 is_linear=0 shrinkage=0.000556734 Tree=52 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=764.071 264.856 113.456 threshold=0.078300000000000008 0.28937500000000005 0.089825000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3858536251156983e-05 -0.00041102246324771036 0.00086380298877744934 0.00077319211468837058 leaf_weight=71.610903635621071 434.27001838386059 50.298689439892769 397.104810744524 leaf_count=207 2018 68 559 internal_value=0 -0.000278666 0.000663298 internal_weight=0 484.569 468.716 internal_count=2852 2086 766 is_linear=0 shrinkage=0.000526013 Tree=53 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=692.967 246.318 102.257 threshold=0.078300000000000008 0.28937500000000005 0.089825000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0879330990251642e-05 -0.00054686238394571621 0.001133975859890754 0.0010018209493440735 leaf_weight=71.588378712534904 427.55208097398281 49.942930936813354 392.3553422242403 leaf_count=207 2018 68 559 internal_value=0 -0.000371019 0.000858182 internal_weight=0 477.495 463.944 internal_count=2852 2086 766 is_linear=0 shrinkage=0.000716301 Tree=54 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=733.124 253.336 102.901 threshold=0.078300000000000008 0.28937500000000005 0.089825000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.3976951508685276e-05 -0.00046395504529146209 0.00097957035559503099 0.00087911317925949098 leaf_weight=71.023528024554253 429.20916040241718 50.226605743169785 395.8030568510294 leaf_count=207 2018 68 559 internal_value=0 -0.000312696 0.000758149 internal_weight=0 479.436 466.827 internal_count=2852 2086 766 is_linear=0 shrinkage=0.000608251 Tree=55 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=674.519 238.456 98.8252 threshold=0.078300000000000008 0.28937500000000005 0.089825000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1368404020381222e-05 -0.00050534257515667434 0.0010480450982810275 0.00093059042636852677 leaf_weight=71.486350059509277 424.66096770763397 49.844279497861862 391.4809248149395 leaf_count=207 2018 68 559 internal_value=0 -0.000342132 0.000797927 internal_weight=0 474.505 462.967 internal_count=2852 2086 766 is_linear=0 shrinkage=0.000671978 Tree=56 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=693.774 144.943 141.226 threshold=0.094405000000000003 -0.40306999999999998 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055798348167904806 -0.00093824739863959423 0.00090600032396977181 0.00099528633774374786 leaf_weight=397.60579666495323 23.398512348532677 469.46601061522961 33.172810405492783 leaf_count=1891 113 735 76 internal_value=0 0.000818413 -0.000438333 internal_weight=0 492.865 430.779 internal_count=2815 848 1967 is_linear=0 shrinkage=0.000723411 Tree=57 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=666.692 144.234 134.707 threshold=0.092385000000000009 0.049460000000000011 0.085845000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053142945054325021 0.00090281838601691451 0.00089699708762098118 0.00012587041538024405 leaf_weight=376.21233476698399 381.24894477427006 33.023897036910057 128.11047612130642 leaf_count=1832 537 74 372 internal_value=0 -0.000416124 0.000707418 internal_weight=0 409.236 509.359 internal_count=2815 1906 909 is_linear=0 shrinkage=0.0006555 Tree=58 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=773.992 153.975 137.313 threshold=0.094405000000000003 -0.40306999999999998 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038819109759790455 -0.000640902221639804 0.00065665313833472279 0.00065468712133951519 leaf_weight=404.1055621355772 23.62445056438446 477.10662953555584 33.668652907013893 leaf_count=1891 113 735 76 internal_value=0 0.000595412 -0.00030796 internal_weight=0 500.731 437.774 internal_count=2815 848 1967 is_linear=0 shrinkage=0.000496267 Tree=59 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=651.536 139.24 129.841 threshold=0.094405000000000003 -0.40306999999999998 0.049460000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055772262961395458 -0.00095599245287043778 0.00090467212282828197 0.00095888648799085535 leaf_weight=392.40542162954807 23.211547926068306 466.53605461120605 33.705996200442314 leaf_count=1891 113 735 76 internal_value=0 0.000816452 -0.000437719 internal_weight=0 489.748 426.111 internal_count=2815 848 1967 is_linear=0 shrinkage=0.000741702 Tree=60 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=851.962 201.239 118.837 threshold=0.10100500000000003 0.078300000000000008 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028574255387425708 -0.00056556624194292998 -0.00049573484162407984 0.00077133898524160325 leaf_weight=125.98325192928314 19.741105332970619 365.54316444694996 440.73451495170593 leaf_count=312 93 1779 632 internal_value=0 -0.000295431 0.000714003 internal_weight=0 491.526 460.476 internal_count=2816 2091 725 is_linear=0 shrinkage=0.000533254 Tree=61 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=682.241 165.94 99.7198 threshold=0.10100500000000003 0.062580000000000011 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044092674138075574 -0.00053603480209165482 0.00083653291904920541 0.00081123235818867051 leaf_weight=430.92979548871517 22.270712241530418 43.092361196875572 424.98834405839443 leaf_count=2002 100 89 625 internal_value=0 -0.000324767 0.000744127 internal_weight=0 474.022 447.259 internal_count=2816 2091 725 is_linear=0 shrinkage=0.000620807 Tree=62 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=818.343 142.224 138.772 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063981049882914486 -0.00076067272684109848 0.0003178612981324037 0.00047755900525851217 leaf_weight=533.60855780541897 25.380008608102798 43.990090325474739 360.48942047357559 leaf_count=2002 97 89 628 internal_value=0 -0.000566866 0.000396082 internal_weight=0 577.599 385.869 internal_count=2816 2091 725 is_linear=0 shrinkage=0.000511987 Tree=63 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=822.487 141.276 135.99 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061415130112196976 -0.00072112509666320758 0.00030947811067995172 0.00046698001031972189 leaf_weight=533.56219650804996 25.300939008593559 44.025813043117523 362.46218511462212 leaf_count=2002 97 89 628 internal_value=0 -0.000543741 0.000389426 internal_weight=0 577.588 387.763 internal_count=2816 2091 725 is_linear=0 shrinkage=0.000495625 Tree=64 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=822.123 272.646 135.413 threshold=0.078300000000000008 0.3180650000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011257744500607132 -0.00043064719208239826 0.00072980549811426613 0.00065534404411969561 leaf_weight=59.164137646555901 454.4375714212656 50.645667731761932 409.34275610744953 leaf_count=180 1983 69 588 internal_value=0 -0.000314263 0.000558369 internal_weight=0 505.083 468.507 internal_count=2820 2052 768 is_linear=0 shrinkage=0.000474485 Tree=65 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=676.415 236.763 116.118 threshold=0.078300000000000008 0.14953500000000003 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001826525440132918 -0.00068219653255234178 0.00065269924617076863 0.00089059993918052063 leaf_weight=59.132326796650887 408.7509517967701 81.192963838577271 392.90085397660732 leaf_count=180 1876 176 588 internal_value=0 -0.000460962 0.000750202 internal_weight=0 489.944 452.033 internal_count=2820 2052 768 is_linear=0 shrinkage=0.000714074 Tree=66 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=678.298 136.14 133.111 threshold=0.092385000000000009 0.062580000000000011 -0.050489999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053938969710750088 9.9992744629127321e-05 0.00068752160688564717 0.00077188364220066191 leaf_weight=403.84923726320267 149.60215018689632 35.197958365082741 359.07220724225044 leaf_count=1823 402 74 521 internal_value=0 -0.000441004 0.00057429 internal_weight=0 439.047 508.674 internal_count=2820 1897 923 is_linear=0 shrinkage=0.000598447 Tree=67 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=657.903 231.292 112.729 threshold=0.078300000000000008 0.12485500000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015731087598776526 -0.00054619101459824006 0.00092106850706230256 0.00077909075944856639 leaf_weight=59.052631661295891 439.76957048475742 47.492240279912949 390.98676404356956 leaf_count=180 1983 69 588 internal_value=0 -0.00040315 0.000656218 internal_weight=0 487.262 450.039 internal_count=2820 2052 768 is_linear=0 shrinkage=0.000631744 Tree=68 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=675.989 146.865 106.111 threshold=0.10100500000000003 0.078300000000000008 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019446264889551283 -0.00073917887583912698 -0.00060943309033686184 0.00077617538600725506 leaf_weight=129.47603109478951 20.629825532436371 381.3175605237484 410.10362295806408 leaf_count=320 94 1825 624 internal_value=0 -0.000405662 0.000703568 internal_weight=0 510.794 430.733 internal_count=2863 2145 718 is_linear=0 shrinkage=0.000652186 Tree=69 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=801.781 171.642 134.042 threshold=0.09939000000000002 0.062580000000000011 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051261370043942031 -0.00089471938976517617 0.00077579145996348241 0.00078185869330032174 leaf_weight=467.1517881155014 18.686535969376564 42.408358514308929 438.53669376671314 leaf_count=2029 90 90 654 internal_value=0 -0.000405361 0.000713303 internal_weight=0 509.56 457.223 internal_count=2863 2119 744 is_linear=0 shrinkage=0.000613306 Tree=70 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=737.142 165.464 126.026 threshold=0.09939000000000002 0.078300000000000008 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023072393914499599 -0.00089305978311787337 -0.00059912791739109405 0.00076289063692078186 leaf_weight=122.51914250850677 18.489952683448792 382.16169402003288 433.26560747623444 leaf_count=303 90 1816 654 internal_value=0 -0.000397667 0.000695079 internal_weight=0 504.681 451.756 internal_count=2863 2119 744 is_linear=0 shrinkage=0.000621419 Tree=71 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=670.851 146.398 103.451 threshold=0.10100500000000003 0.078300000000000008 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017817596307230504 -0.00065445291498551317 -0.00054423031184322283 0.00069883792170891449 leaf_weight=129.61480230093002 20.408083632588387 379.37356348335743 410.55136705935001 leaf_count=320 94 1825 624 internal_value=0 -0.000360268 0.000634727 internal_weight=0 508.988 430.959 internal_count=2863 2145 718 is_linear=0 shrinkage=0.000586863 Tree=72 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=605.916 139.774 103.893 threshold=0.099250000000000019 0.080070000000000016 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022086815691721209 0.00083445115468550122 -0.00060456774128814564 -6.5465798460699953e-05 leaf_weight=121.64314149320126 359.96389248967171 361.0440436899662 67.583932265639305 leaf_count=304 550 1759 180 internal_value=0 -0.000396547 0.000692202 internal_weight=0 482.687 427.548 internal_count=2793 2063 730 is_linear=0 shrinkage=0.000666007 Tree=73 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=710.239 153.032 121.709 threshold=0.099250000000000019 0.062580000000000011 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043714243215656917 -0.00071602141647688928 0.00076036273163230432 0.0006825919229463582 leaf_weight=459.68650068342686 20.12105904519558 35.485653266310692 420.39870642125607 leaf_count=1988 93 75 637 internal_value=0 -0.000351299 0.000618681 internal_weight=0 495.172 440.52 internal_count=2793 2063 730 is_linear=0 shrinkage=0.00055573 Tree=74 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=593.351 136.398 100.492 threshold=0.099250000000000019 0.080070000000000016 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019409483971823379 0.00074298458612109244 -0.00053905900573905121 -5.1778571029695247e-05 leaf_weight=121.79209677875042 358.73388908803463 358.93836298584938 67.7891496270895 leaf_count=304 550 1759 180 internal_value=0 -0.000353316 0.000616673 internal_weight=0 480.73 426.523 internal_count=2793 2063 730 is_linear=0 shrinkage=0.000598656 Tree=75 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=681.571 153.042 123.323 threshold=0.099250000000000019 0.080070000000000016 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023532004071748366 -0.00084347008402582398 -0.0006025049141942546 0.0007925671070265881 leaf_weight=121.86516554653645 20.273122012615204 368.30582189559937 419.45202726125717 leaf_count=304 93 1759 637 internal_value=0 -0.000394206 0.000717106 internal_weight=0 490.171 439.725 internal_count=2793 2063 730 is_linear=0 shrinkage=0.000648092 Tree=76 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=601.202 243.146 86.5461 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2849778572802127e-05 -0.00056955999530307973 0.00088896044002449086 0.00073595147800910592 leaf_weight=59.466898694634438 421.12715749442577 52.632906153798103 389.12817242741585 leaf_count=177 1989 75 611 internal_value=0 -0.000407495 0.000626084 internal_weight=0 473.76 448.595 internal_count=2852 2064 788 is_linear=0 shrinkage=0.000639881 Tree=77 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=598.671 242.419 85.8882 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6180309038543431e-05 -0.00060579842585428386 0.00094877510705381591 0.00078519074450496956 leaf_weight=59.439002126455307 420.23272387683392 52.632141873240471 389.37672810256481 leaf_count=177 1989 75 611 internal_value=0 -0.000432736 0.000668467 internal_weight=0 472.865 448.816 internal_count=2852 2064 788 is_linear=0 shrinkage=0.000682959 Tree=78 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=748.139 291.809 98.7346 threshold=0.080070000000000016 0.28937500000000005 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010957003096885405 -0.00048022052973109461 0.00079958958014401656 0.00070818276231984637 leaf_weight=94.441912740468979 435.24122752249241 54.888557866215706 374.19736443459988 leaf_count=258 1989 75 530 internal_value=0 -0.000336872 0.000587557 internal_weight=0 490.13 468.639 internal_count=2852 2064 788 is_linear=0 shrinkage=0.000523129 Tree=79 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=648.552 258.894 87.6596 threshold=0.080070000000000016 0.28937500000000005 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.8850372127094741e-05 -0.00051420788260630546 0.00082256689503221647 0.00071860971467410152 leaf_weight=94.80307412147522 426.81219634413719 53.666674762964249 361.85875596106052 leaf_count=258 1989 75 530 internal_value=0 -0.000364871 0.000589957 internal_weight=0 480.479 456.662 internal_count=2852 2064 788 is_linear=0 shrinkage=0.000573712 Tree=80 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=560.206 150.152 98.9315 threshold=0.10100500000000003 -0.11327499999999999 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054341077572625269 -0.00067876162381932991 -0.00047742491362812118 0.00075606349390938633 leaf_weight=70.923809126019478 21.442145109176636 436.94977386295795 396.55974374711514 leaf_count=201 95 1948 612 internal_value=0 -0.000334852 0.000682434 internal_weight=0 507.874 418.002 internal_count=2856 2149 707 is_linear=0 shrinkage=0.000650832 Tree=81 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=539.338 226.209 96.8164 threshold=0.040165000000000006 0.3180650000000001 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010046056586099156 -0.00050506366123429902 0.00092289183714796533 0.00074873577386003903 leaf_weight=64.083838358521461 425.04973937571049 50.716278716921806 380.5071659386158 leaf_count=190 2008 71 587 internal_value=0 -0.000352814 0.000626333 internal_weight=0 475.766 444.591 internal_count=2856 2079 777 is_linear=0 shrinkage=0.000639182 Tree=82 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=639.12 257.746 103.949 threshold=0.040165000000000006 0.3180650000000001 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.427087679996785e-05 -0.00037308603166662344 0.00068580809704515955 0.00056606706567019808 leaf_weight=63.786055848002434 439.23975120484829 52.271899744868279 394.40881176292896 leaf_count=190 2008 71 587 internal_value=0 -0.000260451 0.00047971 internal_weight=0 491.512 458.195 internal_count=2856 2079 777 is_linear=0 shrinkage=0.000450859 Tree=83 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=531.693 143.978 94.4427 threshold=0.10100500000000003 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057219759262924449 0.00086891200326370745 -0.00050373263945560512 -3.5377935677382048e-05 leaf_weight=71.080483660101891 345.44818031787872 432.48332691192627 67.830680176615715 leaf_count=201 528 1948 179 internal_value=0 -0.000351844 0.000720498 internal_weight=0 503.564 413.279 internal_count=2856 2149 707 is_linear=0 shrinkage=0.000700669 Tree=84 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=647.851 147.14 142.435 threshold=0.094655000000000017 -0.41023999999999994 -0.044739999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038751140799247146 -0.00062934332780139972 0.00054585075809714817 0.00038651582565078107 leaf_weight=395.73876836895943 24.293007954955101 459.95664900541306 59.216761633753777 leaf_count=1829 112 730 152 internal_value=0 0.000486873 -0.000286752 internal_weight=0 484.25 454.956 internal_count=2823 842 1981 is_linear=0 shrinkage=0.000465523 Tree=85 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=661.56 249.437 108.538 threshold=0.040165000000000006 0.28937500000000005 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8577807093489268e-05 -0.00040515363417203417 0.00069002600121558129 0.00063345347741528512 leaf_weight=60.728109747171402 432.88313467800617 56.1141327470541 393.82553231716156 leaf_count=183 1986 79 575 internal_value=0 -0.000279456 0.000539664 internal_weight=0 488.997 454.554 internal_count=2823 2065 758 is_linear=0 shrinkage=0.000488804 Tree=86 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=542.246 136.876 123.428 threshold=0.09258000000000001 -0.044739999999999995 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054069224051642281 -0.00086047510228865289 0.00052507562006749654 0.00065756816678972632 leaf_weight=365.98464930057526 22.78252711892128 56.430465430021286 466.62503933906555 leaf_count=1767 107 146 803 internal_value=0 -0.000398299 0.000586871 internal_weight=0 422.415 489.408 internal_count=2823 1913 910 is_linear=0 shrinkage=0.000637047 Tree=87 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=607.809 233.031 102.415 threshold=0.040165000000000006 0.28937500000000005 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.2981586516091605e-05 -0.00045341311496319093 0.00076402018700229713 0.00069696626884401707 leaf_weight=60.657299637794495 425.14174389839172 55.308820426464081 385.89523759484291 leaf_count=183 1986 79 575 internal_value=0 -0.000313239 0.000591023 internal_weight=0 480.451 446.553 internal_count=2823 2065 758 is_linear=0 shrinkage=0.000558007 Tree=88 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=707.634 182.639 104.261 threshold=0.10100500000000003 0.083325000000000024 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021699301950853226 -0.00041683627239361132 -0.00054410407601213702 0.00076469914310142771 leaf_weight=156.50433827936649 27.31588026881218 353.43033368885517 430.35655923187733 leaf_count=409 107 1713 626 internal_value=0 -0.000310516 0.000694166 internal_weight=0 509.935 457.672 internal_count=2855 2122 733 is_linear=0 shrinkage=0.000586566 Tree=89 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=821.478 202.914 110.013 threshold=0.10100500000000003 0.080070000000000016 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002156606588488913 -0.0003239385156298233 -0.0004443263494187108 0.00064848425518547546 leaf_weight=141.15431363880634 27.354603484272957 383.08596615493298 439.73828263580799 leaf_count=342 107 1780 626 internal_value=0 -0.00026662 0.000591525 internal_weight=0 524.24 467.093 internal_count=2855 2122 733 is_linear=0 shrinkage=0.000470574 Tree=90 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=770.937 181.218 108.932 threshold=0.10100500000000003 0.062580000000000011 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036101930504445424 -0.00034737616716234364 0.00065280822270531063 0.00064526081540967407 leaf_weight=475.12977249920368 27.521636322140694 45.20394042134285 434.32003855705261 leaf_count=2032 107 90 626 internal_value=0 -0.000272922 0.000586097 internal_weight=0 520.334 461.842 internal_count=2855 2122 733 is_linear=0 shrinkage=0.000483943 Tree=91 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=600.879 213.925 93.3879 threshold=0.080070000000000016 0.28937500000000005 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2986655360831677e-05 -0.00055239058236812404 0.00095101650358444883 0.00086464777894598038 leaf_weight=92.897903189063072 419.17021298408508 50.335514038801193 375.96836888790131 leaf_count=256 1978 71 550 internal_value=0 -0.000391179 0.000711766 internal_weight=0 469.506 468.866 internal_count=2855 2049 806 is_linear=0 shrinkage=0.00068917 Tree=92 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=590.452 143.559 107.864 threshold=0.10113500000000002 -0.11327499999999999 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005549108913290604 -0.00084602253723697451 -0.00052872904838500859 0.00080055288330411047 leaf_weight=66.016277119517326 19.439836055040359 418.00634457170963 402.19225138425827 leaf_count=188 94 1917 620 internal_value=0 -0.000380914 0.000724601 internal_weight=0 484.023 421.632 internal_count=2819 2105 714 is_linear=0 shrinkage=0.000682967 Tree=93 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=404.469 287.294 4.91903 threshold=0.28937500000000005 -0.018084999999999997 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088871485610468603 0.00083989570802711329 -0.0003655101894836351 0.0010864372690870231 leaf_weight=122.3198883831501 62.564115524291992 557.50689782202244 157.39962537586689 leaf_count=200 97 2315 207 internal_value=0 -0.000139821 0.00101639 internal_weight=0 679.827 219.964 internal_count=2819 2515 304 is_linear=0 shrinkage=0.000741165 Tree=94 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=555.174 138.359 95.3165 threshold=0.10113500000000002 -0.11327499999999999 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052936974838549888 -0.00061909303939855964 -0.00050289836211849577 0.00076319557553991199 leaf_weight=66.144799709320068 23.192464172840118 413.27766111493111 392.49862706661224 leaf_count=188 103 1917 611 internal_value=0 -0.000360463 0.000686049 internal_weight=0 479.422 415.691 internal_count=2819 2105 714 is_linear=0 shrinkage=0.000662742 Tree=95 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=534.61 138.593 91.8499 threshold=0.10113500000000002 0.080070000000000016 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026138898320611698 -0.00066557827207916942 -0.00062144782191911308 0.00082115569963144681 leaf_weight=126.76792258024216 23.024018794298172 350.11579255759716 389.33602413535118 leaf_count=313 103 1792 611 internal_value=0 -0.000386766 0.000738117 internal_weight=0 476.884 412.36 internal_count=2819 2105 714 is_linear=0 shrinkage=0.000723489 Tree=96 num_leaves=4 num_cat=0 split_feature=1 49 52 split_gain=490.422 134.14 102.083 threshold=0.10100500000000003 -0.020454999999999997 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039271751502389788 -0.00080046624429966318 -0.00044667177179385104 0.00061236549356446439 leaf_weight=75.698331326246262 17.815071806311607 394.14441898465157 395.09317688643932 leaf_count=215 92 1874 646 internal_value=0 -0.000311424 0.000551374 internal_weight=0 469.843 412.908 internal_count=2827 2089 738 is_linear=0 shrinkage=0.000577587 Tree=97 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=598.464 146.961 116.082 threshold=0.10100500000000003 0.082095000000000015 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018932748516745879 -0.00081678110561073146 -0.00052615725256083344 0.00067745128979633637 leaf_weight=134.70263777673244 18.367428317666054 349.11114895343781 415.62805703282356 leaf_count=349 92 1740 646 internal_value=0 -0.000326954 0.00061418 internal_weight=0 483.814 433.995 internal_count=2827 2089 738 is_linear=0 shrinkage=0.000581897 Tree=98 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=569.186 144.758 111.969 threshold=0.10100500000000003 0.082095000000000015 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015676793191609476 -0.00068085092589536286 -0.00043865224621132145 0.00055164445671080687 leaf_weight=134.42729480564594 18.259696409106255 347.30629041790962 410.65535217523575 leaf_count=349 92 1740 646 internal_value=0 -0.000272501 0.000499147 internal_weight=0 481.734 428.915 internal_count=2827 2089 738 is_linear=0 shrinkage=0.000487208 Tree=99 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=599.165 149.8 114.044 threshold=0.10100500000000003 0.082095000000000015 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015514025865476827 -0.00066937518778043892 -0.00043850584219586416 0.00055166674446713987 leaf_weight=134.82963116466999 18.310161247849464 352.44209721684456 414.84774616360664 leaf_count=349 92 1740 646 internal_value=0 -0.000274242 0.000500024 internal_weight=0 487.272 433.158 internal_count=2827 2089 738 is_linear=0 shrinkage=0.000479005 Tree=100 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=557.659 172.506 79.0245 threshold=0.078300000000000008 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000198370024047703 -0.00067870053601781278 0.0010290214626366171 0.00090756202905193783 leaf_weight=48.213959142565727 414.47703219950199 43.107323095202446 370.27231822907925 leaf_count=150 2048 65 597 internal_value=0 -0.000517786 0.000780144 internal_weight=0 457.584 418.486 internal_count=2860 2113 747 is_linear=0 shrinkage=0.000812612 Tree=101 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=536.933 166.28 76.9482 threshold=0.078300000000000008 0.28937500000000005 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3957116162256152e-05 -0.00052328635867315062 0.0007926996100535629 0.00072772893777220068 leaf_weight=74.209109604358673 410.89854061603546 42.772077694535255 341.48013450205326 leaf_count=213 2048 65 534 internal_value=0 -0.000399187 0.000600312 internal_weight=0 453.671 415.689 internal_count=2860 2113 747 is_linear=0 shrinkage=0.000635312 Tree=102 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=578.775 178.328 83.9654 threshold=0.078300000000000008 0.28937500000000005 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1721262013856293e-06 -0.00051569226337874936 0.00079082741104694162 0.0007287665677038614 leaf_weight=74.451600149273872 420.88273139297962 43.78469255566597 350.50761725008488 leaf_count=213 2048 65 534 internal_value=0 -0.000392554 0.000602527 internal_weight=0 464.667 424.959 internal_count=2860 2113 747 is_linear=0 shrinkage=0.000616245 Tree=103 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=611.604 185.546 81.5441 threshold=0.078300000000000008 0.28937500000000005 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.94463976071459e-05 -0.00048094057159045082 0.00073666566344335414 0.00068167509009485667 leaf_weight=73.910047426819801 422.98680117726326 44.045203357934952 353.24790871143341 leaf_count=213 2048 65 534 internal_value=0 -0.000366084 0.000568828 internal_weight=0 467.032 427.158 internal_count=2860 2113 747 is_linear=0 shrinkage=0.000564674 Tree=104 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=543.224 244.718 74.7413 threshold=0.040165000000000006 0.14953500000000003 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2391894804989398e-05 -0.00053935983856818906 0.00057976560689684483 0.00069784267688181498 leaf_weight=68.506445750594139 385.93670633435249 82.875439003109932 347.01552595198154 leaf_count=198 1897 181 531 internal_value=0 -0.000341508 0.000586488 internal_weight=0 468.812 415.522 internal_count=2807 2078 729 is_linear=0 shrinkage=0.000590955 Tree=105 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=589.197 229.52 108.63 threshold=0.040165000000000006 0.28937500000000005 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024088356541898871 -0.00059817044558236904 0.00059466336693719953 0.00045252382519978533 leaf_weight=70.11335876584053 506.73753620684147 43.862490966916084 292.28607687354088 leaf_count=198 2008 70 531 internal_value=0 -0.000503128 0.000318365 internal_weight=0 550.6 362.399 internal_count=2807 2078 729 is_linear=0 shrinkage=0.000500333 Tree=106 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=672.615 276.384 92.1465 threshold=0.040165000000000006 0.28937500000000005 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3162507038329534e-07 -0.00043109410714830187 0.00072332897661893034 0.00060084848367852428 leaf_weight=69.015547275543213 444.84716664254665 52.488658726215363 359.55011302232742 leaf_count=198 2008 70 531 internal_value=0 -0.000309234 0.000504179 internal_weight=0 497.336 428.566 internal_count=2807 2078 729 is_linear=0 shrinkage=0.000475869 Tree=107 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=619.593 263.705 90.272 threshold=0.040165000000000006 0.14953500000000003 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.7108440466920109e-05 -0.00044154482152767015 0.00043449332022919737 0.0005465104024245705 leaf_weight=69.423780903220177 409.38614186644554 84.638203859329224 352.93817406892776 leaf_count=198 1897 181 531 internal_value=0 -0.000291448 0.000453872 internal_weight=0 494.024 422.362 internal_count=2807 2078 729 is_linear=0 shrinkage=0.00045183 Tree=108 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=619.748 181.151 127.845 threshold=0.099470000000000017 0.062580000000000011 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039464794796763362 -0.00075482570251894383 0.00070949812911269973 0.00061893227606072397 leaf_weight=453.52330251038074 19.390327587723732 44.665946289896965 417.73965902626514 leaf_count=1980 94 89 644 internal_value=0 -0.000295631 0.000557964 internal_weight=0 498.189 437.13 internal_count=2807 2069 738 is_linear=0 shrinkage=0.000523209 Tree=109 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=501.706 190.295 85.9267 threshold=0.079570000000000016 0.3180650000000001 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3178595494316574e-05 -0.00056028416272750636 0.00096112635682298617 0.00080576790159248772 leaf_weight=79.197672262787819 414.01168932020664 46.223571091890335 357.09960599243641 leaf_count=227 1954 66 560 internal_value=0 -0.000407448 0.000657117 internal_weight=0 460.235 436.297 internal_count=2807 2020 787 is_linear=0 shrinkage=0.000711304 Tree=110 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=695.776 184.787 131.422 threshold=0.099470000000000017 0.062580000000000011 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038013641020137335 -0.00069437201383948323 0.00064579119084999938 0.00059484622155932883 leaf_weight=464.9748754799366 19.338185727596283 45.068327382206917 425.03084217011929 leaf_count=1980 94 89 644 internal_value=0 -0.000289463 0.000538714 internal_weight=0 510.043 444.369 internal_count=2807 2069 738 is_linear=0 shrinkage=0.000483843 Tree=111 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=661.728 238.936 99.6159 threshold=0.079570000000000016 0.3180650000000001 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0673632195699541e-05 -0.00051293516268908178 0.00089199935038129698 0.00076724394243331132 leaf_weight=78.626123294234276 436.89510460197926 49.094611153006554 381.29444161057472 leaf_count=227 1954 66 560 internal_value=0 -0.000370979 0.00063962 internal_weight=0 485.99 459.921 internal_count=2807 2020 787 is_linear=0 shrinkage=0.000603917 Tree=112 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=542.256 119.523 117.787 threshold=0.10100500000000003 0.080070000000000016 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018059863498463889 -0.001002341615530675 -0.0007213750839037956 0.00088629960796822959 leaf_weight=132.5177860558033 22.805135011672974 348.55013424158096 397.71466787159443 leaf_count=338 107 1746 638 internal_value=0 -0.000472915 0.000783836 internal_weight=0 481.068 420.52 internal_count=2829 2084 745 is_linear=0 shrinkage=0.000808442 Tree=113 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=695.508 155.438 143.213 threshold=0.10100500000000003 0.080070000000000016 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015517079827170657 -0.00075975473689507682 -0.00050172319852764249 0.00063128870711612762 leaf_weight=133.18020607531071 21.116686001420021 370.74883237481117 425.92082019150257 leaf_count=338 101 1746 644 internal_value=0 -0.000328118 0.00056555 internal_weight=0 503.929 447.038 internal_count=2829 2084 745 is_linear=0 shrinkage=0.000521564 Tree=114 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=636.035 137.128 131.218 threshold=0.10100500000000003 0.080070000000000016 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014001376590596214 -0.0007359490852001544 -0.00051404615743500144 0.00064345009222753426 leaf_weight=132.81261104345322 22.00112672150135 361.92088703811169 413.69845068454742 leaf_count=338 105 1746 640 internal_value=0 -0.000338463 0.000573767 internal_weight=0 494.733 435.7 internal_count=2829 2084 745 is_linear=0 shrinkage=0.000550566 Tree=115 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=539.614 119.487 115.421 threshold=0.10100500000000003 0.080070000000000016 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014065616372914994 -0.00076214986909435112 -0.00055369473297628012 0.00068136850315587245 leaf_weight=132.64666378498077 22.673079967498779 347.90015222132206 397.90232816338539 leaf_count=338 107 1746 638 internal_value=0 -0.000362033 0.000603518 internal_weight=0 480.547 420.575 internal_count=2829 2084 745 is_linear=0 shrinkage=0.000622502 Tree=116 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=599.543 218.183 97.7899 threshold=0.078300000000000008 0.15756500000000004 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3330911636882236e-05 -0.00049265992669253727 0.00049051220437641371 0.00063078366290434209 leaf_weight=74.760245576500893 398.48337884247303 75.309947729110718 371.21343943476677 leaf_count=216 1919 158 564 internal_value=0 -0.00033637 0.000519459 internal_weight=0 473.793 445.974 internal_count=2857 2077 780 is_linear=0 shrinkage=0.00052978 Tree=117 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=661.486 232.261 105.878 threshold=0.078300000000000008 0.15756500000000004 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3880259063483875e-05 -0.0004759999013539786 0.00046535302220069723 0.00061065527408506203 leaf_weight=74.931999340653419 408.97475926578045 76.3251051902771 378.70473395287991 leaf_count=216 1919 158 564 internal_value=0 -0.000327937 0.000504194 internal_weight=0 485.3 453.637 internal_count=2857 2077 780 is_linear=0 shrinkage=0.000495428 Tree=118 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=607.941 216.935 98.3612 threshold=0.078300000000000008 0.12968000000000005 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.4572345939300955e-05 -0.00045992372799989241 0.00083085494217691083 0.00064509563859540685 leaf_weight=74.786728888750076 434.67293508350849 41.714321881532669 371.87753060460091 leaf_count=216 2018 59 564 internal_value=0 -0.000346869 0.0005313 internal_weight=0 476.387 446.664 internal_count=2857 2077 780 is_linear=0 shrinkage=0.000540772 Tree=119 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=555.666 205.526 93.4502 threshold=0.078300000000000008 0.15756500000000004 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.7125866745537667e-05 -0.00066229652834891132 0.00064733380290622397 0.00082777244292091073 leaf_weight=74.890430688858032 393.08316679298878 74.061062097549438 362.72989185154438 leaf_count=216 1919 158 564 internal_value=0 -0.00045465 0.000676343 internal_weight=0 467.144 437.62 internal_count=2857 2077 780 is_linear=0 shrinkage=0.000721221 Tree=120 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=615.471 138.641 128.418 threshold=0.09450500000000002 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037727161301234384 -0.00057917102643564324 0.00060538140719757578 0.00051413827000912533 leaf_weight=418.86689019203186 24.993362218141556 34.286252677440643 462.02346237003803 leaf_count=1905 116 75 757 internal_value=0 -0.0003029 0.00045801 internal_weight=0 453.153 487.017 internal_count=2853 1980 873 is_linear=0 shrinkage=0.000469926 Tree=121 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=677.447 143.518 140.729 threshold=0.09450500000000002 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036248170237820383 -0.00056171352121773806 0.00050041922269249855 0.00055681003535192313 leaf_weight=426.83332096040249 25.792664766311646 469.1088732033968 34.600280731916428 leaf_count=1905 116 757 75 internal_value=0 0.000445045 -0.000293529 internal_weight=0 494.902 461.434 internal_count=2853 873 1980 is_linear=0 shrinkage=0.000438504 Tree=122 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=704.29 205.115 82.5933 threshold=0.10384000000000002 1.0000000180025095e-35 0.084695000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050887232265218107 0.00049075969291447982 0.0004518440202767652 -8.4537013728023391e-05 leaf_weight=560.27632810175419 288.50700518488884 51.087289646267891 64.302463233470917 leaf_count=2111 486 87 169 internal_value=0 -0.000428581 0.000385908 internal_weight=0 611.364 352.809 internal_count=2853 2198 655 is_linear=0 shrinkage=0.000459051 Tree=123 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=632.085 136.323 135.398 threshold=0.09450500000000002 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042604125115416587 -0.00065486437303715966 0.00055272904861091723 0.0006231447665263571 leaf_weight=427.5405089110136 25.829445645213127 460.3236880004406 34.80396668612957 leaf_count=1905 116 757 75 internal_value=0 0.000488546 -0.000347039 internal_weight=0 486.153 462.344 internal_count=2853 873 1980 is_linear=0 shrinkage=0.000511638 Tree=124 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=526.147 204.992 103.488 threshold=0.080070000000000016 0.14953500000000003 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7954080607028394e-05 -0.00063255779683935661 0.00060037936034392999 0.00079168670845796481 leaf_weight=77.979409277439117 392.06738363206387 80.057291746139526 372.15446592867374 leaf_count=229 1881 178 584 internal_value=0 -0.000423475 0.000637571 internal_weight=0 472.125 450.134 internal_count=2872 2059 813 is_linear=0 shrinkage=0.000702203 Tree=125 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=620.563 228.276 114.405 threshold=0.080070000000000016 0.14953500000000003 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8979579467583623e-05 -0.00045717731372115736 0.00043164926364093736 0.00058861767825223968 leaf_weight=77.924682170152664 405.51070126891136 82.756369918584824 388.08582298457623 leaf_count=229 1881 178 584 internal_value=0 -0.000306519 0.000480331 internal_weight=0 488.267 466.011 internal_count=2872 2059 813 is_linear=0 shrinkage=0.000487749 Tree=126 num_leaves=4 num_cat=0 split_feature=1 12 3 split_gain=602.433 147.715 107.627 threshold=0.092385000000000009 0.085845000000000019 -0.12032499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035647340938864771 0.00067118770540520306 -4.0995349824866369e-06 -0.00049336414371453337 leaf_weight=51.967438697814941 381.1341345012188 134.5160233527422 380.97688516974449 leaf_count=152 572 398 1750 internal_value=0 0.000495034 -0.000391345 internal_weight=0 515.65 432.944 internal_count=2872 970 1902 is_linear=0 shrinkage=0.000554022 Tree=127 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=518.495 200.736 79.6336 threshold=0.080070000000000016 0.14953500000000003 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00088449822869957723 -0.00063257810701118546 0.00059636307771336649 0.00027599813387055614 leaf_weight=269.38261552155018 390.38770508766174 80.377107828855515 179.95277306437492 leaf_count=409 1881 178 404 internal_value=0 -0.000422736 0.000640824 internal_weight=0 470.765 449.335 internal_count=2872 2059 813 is_linear=0 shrinkage=0.00070822 Tree=128 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=485.478 213.55 80.5941 threshold=0.040165000000000006 0.28937500000000005 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078554526582918366 -0.00051680642415838666 0.00083691465566021754 0.0002201904285192942 leaf_weight=251.31078253686428 426.01288698613644 51.907150819897652 166.52472147345543 leaf_count=381 2019 75 378 internal_value=0 -0.00036975 0.000560248 internal_weight=0 477.92 417.836 internal_count=2853 2094 759 is_linear=0 shrinkage=0.000630221 Tree=129 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=668.695 138.089 110.977 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=-0.00056158985726004196 0.0004897458786675494 0.00037868880633159998 -0.00022912731179709612 leaf_weight=531.91644357144833 302.55104739964008 41.416795298457146 64.018719300627708 leaf_count=2054 538 77 184 internal_value=0 -0.000493655 0.000364195 internal_weight=0 573.333 366.57 internal_count=2853 2131 722 is_linear=0 shrinkage=0.000496074 Tree=130 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=540.635 139.424 96.0917 threshold=0.10100500000000003 0.062580000000000011 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059886790205224626 -0.00085451633305889528 0.00088058879946703247 0.00081103051664296931 leaf_weight=454.62250848114491 21.457350626587868 40.683896258473396 376.63501328229904 leaf_count=2044 103 87 619 internal_value=0 -0.000477318 0.00072122 internal_weight=0 495.306 398.092 internal_count=2853 2131 722 is_linear=0 shrinkage=0.0007658 Tree=131 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=628.11 148.725 109.48 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051603253021206526 -0.00064647723691464774 0.0007531632652484539 0.00072803403027999717 leaf_weight=465.13657459616661 25.041211500763893 40.776580438017845 388.95158350467682 leaf_count=2044 110 87 612 internal_value=0 -0.000413711 0.000644868 internal_weight=0 505.913 413.993 internal_count=2853 2131 722 is_linear=0 shrinkage=0.000637349 Tree=132 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=515.732 166.853 73.7005 threshold=0.078300000000000008 0.3180650000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00088933035555020248 -0.00059761031282783183 0.00086915553206469063 0.00028255606231999687 leaf_weight=249.35487179458141 421.12831750512123 44.354463204741478 177.30055582523346 leaf_count=383 1998 68 397 internal_value=0 -0.000457817 0.000637204 internal_weight=0 465.483 426.655 internal_count=2846 2066 780 is_linear=0 shrinkage=0.000719439 Tree=133 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=669.24 211.282 96.9833 threshold=0.078300000000000008 0.3180650000000001 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4607202311906414e-05 -0.00038432087821144888 0.00056697313541415279 0.00051394836865811572 leaf_weight=72.997408360242844 446.8289896696806 47.246265754103661 379.20191894471645 leaf_count=206 1998 68 574 internal_value=0 -0.000293334 0.000427013 internal_weight=0 494.075 452.199 internal_count=2846 2066 780 is_linear=0 shrinkage=0.000427871 Tree=134 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=503.106 179.788 78.3727 threshold=0.078300000000000008 0.12485500000000001 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7516763039777756e-05 -0.0005818601186218398 0.0009952088912112318 0.00076009882155391112 leaf_weight=72.914588019251823 423.36591222882271 39.743083268404007 352.43265919387341 leaf_count=206 2006 60 574 internal_value=0 -0.000446484 0.000621658 internal_weight=0 463.109 425.347 internal_count=2846 2066 780 is_linear=0 shrinkage=0.000709095 Tree=135 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=603.264 199.625 90.2071 threshold=0.078300000000000008 0.12485500000000001 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.890459695533975e-05 -0.00041635922923616276 0.00070519664465983989 0.00056241389583009294 leaf_weight=72.962662115693092 440.1840922087431 40.972277894616127 370.42675310373306 leaf_count=206 2006 60 574 internal_value=0 -0.00032083 0.000465111 internal_weight=0 481.156 443.389 internal_count=2846 2066 780 is_linear=0 shrinkage=0.000486091 Tree=136 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=642.868 201.478 92.0231 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.2059241610959438e-05 -0.00039750688303360332 0.00056691907862003977 0.00049897836390049889 leaf_weight=59.824012935161591 431.10884404182434 45.566249966621399 390.11314652860165 leaf_count=176 1953 66 612 internal_value=0 -0.000305297 0.000421723 internal_weight=0 476.675 449.937 internal_count=2807 2019 788 is_linear=0 shrinkage=0.000436247 Tree=137 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=606.004 138.261 133.922 threshold=0.099115000000000023 -0.40306999999999998 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038945139796438141 -0.00073369360413576734 0.00055067597410610766 0.00059750564072528827 leaf_weight=456.52194979786873 21.48756992816925 406.08372674882412 36.135480687022209 leaf_count=1986 103 643 75 internal_value=0 0.0004861 -0.00031704 internal_weight=0 427.571 492.657 internal_count=2807 746 2061 is_linear=0 shrinkage=0.000493618 Tree=138 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=557.31 180.396 81.656 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010978391450981837 -0.00052743271661276933 0.00075566219726080951 0.00065286391048052046 leaf_weight=59.654286876320839 418.60301642119884 44.485412135720253 378.60485836863518 leaf_count=176 1953 66 612 internal_value=0 -0.000404149 0.000549055 internal_weight=0 463.088 438.259 internal_count=2807 2019 788 is_linear=0 shrinkage=0.000605896 Tree=139 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=499.658 163.144 74.7005 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012270193308878854 -0.00057593989178396626 0.00081311135199778936 0.00069775151546371168 leaf_weight=59.572172030806541 408.05994196236134 43.163492694497108 366.54733082652092 leaf_count=176 1953 66 612 internal_value=0 -0.000443036 0.00058305 internal_weight=0 451.223 426.12 internal_count=2807 2019 788 is_linear=0 shrinkage=0.000679569 Tree=140 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=415.167 284.633 102.211 threshold=-0.059315 -0.10072999999999999 -0.0025749999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042616632178871136 0.00083757184567370105 -0.00074621437513658459 0.0001239356424978401 leaf_weight=146.89774464070797 266.88380202651024 321.51821358501911 154.19753544032574 leaf_count=400 444 1630 375 internal_value=0 -0.000378547 0.00057626 internal_weight=0 468.416 421.081 internal_count=2849 2030 819 is_linear=0 shrinkage=0.000697815 Tree=141 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=509.071 157.947 57.5234 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=-0.00051998087302451593 0.00086088569647357525 0.00085141782250143364 0.0001310869287564849 leaf_weight=465.81341476738453 299.62314221262932 48.552996397018433 69.738072589039803 leaf_count=2118 480 78 173 internal_value=0 -0.000390503 0.000723108 internal_weight=0 514.366 369.361 internal_count=2849 2196 653 is_linear=0 shrinkage=0.000723697 Tree=142 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=490.278 143.803 56.0997 threshold=0.10384000000000002 0.081135000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023390271415032855 0.0010006423450388308 -0.00074993544139328821 0.00015101401153958308 leaf_weight=154.62679409980774 296.71934741735458 356.51558937132359 69.674626469612122 leaf_count=378 480 1818 173 internal_value=0 -0.000452315 0.000839091 internal_weight=0 511.142 366.394 internal_count=2849 2196 653 is_linear=0 shrinkage=0.000852048 Tree=143 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=472.325 149.596 59.8076 threshold=0.10384000000000002 1.0000000180025095e-35 -0.24997999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044754118455679999 -0.00045938015915431745 0.00073918622740976655 0.00068445825705618806 leaf_weight=459.4166175276041 19.839842975139618 48.169910177588463 343.57489398121834 leaf_count=2118 84 78 569 internal_value=0 -0.000334897 0.000621992 internal_weight=0 507.587 363.415 internal_count=2849 2196 653 is_linear=0 shrinkage=0.000640764 Tree=144 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=589.159 196.745 88.7934 threshold=0.080070000000000016 0.12545500000000001 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8985362563005082e-05 -0.00043593871978082779 0.00072969454248756412 0.00059317314657354519 leaf_weight=85.700971305370331 432.2853444814682 40.388624623417854 347.02253712713718 leaf_count=235 2019 59 530 internal_value=0 -0.000336313 0.000479461 internal_weight=0 472.674 432.724 internal_count=2843 2078 765 is_linear=0 shrinkage=0.00050516 Tree=145 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=466.79 176.256 72.6166 threshold=0.080070000000000016 -0.028049999999999995 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6470101516946812e-05 0.00059420997195992645 -0.0006110067758127685 0.00074160559353310754 leaf_weight=85.464633464813232 68.163427963852882 379.25925822556019 323.96243746578693 leaf_count=235 191 1887 530 internal_value=0 -0.000427378 0.000592335 internal_weight=0 447.423 409.427 internal_count=2843 2078 765 is_linear=0 shrinkage=0.000690115 Tree=146 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=607.317 209.368 85.475 threshold=0.080070000000000016 0.12545500000000001 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8004986085800106e-05 -0.00032384373282943996 0.00056125048602822516 0.00044605657699058933 leaf_weight=85.360692664980888 435.36495454609394 41.038991123437881 350.92562884092331 leaf_count=235 2019 59 530 internal_value=0 -0.000247579 0.000364268 internal_weight=0 476.404 436.286 internal_count=2843 2078 765 is_linear=0 shrinkage=0.000374677 Tree=147 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=557.304 193.924 79.8376 threshold=0.080070000000000016 0.12545500000000001 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8116048399614129e-05 -0.00051676389254124886 0.00087696304106561827 0.00069514925153497085 leaf_weight=85.401232287287712 427.76367054879665 40.332487553358078 341.23041436076164 leaf_count=235 2019 59 530 internal_value=0 -0.000396646 0.000563635 internal_weight=0 468.096 426.632 internal_count=2843 2078 765 is_linear=0 shrinkage=0.000607729 Tree=148 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=397.457 142.765 105.586 threshold=0.10100500000000003 0.062580000000000011 0.083670000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040417253889096192 0.00065857641663975321 0.00079252562263414452 -0.00016290070820192227 leaf_weight=434.88344016671181 310.36949157714844 38.440194100141525 67.511298611760139 leaf_count=2015 524 81 192 internal_value=0 -0.000306957 0.000511812 internal_weight=0 473.324 377.881 internal_count=2812 2096 716 is_linear=0 shrinkage=0.000595341 Tree=149 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=382.514 140.959 102.334 threshold=0.10100500000000003 -0.12032499999999997 0.083670000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077339106703226798 0.00093844664992775669 -0.00061849221862792458 -0.0002296704640115824 leaf_weight=61.876023590564728 307.45554447174072 408.97996552288532 67.585180923342705 leaf_count=172 524 1924 192 internal_value=0 -0.000435558 0.000727942 internal_weight=0 470.856 375.041 internal_count=2812 2096 716 is_linear=0 shrinkage=0.000859562 Tree=150 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=556.956 158.496 117.308 threshold=0.10100500000000003 -0.0051099999999999991 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030668155665141881 -0.0005340459347539764 0.00037977176032313962 0.0004373923994294666 leaf_weight=444.78506478667259 20.175295263528824 58.808401554822922 391.49642944335938 leaf_count=1959 94 137 622 internal_value=0 -0.000226508 0.000389761 internal_weight=0 503.593 411.672 internal_count=2812 2096 716 is_linear=0 shrinkage=0.000393017 Tree=151 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=507.288 180.751 73.8351 threshold=0.080070000000000016 0.3180650000000001 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052711228213709336 -0.00040469350218746872 0.00066537703486662823 -0.000164811657489774 leaf_weight=385.8426335901022 427.94557553529739 44.647400885820389 44.012233406305313 leaf_count=652 1974 64 122 internal_value=0 -0.000303578 0.000456263 internal_weight=0 472.593 429.855 internal_count=2812 2038 774 is_linear=0 shrinkage=0.000506172 Tree=152 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=552.299 201.771 96.6498 threshold=0.040165000000000006 0.14953500000000003 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3397719775457253e-05 -0.00040511303129582235 0.00037577908790080612 0.00053234604593030118 leaf_weight=81.534693762660027 401.01370213925838 81.044013127684593 349.99273554980755 leaf_count=228 1911 178 533 internal_value=0 -0.000273819 0.000429235 internal_weight=0 482.058 431.527 internal_count=2850 2089 761 is_linear=0 shrinkage=0.000451429 Tree=153 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=583.916 205.469 96.6939 threshold=0.040165000000000006 0.12545500000000001 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.5398248739875042e-06 -0.00032861937749653489 0.00058426213665337329 0.00047196317829768542 leaf_weight=81.418472006917 447.63964219391346 42.446697607636452 352.8489071726799 leaf_count=228 2028 61 533 internal_value=0 -0.000249534 0.000382067 internal_weight=0 490.086 434.267 internal_count=2850 2089 761 is_linear=0 shrinkage=0.000396618 Tree=154 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=570.428 198.537 97.3168 threshold=0.040165000000000006 0.12545500000000001 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3727608457067529e-05 -0.00041679107707061688 0.00073842742421929679 0.00060435287087645965 leaf_weight=81.453327909111977 443.47805339097977 42.286615818738937 351.4832122027874 leaf_count=228 2028 61 533 internal_value=0 -0.000316202 0.000488071 internal_weight=0 485.765 432.937 internal_count=2850 2089 761 is_linear=0 shrinkage=0.000509507 Tree=155 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=533.19 186.819 89.9749 threshold=0.040165000000000006 0.12545500000000001 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8562088081607306e-06 -0.00036312767500469502 0.00064589781012484371 0.0005304566803080149 leaf_weight=81.197898849844933 434.3294967263937 41.96153450012207 345.49573311209679 leaf_count=228 2028 61 533 internal_value=0 -0.00027421 0.000428784 internal_weight=0 476.291 426.694 internal_count=2850 2089 761 is_linear=0 shrinkage=0.000456745 Tree=156 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=623.427 228.258 86.1972 threshold=0.078300000000000008 0.3180650000000001 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.053589465340184e-05 -0.00035753281288950287 0.00054011388288675627 0.00049338023454977811 leaf_weight=95.756972879171371 432.96633905172348 51.853052631020546 351.03101052343845 leaf_count=256 1980 74 523 internal_value=0 -0.000261509 0.000400618 internal_weight=0 484.819 446.788 internal_count=2833 2054 779 is_linear=0 shrinkage=0.000404373 Tree=157 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=662.357 233.353 91.7613 threshold=0.078300000000000008 0.3180650000000001 0.089825000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5724622198004991e-05 -0.00033693370899802314 0.00050833830806623994 0.000466697727310157 leaf_weight=82.125702112913132 436.87998659908772 52.053257524967194 370.43056796491146 leaf_count=227 1980 74 552 internal_value=0 -0.000246927 0.000386678 internal_weight=0 488.933 452.556 internal_count=2833 2054 779 is_linear=0 shrinkage=0.000377429 Tree=158 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=619.375 226.927 92.2627 threshold=0.078300000000000008 0.3180650000000001 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6379072951019477e-05 -0.0003374726237854737 0.00051261711993958684 0.00047143468498828665 leaf_weight=96.118016421794891 433.39794126152992 52.000116869807243 352.6034768819809 leaf_count=256 1980 74 523 internal_value=0 -0.000246387 0.000380392 internal_weight=0 485.398 448.721 internal_count=2833 2054 779 is_linear=0 shrinkage=0.000384576 Tree=159 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=477.659 182.868 72.9771 threshold=0.078300000000000008 0.3180650000000001 0.089825000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9700173555597879e-05 -0.0006595382958167694 0.00099924742108822634 0.00088031398081891369 leaf_weight=82.31315740942955 407.10758154094219 48.90459980070591 340.29767814278603 leaf_count=227 1980 74 552 internal_value=0 -0.000481609 0.000714646 internal_weight=0 456.012 422.611 internal_count=2833 2054 779 is_linear=0 shrinkage=0.000810647 Tree=160 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=623.104 141.652 121.238 threshold=0.099470000000000017 0.062580000000000011 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033923695286582138 -0.00060473117477347744 0.00048161823697460038 0.0004512907718852723 leaf_weight=445.26345306634903 19.029868558049202 38.186045944690704 407.18336522579193 leaf_count=2000 92 80 658 internal_value=0 -0.000274384 0.000404116 internal_weight=0 483.449 426.213 internal_count=2830 2080 750 is_linear=0 shrinkage=0.000409098 Tree=161 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=490.514 125.76 94.157 threshold=0.10100500000000003 0.062580000000000011 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052225348873541876 -0.00097464801341184081 0.00076619954680469426 0.00070019966722362019 leaf_weight=436.08244593441486 16.674751356244087 39.287846624851227 372.88054564595222 leaf_count=2026 85 84 635 internal_value=0 -0.00041574 0.000628464 internal_weight=0 475.37 389.555 internal_count=2830 2110 720 is_linear=0 shrinkage=0.000689891 Tree=162 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=662.86 135.937 124.073 threshold=0.099470000000000017 -0.41023999999999994 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035510217047467338 -0.00048739890660313734 0.00027497693456376309 0.00022641037970092285 leaf_weight=510.99652177095413 24.723391324281693 357.10658793151379 39.060418143868446 leaf_count=2000 102 648 80 internal_value=0 0.000225591 -0.000313802 internal_weight=0 381.83 550.057 internal_count=2830 750 2080 is_linear=0 shrinkage=0.000314529 Tree=163 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=480.612 125.38 102.461 threshold=0.099470000000000017 0.062580000000000011 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061825082052031975 -0.0011373019226656015 0.00087248452783953638 0.00077017784547296696 leaf_weight=427.30421045422554 18.280546948313713 38.071560010313988 379.324613109231 leaf_count=2000 92 80 658 internal_value=0 -0.000496266 0.000682428 internal_weight=0 465.376 397.605 internal_count=2830 2080 750 is_linear=0 shrinkage=0.000787301 Tree=164 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=601.539 136.806 122.218 threshold=0.10100500000000003 -0.32783999999999996 0.081135000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.8197656922059799e-05 -0.00073328321278395272 0.00040805865231279128 -0.00054657821872720089 leaf_weight=135.14871682226658 23.461470976471901 331.25542517006397 428.20558196306229 leaf_count=345 99 613 1782 internal_value=0 0.000332533 -0.000427022 internal_weight=0 354.717 563.354 internal_count=2839 712 2127 is_linear=0 shrinkage=0.00045691 Tree=165 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=662.033 152.68 150.406 threshold=0.099115000000000023 0.081135000000000013 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010519723008933165 -0.00057207827845565356 -0.00039684678226738007 0.00045841158741378774 leaf_weight=128.68389594554901 23.591913625597954 370.16330106556416 412.00816302001476 leaf_count=325 107 1765 642 internal_value=0 -0.000267339 0.000402578 internal_weight=0 498.847 435.6 internal_count=2839 2090 749 is_linear=0 shrinkage=0.000397046 Tree=166 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=476.586 123.566 97.1768 threshold=0.10100500000000003 0.081135000000000013 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013709399093482153 -0.00068595277331000629 -0.00058154817930275709 0.00065883637241962801 leaf_weight=136.84948107600212 23.525702014565468 349.95583555102348 359.92323218286037 leaf_count=345 104 1782 608 internal_value=0 -0.000379528 0.0005763 internal_weight=0 486.805 383.449 internal_count=2839 2127 712 is_linear=0 shrinkage=0.000641249 Tree=167 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=459.442 117.823 93.7342 threshold=0.10100500000000003 -0.11327499999999999 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051794746442624447 -0.0008016963762285177 -0.0005906454711673741 0.00077180328288638592 leaf_weight=64.029819965362549 23.362375795841217 419.22076098620892 356.59655287861824 leaf_count=183 104 1944 608 internal_value=0 -0.000443744 0.000675019 internal_weight=0 483.251 379.959 internal_count=2839 2127 712 is_linear=0 shrinkage=0.000761253 Tree=168 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=434.805 163.237 77.6544 threshold=0.079570000000000016 0.3180650000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021537754656119108 -0.00062976217224072957 0.00085712949207919942 0.0007568884273396559 leaf_weight=56.178697139024734 409.87151978909969 48.568026259541512 345.42243486642838 leaf_count=170 2006 79 603 internal_value=0 -0.000472209 0.000620877 internal_weight=0 458.44 401.601 internal_count=2858 2085 773 is_linear=0 shrinkage=0.000767001 Tree=169 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=564.715 201.608 91.5455 threshold=0.079570000000000016 0.3180650000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000121310586780257 -0.00039522802409738182 0.00054468737737694076 0.0004958955109615117 leaf_weight=56.245954096317291 434.40830183029175 51.953813508152962 372.87328104674816 leaf_count=170 2006 79 603 internal_value=0 -0.000294808 0.000414995 internal_weight=0 486.362 429.119 internal_count=2858 2085 773 is_linear=0 shrinkage=0.000450999 Tree=170 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=619.625 218.456 93.2105 threshold=0.079570000000000016 0.3180650000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3912025292851612e-05 -0.0003406152581349037 0.00046649677613745492 0.00042442927211779204 leaf_weight=56.097309082746506 445.54235678911209 52.842073291540146 379.81637293100357 leaf_count=170 2006 79 603 internal_value=0 -0.000255025 0.000357723 internal_weight=0 498.384 435.914 internal_count=2858 2085 773 is_linear=0 shrinkage=0.000375376 Tree=171 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=430.567 160.92 67.3433 threshold=0.079570000000000016 0.3180650000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063515028535164229 -0.00044736424026681513 0.00060988525307808183 0.00018006929452985058 leaf_weight=232.17355743050575 409.11930271983147 48.469912856817245 169.34596233069897 leaf_count=382 2006 79 391 internal_value=0 -0.000335355 0.000443232 internal_weight=0 457.589 401.52 internal_count=2858 2085 773 is_linear=0 shrinkage=0.000548736 Tree=172 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=418.761 145.558 92.9997 threshold=0.078300000000000008 -0.10939499999999998 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031503486926691871 0.00071843795241083612 -0.00060009742205779188 0.00074110912731270627 leaf_weight=54.127096652984619 53.485761895775795 400.34349003434181 356.33627231419086 leaf_count=169 140 1958 623 internal_value=0 -0.000444679 0.000601829 internal_weight=0 453.829 410.463 internal_count=2890 2098 792 is_linear=0 shrinkage=0.000750796 Tree=173 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=580.911 184.62 110.795 threshold=0.078300000000000008 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001682701069303738 -0.00034728410597931718 0.00051267413737475748 0.00045399904865351521 leaf_weight=54.2793820053339 444.60854238271713 45.82895901799202 388.56936672329903 leaf_count=169 2030 68 623 internal_value=0 -0.000266908 0.000377724 internal_weight=0 490.438 442.849 internal_count=2890 2098 792 is_linear=0 shrinkage=0.000408017 Tree=174 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=409.206 140.384 90.5273 threshold=0.078300000000000008 -0.10939499999999998 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027011216914235613 0.00061305202891568105 -0.00051994841127981381 0.00064408078063139871 leaf_weight=54.069387748837471 53.749791890382767 398.74047073721886 354.75137995183468 leaf_count=169 140 1958 623 internal_value=0 -0.000385343 0.000523165 internal_weight=0 452.49 408.821 internal_count=2890 2098 792 is_linear=0 shrinkage=0.000658201 Tree=175 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=393.976 134.933 72.3389 threshold=0.078300000000000008 -0.10939499999999998 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00061631786596914157 0.00060060721434072525 -0.0005142951164075468 -0.00027080399989846743 leaf_weight=360.5208782106638 53.85148711502552 395.72721114754677 45.168244495987892 leaf_count=663 140 1958 129 internal_value=0 -0.00038073 0.00051754 internal_weight=0 449.579 405.689 internal_count=2890 2098 792 is_linear=0 shrinkage=0.000660892 Tree=176 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=546.078 234.238 77.2003 threshold=0.040165000000000006 0.15756500000000004 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0116441157448559e-05 -0.00034364825541021159 0.00038452656688418754 0.00046275546243651499 leaf_weight=64.749526485800743 412.49402333796024 85.186097636818886 373.74232503771782 leaf_count=185 1921 171 583 internal_value=0 -0.000218999 0.000392932 internal_weight=0 497.68 438.492 internal_count=2860 2092 768 is_linear=0 shrinkage=0.000399818 Tree=177 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=377.646 181.803 66.9641 threshold=0.040165000000000006 0.15756500000000004 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3201488331383591e-05 -0.00047035613332744154 0.00054380852910614356 0.00062141853701408228 leaf_weight=65.092024922370911 380.13918644189835 79.212577223777771 337.74522362649441 leaf_count=185 1921 171 583 internal_value=0 -0.000295454 0.000512413 internal_weight=0 459.352 402.837 internal_count=2860 2092 768 is_linear=0 shrinkage=0.000609037 Tree=178 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=363.866 179.674 65.0483 threshold=0.040165000000000006 -0.028049999999999995 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9845373421502982e-05 0.00069110091730907022 -0.00052336730341449129 0.00070575039757180642 leaf_weight=65.078488200902939 70.778842955827713 385.15005867183208 334.48991587758064 leaf_count=185 186 1906 583 internal_value=0 -0.000334811 0.000581059 internal_weight=0 455.929 399.568 internal_count=2860 2092 768 is_linear=0 shrinkage=0.000700661 Tree=179 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=523.366 217.338 83.3688 threshold=0.040165000000000006 0.15756500000000004 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1370503134344239e-05 -0.00032684720458008438 0.00035935717637886565 0.00044191063971541861 leaf_weight=65.231335267424583 406.72898243367672 82.749544218182564 369.95315299928188 leaf_count=185 1921 171 583 internal_value=0 -0.00021083 0.000370971 internal_weight=0 489.479 435.184 internal_count=2860 2092 768 is_linear=0 shrinkage=0.000386004 Tree=180 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=494.634 114.195 109.488 threshold=0.099115000000000023 0.062580000000000011 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038088018775261472 -0.00069055835290571298 0.00047972442455055888 0.00047075436449541783 leaf_weight=442.96371141076088 19.315072074532509 37.813671141862869 362.03915067017078 leaf_count=2048 97 86 627 internal_value=0 -0.000313176 0.000411904 internal_weight=0 480.777 381.354 internal_count=2858 2134 724 is_linear=0 shrinkage=0.000475448 Tree=181 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=465.398 150.456 113.212 threshold=0.040165000000000006 0.12968000000000005 0.089075000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038212291348848802 -0.00061730144133152125 0.00071266154437291118 0.00047687344973124205 leaf_weight=61.969275936484337 496.96600084006786 29.771977648139 278.2092506736517 leaf_count=185 2078 48 547 internal_value=0 -0.000542107 0.00032038 internal_weight=0 526.738 340.179 internal_count=2858 2126 732 is_linear=0 shrinkage=0.000574794 Tree=182 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=393.612 100.72 71.1817 threshold=0.099115000000000023 0.062580000000000011 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052990097952846629 0.00063791236389078038 0.00064331087064873347 -0.00032480817735049751 leaf_weight=427.56381914019585 314.16756747663021 37.65534183382988 41.076771646738052 leaf_count=2048 575 86 149 internal_value=0 -0.000434917 0.000526582 internal_weight=0 465.219 355.244 internal_count=2858 2134 724 is_linear=0 shrinkage=0.000687841 Tree=183 num_leaves=4 num_cat=0 split_feature=1 52 12 split_gain=523.867 113.823 110.45 threshold=0.099115000000000023 -0.4290699999999999 0.082095000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3021723665241397e-05 -0.00077359644328816863 0.00052383255088175905 -0.00050928462008881248 leaf_weight=125.84321916103363 19.790791928768158 365.81435146927834 366.87875579297543 leaf_count=331 97 627 1803 internal_value=0 0.000457208 -0.000363118 internal_weight=0 385.605 492.722 internal_count=2858 724 2134 is_linear=0 shrinkage=0.000527145 Tree=184 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=386.261 159.614 78.0325 threshold=0.080070000000000016 0.3180650000000001 0.087065000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022055269998985132 -0.00062131547927413025 0.00096637634982943454 0.00073224485005894647 leaf_weight=61.821412950754166 407.28877346217632 42.429961144924164 334.42116409540176 leaf_count=185 2041 65 602 internal_value=0 -0.000471486 0.000583587 internal_weight=0 449.719 396.243 internal_count=2893 2106 787 is_linear=0 shrinkage=0.000779161 Tree=185 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=509.902 191.762 90.3742 threshold=0.080070000000000016 0.3180650000000001 0.087065000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015082992179134633 -0.00048276266572597502 0.00073294956509751868 0.00058089212646200391 leaf_weight=61.915537282824516 434.02678835391998 44.826468899846077 361.82200914621353 leaf_count=185 2041 65 602 internal_value=0 -0.000368933 0.000473973 internal_weight=0 478.853 423.738 internal_count=2893 2106 787 is_linear=0 shrinkage=0.000559692 Tree=186 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=532.529 208.162 97.5945 threshold=0.078300000000000008 0.3180650000000001 0.087065000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014232927689824076 -0.00040238317814269691 0.00063498391045037632 0.00049828908073309118 leaf_weight=60.066725984215736 440.03130365908146 46.46116116642952 369.86676366627216 leaf_count=178 2048 65 602 internal_value=0 -0.000303291 0.000408785 internal_weight=0 486.492 429.933 internal_count=2893 2113 780 is_linear=0 shrinkage=0.00046618 Tree=187 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=383.401 157.397 76.8856 threshold=0.080070000000000016 0.3180650000000001 0.087065000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016596767509115756 -0.00047552176085600484 0.00074060324337365147 0.00056239605764207986 leaf_weight=61.80659756064415 406.61479151248932 42.282170698046684 334.5370359569788 leaf_count=185 2041 65 602 internal_value=0 -0.000360947 0.000448811 internal_weight=0 448.897 396.344 internal_count=2893 2106 787 is_linear=0 shrinkage=0.000600009 Tree=188 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=523.799 134.975 89.9638 threshold=0.10100500000000003 0.062580000000000011 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000373006910185616 -0.00057738528891597613 0.00050230868743357277 0.0004659929670839975 leaf_weight=450.20820580422878 18.543564736843109 41.123755604028702 374.42090027034283 leaf_count=2036 90 87 636 internal_value=0 -0.000299728 0.000416731 internal_weight=0 491.332 392.964 internal_count=2849 2123 726 is_linear=0 shrinkage=0.000462577 Tree=189 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=399.37 122.621 78.3584 threshold=0.10290000000000001 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053571196204985202 0.00076377410469377854 0.00078164557664879325 -0.0001261292439092931 leaf_weight=438.22667165100574 284.24684330821037 40.839132323861122 64.137530878186226 leaf_count=2068 509 90 182 internal_value=0 -0.000423384 0.000599945 internal_weight=0 479.066 348.384 internal_count=2849 2158 691 is_linear=0 shrinkage=0.000727268 Tree=190 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=505.061 135.114 89.2834 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036468395049215832 0.00050241505679151494 0.00049542222807165295 -6.0717292860240482e-05 leaf_weight=450.72257272899151 318.28145754337311 41.101120874285698 71.04664246737957 leaf_count=2036 532 87 194 internal_value=0 -0.000292789 0.000399654 internal_weight=0 491.824 389.328 internal_count=2849 2123 726 is_linear=0 shrinkage=0.000454212 Tree=191 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=389.988 106.052 73.211 threshold=0.10384000000000002 0.078300000000000008 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014654056320701227 0.0008454161710067734 -0.00067357511323281303 -8.5785937406087222e-05 leaf_weight=137.31417298316956 271.05245496332645 350.91410617530346 65.643932729959488 leaf_count=340 479 1848 182 internal_value=0 -0.000442921 0.00066387 internal_weight=0 488.228 336.696 internal_count=2849 2188 661 is_linear=0 shrinkage=0.000791178 Tree=192 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=527.176 185.179 80.7876 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010022116850073275 -0.00037901697382827711 0.00054273122967389033 0.00044195600425933211 leaf_weight=58.655650347471237 420.44793663918972 44.430560186505318 372.80183729529381 leaf_count=175 1989 66 626 internal_value=0 -0.000290903 0.000368247 internal_weight=0 464.878 431.457 internal_count=2856 2055 801 is_linear=0 shrinkage=0.000429456 Tree=193 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=341.421 139.877 57.5726 threshold=0.10384000000000002 1.0000000180025095e-35 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000452445025558201 0.00071419130990406875 0.00073908630247021231 -1.8229711019300214e-05 leaf_weight=450.60196124017239 266.64923399686813 52.244336202740669 63.079884931445122 leaf_count=2117 480 89 170 internal_value=0 -0.000328625 0.00057408 internal_weight=0 502.846 329.729 internal_count=2856 2206 650 is_linear=0 shrinkage=0.000689439 Tree=194 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=598.439 203.909 83.4549 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1638726899029623e-05 -0.00036326836845417638 0.00051463829092146117 0.0004248343073134167 leaf_weight=58.329563915729523 431.98224529623985 45.475042432546616 382.20585961639881 leaf_count=175 1989 66 626 internal_value=0 -0.000279636 0.000357774 internal_weight=0 477.457 440.535 internal_count=2856 2055 801 is_linear=0 shrinkage=0.000394417 Tree=195 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=389.83 146.881 63.1785 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014462636670878226 -0.00055825759734693628 0.00081467244000671358 0.00063480851117452474 leaf_weight=58.218294680118561 389.77811954915524 41.197034746408463 341.43791298568249 leaf_count=175 1989 66 626 internal_value=0 -0.000426989 0.000521266 internal_weight=0 430.975 399.656 internal_count=2856 2055 801 is_linear=0 shrinkage=0.000691612 Tree=196 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=452.922 196.734 79.4961 threshold=0.080070000000000016 0.28937500000000005 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056379669878568088 -0.00039462497317341934 0.00060142104884005699 0.00014262362964772071 leaf_weight=256.47550405561924 414.6307023614645 50.821204528212547 170.32324086129665 leaf_count=409 1984 76 392 internal_value=0 -0.00028585 0.000395732 internal_weight=0 465.452 426.799 internal_count=2861 2060 801 is_linear=0 shrinkage=0.000477883 Tree=197 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=511.212 161.299 84.286 threshold=0.099115000000000023 -0.035274999999999994 0.27252000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003266302855260413 0.00041161511535655129 0.00031676588069689767 -0.00016906399123619827 leaf_weight=424.86465312540531 373.02120803296566 69.302175685763359 42.586347237229347 leaf_count=1929 621 167 144 internal_value=0 -0.000236391 0.000352109 internal_weight=0 494.167 415.608 internal_count=2861 2096 765 is_linear=0 shrinkage=0.000391082 Tree=198 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=464.503 208.279 71.4555 threshold=0.080070000000000016 0.28937500000000005 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042435331152814446 -0.00036655384881536585 0.00056027545282195143 -0.00015790444548629068 leaf_weight=383.86017210781574 420.19974347949028 51.952719941735268 44.89749251306057 leaf_count=675 1984 76 126 internal_value=0 -0.000264553 0.000363378 internal_weight=0 472.152 428.758 internal_count=2861 2060 801 is_linear=0 shrinkage=0.00043675 Tree=199 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=434.265 154.262 110.991 threshold=0.092385000000000009 -0.017269999999999997 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044758216346391295 -0.00057713032536258662 0.00042988511646027011 0.00042515863815660712 leaf_weight=360.7957444190979 28.529237061738968 56.11224253475666 434.25335320830345 leaf_count=1770 126 135 830 internal_value=0 -0.000329468 0.000363349 internal_weight=0 416.908 462.783 internal_count=2861 1905 956 is_linear=0 shrinkage=0.000492373 Tree=200 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=520.015 142.823 130.225 threshold=0.099515000000000006 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032394025273597488 -0.0005813616859068094 0.0005108038980050657 0.0004377896114059562 leaf_weight=454.09431979060173 22.933148398995399 38.327274799346924 375.74856597185135 leaf_count=2049 108 79 624 internal_value=0 -0.000258951 0.000379141 internal_weight=0 492.422 398.682 internal_count=2860 2128 732 is_linear=0 shrinkage=0.000415339 Tree=201 num_leaves=4 num_cat=0 split_feature=1 49 52 split_gain=471.875 135.599 124.964 threshold=0.099515000000000006 -0.047859999999999993 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036304540405614709 -0.00073088340850592905 -0.00042938428728896583 0.00053057979371237966 leaf_weight=68.890562385320663 22.829303339123726 416.80108325183392 366.07082356512547 leaf_count=185 108 1943 624 internal_value=0 -0.000316976 0.000456497 internal_weight=0 485.692 388.9 internal_count=2860 2128 732 is_linear=0 shrinkage=0.000523285 Tree=202 num_leaves=4 num_cat=0 split_feature=1 49 52 split_gain=546.619 140.781 137.073 threshold=0.099115000000000023 -0.026279999999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002661912373953577 -0.00057895910562546669 -0.00035475546944731777 0.00043634523451836386 leaf_weight=72.077432438731194 23.806895673274994 423.40331384539604 385.06204895675182 leaf_count=198 110 1919 633 internal_value=0 -0.00026442 0.000377204 internal_weight=0 495.481 408.869 internal_count=2860 2117 743 is_linear=0 shrinkage=0.000410756 Tree=203 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=527.795 142.628 129.893 threshold=0.099515000000000006 -0.12229499999999999 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032428110419177505 -0.00060051438480090177 -0.00035992515131850507 0.00044976614785917325 leaf_weight=63.746533617377281 22.750966027379036 430.01476261019707 374.2574650645256 leaf_count=173 108 1955 624 internal_value=0 -0.000271582 0.000389553 internal_weight=0 493.761 397.008 internal_count=2860 2128 732 is_linear=0 shrinkage=0.000426916 Tree=204 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=431.225 132.195 90.0085 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051846241167966965 -0.00083588372697259751 0.00077692029719982373 0.00070037174212692315 leaf_weight=433.98185789585114 19.930596336722374 42.749406009912491 341.6971981972456 leaf_count=2057 96 90 603 internal_value=0 -0.000402277 0.000615664 internal_weight=0 476.731 361.628 internal_count=2846 2147 699 is_linear=0 shrinkage=0.000702965 Tree=205 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=586.107 144.182 89.1391 threshold=0.10100500000000003 0.062580000000000011 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029327802173482824 -0.00028735123156761261 0.00039606214804764422 0.00040210998524613521 leaf_weight=466.07422199845314 26.564465254545212 43.877004534006119 369.05123157799244 leaf_count=2057 106 90 593 internal_value=0 -0.000233954 0.000355803 internal_weight=0 509.951 395.616 internal_count=2846 2147 699 is_linear=0 shrinkage=0.000363609 Tree=206 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=629.006 152.758 134.339 threshold=0.09450500000000002 0.049460000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033007345221995566 -0.00046964262989364109 0.0003877660392021411 0.00037866871253239032 leaf_weight=421.05403356254101 25.610584333539009 42.245936185121536 430.07806031405926 leaf_count=1917 116 89 724 internal_value=0 -0.000264604 0.000330974 internal_weight=0 463.3 455.689 internal_count=2846 2006 840 is_linear=0 shrinkage=0.000359941 Tree=207 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=594.804 153.721 91.4561 threshold=0.09450500000000002 0.049460000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038109083920421301 -0.00028528339044828346 0.00046631554672811056 0.00043432932505401296 leaf_weight=413.68676181137562 33.83025735616684 41.726406827569008 413.35371734201908 leaf_count=1917 109 89 731 internal_value=0 -0.000303432 0.000379879 internal_weight=0 455.413 447.184 internal_count=2846 2006 840 is_linear=0 shrinkage=0.000420862 Tree=208 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=454.696 158.402 89.0735 threshold=0.078300000000000008 0.12545500000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017608142608523621 -0.00051206914616316987 0.0008404779601944854 0.00062093339830908423 leaf_weight=61.193067505955696 397.67706596851349 34.720042735338211 334.44849818944931 leaf_count=186 1987 54 578 internal_value=0 -0.000403432 0.000497658 internal_weight=0 432.397 395.642 internal_count=2805 2041 764 is_linear=0 shrinkage=0.000607414 Tree=209 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=438.308 144.381 56.0884 threshold=0.078300000000000008 0.15756500000000004 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072815372351569239 -0.0006990577044581485 0.00056205759204255217 -0.00023446320889840006 leaf_weight=351.49854029715061 364.17331352829933 64.579995900392532 40.820619121193886 leaf_count=650 1889 152 114 internal_value=0 -0.000509089 0.000627987 internal_weight=0 428.753 392.319 internal_count=2805 2041 764 is_linear=0 shrinkage=0.000777397 Tree=210 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=422.17 151.317 86.9401 threshold=0.078300000000000008 0.12545500000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022603236440700789 -0.00062299277288605003 0.0010358854397727766 0.00075663371765872687 leaf_weight=61.254025429487228 390.71611231565475 34.284150153398514 328.40273998677731 leaf_count=186 1987 54 578 internal_value=0 -0.000489133 0.000602155 internal_weight=0 425 389.657 internal_count=2805 2041 764 is_linear=0 shrinkage=0.000757276 Tree=211 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=407.102 146.514 85.355 threshold=0.080070000000000016 0.12545500000000001 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015178804479583995 -0.00061554388456606945 0.0010167395553294792 0.00075675391688706322 leaf_weight=72.166397392749786 385.14071325957775 33.997388049960136 316.46332634985447 leaf_count=214 1979 54 558 internal_value=0 -0.000483105 0.000588044 internal_weight=0 419.138 388.63 internal_count=2805 2033 772 is_linear=0 shrinkage=0.000753896 Tree=212 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=346.699 116.466 83.0172 threshold=0.10100500000000003 0.062580000000000011 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044024072487290508 0.00066575963109606021 0.00073425430920178445 -0.00012117116174832377 leaf_weight=415.91129386425018 289.13208901882172 38.798400729894638 70.015661016106606 leaf_count=2010 534 82 201 internal_value=0 -0.00034 0.00051235 internal_weight=0 454.71 359.148 internal_count=2827 2092 735 is_linear=0 shrinkage=0.000648457 Tree=213 num_leaves=4 num_cat=0 split_feature=1 52 123 split_gain=483.861 117.295 109.544 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=-0.00042358468162716456 -0.00059107687340718507 0.00036325776811499091 0.0003744334512807153 leaf_weight=499.50718149542809 26.487783938646317 319.66638621687889 34.964796036481857 leaf_count=2029 110 625 63 internal_value=0 0.000290203 -0.000371367 internal_weight=0 346.154 534.472 internal_count=2827 735 2092 is_linear=0 shrinkage=0.00043594 Tree=214 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=339.744 115.055 73.932 threshold=0.10290000000000001 0.082870000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051780358878225825 0.00076198773840204274 0.00060339717153396811 -0.00011603054209717498 leaf_weight=411.97299918532372 276.68076242506504 57.654898524284363 65.564920708537102 leaf_count=1976 512 153 186 internal_value=0 -0.000380138 0.000593786 internal_weight=0 469.628 342.246 internal_count=2827 2129 698 is_linear=0 shrinkage=0.000743467 Tree=215 num_leaves=4 num_cat=0 split_feature=1 123 16 split_gain=327.098 117.493 72.273 threshold=0.10290000000000001 1.0000000180025095e-35 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045738580661219206 0.00065694639573702469 0.00076181687917799344 -0.00037607811731885229 leaf_weight=425.40064308047295 302.9601105004549 41.714600965380669 36.471656084060669 leaf_count=2058 563 71 135 internal_value=0 -0.000348481 0.000545934 internal_weight=0 467.115 339.432 internal_count=2827 2129 698 is_linear=0 shrinkage=0.0006934 Tree=216 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=412.071 163.097 70.0122 threshold=0.080070000000000016 0.28937500000000005 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059732375580612697 -0.00044647629205532753 0.00062048195565511373 0.00014435702010684876 leaf_weight=226.77010174095631 395.59284925460815 44.507958933711052 164.4497351795435 leaf_count=384 1970 70 388 internal_value=0 -0.000338551 0.000406935 internal_weight=0 440.101 391.22 internal_count=2812 2040 772 is_linear=0 shrinkage=0.000528525 Tree=217 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=448.561 127.338 106.673 threshold=0.099115000000000023 -0.060094999999999989 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033085655738679056 -0.000534552898422648 0.00020957024994334446 0.00037363987543978869 leaf_weight=389.98756854236126 20.489664435386658 78.602295681834221 362.34998123347759 leaf_count=1849 98 227 638 internal_value=0 -0.000240199 0.000325009 internal_weight=0 468.59 382.84 internal_count=2812 2076 736 is_linear=0 shrinkage=0.000387381 Tree=218 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=338.595 139.854 70.2062 threshold=0.080070000000000016 0.28937500000000005 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069599606692733189 -0.0005108818245024015 0.0007206870319271015 0.00013208069557411141 leaf_weight=213.7623131275177 376.59455834329128 42.338075667619705 158.95272821187973 leaf_count=384 1970 70 388 internal_value=0 -0.00038639 0.000455521 internal_weight=0 418.933 372.715 internal_count=2812 2040 772 is_linear=0 shrinkage=0.000642585 Tree=219 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=490.235 130.646 118.329 threshold=0.099115000000000023 -0.060094999999999989 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037499854215631152 -0.0006458481224048641 0.00022645318501485657 0.00042537201375757557 leaf_weight=398.53857964277267 19.894431501626968 79.359288215637207 371.78099456429482 leaf_count=1849 97 227 639 internal_value=0 -0.000275117 0.000370933 internal_weight=0 477.898 391.675 internal_count=2812 2076 736 is_linear=0 shrinkage=0.000428106 Tree=220 num_leaves=4 num_cat=0 split_feature=1 457 52 split_gain=480.235 123.594 74.7621 threshold=0.10100500000000003 0.082870000000000013 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035221172298083054 -0.00036593530859361389 0.00033313777876912265 0.00044561221846885603 leaf_weight=427.52239821851254 23.87631656229496 59.10772579908371 360.88372868299484 leaf_count=1969 98 152 622 internal_value=0 -0.000268957 0.000395236 internal_weight=0 486.63 384.76 internal_count=2841 2121 720 is_linear=0 shrinkage=0.000444289 Tree=221 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=343.339 121.512 70.9939 threshold=0.10100500000000003 -0.11327499999999999 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060209672837080951 0.00077312676160073198 -0.00056909968284762566 -0.00011160971051093215 leaf_weight=60.971908211708069 283.51091875135899 394.65927368402481 66.82793515920639 leaf_count=183 531 1938 189 internal_value=0 -0.000412353 0.000604364 internal_weight=0 455.631 350.339 internal_count=2841 2121 720 is_linear=0 shrinkage=0.000772219 Tree=222 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=330.53 116.701 68.9939 threshold=0.10100500000000003 -0.11327499999999999 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055947551972447161 0.00072916802505168608 -0.00053474735999700684 -0.00010408691100816546 leaf_weight=61.236541658639908 280.58106045424938 392.02096480131149 66.877003192901611 leaf_count=183 531 1938 189 internal_value=0 -0.000386897 0.00056879 internal_weight=0 453.258 347.458 internal_count=2841 2121 720 is_linear=0 shrinkage=0.000737235 Tree=223 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=318.199 112.088 54.1017 threshold=0.10100500000000003 -0.11327499999999999 -0.24166499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061655676808752076 -0.00049020308247912166 -0.0005957696565576919 0.00073191281459624347 leaf_weight=61.489027142524719 27.395372182130814 389.41164590418339 317.20283806324005 leaf_count=183 108 1938 612 internal_value=0 -0.000430426 0.000634733 internal_weight=0 450.901 344.598 internal_count=2841 2121 720 is_linear=0 shrinkage=0.000834552 Tree=224 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=317.374 105.686 84.8617 threshold=0.10100500000000003 -0.24242999999999995 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015357016126460708 0.00071344398830196698 -0.00040556244204221939 -0.00018221856174860564 leaf_weight=14.697889953851698 295.52810363471508 442.51309058070183 65.65119543671608 leaf_count=30 565 2113 192 internal_value=0 -0.000343095 0.000550639 internal_weight=0 457.211 361.179 internal_count=2900 2143 757 is_linear=0 shrinkage=0.000712644 Tree=225 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=305.554 100.404 82.3886 threshold=0.10100500000000003 -0.24242999999999995 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015659987869513226 0.0007448166492280018 -0.00042097655876678977 -0.00018795527732888261 leaf_weight=14.884018972516058 292.3855849802494 440.29585383832455 65.73113015294075 leaf_count=30 565 2113 192 internal_value=0 -0.000355941 0.000573609 internal_weight=0 455.18 358.117 internal_count=2900 2143 757 is_linear=0 shrinkage=0.000752867 Tree=226 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=412.158 192.579 61.3511 threshold=0.080070000000000016 0.14953500000000003 -0.0025749999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057894541248143321 -0.00043758754052289475 0.00043342678533642929 0.00018037375363145092 leaf_weight=244.17920731008053 382.25729508697987 80.149233087897301 171.76277105510235 leaf_count=415 1908 177 400 internal_value=0 -0.000286602 0.000414372 internal_weight=0 462.407 415.942 internal_count=2900 2085 815 is_linear=0 shrinkage=0.000510945 Tree=227 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=300.341 95.7906 91.9331 threshold=0.094405000000000003 -0.11327499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049430620212443852 -0.0006645415919711141 -0.00056731952853519146 0.00062688446828865652 leaf_weight=57.989477276802063 35.224976941943169 344.75953823328018 373.47825621068478 leaf_count=180 124 1810 786 internal_value=0 -0.000414446 0.000515554 internal_weight=0 402.749 408.703 internal_count=2900 1990 910 is_linear=0 shrinkage=0.000764321 Tree=228 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=318 163.433 69.7923 threshold=0.079570000000000016 0.14953500000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067303311624022249 -0.00054451466458278785 0.00050534096193660162 0.00011194893692691582 leaf_weight=213.93878680467606 337.97696644067764 70.458546727895737 147.16559845209122 leaf_count=398 1865 175 368 internal_value=0 -0.000363391 0.000444385 internal_weight=0 408.436 361.104 internal_count=2806 2040 766 is_linear=0 shrinkage=0.00062712 Tree=229 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=306.32 157.622 68.1387 threshold=0.079570000000000016 0.14953500000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071407790863410071 -0.00057710562609821164 0.00053154212843629705 0.00011756437237003592 leaf_weight=211.58303739130497 334.60816179215908 70.281426250934601 147.0285320430994 leaf_count=398 1865 175 368 internal_value=0 -0.000384649 0.00046953 internal_weight=0 404.89 358.612 internal_count=2806 2040 766 is_linear=0 shrinkage=0.00067305 Tree=230 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=399.376 155.573 78.4157 threshold=0.079570000000000016 0.12545500000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020358243644688268 -0.0004608912787427163 0.00071933336706476883 0.00053998393836787728 leaf_weight=52.465245380997658 393.22223921120167 39.212337583303452 331.12691374123096 leaf_count=164 1976 64 602 internal_value=0 -0.000353844 0.000438279 internal_weight=0 432.435 383.592 internal_count=2806 2040 766 is_linear=0 shrinkage=0.000565138 Tree=231 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=300.531 153.601 67.2386 threshold=0.079570000000000016 0.14953500000000003 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026469334873525658 -0.00063211176183174014 0.00057616565132734721 0.00064719121443478978 leaf_weight=52.25185538828373 332.8978091776371 70.320878624916077 305.52289868891239 leaf_count=164 1865 175 602 internal_value=0 -0.000421372 0.000514006 internal_weight=0 403.219 357.775 internal_count=2806 2040 766 is_linear=0 shrinkage=0.000742914 Tree=232 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=273.053 131.661 83.7381 threshold=0.080070000000000016 -0.17549499999999998 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051819602876908093 0.00044445580909410352 -0.00052140012043561763 -0.00044725977188514226 leaf_weight=325.57363124191761 69.820799335837364 332.04093819856644 41.384171888232231 leaf_count=677 184 1878 131 internal_value=0 -0.000353576 0.000409298 internal_weight=0 401.862 366.958 internal_count=2870 2062 808 is_linear=0 shrinkage=0.000639403 Tree=233 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=380.876 154.779 87.756 threshold=0.080070000000000016 0.15756500000000004 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038583770655865716 -0.00037114160872253463 0.00031979849240467231 -0.00025891274890066211 leaf_weight=353.4915941208601 364.13325718045235 69.767408356070518 42.726686879992485 leaf_count=677 1904 158 131 internal_value=0 -0.000260035 0.000316301 internal_weight=0 433.901 396.218 internal_count=2870 2062 808 is_linear=0 shrinkage=0.000424998 Tree=234 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=366.733 117.571 108.491 threshold=0.092385000000000009 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003412156822843517 -0.00057894701936026861 0.0003362720795195384 0.00048616903358783721 leaf_weight=375.02811354398727 27.004270046949387 418.38337001204491 31.013224989175797 leaf_count=1845 123 836 66 internal_value=0 0.000280759 -0.000278001 internal_weight=0 445.388 406.041 internal_count=2870 959 1911 is_linear=0 shrinkage=0.000425245 Tree=235 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=400.982 159.39 82.4887 threshold=0.080070000000000016 0.19819000000000001 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038120922934246096 -0.00036219727111558547 0.0003399476162303209 -0.00022397846158470761 leaf_weight=361.26235036551952 375.28618641197681 65.761249959468842 43.693390622735023 leaf_count=677 1925 137 131 internal_value=0 -0.000257496 0.000315904 internal_weight=0 441.047 404.956 internal_count=2870 2062 808 is_linear=0 shrinkage=0.000416069 Tree=236 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=429.768 155.894 70.0457 threshold=0.10335000000000001 0.083205000000000015 0.084545000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024890104277965465 0.00035878282566522069 0.00023198916990942138 -1.8476221496508147e-05 leaf_weight=413.29538977146149 298.90724773705006 84.174652352929115 61.581219464540482 leaf_count=1950 501 225 163 internal_value=0 -0.000167526 0.000294339 internal_weight=0 497.47 360.488 internal_count=2839 2175 664 is_linear=0 shrinkage=0.00032211 Tree=237 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=413.215 148.384 65.718 threshold=0.10335000000000001 0.083205000000000015 0.084545000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026825407468493819 0.000378693042722086 0.00023977095212197861 -1.6583741642490585e-05 leaf_weight=410.52992878854275 292.06632190942764 83.612908035516739 61.534327626228333 leaf_count=1950 501 225 163 internal_value=0 -0.000182286 0.000309909 internal_weight=0 494.143 353.601 internal_count=2839 2175 664 is_linear=0 shrinkage=0.000347624 Tree=238 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=434.824 150.975 69.8509 threshold=0.10335000000000001 0.062580000000000011 0.084545000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029044228401399778 0.00046982926469425447 0.00052907782995554047 -2.1352918797826993e-05 leaf_weight=453.60451340675354 299.19302634894848 43.326847866177559 61.41387452185154 leaf_count=2088 501 87 163 internal_value=0 -0.000218972 0.000386181 internal_weight=0 496.931 360.607 internal_count=2839 2175 664 is_linear=0 shrinkage=0.000419524 Tree=239 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=291.055 133.679 62.5089 threshold=0.10384000000000002 0.083205000000000015 0.084695000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059877353709019603 0.00086263482999216867 0.00061734762873402347 -0.00013650556694380219 leaf_weight=383.45061101019382 255.59053452312946 80.29645337164402 56.092454463243484 leaf_count=1963 490 227 159 internal_value=0 -0.000388189 0.000682826 internal_weight=0 463.747 311.683 internal_count=2839 2190 649 is_linear=0 shrinkage=0.000857127 Tree=240 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=419.301 153.495 87.9062 threshold=0.080070000000000016 -0.028049999999999995 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7088123892301185e-05 0.00033008788870659368 -0.00036215278597082816 0.00043778401528545707 leaf_weight=92.24245448410511 66.066731527447701 373.05237163603306 313.81241485476494 leaf_count=259 180 1856 532 internal_value=0 -0.000257993 0.000332184 internal_weight=0 439.119 406.055 internal_count=2827 2036 791 is_linear=0 shrinkage=0.000418639 Tree=241 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=436.794 154.022 79.1844 threshold=0.080070000000000016 -0.044559999999999995 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2394789218727015e-07 0.0003132222357706261 -0.00033494973864720419 0.00040805481233238439 leaf_weight=91.639013856649399 64.273927867412567 375.19638577103615 315.50086085498333 leaf_count=259 175 1861 532 internal_value=0 -0.000240143 0.000316096 internal_weight=0 439.47 407.14 internal_count=2827 2036 791 is_linear=0 shrinkage=0.000386926 Tree=242 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=468.468 161.009 86.8075 threshold=0.080070000000000016 -0.028049999999999995 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2448587979327255e-06 0.00029290490456452948 -0.00031906685548415667 0.00039372980227841801 leaf_weight=91.819493293762207 66.214348688721657 380.71313431859016 324.32989540696144 leaf_count=259 180 1856 532 internal_value=0 -0.000228392 0.000305704 internal_weight=0 446.927 416.149 internal_count=2827 2036 791 is_linear=0 shrinkage=0.000362249 Tree=243 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=313.538 141.807 65.8216 threshold=0.080070000000000016 -0.044559999999999995 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.729339314231213e-05 0.00054412046738241189 -0.00052728103974259615 0.00061714498851796261 leaf_weight=91.324502870440483 61.451385706663132 342.03507193922997 281.75774984061718 leaf_count=259 175 1861 532 internal_value=0 -0.000364088 0.000461852 internal_weight=0 403.486 373.082 internal_count=2827 2036 791 is_linear=0 shrinkage=0.000649442 Tree=244 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=281.622 112.461 106.358 threshold=0.094090000000000021 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049606511976562121 -0.00094483393770302695 0.00054191858529362483 0.00083555200637578742 leaf_weight=348.41034600138664 25.514467492699623 358.32403652369976 30.545600712299347 leaf_count=1865 121 750 66 internal_value=0 0.000443049 -0.000388694 internal_weight=0 383.839 378.956 internal_count=2802 871 1931 is_linear=0 shrinkage=0.000684435 Tree=245 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=271.208 108.381 102.082 threshold=0.094090000000000021 -0.32783999999999996 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052381315085157053 -0.00099888177154473681 0.0005720520175743688 0.00087240989923127786 leaf_weight=345.63251788914204 25.28126785159111 355.57740277051926 30.641774415969849 leaf_count=1865 121 750 66 internal_value=0 0.000467729 -0.000410074 internal_weight=0 380.859 376.274 internal_count=2802 871 1931 is_linear=0 shrinkage=0.000733339 Tree=246 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=261.52 98.2382 96.0447 threshold=0.092385000000000009 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061801664470063911 -0.0010424642242142226 0.00096401018590955843 0.00061332315646778538 leaf_weight=325.99801327288151 26.236414134502411 29.97260744869709 369.31620146334171 leaf_count=1802 124 65 811 internal_value=0 -0.000484766 0.000503452 internal_weight=0 355.971 395.553 internal_count=2802 1867 935 is_linear=0 shrinkage=0.000836469 Tree=247 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=365.769 110.616 102.326 threshold=0.099250000000000019 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029277736254491036 -0.00054367067289505815 0.00048526524817600836 0.00039561111605094964 leaf_weight=405.6158133149147 21.97932568192482 35.416712567210197 346.79856243729591 leaf_count=1989 103 74 636 internal_value=0 -0.000230279 0.000339604 internal_weight=0 441.033 368.778 internal_count=2802 2063 739 is_linear=0 shrinkage=0.000422298 Tree=248 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=275.837 105.492 73.4075 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042464510702944935 0.00062769179445275162 0.00073483256318932454 -0.00019138981562735735 leaf_weight=394.92651137709618 269.48228214681149 37.690386295318604 58.388994798064232 leaf_count=2057 547 80 173 internal_value=0 -0.000323601 0.000481823 internal_weight=0 432.617 327.871 internal_count=2857 2137 720 is_linear=0 shrinkage=0.000662319 Tree=249 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=416.756 158.911 77.2852 threshold=0.040165000000000006 0.28937500000000005 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.7275753714758232e-05 -0.00033157959004311141 0.00047660353444127192 0.00041233994732127672 leaf_weight=71.808879867196083 403.98925811052322 45.330170273780823 322.18856553733349 leaf_count=210 2011 73 563 internal_value=0 -0.000250028 0.00032675 internal_weight=0 449.319 393.997 internal_count=2857 2084 773 is_linear=0 shrinkage=0.000409362 Tree=250 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=274.567 127.761 55.2205 threshold=0.040165000000000006 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020049642774701051 0.00055480032668595654 -0.00056400134026513384 0.00061606539476441989 leaf_weight=51.800109416246414 64.881562411785126 340.10977713763714 301.8360950499773 leaf_count=162 190 1894 611 internal_value=0 -0.000384746 0.000496452 internal_weight=0 404.991 353.636 internal_count=2857 2084 773 is_linear=0 shrinkage=0.000730714 Tree=251 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=264.384 126.764 54.2268 threshold=0.040165000000000006 -0.10939499999999998 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010114276022245842 0.00074336659804303694 -0.0005838084540423609 0.00075835609748312537 leaf_weight=120.90797485411167 52.177660137414932 350.16656744480133 229.94922062754631 leaf_count=315 142 1942 458 internal_value=0 -0.000411668 0.000531893 internal_weight=0 402.344 350.857 internal_count=2857 2084 773 is_linear=0 shrinkage=0.00079446 Tree=252 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=409.391 90.5636 80.6691 threshold=0.099115000000000023 -0.32783999999999996 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028056694949153222 -0.00041488057026270344 0.00035511094774638019 0.00062967148080641264 leaf_weight=430.31063576042652 24.872983977198601 349.58026841282845 15.320095524191855 leaf_count=2038 112 642 30 internal_value=0 0.000303946 -0.000249249 internal_weight=0 374.453 445.631 internal_count=2822 754 2068 is_linear=0 shrinkage=0.00039001 Tree=253 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=258.369 75.554 73.5331 threshold=0.099115000000000023 -0.11327499999999999 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038320037959250602 -0.00070392665280448029 -0.0004759652359238426 0.00052507528414403432 leaf_weight=53.214414581656456 23.670174494385719 352.00828169286251 307.4432265907526 leaf_count=175 112 1893 642 internal_value=0 -0.000363126 0.000437183 internal_weight=0 405.223 331.113 internal_count=2822 2068 754 is_linear=0 shrinkage=0.000672118 Tree=254 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=358.049 161.186 76.0992 threshold=0.080070000000000016 0.12545500000000001 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.9422729535462906e-05 -0.00030669556056054135 0.00049392104213528 0.00036374321785362227 leaf_weight=81.597986593842506 390.11609230935574 39.606117486953735 291.71835047006607 leaf_count=244 1987 62 529 internal_value=0 -0.000232887 0.000273437 internal_weight=0 429.722 373.316 internal_count=2822 2049 773 is_linear=0 shrinkage=0.000378209 Tree=255 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=363.745 85.8673 80.6952 threshold=0.099115000000000023 -0.32783999999999996 -0.0051099999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035045441104096043 -0.00048625427802612413 0.00040916825996842717 0.00027238149719038189 leaf_weight=383.80201745033264 24.594603985548019 340.44495804607868 50.42362055182457 leaf_count=1937 112 642 131 internal_value=0 0.000348817 -0.00027812 internal_weight=0 365.04 434.226 internal_count=2822 754 2068 is_linear=0 shrinkage=0.000462933 Tree=256 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=247.837 134.563 57.5656 threshold=0.078300000000000008 0.28937500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007508113623014125 -0.00052085390257930648 0.00086736811033130484 0.0001299452507917894 leaf_weight=202.89434804022312 362.13127441704273 44.073196411132812 143.54065045714378 leaf_count=400 2024 74 366 internal_value=0 -0.000370198 0.000493585 internal_weight=0 406.204 346.435 internal_count=2864 2098 766 is_linear=0 shrinkage=0.000750278 Tree=257 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=371.613 170.647 67.1176 threshold=0.078300000000000008 0.28937500000000005 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.3720626866060076e-07 -0.00028931762936639991 0.00045735497544625658 0.00037417528373093374 leaf_weight=85.043158620595932 395.537522777915 47.589340478181839 299.8764563202858 leaf_count=240 2024 74 526 internal_value=0 -0.000209113 0.000291325 internal_weight=0 443.127 384.92 internal_count=2864 2098 766 is_linear=0 shrinkage=0.000372595 Tree=258 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=379.601 119.129 83.5575 threshold=0.099115000000000023 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003158479342421369 -0.00046504994352657673 0.00049724208606177355 0.00041446554897901522 leaf_weight=422.62147127091885 23.063964784145355 39.486945673823357 351.29232832789421 leaf_count=2037 101 84 642 internal_value=0 -0.000246352 0.000360258 internal_weight=0 462.108 374.356 internal_count=2864 2121 743 is_linear=0 shrinkage=0.000447761 Tree=259 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=243.771 171.91 5.14948 threshold=0.28937500000000005 -0.047409999999999994 -0.18333999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051509475998951784 0.00051512167135288919 -0.00037097266214471689 0.00081131062378773629 leaf_weight=127.72283042967319 33.846295028924942 459.94545897841454 131.32728704810143 leaf_count=317 69 2243 235 internal_value=0 -0.000178386 0.000750684 internal_weight=0 587.668 165.174 internal_count=2864 2560 304 is_linear=0 shrinkage=0.000675714 Tree=260 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=359.44 160.924 83.1311 threshold=0.078300000000000008 0.3180650000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046119531576439674 -0.00032648641332226846 0.00046055807969864077 7.1146191726351293e-05 leaf_weight=226.27369053661823 392.35884134471416 48.874141469597816 153.45491790771484 leaf_count=389 2002 79 376 internal_value=0 -0.000239292 0.000303581 internal_weight=0 441.233 379.729 internal_count=2846 2081 765 is_linear=0 shrinkage=0.000409076 Tree=261 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=371.449 151.921 79.295 threshold=0.078300000000000008 0.3180650000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047352218473943332 -0.00033480048059788474 0.00045590853636232796 8.3688280634721451e-05 leaf_weight=225.77496418356895 391.69382682442665 47.643129110336304 153.12773835659027 leaf_count=389 2002 79 376 internal_value=0 -0.000249037 0.000315989 internal_weight=0 439.337 378.903 internal_count=2846 2081 765 is_linear=0 shrinkage=0.000418169 Tree=262 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=371.632 159.932 82.2396 threshold=0.078300000000000008 0.12545500000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041595376043267331 -0.00029009331370368684 0.00047428119047971312 6.7689215603081675e-05 leaf_weight=226.98448020219803 403.21568258106709 40.750730380415916 153.89899370074272 leaf_count=389 2016 65 376 internal_value=0 -0.000219916 0.000275245 internal_weight=0 443.966 380.883 internal_count=2846 2081 765 is_linear=0 shrinkage=0.000367776 Tree=263 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=391.236 145.762 97.1257 threshold=0.078300000000000008 0.12968000000000005 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003526374313111245 -0.00035509439314744632 0.00040529709990315903 -3.1500502482368533e-05 leaf_weight=199.17422053217888 460.81119814515114 34.246479630470276 143.06200557947159 leaf_count=389 2021 60 376 internal_value=0 -0.000302479 0.000192067 internal_weight=0 495.058 342.236 internal_count=2846 2081 765 is_linear=0 shrinkage=0.000355671 Tree=264 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=272.275 115.857 53.9719 threshold=0.10384000000000002 -0.11516999999999998 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060619691408279278 0.00075074557012144282 -0.0005640458440927254 -0.00035415491504110248 leaf_weight=69.16589318215847 277.35558384656906 378.35079158842564 34.338339492678642 leaf_count=205 552 1946 124 internal_value=0 -0.000383161 0.000629008 internal_weight=0 447.517 311.694 internal_count=2827 2151 676 is_linear=0 shrinkage=0.000831473 Tree=265 num_leaves=4 num_cat=0 split_feature=1 49 52 split_gain=388.581 125.737 64.9698 threshold=0.10384000000000002 -0.047859999999999993 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028532865320313172 -0.00040374673819791736 -0.00033310575065732833 0.00043435111151221773 leaf_weight=78.831338569521904 19.660340458154678 405.12269660830498 330.52196736633778 leaf_count=207 85 1944 591 internal_value=0 -0.000232362 0.000387278 internal_weight=0 483.954 350.182 internal_count=2827 2151 676 is_linear=0 shrinkage=0.000448063 Tree=266 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=266.246 111.358 52.5228 threshold=0.10384000000000002 -0.11516999999999998 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052773364859858116 0.0006679342194705341 -0.00049871800730014279 -0.00030831295907373366 leaf_weight=69.510040581226349 275.85282915830612 377.34656763076782 34.421862587332726 leaf_count=205 552 1946 124 internal_value=0 -0.000339034 0.000559617 internal_weight=0 446.857 310.275 internal_count=2827 2151 676 is_linear=0 shrinkage=0.000745303 Tree=267 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=256.498 106.896 50.8757 threshold=0.10384000000000002 -0.11516999999999998 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048754097890194958 0.00062571953899689644 -0.00046506843066707423 -0.00028582003513366865 leaf_weight=69.728154614567757 272.93176451325417 375.04116231203079 34.411998823285103 leaf_count=205 552 1946 124 internal_value=0 -0.00031571 0.000523647 internal_weight=0 444.769 307.344 internal_count=2827 2151 676 is_linear=0 shrinkage=0.000706568 Tree=268 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=240.497 130.382 68.5498 threshold=0.040165000000000006 -0.028049999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000677072622793288 0.0005223823869918928 -0.00046537896186355909 9.4027074955973082e-05 leaf_weight=199.86705605685711 66.695899903774261 336.90468341112137 144.99004156887531 leaf_count=392 185 1871 375 internal_value=0 -0.000302132 0.000431959 internal_weight=0 403.601 344.857 internal_count=2823 2056 767 is_linear=0 shrinkage=0.000645532 Tree=269 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=231.445 125.302 66.9749 threshold=0.040165000000000006 -0.028049999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081102785004877895 0.00061760137777184393 -0.00055497156127367242 0.00011137441603276163 leaf_weight=197.5121513903141 66.768387958407402 334.40624602138996 144.87875871360302 leaf_count=392 185 1871 375 internal_value=0 -0.000359798 0.000515 internal_weight=0 401.175 342.391 internal_count=2823 2056 767 is_linear=0 shrinkage=0.000781562 Tree=270 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=355.045 118.095 88.645 threshold=0.099470000000000017 0.062580000000000011 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030123037056261178 -0.0005614954570127168 0.00049513700499156021 0.00040003759488422516 leaf_weight=406.60019215941429 19.565332606434822 39.536661967635155 356.00296078622341 leaf_count=1982 96 82 663 internal_value=0 -0.000230638 0.00034992 internal_weight=0 446.137 375.568 internal_count=2823 2064 759 is_linear=0 shrinkage=0.000439982 Tree=271 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=353.307 118.623 92.2835 threshold=0.099470000000000017 0.062580000000000011 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029358396543793916 -0.00062568762737873608 0.00048172298027423539 0.00038341327407965956 leaf_weight=408.51635611057281 17.343378707766533 39.529697611927986 358.48436224460602 leaf_count=1982 86 82 673 internal_value=0 -0.000225163 0.000336817 internal_weight=0 448.046 375.828 internal_count=2823 2064 759 is_linear=0 shrinkage=0.000427445 Tree=272 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=368.155 109.944 93.6348 threshold=0.099115000000000023 -0.0051099999999999991 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028810479617957379 -0.00043806307975465105 0.00027369633038591533 0.0003463221785966862 leaf_weight=402.00547562539577 23.937469556927681 58.810326561331749 350.14635571837425 leaf_count=1948 109 141 644 internal_value=0 -0.000216398 0.00029611 internal_weight=0 460.816 374.084 internal_count=2842 2089 753 is_linear=0 shrinkage=0.000383819 Tree=273 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=231.388 160.93 6.85229 threshold=0.28937500000000005 0.083325000000000024 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033105626707339133 0.00071347251619566351 -0.0006808408502784228 0.0011375997721917597 leaf_weight=240.92167358100414 48.775849431753159 340.51176814734936 115.53296618163586 leaf_count=618 101 1911 212 internal_value=0 -0.000261556 0.00101179 internal_weight=0 581.433 164.309 internal_count=2842 2529 313 is_linear=0 shrinkage=0.000947512 Tree=274 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=223.906 155.006 6.83262 threshold=0.28937500000000005 0.083325000000000024 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024838810508595144 0.00053946557615721714 -0.00051424880175382547 0.00086580569393981033 leaf_weight=240.54399806261063 48.328734874725342 337.74148380756378 113.7344795614481 leaf_count=618 101 1911 212 internal_value=0 -0.000197024 0.000768563 internal_weight=0 578.285 162.063 internal_count=2842 2529 313 is_linear=0 shrinkage=0.000726065 Tree=275 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=356.56 115.528 97.9139 threshold=0.099115000000000023 -0.0051099999999999991 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029056488900760125 -0.00046276257532830927 0.00030106226657232866 0.00035603280263085143 leaf_weight=397.02091357111931 24.05991330742836 58.365010559558868 348.73689790070057 leaf_count=1948 109 141 644 internal_value=0 -0.000214729 0.000303168 internal_weight=0 455.386 372.797 internal_count=2842 2089 753 is_linear=0 shrinkage=0.00039269 Tree=276 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=246.05 121.675 57.5357 threshold=0.079570000000000016 0.098330000000000015 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060472962933335206 -0.00052486886989924601 0.0019404952442221349 -0.00040920132139192706 leaf_weight=306.45596866309643 366.78856179118156 13.111271530389784 40.057487800717354 leaf_count=664 2014 24 123 internal_value=0 -0.00043969 0.000487502 internal_weight=0 379.9 346.513 internal_count=2825 2038 787 is_linear=0 shrinkage=0.000795741 Tree=277 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=236.585 115.791 57.2333 threshold=0.079570000000000016 -0.15041499999999997 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069152520798812153 0.00086691466664798485 -0.00051197903780788819 0.00010675980448221728 leaf_weight=190.27729703485966 34.042330324649811 343.61181506514549 154.17548750340939 leaf_count=390 85 1953 397 internal_value=0 -0.000387646 0.000429807 internal_weight=0 377.654 344.453 internal_count=2825 2038 787 is_linear=0 shrinkage=0.000713332 Tree=278 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=373.201 136.083 64.8516 threshold=0.079570000000000016 0.14953500000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049309462530852384 -0.00039588832657752159 0.00030922803187794331 0.00011746900948441885 leaf_weight=223.04911489784718 358.21597103774548 67.414554685354233 166.39901933073997 leaf_count=390 1872 166 397 internal_value=0 -0.000284198 0.000332615 internal_weight=0 425.631 389.448 internal_count=2825 2038 787 is_linear=0 shrinkage=0.000455338 Tree=279 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=231.331 112.677 56.673 threshold=0.079570000000000016 0.098330000000000015 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087073764298933984 -0.0005165804433200701 0.0018586923387629926 0.00020726654976083083 leaf_weight=141.21997377276421 363.23569813370705 13.364214852452276 202.54331278800964 leaf_count=270 2014 24 517 internal_value=0 -0.0004322 0.000479858 internal_weight=0 376.6 343.763 internal_count=2825 2038 787 is_linear=0 shrinkage=0.000803916 Tree=280 num_leaves=4 num_cat=0 split_feature=1 159 3 split_gain=318.094 105.94 100.558 threshold=0.092385000000000009 -1.0000000180025095e-35 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030169476555591047 -0.00045358245191511948 0.00037377637876543501 -0.00037241427085112316 leaf_weight=55.231731459498405 36.195743575692177 388.94904504716396 332.09014804661274 leaf_count=164 134 817 1759 internal_value=0 0.00030332 -0.000276277 internal_weight=0 425.145 387.322 internal_count=2874 951 1923 is_linear=0 shrinkage=0.000462658 Tree=281 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=332.353 171.184 65.8185 threshold=0.040165000000000006 0.38865500000000003 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046780937856680878 -0.00032429582528445834 0.00050423460929529857 0.00010843688583610517 leaf_weight=226.40160866081715 390.5110692679882 52.19514599442482 161.10747484862804 leaf_count=398 2008 82 386 internal_value=0 -0.000226594 0.000318412 internal_weight=0 442.706 387.509 internal_count=2874 2090 784 is_linear=0 shrinkage=0.00042975 Tree=282 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=230.007 166.03 6.80233 threshold=0.28937500000000005 -0.047409999999999994 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054134958161552245 0.00050902960593536355 -0.00042068067860937973 0.00088682707710707807 leaf_weight=132.50526809692383 34.329132467508316 445.57758490741253 131.22527052462101 leaf_count=339 73 2215 247 internal_value=0 -0.000200158 0.000808555 internal_weight=0 578.083 165.554 internal_count=2874 2554 320 is_linear=0 shrinkage=0.000754577 Tree=283 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=346.911 108.847 105.912 threshold=0.092385000000000009 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002269037929624382 -0.00031182195442552559 -0.00027140941740004336 0.00027277068081706281 leaf_weight=54.786501154303551 36.392447918653488 338.46912236511707 396.53446444869041 leaf_count=164 134 1759 817 internal_value=0 -0.000201979 0.000223617 internal_weight=0 393.256 432.927 internal_count=2874 1923 951 is_linear=0 shrinkage=0.000328024 Tree=284 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=217.526 156.473 7.49364 threshold=0.28937500000000005 -0.034699999999999988 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071154455509157269 0.00057967807644083752 -0.00041570662318711151 0.00095937604309592273 leaf_weight=95.338159054517746 48.80473980307579 474.71417278051376 107.85452027618885 leaf_count=193 104 2353 203 internal_value=0 -0.000227162 0.000841172 internal_weight=0 570.052 156.659 internal_count=2853 2546 307 is_linear=0 shrinkage=0.000803024 Tree=285 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=326.868 111.233 76.0562 threshold=0.090445000000000011 0.25627000000000005 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014979331175454021 0.00032220530771446702 -0.00054735427446764187 -0.00038233514503659474 leaf_weight=61.054707631468773 407.25617207586765 29.938514709472656 307.47173434495926 leaf_count=209 895 124 1625 internal_value=0 0.000262638 -0.000294173 internal_weight=0 437.195 368.526 internal_count=2853 1019 1834 is_linear=0 shrinkage=0.000435523 Tree=286 num_leaves=4 num_cat=0 split_feature=1 0 40 split_gain=215.121 102.626 90.5605 threshold=0.090445000000000011 0.062580000000000011 -0.012844999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051787581719308349 0.00081118360284730576 0.00073079881303998609 0.0001176808830200549 leaf_weight=301.2751956731081 126.80412477254868 33.210576370358467 263.50731445848942 leaf_count=1759 229 75 790 internal_value=0 -0.000393862 0.000343014 internal_weight=0 334.486 390.311 internal_count=2853 1834 1019 is_linear=0 shrinkage=0.000674297 Tree=287 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=336.673 152.179 74.4494 threshold=0.040165000000000006 0.3180650000000001 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013410181664885341 -0.00033015933625651477 0.00048894377152579663 0.00039123646491151542 leaf_weight=58.333456933498383 391.99767132103443 46.21168041229248 313.1891518086195 leaf_count=181 2016 75 581 internal_value=0 -0.000243763 0.000308749 internal_weight=0 438.209 371.523 internal_count=2853 2091 762 is_linear=0 shrinkage=0.000426983 Tree=288 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=318.707 147.908 62.6864 threshold=0.080070000000000016 0.28937500000000005 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.1244449623291302e-05 -0.00032505544771969084 0.00050001109442423218 0.00039581443387901646 leaf_weight=68.089725464582443 368.34549136459827 45.380825579166412 309.58925308287144 leaf_count=208 1986 74 587 internal_value=0 -0.000234537 0.000313415 internal_weight=0 413.726 377.679 internal_count=2855 2060 795 is_linear=0 shrinkage=0.000431296 Tree=289 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=229.025 163.842 6.6975 threshold=0.28937500000000005 -0.018084999999999997 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00059307706172822237 0.00048970591652275613 -0.00033583128492987335 0.0007754862305356286 leaf_weight=97.805091112852097 49.567120641469955 465.8031899034977 119.28554990887642 leaf_count=196 104 2327 228 internal_value=0 -0.00017462 0.00069166 internal_weight=0 563.608 168.853 internal_count=2855 2523 332 is_linear=0 shrinkage=0.000652511 Tree=290 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=224.095 117.533 52.8458 threshold=0.080070000000000016 -0.026279999999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075244243083518055 0.00057278032627602774 -0.0005079982119764201 0.00019865300101589797 leaf_weight=147.63337540626526 58.239657536149025 323.75239530205727 197.88819524645805 leaf_count=291 167 1893 504 internal_value=0 -0.000343199 0.000435303 internal_weight=0 381.992 345.522 internal_count=2855 2060 795 is_linear=0 shrinkage=0.000700485 Tree=291 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=346.937 110.594 77.7763 threshold=0.10100500000000003 -0.12032499999999997 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023025783821873481 -0.00031098189371907959 -0.000226172365208158 0.0002932373437136146 leaf_weight=62.052013009786606 23.000595420598984 395.341861307621 333.10969743132591 leaf_count=172 107 1952 624 internal_value=0 -0.000164244 0.000254197 internal_weight=0 457.394 356.11 internal_count=2855 2124 731 is_linear=0 shrinkage=0.00031789 Tree=292 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=223.339 123.124 56.4894 threshold=0.080070000000000016 0.12988000000000002 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.5165686546622693e-05 -0.00050142841176796548 0.00095627026861858663 0.00069258265535909725 leaf_weight=86.688881978392601 345.5611727386713 39.377214685082436 261.29940213263035 leaf_count=247 1983 67 541 internal_value=0 -0.000352273 0.000511298 internal_weight=0 384.938 347.988 internal_count=2838 2050 788 is_linear=0 shrinkage=0.000781223 Tree=293 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=310.909 146.865 68.6839 threshold=0.080070000000000016 0.12988000000000002 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.4458059206854073e-05 -0.00028336212234067069 0.00050924302621423699 0.00039038440360796207 leaf_weight=87.284759700298309 375.38376407325268 41.58136123418808 290.68844304978848 leaf_count=247 1983 67 541 internal_value=0 -0.000204301 0.000296899 internal_weight=0 416.965 377.973 internal_count=2838 2050 788 is_linear=0 shrinkage=0.000400238 Tree=294 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=353.361 149.233 67.7112 threshold=0.080070000000000016 0.12988000000000002 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3007304215591648e-06 -0.00033764344273630247 0.00057867231767613477 0.00046285353578536426 leaf_weight=87.082632645964622 386.1075624525547 41.854416027665138 301.22223255038261 leaf_count=247 1983 67 541 internal_value=0 -0.000248007 0.000359349 internal_weight=0 427.962 388.305 internal_count=2838 2050 788 is_linear=0 shrinkage=0.000461017 Tree=295 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=377.408 118.491 105.262 threshold=0.095575000000000007 -0.017269999999999997 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024600244244493875 -0.00046148380719056097 0.00025680083656395749 0.00029138917850260367 leaf_weight=362.47690908610821 20.185659676790237 55.969566464424133 393.16035357117653 leaf_count=1851 105 139 743 internal_value=0 -0.000178741 0.000254603 internal_weight=0 418.446 413.346 internal_count=2838 1990 848 is_linear=0 shrinkage=0.000321667 Tree=296 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=216.151 123.433 60.8421 threshold=0.10384000000000002 0.082870000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045051992629997512 0.00071049486320600775 0.00069459093983906955 -0.00014111401736388146 leaf_weight=382.57615576684475 222.3385242074728 59.567561700940132 57.907999202609062 leaf_count=2045 468 157 175 internal_value=0 -0.000296222 0.000534527 internal_weight=0 442.144 280.247 internal_count=2845 2202 643 is_linear=0 shrinkage=0.000740065 Tree=297 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=324.002 156.904 74.5366 threshold=0.078300000000000008 0.3180650000000001 0.16703000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037597321563390639 -0.00030578301700615301 0.0005058781151874199 -0.00023267430954995819 leaf_weight=329.30436004698277 383.26626636087894 45.940480321645737 38.734436810016632 leaf_count=640 2013 72 120 internal_value=0 -0.000218888 0.000311907 internal_weight=0 429.207 368.039 internal_count=2845 2085 760 is_linear=0 shrinkage=0.000415095 Tree=298 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=213.7 169.26 4.98437 threshold=0.28937500000000005 -0.047409999999999994 -0.14026999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049088977243143326 0.00051911345534219047 -0.00035838116835618702 0.00077866751718478006 leaf_weight=130.20839634537697 44.581194296479225 435.42740178108215 110.12708981335163 leaf_count=330 93 2209 213 internal_value=0 -0.00016287 0.000703947 internal_weight=0 565.636 154.708 internal_count=2845 2539 306 is_linear=0 shrinkage=0.000653586 Tree=299 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=206.921 162.365 4.98822 threshold=0.28937500000000005 -0.047409999999999994 -0.14026999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055347772896784553 0.00058962162814348885 -0.00040465172143141798 0.00089001256410731861 leaf_weight=129.84074619412422 44.133246883749962 433.58458535373211 108.34381999075413 leaf_count=330 93 2209 213 internal_value=0 -0.000183841 0.000803152 internal_weight=0 563.425 152.477 internal_count=2845 2539 306 is_linear=0 shrinkage=0.000751671 Tree=300 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=215.683 112.818 50.0723 threshold=0.079570000000000016 -0.17549499999999998 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00058200075804056884 0.00052576306654545843 -0.00052881473830496952 -0.00029269316254390071 leaf_weight=294.21689739823341 67.904737561941147 312.98543919622898 41.014910668134689 leaf_count=651 192 1880 123 internal_value=0 -0.000340789 0.000474973 internal_weight=0 380.89 335.232 internal_count=2846 2072 774 is_linear=0 shrinkage=0.00074173 Tree=301 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=207.559 108.622 49.9572 threshold=0.079570000000000016 -0.17549499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00080462230824258679 0.0005684562823767426 -0.00057598925254314845 0.00016714534283964618 leaf_weight=182.37794604897499 67.815688043832779 310.30186133086681 150.69781024754047 leaf_count=386 192 1880 388 internal_value=0 -0.000370714 0.000516226 internal_weight=0 378.118 333.076 internal_count=2846 2072 774 is_linear=0 shrinkage=0.000819268 Tree=302 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=275.196 119.247 56.9917 threshold=0.10384000000000002 1.0000000180025095e-35 0.08593000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025894354170863875 0.00043363191754088796 0.00048668873296153 -4.2658837755949177e-05 leaf_weight=424.09581539034843 255.79348549246788 45.743970230221748 59.660258904099464 leaf_count=2106 494 78 168 internal_value=0 -0.000186331 0.000343556 internal_weight=0 469.84 315.454 internal_count=2846 2184 662 is_linear=0 shrinkage=0.000438834 Tree=303 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=203.86 105.547 48.9836 threshold=0.079570000000000016 -0.17549499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069843961295944224 0.00048653371907367309 -0.00049942970918012025 0.00014610875300432769 leaf_weight=181.38381336629391 67.921994432806969 309.15546377003193 150.90548105537891 leaf_count=386 192 1880 388 internal_value=0 -0.000321815 0.000447628 internal_weight=0 377.077 332.289 internal_count=2846 2072 774 is_linear=0 shrinkage=0.000716242 Tree=304 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=190.544 114.311 43.9744 threshold=0.080070000000000016 0.12968000000000005 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050493936450244498 -0.00043118787194883505 0.00086971883647674975 -0.00028921002011067141 leaf_weight=292.02928110957146 337.24188342690468 35.651659905910492 37.572102561593056 leaf_count=660 1992 62 114 internal_value=0 -0.000306772 0.000414401 internal_weight=0 372.894 329.601 internal_count=2828 2054 774 is_linear=0 shrinkage=0.000691066 Tree=305 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=316.147 135.823 52.4475 threshold=0.10100500000000003 -0.11327499999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028344311811272764 -0.00019122883671851578 -0.00025367905279608384 0.00031428977356124559 leaf_weight=68.269389897584915 27.487661227583885 385.89934106171131 315.11405520141125 leaf_count=190 113 1924 601 internal_value=0 -0.000172932 0.000273723 internal_weight=0 454.169 342.602 internal_count=2828 2114 714 is_linear=0 shrinkage=0.000351054 Tree=306 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=186.474 111.261 43.1514 threshold=0.080070000000000016 0.12968000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066508371021886626 -0.00044033247848697935 0.00088765269236933337 0.00014760131281033915 leaf_weight=175.21191288530827 336.36633649468422 35.43402886390686 153.85282155871391 leaf_count=380 1992 62 394 internal_value=0 -0.000313731 0.00042316 internal_weight=0 371.8 329.065 internal_count=2828 2054 774 is_linear=0 shrinkage=0.00071299 Tree=307 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=281.768 136.003 45.9685 threshold=0.080070000000000016 0.16173500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036411444565364606 -0.00027421548665764562 0.00028030534391683225 0.00010881941784937738 leaf_weight=199.2179824411869 342.23101107776165 67.439291834831238 163.71632632613182 leaf_count=380 1895 159 394 internal_value=0 -0.000182922 0.000248965 internal_weight=0 409.67 362.934 internal_count=2828 2054 774 is_linear=0 shrinkage=0.000356934 Tree=308 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=185.794 127.407 7.663 threshold=0.28937500000000005 -0.047409999999999994 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052557435808262172 0.00049622424831406611 -0.00039844166990179655 0.00093048414100470745 leaf_weight=129.11583895981312 35.058291405439377 424.810914888978 117.9384697675705 leaf_count=340 78 2201 243 internal_value=0 -0.00018305 0.00083105 internal_weight=0 553.927 152.997 internal_count=2862 2541 321 is_linear=0 shrinkage=0.000814647 Tree=309 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=179.882 122.184 7.64392 threshold=0.28937500000000005 -0.047409999999999994 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004967607111359874 0.00047130047603820703 -0.00037693399816782935 0.00089144056361796238 leaf_weight=128.74559570848942 34.790674924850464 423.21839074790478 116.03879524767399 leaf_count=340 78 2201 243 internal_value=0 -0.000173135 0.000794602 internal_weight=0 551.964 150.829 internal_count=2862 2541 321 is_linear=0 shrinkage=0.000785365 Tree=310 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=174.164 117.17 7.65764 threshold=0.28937500000000005 -0.047409999999999994 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005734242604911754 0.00062992839883484111 -0.00043548005928102434 0.0010759735869643196 leaf_weight=128.37920215725899 49.385573387145996 421.65378656983376 99.302375063300133 leaf_count=340 111 2201 210 internal_value=0 -0.000199987 0.000927923 internal_weight=0 550.033 148.688 internal_count=2862 2541 321 is_linear=0 shrinkage=0.000924696 Tree=311 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=304.463 105.679 70.829 threshold=0.10290000000000001 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024763436154713104 0.00034675507889640479 -0.00023352832501668874 -5.907879653733453e-05 leaf_weight=64.357609987258911 273.59030583500862 394.64089922606945 64.413391605019569 leaf_count=189 525 1963 185 internal_value=0 -0.000166056 0.000269416 internal_weight=0 458.999 338.004 internal_count=2862 2152 710 is_linear=0 shrinkage=0.000348209 Tree=312 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=324.31 139.991 56.6229 threshold=0.080070000000000016 0.28937500000000005 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6981777623426107e-06 -0.00031708621241350763 0.00044182643219830192 0.00037439927555235429 leaf_weight=83.400611206889153 357.6516560614109 44.277613133192062 285.90252967178822 leaf_count=237 1978 74 541 internal_value=0 -0.000233465 0.000289243 internal_weight=0 401.929 369.303 internal_count=2830 2052 778 is_linear=0 shrinkage=0.000402683 Tree=313 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=212.007 100.889 48.3227 threshold=0.082095000000000015 -0.10491999999999999 0.029300000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054418429757130589 0.00064731548346923511 -0.00057848274080983509 -0.00055636715307202814 leaf_weight=306.27546641230583 47.481900110840797 306.03120939433575 26.533530160784721 leaf_count=709 141 1885 95 internal_value=0 -0.000413814 0.000456415 internal_weight=0 353.513 332.809 internal_count=2830 2026 804 is_linear=0 shrinkage=0.00078254 Tree=314 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=203.899 99.7806 46.4271 threshold=0.082095000000000015 0.12988000000000002 0.029300000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041709722896546313 -0.00041644727215286065 0.00075060043805607289 -0.00042261414623678335 leaf_weight=304.41557593643665 321.26358537375927 29.746790111064911 26.608580067753792 leaf_count=709 1972 54 95 internal_value=0 -0.000317509 0.000349579 internal_weight=0 351.01 331.024 internal_count=2830 2026 804 is_linear=0 shrinkage=0.000609781 Tree=315 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=196.183 98.2174 44.8728 threshold=0.082095000000000015 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014661572466300829 -0.00055977691546910254 0.00078455237898676547 0.00059502436976621004 leaf_weight=64.590381681919098 309.24660891294479 38.930494904518127 264.6704670637846 leaf_count=205 1952 74 599 internal_value=0 -0.00040943 0.000449538 internal_weight=0 348.177 329.261 internal_count=2830 2026 804 is_linear=0 shrinkage=0.000797799 Tree=316 num_leaves=4 num_cat=0 split_feature=12 0 13 split_gain=256.321 130.708 61.9904 threshold=0.040165000000000006 -0.042499999999999989 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039577639035714198 -0.00027331349817071824 0.00032058436063482263 7.5173828122102732e-05 leaf_weight=197.90379129350185 354.41969195008278 62.706109181046486 154.40106140077114 leaf_count=378 1966 178 386 internal_value=0 -0.000184023 0.000255281 internal_weight=0 417.126 352.305 internal_count=2908 2144 764 is_linear=0 shrinkage=0.00037922 Tree=317 num_leaves=4 num_cat=0 split_feature=12 0 13 split_gain=158.257 121.14 58.8702 threshold=0.040165000000000006 -0.042499999999999989 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073668440696901722 -0.00050654693170388838 0.00070706978346357554 6.5156890180308397e-05 leaf_weight=171.77361188828945 315.12751741707325 58.716390714049339 144.83182668685913 leaf_count=378 1966 178 386 internal_value=0 -0.000315908 0.000429515 internal_weight=0 373.844 316.605 internal_count=2908 2144 764 is_linear=0 shrinkage=0.00077584 Tree=318 num_leaves=4 num_cat=0 split_feature=12 0 1 split_gain=282.625 133.223 68.7781 threshold=0.040165000000000006 -0.042499999999999989 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.6395436999016268e-05 -0.00026310186457693523 0.00029399743668105546 0.00032101722242538323 leaf_weight=67.804460063576698 365.15581251680851 63.799555838108063 294.20752039551735 leaf_count=201 1966 178 563 internal_value=0 -0.000180234 0.000246582 internal_weight=0 428.955 362.012 internal_count=2908 2144 764 is_linear=0 shrinkage=0.000355741 Tree=319 num_leaves=4 num_cat=0 split_feature=12 0 1 split_gain=247.104 123.936 62.2603 threshold=0.040165000000000006 -0.042499999999999989 0.08869500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.874575430018593e-05 -0.00028779553994337796 0.00033901301469517047 0.00035978529124357055 leaf_weight=67.412604004144669 348.60387279093266 62.667609855532646 285.17924189567566 leaf_count=201 1966 178 563 internal_value=0 -0.000192274 0.000275942 internal_weight=0 411.271 352.592 internal_count=2908 2144 764 is_linear=0 shrinkage=0.000410403 Tree=320 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=326.42 139.538 65.0134 threshold=0.080070000000000016 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6830232415605623e-05 0.00021321055321752469 -0.00020304740884120772 0.00024927703598548082 leaf_weight=54.51673911511898 68.996813774108887 359.6593189239502 329.35113070905209 leaf_count=170 182 1899 618 internal_value=0 -0.00013604 0.000204383 internal_weight=0 428.656 383.868 internal_count=2869 2081 788 is_linear=0 shrinkage=0.000268143 Tree=321 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=304.594 138.379 65.0806 threshold=0.080070000000000016 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7426971880809161e-05 0.00027345782567425223 -0.00024728293899245799 0.00030780685046308525 leaf_weight=54.737128481268883 68.636182487010956 352.42200268805027 327.81711633503437 leaf_count=170 182 1899 618 internal_value=0 -0.000162389 0.000251254 internal_weight=0 421.058 382.554 internal_count=2869 2081 788 is_linear=0 shrinkage=0.000335559 Tree=322 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=291.704 115.057 94.9635 threshold=0.09258000000000001 0.053395000000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024107437256057999 -0.00030348656817265655 0.00041968099190977417 0.00028898872298789563 leaf_weight=346.51959000527859 35.356432422995567 34.644015401601791 378.20436030626297 leaf_count=1857 131 75 806 internal_value=0 -0.000181 0.000238325 internal_weight=0 381.164 413.561 internal_count=2869 1932 937 is_linear=0 shrinkage=0.000345786 Tree=323 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=307.074 134.006 65.5741 threshold=0.080070000000000016 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010925968527886556 -0.0002837909634592808 0.00047859721910248777 0.00038598638205974392 leaf_weight=54.719070047140121 378.52801468968391 45.268855556845665 328.08060824871063 leaf_count=170 2008 73 618 internal_value=0 -0.000202337 0.000315192 internal_weight=0 423.797 382.8 internal_count=2869 2081 788 is_linear=0 shrinkage=0.000418851 Tree=324 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=172.337 88.365 74.4312 threshold=0.089825000000000002 0.081905000000000019 -0.017269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055164436370452408 0.00056101266583795709 -0.00036573053839972247 0.00055027319805438235 leaf_weight=262.08810688555241 305.3522659689188 75.901605039834976 42.018186822533607 leaf_count=1638 787 264 114 internal_value=0 0.000376504 -0.000399368 internal_weight=0 381.254 304.106 internal_count=2803 1051 1752 is_linear=0 shrinkage=0.000768729 Tree=325 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=168.793 124.89 6.60915 threshold=0.27150500000000005 0.083325000000000024 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022908339052493654 0.00048676331456479872 -0.00043174904905249518 0.00078612430682155181 leaf_weight=230.23380917310715 53.972438931465149 305.61390502750874 91.523169651627541 leaf_count=600 124 1884 195 internal_value=0 -0.000147816 0.000675153 internal_weight=0 535.848 145.496 internal_count=2803 2484 319 is_linear=0 shrinkage=0.00067763 Tree=326 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=266.284 137.553 46.1053 threshold=0.040165000000000006 0.28937500000000005 0.083165000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033757283814050515 -0.00027970268649038602 0.00047893065643883214 -9.4075062458699423e-05 leaf_weight=306.30945961177349 365.1818655282259 43.700124830007553 46.560575440526009 leaf_count=618 1985 71 129 internal_value=0 -0.000198604 0.000280616 internal_weight=0 408.882 352.87 internal_count=2803 2056 747 is_linear=0 shrinkage=0.000404177 Tree=327 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=165.073 121.86 6.58012 threshold=0.27150500000000005 0.083325000000000024 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025469263886077114 0.00054388507271152216 -0.00048134859682904711 0.00088153728010141391 leaf_weight=230.37045902013779 53.743231579661369 304.31904733181 90.581563204526901 leaf_count=600 124 1884 195 internal_value=0 -0.000164228 0.000755892 internal_weight=0 534.69 144.325 internal_count=2803 2484 319 is_linear=0 shrinkage=0.000763507 Tree=328 num_leaves=4 num_cat=0 split_feature=1 13 52 split_gain=386.368 96.5758 82.4629 threshold=0.09939000000000002 -0.24242999999999995 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054258414329003178 -0.00041811880729664017 -0.0001888589046217853 0.00028199732548828344 leaf_weight=16.604740634560585 15.551579117774962 423.76532001793385 351.4089408069849 leaf_count=32 84 2071 658 internal_value=0 -0.000161257 0.000252307 internal_weight=0 440.37 366.961 internal_count=2845 2103 742 is_linear=0 shrinkage=0.000297676 Tree=329 num_leaves=4 num_cat=0 split_feature=1 4 159 split_gain=317.597 104.403 90.5947 threshold=0.089825000000000002 -0.15426499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023228599729314918 -0.00031910251603469749 -0.00032144865310096231 0.00028005510320321483 leaf_weight=52.039819240570068 35.483911618590355 282.80202232301235 396.58651466667652 leaf_count=148 139 1648 910 internal_value=0 -0.000235381 0.000230837 internal_weight=0 334.842 432.07 internal_count=2845 1796 1049 is_linear=0 shrinkage=0.000359324 Tree=330 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=310.043 95.4978 59.5002 threshold=0.09939000000000002 0.062580000000000011 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026540838797225856 -0.00031896534023333889 0.00042382984805484664 0.00036254895594689881 leaf_weight=383.24318659305573 22.748193934559822 36.497405216097832 318.64800590276718 leaf_count=2022 103 81 639 internal_value=0 -0.000205461 0.000317122 internal_weight=0 419.741 341.396 internal_count=2845 2103 742 is_linear=0 shrinkage=0.000407234 Tree=331 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=220.102 96.1185 86.6203 threshold=0.089825000000000002 0.062580000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059092466953938438 -0.00077351139003185062 0.00088653050655539177 0.00055391166326239295 leaf_weight=275.44385908544064 32.86727611720562 29.869862973690033 355.54428490996361 leaf_count=1726 139 70 910 internal_value=0 -0.000446334 0.000441553 internal_weight=0 305.314 388.412 internal_count=2845 1796 1049 is_linear=0 shrinkage=0.000782498 Tree=332 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=345.744 160.581 66.6147 threshold=0.040165000000000006 0.12545500000000001 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8420916764403183e-05 -0.0002376167326095202 0.0004216583425498517 0.00028572091828188152 leaf_weight=73.885084614157677 394.84113836288452 37.832622587680817 299.58648616075516 leaf_count=212 2062 60 556 internal_value=0 -0.000179954 0.000221596 internal_weight=0 432.674 373.472 internal_count=2890 2122 768 is_linear=0 shrinkage=0.000305757 Tree=333 num_leaves=4 num_cat=0 split_feature=1 376 52 split_gain=302.696 91.6322 73.96 threshold=0.10290000000000001 0.048695000000000009 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031125973800872199 -0.00044014307298071104 0.00036839123727346062 0.00026152189787783476 leaf_weight=485.0102880448103 22.022867545485497 28.300087332725525 250.88885481655598 leaf_count=2167 93 51 579 internal_value=0 -0.000273777 0.000204874 internal_weight=0 513.31 272.912 internal_count=2890 2218 672 is_linear=0 shrinkage=0.000367244 Tree=334 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=185.282 99.0133 58.3711 threshold=0.012345000000000004 0.3180650000000001 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0008453393963609127 -0.00053698323163042555 0.00080129293405405285 0.00014745757388505114 leaf_weight=136.38012745976448 333.42746737599373 40.422475323081017 183.21706016361713 leaf_count=280 2048 76 486 internal_value=0 -0.000392249 0.000445294 internal_weight=0 373.85 319.597 internal_count=2890 2124 766 is_linear=0 shrinkage=0.000807691 Tree=335 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=330.003 107.412 59.3846 threshold=0.10290000000000001 -0.11516999999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024938991611317965 0.00040244020192952291 -0.00029037516497039222 -3.3189692025461902e-05 leaf_weight=69.974383100867271 259.48290251195431 401.85191251337528 62.843768507242203 leaf_count=205 494 2013 178 internal_value=0 -0.000210318 0.000317509 internal_weight=0 471.826 322.327 internal_count=2890 2218 672 is_linear=0 shrinkage=0.000402097 Tree=336 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=261.556 98.6556 68.9673 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=-0.00022478930326360835 -0.00032069175851516486 0.00040657717015919054 0.0003338008444691162 leaf_weight=400.48822964727879 25.346490353345871 39.467370703816414 299.4721981137991 leaf_count=2054 85 85 632 internal_value=0 -0.000168136 0.000282713 internal_weight=0 439.956 324.819 internal_count=2856 2139 717 is_linear=0 shrinkage=0.000381082 Tree=337 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=177.933 89.2138 56.1183 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037967108739127769 0.00063409687332082029 0.00078245029175894618 -0.00016396752616779821 leaf_weight=368.77827064692974 232.71096421778202 38.52399305999279 58.170814737677574 leaf_count=2054 536 85 181 internal_value=0 -0.000269722 0.000474499 internal_weight=0 407.302 290.882 internal_count=2856 2139 717 is_linear=0 shrinkage=0.000726804 Tree=338 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=279.948 126.512 57.151 threshold=0.040165000000000006 -0.028049999999999995 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004372895253044783 0.00029927934577770162 -0.00030001910622302029 0.00011116259622766174 leaf_weight=202.70042979717255 70.887412428855896 345.07857619225979 161.00871694087982 leaf_count=378 195 1895 388 internal_value=0 -0.00019788 0.000292931 internal_weight=0 415.966 363.709 internal_count=2856 2090 766 is_linear=0 shrinkage=0.000408635 Tree=339 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=174.019 83.5077 54.5617 threshold=0.10100500000000003 -0.24921999999999997 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013094282722971565 0.00058105174699020978 -0.00030590116114474303 -0.00014548492649251113 leaf_weight=14.970067381858824 231.44992190599442 391.61784449219704 58.377724379301071 leaf_count=31 536 2108 181 internal_value=0 -0.000246368 0.000434711 internal_weight=0 406.588 289.828 internal_count=2856 2139 717 is_linear=0 shrinkage=0.000671621 Tree=340 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=287.348 97.8729 62.5272 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026689954055612218 0.00041726370722823395 0.00046741382927736506 -5.9653546879115933e-05 leaf_weight=399.85612970590591 260.41058814525604 36.060147881507874 62.057796657085419 leaf_count=2011 514 77 179 internal_value=0 -0.000206137 0.000325485 internal_weight=0 435.916 322.468 internal_count=2781 2088 693 is_linear=0 shrinkage=0.000426983 Tree=341 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=172.648 77.1717 45.2963 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=-0.00041583223792837805 0.00074784029466374528 0.00075224304160842015 -8.8238569448169233e-05 leaf_weight=373.83895254135132 199.81045065820217 42.787605464458466 56.42186251282692 leaf_count=2075 456 82 168 internal_value=0 -0.000295842 0.000563744 internal_weight=0 416.627 256.232 internal_count=2781 2157 624 is_linear=0 shrinkage=0.000824044 Tree=342 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=295.916 108.086 74.1603 threshold=0.10100500000000003 -0.12032499999999997 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023019841100997232 -0.00030666331216674714 -0.00020921655278402149 0.00027951166735182769 leaf_weight=62.580694958567619 22.202237486839294 380.52372732758522 308.64948324859142 leaf_count=182 98 1906 595 internal_value=0 -0.00014715 0.00024016 internal_weight=0 443.104 330.852 internal_count=2781 2088 693 is_linear=0 shrinkage=0.000309883 Tree=343 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=168.383 78.0633 44.0817 threshold=0.10384000000000002 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051776894348694053 0.00073229129752310179 -0.00044280361810500703 -8.1855777939526133e-05 leaf_weight=66.752475813031197 198.42862340807915 348.80985613167286 56.61874358355999 leaf_count=216 456 1941 168 internal_value=0 -0.000288489 0.000551564 internal_weight=0 415.562 255.047 internal_count=2781 2157 624 is_linear=0 shrinkage=0.000813887 Tree=344 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=169.6 104.22 85.7061 threshold=0.09450500000000002 -0.11327499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061049264041170383 -0.00075041825017231102 -0.00051522646841417076 0.00051848014087539705 leaf_weight=53.561152786016464 32.533109098672867 297.71989370882511 302.65796895325184 leaf_count=171 128 1828 750 internal_value=0 -0.00034356 0.000395287 internal_weight=0 351.281 335.191 internal_count=2877 1999 878 is_linear=0 shrinkage=0.000743047 Tree=345 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=296.8 125.843 57.8558 threshold=0.040165000000000006 0.3180650000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010223017378698466 -0.00023486985310582276 0.00035100453443393225 0.00028713598631759264 leaf_weight=48.015683650970459 380.25297331809998 44.606114014983177 309.24515375494957 leaf_count=150 2044 77 606 internal_value=0 -0.000173346 0.000234803 internal_weight=0 424.859 357.261 internal_count=2877 2121 756 is_linear=0 shrinkage=0.000330047 Tree=346 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=169.57 110.355 45.1189 threshold=0.040165000000000006 -0.028049999999999995 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078928254427420262 0.00059235440662747238 -0.00052668350167674475 0.00019199096869108872 leaf_weight=128.81131772696972 63.678008407354355 308.38216529786587 183.95878280699253 leaf_count=274 183 1938 482 internal_value=0 -0.00033514 0.000438013 internal_weight=0 372.06 312.77 internal_count=2877 2121 756 is_linear=0 shrinkage=0.000773982 Tree=347 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=163.098 97.6702 47.9265 threshold=0.040165000000000006 -0.17549499999999998 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026329509023856828 0.00047459595377677129 -0.00048413054709075756 0.00052320455206982235 leaf_weight=47.79486683011055 67.968709766864777 301.7376649081707 263.06173148751259 leaf_count=150 200 1921 606 internal_value=0 -0.000307858 0.00040227 internal_weight=0 369.706 310.857 internal_count=2877 2121 756 is_linear=0 shrinkage=0.000722602 Tree=348 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=340.128 116.523 73.437 threshold=0.10100500000000003 0.062580000000000011 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023241222715958868 -0.00035085436729777878 0.00039601522911365177 0.00032953529080036057 leaf_weight=408.55734372138977 20.56905360519886 39.381080716848373 314.41155077517033 leaf_count=2045 93 82 600 internal_value=0 -0.000177149 0.000287739 internal_weight=0 447.938 334.981 internal_count=2820 2127 693 is_linear=0 shrinkage=0.000348978 Tree=349 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=322.889 114.858 61.9889 threshold=0.10100500000000003 0.062580000000000011 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021509895446384099 0.00032917174820023453 0.00037104769593963302 -4.8512148172463413e-05 leaf_weight=409.09997025132179 273.86084342002869 39.550529181957245 56.58258680999279 leaf_count=2045 527 82 166 internal_value=0 -0.000163414 0.000264501 internal_weight=0 448.65 330.443 internal_count=2820 2127 693 is_linear=0 shrinkage=0.000328511 Tree=350 num_leaves=4 num_cat=0 split_feature=1 12 52 split_gain=320.411 84.6389 82.0033 threshold=0.10100500000000003 0.082755000000000009 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4948251117616188e-05 -0.00042464641912241818 -0.00033511457917362113 0.00024560026987948677 leaf_weight=147.31239515542984 21.810248613357544 351.16208416223526 264.85497096180916 leaf_count=397 92 1730 601 internal_value=0 -0.000246412 0.000194581 internal_weight=0 498.474 286.665 internal_count=2820 2127 693 is_linear=0 shrinkage=0.000332373 Tree=351 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=305.167 106.838 55.2578 threshold=0.10100500000000003 0.062580000000000011 0.28332500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024970658478370398 0.00035804302546240026 0.00041376115102181421 -0.00014767030058793014 leaf_weight=401.24462436139584 286.4001479446888 39.356716141104698 35.912259191274643 leaf_count=2045 564 82 129 internal_value=0 -0.000190427 0.000301691 internal_weight=0 440.601 322.312 internal_count=2820 2127 693 is_linear=0 shrinkage=0.000384357 Tree=352 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=293.152 123.181 59.5419 threshold=0.078300000000000008 0.28937500000000005 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035664604234815787 -0.00023220547749724463 0.00038170234307408724 8.7313584670488099e-05 leaf_weight=215.12881949543953 372.90855143964291 41.373870238661766 165.59209880232811 leaf_count=405 1998 69 403 internal_value=0 -0.000170881 0.000239512 internal_weight=0 414.282 380.721 internal_count=2875 2067 808 is_linear=0 shrinkage=0.000337622 Tree=353 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=177.485 98.3813 63.4279 threshold=0.10100500000000003 -0.12032499999999997 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066464659568951656 0.00071467813170120447 -0.00048147232020769471 -0.00026061189370300939 leaf_weight=60.147397369146347 241.46478882431984 343.92880576848984 56.192888736724854 leaf_count=177 565 1952 181 internal_value=0 -0.000310847 0.000530554 internal_weight=0 404.076 297.658 internal_count=2875 2129 746 is_linear=0 shrinkage=0.000826873 Tree=354 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=262.825 108.929 67.6635 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002362201204329333 0.00037142913656608987 0.00045194955374275688 -9.1212342558621341e-05 leaf_weight=397.2685162872076 272.86973664164543 38.928892508149147 59.343349695205688 leaf_count=2046 565 83 181 internal_value=0 -0.000174787 0.000288787 internal_weight=0 436.197 332.213 internal_count=2875 2129 746 is_linear=0 shrinkage=0.00039269 Tree=355 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=334.593 119.043 82.4118 threshold=0.078300000000000008 0.12968000000000005 0.090630000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010338220141456856 -0.00026326217059143437 0.00033461110895269719 0.00023229470699086735 leaf_weight=81.966408342123032 442.54244005680084 30.502135843038559 266.57874450087547 leaf_count=231 2012 55 577 internal_value=0 -0.000224699 0.000153353 internal_weight=0 473.045 348.545 internal_count=2875 2067 808 is_linear=0 shrinkage=0.00029279 Tree=356 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=290.074 104.844 83.2411 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018056097678145462 -0.00031648014891980092 0.00034956605696861629 0.0002813607477126961 leaf_weight=411.41983418166637 23.706806480884552 38.70102322101593 321.54550762474537 leaf_count=2052 108 85 630 internal_value=0 -0.000134968 0.000240295 internal_weight=0 450.121 345.252 internal_count=2875 2137 738 is_linear=0 shrinkage=0.000307992 Tree=357 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=252.458 94.9775 59.969 threshold=0.10100500000000003 0.062580000000000011 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025887834568004984 0.00041592818755826534 0.00050614440485492903 -0.00020846170205825795 leaf_weight=397.54920460283756 293.22214160859585 38.216519817709923 37.250491365790367 leaf_count=2052 597 85 141 internal_value=0 -0.000191767 0.00034554 internal_weight=0 435.766 330.473 internal_count=2875 2137 738 is_linear=0 shrinkage=0.000463608 Tree=358 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=258.318 132.64 66.3367 threshold=0.080070000000000016 0.12485500000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013066491200463211 -0.00027278472226210173 0.00052710975451079032 0.00036517478392649128 leaf_weight=55.530495449900627 364.52568985521793 40.231421545147896 313.29617127776146 leaf_count=174 2000 69 632 internal_value=0 -0.000193257 0.000290518 internal_weight=0 404.757 368.827 internal_count=2875 2069 806 is_linear=0 shrinkage=0.00041815 Tree=359 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=178.875 85.9063 54.6186 threshold=0.10100500000000003 0.062580000000000011 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033596900749114744 0.00055048221413975848 0.00073055504339961574 -0.00033602043846656771 leaf_weight=372.83483712375164 263.59159328043461 37.533299282193184 35.625372782349586 leaf_count=2052 597 85 141 internal_value=0 -0.000238393 0.000444919 internal_weight=0 410.368 299.217 internal_count=2875 2137 738 is_linear=0 shrinkage=0.000672099 Tree=360 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=268.888 98.8378 72.03 threshold=0.10100500000000003 1.0000000180025095e-35 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021866842470321144 0.00031976140245683501 0.00034433042047339867 -9.7921288621472059e-05 leaf_weight=389.85976772010326 271.40200181305408 40.385040640830994 59.001633018255234 leaf_count=2008 545 71 175 internal_value=0 -0.000165809 0.000245173 internal_weight=0 430.245 330.404 internal_count=2799 2079 720 is_linear=0 shrinkage=0.000342639 Tree=361 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=167.766 98.6814 53.4338 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=-0.00039280024260387623 0.00062960496914655389 0.0006943218671829921 -0.00017443802903468629 leaf_weight=367.88852210342884 207.66729153692722 48.389186024665833 53.18099918961525 leaf_count=2070 475 91 163 internal_value=0 -0.000266404 0.000465678 internal_weight=0 416.278 260.848 internal_count=2799 2161 638 is_linear=0 shrinkage=0.000715769 Tree=362 num_leaves=4 num_cat=0 split_feature=1 123 52 split_gain=313.518 104.25 91.3802 threshold=0.10100500000000003 1.0000000180025095e-35 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019866634748549682 -0.00035393795076430536 0.00030482219626398819 0.0002689115780867821 leaf_weight=399.90652687847614 22.540060147643089 40.526261121034622 323.24581046402454 leaf_count=2008 103 71 617 internal_value=0 -0.000152327 0.000228294 internal_weight=0 440.433 345.786 internal_count=2799 2079 720 is_linear=0 shrinkage=0.000299188 Tree=363 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=164.393 95.8498 52.0146 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=-0.00036225494676219816 0.00058324012822827582 0.00063971384105070692 -0.00015620063365198345 leaf_weight=367.00162349641323 206.54732112586498 48.167402848601341 53.40532548725605 leaf_count=2070 475 91 163 internal_value=0 -0.000245984 0.000431327 internal_weight=0 415.169 259.953 internal_count=2799 2161 638 is_linear=0 shrinkage=0.000667926 Tree=364 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=322.886 131.493 60.5177 threshold=0.078300000000000008 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4439798738030208e-05 -0.00024535139105342206 0.00037943433244381342 0.00031308219038178185 leaf_weight=55.097908705472946 377.51667396724224 43.788730442523956 317.55385188758373 leaf_count=166 2013 74 614 internal_value=0 -0.0001804 0.000255785 internal_weight=0 421.305 372.652 internal_count=2867 2087 780 is_linear=0 shrinkage=0.000341356 Tree=365 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=194.392 91.2233 55.8934 threshold=0.078300000000000008 0.12485500000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064571396970642249 -0.0003923286479450681 0.00070530909887890245 0.0001037623635227913 leaf_weight=179.02504253387451 335.4550501704216 35.447844967246056 146.65292330086231 leaf_count=392 2020 67 388 internal_value=0 -0.000287395 0.000401693 internal_weight=0 370.903 325.678 internal_count=2867 2087 780 is_linear=0 shrinkage=0.000650858 Tree=366 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=340.266 104.715 87.5455 threshold=0.099115000000000023 -0.32783999999999996 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027985420391608357 -0.00046302252236982068 0.00025842077340184499 0.00046948381645893955 leaf_weight=474.48573485016823 25.328739687800407 291.6595783084631 18.770304560661316 leaf_count=2080 107 648 32 internal_value=0 0.00020075 -0.000251322 internal_weight=0 316.988 493.256 internal_count=2867 755 2112 is_linear=0 shrinkage=0.000340454 Tree=367 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=339.736 99.2487 94.4509 threshold=0.099115000000000023 -0.40306999999999998 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017822996988219958 -0.00038692717609091259 0.00026464312603238029 0.00048960516134488054 leaf_weight=423.5885424464941 20.630269929766655 338.92495760321617 18.376875191926956 leaf_count=2080 102 653 32 internal_value=0 0.000227239 -0.000150442 internal_weight=0 359.555 441.965 internal_count=2867 755 2112 is_linear=0 shrinkage=0.000288526 Tree=368 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=188.454 130.874 5.09091 threshold=0.27150500000000005 -0.034699999999999988 -0.14612499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057732312426081488 0.0004648080332214565 -0.00031806445667757836 0.00072871059237751622 leaf_weight=81.182013392448425 44.220764741301537 450.30256335437298 102.69368873536587 leaf_count=169 99 2340 230 internal_value=0 -0.000181282 0.000649348 internal_weight=0 531.485 146.914 internal_count=2838 2509 329 is_linear=0 shrinkage=0.000649177 Tree=369 num_leaves=4 num_cat=0 split_feature=1 150 52 split_gain=304.935 80.5742 71.497 threshold=0.10100500000000003 0.083205000000000015 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024818339020487809 -0.0002599976955264731 0.00015898546844535152 0.00030241585391632832 leaf_weight=375.21375769376755 29.594557270407677 68.579562529921532 302.70994028449059 leaf_count=1914 123 204 597 internal_value=0 -0.000185259 0.000252316 internal_weight=0 443.793 332.304 internal_count=2838 2118 720 is_linear=0 shrinkage=0.000345431 Tree=370 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=183.952 127.067 5.07176 threshold=0.27150500000000005 -0.034699999999999988 -0.12500999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007844582604997892 0.00066287876314632618 -0.00043029016601960198 0.0010106242113884967 leaf_weight=80.774946197867393 52.150832921266556 449.87993563711643 93.463592424988747 leaf_count=169 119 2340 210 internal_value=0 -0.000245363 0.000886185 internal_weight=0 530.655 145.614 internal_count=2838 2509 329 is_linear=0 shrinkage=0.000891853 Tree=371 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=243.487 152.255 4.40653 threshold=0.27150500000000005 1.0000000180025095e-35 -0.12500999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017587619859047915 0.00029783122204429986 0.00036948413548838749 0.00041787019001446053 leaf_weight=502.49140232801437 58.769572526216507 72.791683435440063 108.87322862446308 leaf_count=2375 119 134 210 internal_value=0 -0.000106861 0.000375828 internal_weight=0 575.283 167.643 internal_count=2838 2509 329 is_linear=0 shrinkage=0.00035246 Tree=372 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=195.8 87.9373 45.8723 threshold=0.10400500000000001 -0.43078999999999995 0.11646500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018387382221354128 0.00067401760298225555 -0.00038956255379336455 -0.00041479629875937704 leaf_weight=11.871382072567938 239.69039802253246 403.95873177051544 28.191340029239655 leaf_count=21 567 2187 89 internal_value=0 -0.000325866 0.000559412 internal_weight=0 415.83 267.882 internal_count=2864 2208 656 is_linear=0 shrinkage=0.000807569 Tree=373 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=188.506 87.6219 33.5125 threshold=0.10400500000000001 -0.43902499999999994 0.28332500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016949134311459182 0.0005958871181018095 -0.00035034640814930566 -0.00024685365069063208 leaf_weight=11.727274999022482 236.68607331812382 402.44121721386909 28.832022786140442 leaf_count=20 550 2188 106 internal_value=0 -0.000292359 0.000504365 internal_weight=0 414.168 265.518 internal_count=2864 2208 656 is_linear=0 shrinkage=0.000738141 Tree=374 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=278.862 96.0167 46.4537 threshold=0.10400500000000001 1.0000000180025095e-35 0.098760000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023524405323565586 0.0003710566234755445 0.00037133508779014915 -3.809929916567152e-05 leaf_weight=411.19472539424896 254.7440339922905 43.649986416101456 50.251696854829788 leaf_count=2128 518 80 138 internal_value=0 -0.000177019 0.000303645 internal_weight=0 454.845 304.996 internal_count=2864 2208 656 is_linear=0 shrinkage=0.000388934 Tree=375 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=267.516 123.758 59.0902 threshold=0.079570000000000016 0.14953500000000003 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028422399511611603 -0.00026581229214901948 0.00023837429878001014 -0.00014733113336993798 leaf_weight=316.98662596940994 340.18075779080391 71.25326757133007 43.68262292444706 leaf_count=658 1899 177 130 internal_value=0 -0.000178489 0.000231951 internal_weight=0 411.434 360.669 internal_count=2864 2076 788 is_linear=0 shrinkage=0.000347899 Tree=376 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=197.824 91.2144 38.5506 threshold=0.080070000000000016 0.14953500000000003 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0008277239538673338 -0.00059149016377356466 0.00049739184393023941 0.00024404328291574337 leaf_weight=124.69819813966751 295.60403209924698 60.814963102340698 183.2759635746479 leaf_count=271 1891 169 482 internal_value=0 -0.00040568 0.000480411 internal_weight=0 356.419 307.974 internal_count=2813 2060 753 is_linear=0 shrinkage=0.000809798 Tree=377 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=190.439 90.6284 39.2929 threshold=0.080070000000000016 -0.028049999999999995 -0.0034749999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068810250474042264 0.00050474434331937001 -0.00053387152930627166 0.00015064146997379176 leaf_weight=162.94490228593349 55.889892816543579 297.59137386083603 143.15056623518467 leaf_count=377 170 1890 376 internal_value=0 -0.000369635 0.000436775 internal_weight=0 353.481 306.095 internal_count=2813 2060 753 is_linear=0 shrinkage=0.000748462 Tree=378 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=183.248 87.6759 38.4162 threshold=0.080070000000000016 0.14953500000000003 -0.0034749999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005827432895878198 -0.00045807726751622519 0.00038892084983148812 0.00012626064278790225 leaf_weight=161.10935365408659 290.38242962956429 60.701398253440857 142.99591426551342 leaf_count=377 1891 169 376 internal_value=0 -0.000311621 0.000368118 internal_weight=0 351.084 304.105 internal_count=2813 2060 753 is_linear=0 shrinkage=0.000641016 Tree=379 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=176.435 87.037 37.8557 threshold=0.080070000000000016 -0.028049999999999995 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071279278091383941 0.00047545229339807218 -0.00049811608580583656 0.00019689727088558737 leaf_weight=121.03019472211599 55.750558644533157 292.47230825573206 181.11353845894337 leaf_count=271 170 1890 482 internal_value=0 -0.00034223 0.000403582 internal_weight=0 348.223 302.144 internal_count=2813 2060 753 is_linear=0 shrinkage=0.000714178 Tree=380 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=245.221 97.7992 65.789 threshold=0.040165000000000006 0.12485500000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017020323701134833 -0.0002732789006879325 0.00045746703110604165 0.00035423691476616246 leaf_weight=50.010110139846802 368.40636898577213 35.87202163040638 292.27654953300953 leaf_count=157 2042 66 607 internal_value=0 -0.000208421 0.000277608 internal_weight=0 404.278 342.287 internal_count=2872 2108 764 is_linear=0 shrinkage=0.000422567 Tree=381 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=235.871 84.9651 83.3994 threshold=0.092385000000000009 -0.11327499999999999 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019200652186801364 -0.00035472597047128668 -0.00022358466465611349 0.00021227659458663016 leaf_weight=52.847307145595551 25.569646969437599 317.13126301765442 361.05686211585999 leaf_count=166 121 1765 820 internal_value=0 -0.000164215 0.000174762 internal_weight=0 369.979 386.627 internal_count=2872 1931 941 is_linear=0 shrinkage=0.000303489 Tree=382 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=304.943 118.573 70.45 threshold=0.040165000000000006 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.9287318424316239e-05 -0.00018312914921931675 0.00026560642861420868 0.00023113959740445153 leaf_weight=49.963113635778427 383.61935523152351 43.749866455793381 310.57798074185848 leaf_count=157 2032 76 607 internal_value=0 -0.000137182 0.000185347 internal_weight=0 427.369 360.541 internal_count=2872 2108 764 is_linear=0 shrinkage=0.000258292 Tree=383 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=151.003 79.6939 51.0913 threshold=0.079570000000000016 0.12485500000000001 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087087961519678563 -0.00049688187840727369 0.0009271138209453213 0.00015933503328567329 leaf_weight=131.80651223659515 325.01606669276953 32.616093009710312 180.30988043546677 leaf_count=290 2025 64 493 internal_value=0 -0.000366971 0.000459855 internal_weight=0 357.632 312.116 internal_count=2872 2089 783 is_linear=0 shrinkage=0.000868668 Tree=384 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=145.002 99.4313 7.33955 threshold=0.28937500000000005 -0.034699999999999988 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061428065795930871 0.00050019641461564797 -0.00035338534380736388 0.00090311644802298517 leaf_weight=87.009700760245323 47.355429574847221 436.26754405349493 89.32870326936245 leaf_count=193 113 2320 208 internal_value=0 -0.000192467 0.000763611 internal_weight=0 523.277 136.684 internal_count=2834 2513 321 is_linear=0 shrinkage=0.000826604 Tree=385 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=267.714 98.5052 71.7314 threshold=0.099115000000000023 -0.11516999999999998 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021543831630623807 -0.0002490380224380115 -0.00022229780236780175 0.00025343691788898753 leaf_weight=58.003439217805862 30.23363184928894 359.02411314845085 315.61979326605797 leaf_count=176 125 1883 650 internal_value=0 -0.000161407 0.000209501 internal_weight=0 417.028 345.853 internal_count=2834 2059 775 is_linear=0 shrinkage=0.000311703 Tree=386 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=240.247 81.2687 61.9562 threshold=0.099115000000000023 -0.044739999999999995 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028043492506416609 0.00033506359465392487 0.00023494225282219894 -0.00020508130003871056 leaf_weight=348.86498980224133 294.24067680537701 61.510635331273079 41.395573943853378 leaf_count=1890 619 169 156 internal_value=0 -0.000203178 0.000268437 internal_weight=0 410.376 335.636 internal_count=2834 2059 775 is_linear=0 shrinkage=0.00041345 Tree=387 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=139.992 94.5251 57.8643 threshold=0.099115000000000023 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058532190202913539 -0.00062990038878295448 -0.00044228816859169599 0.00048257951855764866 leaf_weight=54.82877117395401 26.860675379633904 314.74461728334427 264.27569642663002 leaf_count=176 97 1883 678 internal_value=0 -0.000289813 0.000379906 internal_weight=0 369.573 291.136 internal_count=2834 2059 775 is_linear=0 shrinkage=0.000722349 Tree=388 num_leaves=4 num_cat=0 split_feature=12 0 15 split_gain=166.474 90.8899 49.5145 threshold=0.083325000000000024 -0.042499999999999989 0.034800000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044248677524326777 -0.00044143681726861701 0.00048810577396761864 -0.00046337992290933357 leaf_weight=303.03888282179832 284.9363157749176 54.400687009096146 28.675616897642612 leaf_count=745 1839 167 115 internal_value=0 -0.000292398 0.000364155 internal_weight=0 339.337 331.714 internal_count=2866 2006 860 is_linear=0 shrinkage=0.000659066 Tree=389 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=293.671 121.64 59.174 threshold=0.080070000000000016 0.14953500000000003 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.7229373618525173e-05 -0.00018984965199678712 0.00017500698600584168 0.00022131675046452914 leaf_weight=56.575704574584961 340.46067927777767 69.24865585565567 318.09548147022724 leaf_count=169 1900 171 626 internal_value=0 -0.000128177 0.000179255 internal_weight=0 409.709 374.671 internal_count=2866 2071 795 is_linear=0 shrinkage=0.000250974 Tree=390 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=255.674 118.492 64.7587 threshold=0.083325000000000024 0.14953500000000003 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1832434580967578e-05 -0.00027314815517637188 0.00025388365003605525 0.00030414095882254913 leaf_weight=67.709824338555336 314.61995315551758 65.733018398284912 305.04671183228493 leaf_count=231 1837 169 629 internal_value=0 -0.000182058 0.00023403 internal_weight=0 380.353 372.757 internal_count=2866 2006 860 is_linear=0 shrinkage=0.000357051 Tree=391 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=272.047 118.812 59.9507 threshold=0.080070000000000016 -0.17549499999999998 0.26746000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027212571076846396 0.00023485902415109239 -0.00025365344924811116 -0.00022098279228639875 leaf_weight=334.57971706986427 68.120018944144249 334.76496118307114 30.586276531219482 leaf_count=698 186 1885 97 internal_value=0 -0.000171048 0.000230814 internal_weight=0 402.885 365.166 internal_count=2866 2071 795 is_linear=0 shrinkage=0.000337214 Tree=392 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=289.64 132.592 64.4089 threshold=0.040165000000000006 0.16173500000000005 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3120939643442432e-05 -0.00026727836733408657 0.00023160747384296966 0.00029488780553224228 leaf_weight=64.045285925269127 340.35731852054596 71.071344047784805 290.94924008846283 leaf_count=193 1918 169 578 internal_value=0 -0.000181093 0.000228494 internal_weight=0 411.429 354.995 internal_count=2858 2087 771 is_linear=0 shrinkage=0.00033224 Tree=393 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=265.577 93.1015 85.5442 threshold=0.10113500000000002 -0.12032499999999997 -0.24299999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012069143482331382 -0.00037688591618729008 -0.00025389766203208415 0.00019341382195781813 leaf_weight=63.269609853625298 23.78744113445282 421.48692607879639 260.28614102303982 leaf_count=176 99 1963 620 internal_value=0 -0.000205004 0.000145637 internal_weight=0 484.757 284.074 internal_count=2858 2139 719 is_linear=0 shrinkage=0.000287965 Tree=394 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=271.134 135.068 67.0692 threshold=0.040165000000000006 0.28937500000000005 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2677405448300551e-05 -0.00026193875486180086 0.00038983028824708383 0.00030850466529756115 leaf_weight=64.301544010639191 363.5818388313055 45.057869613170624 287.63606370985508 leaf_count=193 2010 77 578 internal_value=0 -0.000190058 0.000235205 internal_weight=0 408.64 351.938 internal_count=2858 2087 771 is_linear=0 shrinkage=0.000355147 Tree=395 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=161.768 92.9426 52.9315 threshold=0.040165000000000006 0.16173500000000005 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018682833654788875 -0.00045743805551041989 0.0004189913544141487 0.0004877234233551873 leaf_weight=63.781092658638954 296.42066349834204 64.036965519189835 245.56609845161438 leaf_count=193 1918 169 578 internal_value=0 -0.000301722 0.000348642 internal_weight=0 360.458 309.347 internal_count=2858 2087 771 is_linear=0 shrinkage=0.000659779 Tree=396 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=300.095 124.967 77.371 threshold=0.080070000000000016 -0.028049999999999995 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2790015341313029e-05 0.00021916590955468025 -0.00025423013427811248 0.0002785694144738553 leaf_weight=67.105071097612381 64.077431201934814 350.23355409502983 290.20062834024429 leaf_count=206 177 1913 569 internal_value=0 -0.000181008 0.000208824 internal_weight=0 414.311 357.306 internal_count=2865 2090 775 is_linear=0 shrinkage=0.000311703 Tree=397 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=162.862 97.7847 66.8773 threshold=0.083325000000000024 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003361432507385642 0.0005669877388254763 -0.0006129578898566529 0.00060809470478303412 leaf_weight=65.479761496186256 58.836410045623779 284.99356989562511 254.66754098236561 leaf_count=235 170 1857 603 internal_value=0 -0.000411025 0.000414961 internal_weight=0 343.83 320.147 internal_count=2865 2027 838 is_linear=0 shrinkage=0.000833385 Tree=398 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=292.278 111.093 73.6504 threshold=0.080070000000000016 -0.028049999999999995 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.6381253223975084e-05 0.00022183500087780313 -0.00027791410587285967 0.00030949478401535448 leaf_weight=66.744470477104187 63.880573198199272 343.59964089095592 286.80727656185627 leaf_count=206 177 1913 569 internal_value=0 -0.000199562 0.000232871 internal_weight=0 407.48 353.552 internal_count=2865 2090 775 is_linear=0 shrinkage=0.000348025 Tree=399 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=159.335 94.6738 64.9595 threshold=0.083325000000000024 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027357613121572154 0.00046096236070463677 -0.0005046930158830675 0.0005013999452051079 leaf_weight=65.404176399111748 58.946401491761208 283.61228775978088 253.58309961855412 leaf_count=235 170 1857 603 internal_value=0 -0.00033851 0.000342494 internal_weight=0 342.559 318.987 internal_count=2865 2027 838 is_linear=0 shrinkage=0.000693396 Tree=400 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=280.916 100.318 53.9158 threshold=0.10100500000000003 -0.24242999999999995 0.25682500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00060126313391703934 0.00026604905040283607 -0.0001620757916351689 -0.00012420719955899987 leaf_weight=15.65563742816448 298.57369662821293 425.76397117972374 34.686231359839439 leaf_count=30 591 2093 125 internal_value=0 -0.000134978 0.000225426 internal_weight=0 441.42 333.26 internal_count=2839 2123 716 is_linear=0 shrinkage=0.000296325 Tree=401 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=151.054 124.532 5.73619 threshold=0.28937500000000005 -0.24242999999999995 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00115355963892042 0.00053928075827216928 -0.00030549326675345645 0.00095554691838473126 leaf_weight=48.747405782341957 33.097857028245926 476.58105293661356 103.93896040320396 leaf_count=100 77 2422 240 internal_value=0 -0.000170065 0.000855097 internal_weight=0 525.328 137.037 internal_count=2839 2522 317 is_linear=0 shrinkage=0.000869634 Tree=402 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=146.292 119.97 5.72672 threshold=0.28937500000000005 -0.24242999999999995 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00090246649922063151 0.00042098396424970281 -0.00023698712190276479 0.0007520045639351216 leaf_weight=48.235831990838051 32.820829033851624 475.53221227228642 102.24606582522392 leaf_count=100 77 2422 240 internal_value=0 -0.000132021 0.000671638 internal_weight=0 523.768 135.067 internal_count=2839 2522 317 is_linear=0 shrinkage=0.000688563 Tree=403 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=256.079 92.525 57.2141 threshold=0.10100500000000003 -0.24242999999999995 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062251765581556109 0.00030713410523836336 -0.00017374522333008077 -2.7734809711741513e-05 leaf_weight=15.868036687374113 254.03322730958462 418.18753191828728 67.785451993346214 leaf_count=30 523 2093 193 internal_value=0 -0.00014461 0.000236602 internal_weight=0 434.056 321.819 internal_count=2839 2123 716 is_linear=0 shrinkage=0.00032385 Tree=404 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=140.145 101.044 43.9072 threshold=0.081135000000000013 0.15756500000000004 0.26746000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041604812583550811 -0.00042466218982018401 0.00046536609120047327 -0.00046188955365923488 leaf_weight=277.30401653051376 289.38512113690376 65.807580530643463 26.197044432163239 leaf_count=685 1908 174 87 internal_value=0 -0.000259748 0.000340244 internal_weight=0 355.193 303.501 internal_count=2854 2082 772 is_linear=0 shrinkage=0.000648395 Tree=405 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=292.64 105.167 102.697 threshold=0.099250000000000019 -0.24526499999999998 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001771370650573393 -0.00032458110228850232 0.00024164334567847444 0.00030516659805155852 leaf_weight=404.41721026599407 26.460952579975128 317.6192901134491 35.789081066846848 leaf_count=2033 121 624 76 internal_value=0 0.000198083 -0.000137914 internal_weight=0 344.08 440.206 internal_count=2854 745 2109 is_linear=0 shrinkage=0.00027296 Tree=406 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=136.992 98.2465 42.5617 threshold=0.081135000000000013 0.15756500000000004 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046671811216639854 -0.00045819889943016505 0.00049828806713386308 -0.00033260081497406459 leaf_weight=264.96919351816177 288.06597806513309 65.759150445461273 37.965134754776955 leaf_count=653 1908 174 119 internal_value=0 -0.000280416 0.000366529 internal_weight=0 353.825 302.934 internal_count=2854 2082 772 is_linear=0 shrinkage=0.000706151 Tree=407 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=131.758 94.5956 40.9494 threshold=0.081135000000000013 0.15756500000000004 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049024432899278628 -0.00048235679844356032 0.00052191080745136651 -0.00034652687447770791 leaf_weight=263.30043859779835 285.62905701249838 65.53033459186554 38.032087370753288 leaf_count=653 1908 174 119 internal_value=0 -0.000294931 0.000384618 internal_weight=0 351.159 301.333 internal_count=2854 2082 772 is_linear=0 shrinkage=0.000753931 Tree=408 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=143.441 78.3707 55.4973 threshold=0.099115000000000023 -0.12032499999999997 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048421986754613029 -0.00058876721055940425 -0.00041124155913694591 0.00043159143316041638 leaf_weight=48.765772417187691 25.405638232827187 317.77356482297182 248.70506666600704 leaf_count=158 114 1934 632 internal_value=0 -0.000292087 0.000336986 internal_weight=0 366.539 274.111 internal_count=2838 2092 746 is_linear=0 shrinkage=0.000657796 Tree=409 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=248.837 84.7765 67.7827 threshold=0.099115000000000023 -0.12032499999999997 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022306069439801898 -0.00031596944743501047 -0.00023527978076141523 0.00025870348993538631 leaf_weight=51.033666372299194 24.603031694889069 357.19152136147022 294.04620569944382 leaf_count=158 109 1934 637 internal_value=0 -0.000177973 0.000214316 internal_weight=0 408.225 318.649 internal_count=2838 2092 746 is_linear=0 shrinkage=0.000332689 Tree=410 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=260.183 84.4735 83.8486 threshold=0.092385000000000009 -0.060094999999999989 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020647367081926742 -0.00027268270115956086 0.00010798730007573629 0.00017108605619992843 leaf_weight=296.04117915034294 27.694213971495628 62.481631010770798 357.81383056938648 leaf_count=1700 123 202 813 internal_value=0 -0.000151668 0.000139195 internal_weight=0 358.523 385.508 internal_count=2838 1902 936 is_linear=0 shrinkage=0.000245776 Tree=411 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=267.872 82.6991 70.2971 threshold=0.099115000000000023 -0.12032499999999997 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022741603968606859 -0.00033843563282979952 -0.00025495438446560632 0.00028385504811201422 leaf_weight=51.845745593309402 25.117186531424522 366.94362950325012 303.01248820126057 leaf_count=158 109 1934 637 internal_value=0 -0.00019523 0.000236204 internal_weight=0 418.789 328.13 internal_count=2838 2092 746 is_linear=0 shrinkage=0.000357557 Tree=412 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=253.836 131.496 60.4776 threshold=0.081135000000000013 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6875641049467794e-05 0.00023054528223729774 -0.0002241532417833232 0.00025035621093454259 leaf_weight=64.100609555840492 66.86865071952343 335.18064878880978 295.64680099487305 leaf_count=193 180 1886 601 internal_value=0 -0.000148521 0.000193831 internal_weight=0 402.049 359.747 internal_count=2860 2066 794 is_linear=0 shrinkage=0.000296091 Tree=413 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=283.983 132.715 58.4157 threshold=0.081135000000000013 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6814114651315937e-05 0.00018905448585102911 -0.00019586644622228693 0.00021796967340020573 leaf_weight=63.731411874294281 67.689274713397026 344.0169579833746 301.70470567047596 leaf_count=193 180 1886 601 internal_value=0 -0.000132575 0.000171792 internal_weight=0 411.706 365.436 internal_count=2860 2066 794 is_linear=0 shrinkage=0.000251311 Tree=414 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=279.75 132.033 55.8297 threshold=0.081135000000000013 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0176396350011155e-05 0.00026160814572665305 -0.00026918165415621873 0.00029783800438775224 leaf_weight=63.585525527596474 67.562079548835754 344.29788281023502 301.13826608657837 leaf_count=193 180 1886 601 internal_value=0 -0.000182102 0.000235422 internal_weight=0 411.86 364.724 internal_count=2860 2066 794 is_linear=0 shrinkage=0.000347192 Tree=415 num_leaves=4 num_cat=0 split_feature=12 49 484 split_gain=143.529 117.531 48.4868 threshold=0.083325000000000024 -0.028049999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058499789613135605 0.00061283335245566201 -0.00051951258126898777 0.00046076891029899787 leaf_weight=26.4651730209589 61.258932620286942 278.80446170270443 294.7069823294878 leaf_count=99 173 1842 746 internal_value=0 -0.000315509 0.000374566 internal_weight=0 340.063 321.172 internal_count=2860 2015 845 is_linear=0 shrinkage=0.000740303 Tree=416 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=145.906 91.6909 43.2296 threshold=0.040165000000000006 0.14953500000000003 0.089075000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015039031847349793 -0.00051517365784936814 0.00051952780808739918 0.00057024153876638782 leaf_weight=64.654249876737595 287.21044931560755 63.687647849321365 234.32375605404377 leaf_count=192 1886 173 565 internal_value=0 -0.000327358 0.000414405 internal_weight=0 350.898 298.978 internal_count=2816 2059 757 is_linear=0 shrinkage=0.000780256 Tree=417 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=138.685 111.746 6.96815 threshold=0.28937500000000005 -0.018084999999999997 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063328734929374178 0.00043234673609747275 -0.0003482784477413918 0.00086483230259481742 leaf_weight=91.613129958510399 32.231082007288933 423.37767220288515 97.810678333044052 leaf_count=200 78 2299 239 internal_value=0 -0.000173648 0.000757719 internal_weight=0 514.991 130.042 internal_count=2816 2499 317 is_linear=0 shrinkage=0.000805905 Tree=418 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=137.859 87.1491 41.2071 threshold=0.040165000000000006 -0.028049999999999995 0.089075000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013410201247575937 0.0004425943367525045 -0.00047187076860599297 0.0005159181163263822 leaf_weight=64.566396951675415 66.770393371582031 279.34413269907236 230.43170218169689 leaf_count=192 202 1857 565 internal_value=0 -0.000295443 0.000373648 internal_weight=0 346.115 294.998 internal_count=2816 2059 757 is_linear=0 shrinkage=0.000719172 Tree=419 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=229.612 125.988 52.714 threshold=0.040165000000000006 0.14953500000000003 0.089625000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2776208338772569e-05 -0.00026627786042426047 0.00026283268695089407 0.00030156015516708137 leaf_weight=66.862688332796097 321.44513447582722 69.818837016820908 268.19385850429535 leaf_count=196 1886 173 561 internal_value=0 -0.000171853 0.000230851 internal_weight=0 391.264 335.057 internal_count=2816 2059 757 is_linear=0 shrinkage=0.000357051 Tree=420 num_leaves=4 num_cat=0 split_feature=1 376 52 split_gain=278.706 92.3204 78.3728 threshold=0.099250000000000019 0.048695000000000009 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018987948511545164 -0.00030914529111163798 0.00036812965959873693 0.00025461059241928247 leaf_weight=396.25790211558342 24.364029541611671 29.241326883435249 321.47239646315575 leaf_count=2055 112 48 658 internal_value=0 -0.000151517 0.000214879 internal_weight=0 425.499 345.836 internal_count=2873 2103 770 is_linear=0 shrinkage=0.000303146 Tree=421 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=157.882 94.4677 44.0114 threshold=0.040165000000000006 0.12968000000000005 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081841638068472786 -0.00051079356330260004 0.00099553699942483065 0.00018274254993857941 leaf_weight=128.25079269707203 311.82754600048065 31.63525515794754 181.65784285962582 leaf_count=293 2024 59 497 internal_value=0 -0.000372003 0.00044584 internal_weight=0 343.463 309.909 internal_count=2873 2083 790 is_linear=0 shrinkage=0.000830793 Tree=422 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=257.729 118.817 52.0181 threshold=0.040165000000000006 0.12968000000000005 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5855089086784858e-05 -0.00023791754398751281 0.00042259821988430542 0.00028504901227247123 leaf_weight=63.120192259550095 352.38058586418629 34.564309239387512 287.34354756772518 leaf_count=186 2024 59 604 internal_value=0 -0.000178898 0.000223651 internal_weight=0 386.945 350.464 internal_count=2873 2083 790 is_linear=0 shrinkage=0.000340048 Tree=423 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=318.803 136.025 56.2037 threshold=0.040165000000000006 0.12968000000000005 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8696808991957744e-05 -0.00019877442470227989 0.00034470910845868562 0.00023722693853729426 leaf_weight=63.572185933589935 375.76737540960312 36.017698064446449 308.35272359848022 leaf_count=186 2024 59 604 internal_value=0 -0.000151224 0.000190064 internal_weight=0 411.785 371.925 internal_count=2873 2083 790 is_linear=0 shrinkage=0.000267212 Tree=424 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=256.908 98.6465 61.084 threshold=0.099250000000000019 -0.11516999999999998 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023181400279987017 0.00028372351442165343 -0.00025469953018561372 -0.00019487803831434838 leaf_weight=58.128556802868843 284.91735151410103 343.61055940389633 35.806782364845276 leaf_count=178 603 1889 143 internal_value=0 -0.000184297 0.000230282 internal_weight=0 401.739 320.724 internal_count=2813 2067 746 is_linear=0 shrinkage=0.000345431 Tree=425 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=218.042 111.273 43.3579 threshold=0.083325000000000024 -0.028049999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032666988600536632 0.00026680565279796808 -0.00029793852781839861 6.0361767275975157e-05 leaf_weight=199.05294217169285 59.321217224001884 304.23048923909664 154.58181366324425 leaf_count=448 167 1798 400 internal_value=0 -0.000205779 0.00021027 internal_weight=0 363.552 353.635 internal_count=2813 1965 848 is_linear=0 shrinkage=0.000377251 Tree=426 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=149.907 105.719 6.81961 threshold=0.28937500000000005 0.08035500000000001 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041437469772321001 0.00042517501242110827 0.00028841651406038286 0.00078535616414731929 leaf_weight=348.11925891041756 38.858264192938805 160.2748501226306 88.600814923644066 leaf_count=1989 96 516 212 internal_value=0 -0.000192812 0.000675628 internal_weight=0 508.394 127.459 internal_count=2813 2505 308 is_linear=0 shrinkage=0.000716085 Tree=427 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=276.695 83.1897 80.8185 threshold=0.099250000000000019 -0.28430999999999995 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9505609427138655e-05 -0.00035255090807959094 0.00016844348370503097 -0.00024350916447586309 leaf_weight=62.143862962722778 23.071998760104179 270.32300017774105 398.27736380696297 leaf_count=178 103 643 1889 internal_value=0 0.000127453 -0.00019991 internal_weight=0 293.395 460.421 internal_count=2813 746 2067 is_linear=0 shrinkage=0.000263458 Tree=428 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=239.654 122.842 63.9711 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024388262181000145 0.00028296963141651379 -0.00021847909601670933 -7.56637334352638e-05 leaf_weight=66.268600985407829 246.31563375890255 371.43244706094265 60.669589444994926 leaf_count=193 516 1972 185 internal_value=0 -0.000148469 0.000212093 internal_weight=0 437.701 306.985 internal_count=2866 2165 701 is_linear=0 shrinkage=0.000312867 Tree=429 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=253.764 124.89 64.297 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022265253807798242 0.0002625703549411128 -0.00020196711798504136 -6.441567975516474e-05 leaf_weight=66.760197103023529 250.68683518469334 378.84169928729534 61.338009417057037 leaf_count=193 516 1972 185 internal_value=0 -0.000138344 0.000198291 internal_weight=0 445.602 312.025 internal_count=2866 2165 701 is_linear=0 shrinkage=0.000286284 Tree=430 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=131.301 104.319 46.4218 threshold=0.10384000000000002 -0.10072999999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005513831961054779 0.00065092653144291834 -0.00045976293996309695 -0.00018724075643586 leaf_weight=77.360070198774338 183.09443211555481 335.004529774189 52.337429389357567 leaf_count=274 458 1965 169 internal_value=0 -0.000270054 0.000464599 internal_weight=0 412.365 235.432 internal_count=2866 2239 627 is_linear=0 shrinkage=0.000784903 Tree=431 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=240.232 116.752 54.8265 threshold=0.040165000000000006 0.28937500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031228077237921062 -0.00021073936768298106 0.00032512231572768717 5.8139971290095357e-05 leaf_weight=180.50195455551147 368.95339733362198 43.010387018322945 145.14376428723335 leaf_count=362 2054 77 373 internal_value=0 -0.000154781 0.000199018 internal_weight=0 411.964 325.646 internal_count=2866 2131 735 is_linear=0 shrinkage=0.000307851 Tree=432 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=150.531 89.4577 59.1037 threshold=0.078300000000000008 0.098330000000000015 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067101867285998919 -0.00039356178685949229 0.0014737736170390189 2.808244204998382e-05 leaf_weight=164.89696039259434 332.3162040412426 13.93519653379917 136.33292904496193 leaf_count=389 2054 29 377 internal_value=0 -0.000318332 0.000380054 internal_weight=0 346.251 301.23 internal_count=2849 2083 766 is_linear=0 shrinkage=0.000722482 Tree=433 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=223.135 101.302 63.1525 threshold=0.078300000000000008 0.3180650000000001 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042991150540137651 -0.00029337963054085637 0.00043376115716904282 5.1259204930124836e-05 leaf_weight=187.80151973664761 343.19872592389584 39.745597943663597 145.30241848528385 leaf_count=389 2010 73 377 internal_value=0 -0.000217892 0.000264753 internal_weight=0 382.944 333.104 internal_count=2849 2083 766 is_linear=0 shrinkage=0.000431263 Tree=434 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=146.487 80.3509 57.6975 threshold=0.078300000000000008 -0.026279999999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067348224266635087 0.00047576822094937983 -0.00047493313315825566 2.9408871631207163e-05 leaf_weight=163.59228429198265 56.952180847525597 288.45280245691538 136.55169326066971 leaf_count=389 180 1903 377 internal_value=0 -0.000318159 0.000380479 internal_weight=0 345.405 300.144 internal_count=2849 2083 766 is_linear=0 shrinkage=0.000731527 Tree=435 num_leaves=4 num_cat=0 split_feature=12 3 13 split_gain=140.913 85.773 56.2115 threshold=0.078300000000000008 0.098330000000000015 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071948912580420974 -0.0004193812326001416 0.0015775922795974373 3.1055301881824775e-05 leaf_weight=161.68743814527988 329.31324097514153 13.975742176175116 136.51966045796871 leaf_count=389 2054 29 377 internal_value=0 -0.000337999 0.000404345 internal_weight=0 343.289 298.207 internal_count=2849 2083 766 is_linear=0 shrinkage=0.000790015 Tree=436 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=262.048 105.946 65.0827 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018567951660229909 -0.00027878862075101838 0.00032393032121656035 0.00025471292788368583 leaf_weight=395.97185714542866 21.740005388855934 39.723662361502647 291.32025222480297 leaf_count=2047 102 84 605 internal_value=0 -0.000139205 0.00021765 internal_weight=0 435.696 313.06 internal_count=2838 2131 707 is_linear=0 shrinkage=0.000297542 Tree=437 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=146.176 80.2512 39.0612 threshold=0.10396500000000002 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034804021792163477 0.00055213744930957388 0.00048875308973468016 -0.00010781293197238999 leaf_weight=347.69562117010355 191.53825246542692 57.774810142815113 48.615545570850372 leaf_count=2026 483 171 158 internal_value=0 -0.00022879 0.000418542 internal_weight=0 405.47 240.154 internal_count=2838 2197 641 is_linear=0 shrinkage=0.000657565 Tree=438 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=227.843 146.401 6.19328 threshold=0.28937500000000005 1.0000000180025095e-35 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013801890597718296 0.00023559486412679732 0.00030641992483104703 0.00036359855911811435 leaf_weight=507.56470879912376 49.883343160152435 78.341210305690765 114.32462008297443 leaf_count=2378 101 146 213 internal_value=0 -7.85851e-05 0.000324745 internal_weight=0 585.906 164.208 internal_count=2838 2524 314 is_linear=0 shrinkage=0.00030263 Tree=439 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=263.019 85.0182 53.3761 threshold=0.10396500000000002 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030504943891843572 0.00030969482951774552 0.00016411377259223662 -0.00012107695011739575 leaf_weight=434.95763386785984 200.12492768466473 61.640747174620628 50.314426779747009 leaf_count=2026 483 171 158 internal_value=0 -0.00024681 0.000223148 internal_weight=0 496.598 250.439 internal_count=2838 2197 641 is_linear=0 shrinkage=0.000373905 Tree=440 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=250.002 129.574 65.5123 threshold=0.040165000000000006 0.28937500000000005 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028334484663412722 -0.00020241616206934454 0.00032210164422949179 3.6552357878249738e-05 leaf_weight=203.98894725739956 367.52369166910648 42.543850958347321 152.04478360712528 leaf_count=397 1999 71 388 internal_value=0 -0.000147986 0.000177959 internal_weight=0 410.068 356.034 internal_count=2855 2070 785 is_linear=0 shrinkage=0.000284586 Tree=441 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=225.581 93.7869 52.4144 threshold=0.10100500000000003 0.062580000000000011 0.28332500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023375338689447941 0.00030217025804312445 0.00036898837995529981 -0.00018459923282074077 leaf_weight=378.83395439386368 264.25355137884617 39.359959617257118 34.549395650625229 leaf_count=2052 584 87 132 internal_value=0 -0.00017701 0.000245879 internal_weight=0 418.194 298.803 internal_count=2855 2139 716 is_linear=0 shrinkage=0.000371715 Tree=442 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=281.449 99.5188 56.9275 threshold=0.10100500000000003 0.062580000000000011 0.28332500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017329028745578117 0.00022926340265714358 0.0002603708881136982 -0.00012317025800174118 leaf_weight=399.19307596981525 285.27727830410004 40.21624031662941 35.593855381011963 leaf_count=2052 584 87 132 internal_value=0 -0.000133591 0.000190163 internal_weight=0 439.409 320.871 internal_count=2855 2139 716 is_linear=0 shrinkage=0.000262808 Tree=443 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=249.821 96.615 51.0887 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020114909368239682 0.00027975995121782448 0.0003137325308925871 -4.3602189444646623e-05 leaf_weight=388.35935106873512 249.38106645643711 39.638477697968483 59.800790950655937 leaf_count=2052 539 87 177 internal_value=0 -0.000153452 0.000217218 internal_weight=0 427.998 309.182 internal_count=2855 2139 716 is_linear=0 shrinkage=0.000314214 Tree=444 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=156.361 125.169 5.75225 threshold=0.28937500000000005 1.0000000180025095e-35 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033005080886023283 0.00055383237134602205 0.00080878169564050425 0.00091206248502867136 leaf_weight=450.62583667784929 42.294758811593056 71.949059545993805 91.317662551999092 leaf_count=2378 99 147 216 internal_value=0 -0.00017323 0.000798761 internal_weight=0 522.575 133.612 internal_count=2840 2525 315 is_linear=0 shrinkage=0.000801877 Tree=445 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=215.819 129.488 66.763 threshold=0.080070000000000016 0.28937500000000005 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029024882889050046 -0.00025735798403031431 0.00042250439251546277 -0.00021324384981615094 leaf_weight=296.91096822917461 337.31215284764767 43.708807036280632 41.457220703363419 leaf_count=654 1982 75 129 internal_value=0 -0.00017935 0.000228552 internal_weight=0 381.021 338.368 internal_count=2840 2057 783 is_linear=0 shrinkage=0.000371715 Tree=446 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=235.269 130.967 65.8106 threshold=0.080070000000000016 0.28937500000000005 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025841595644451372 -0.00022571728814041358 0.00036616161393982361 -0.00017144838874701764 leaf_weight=303.40929506719112 343.29494750499725 43.576707929372787 41.931503877043724 leaf_count=654 1982 75 129 internal_value=0 -0.000159034 0.000206215 internal_weight=0 386.872 345.341 internal_count=2840 2057 783 is_linear=0 shrinkage=0.000321667 Tree=447 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=154.211 122.617 5.72884 threshold=0.28937500000000005 1.0000000180025095e-35 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029421779481386478 0.00049764036252399405 0.00072498623578354259 0.00082090280421286274 leaf_weight=451.51873940229416 42.197767928242683 71.615212514996529 90.685639709234238 leaf_count=2378 99 147 216 internal_value=0 -0.000154671 0.000718335 internal_weight=0 523.134 132.883 internal_count=2840 2525 315 is_linear=0 shrinkage=0.000723719 Tree=448 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=251.167 119.115 68.5545 threshold=0.099115000000000023 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029866802616720944 -0.00033453999835849621 -0.00026790209686338242 0.00029886320661898946 leaf_weight=58.452532276511192 25.088536262512207 353.769236728549 290.21242292225361 leaf_count=168 89 1945 649 internal_value=0 -0.000187553 0.000248446 internal_weight=0 412.222 315.301 internal_count=2851 2113 738 is_linear=0 shrinkage=0.000367723 Tree=449 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=289.167 144.428 68.3832 threshold=0.040165000000000006 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010173543717939895 -0.00021521021055082452 0.00032849589698678502 0.0002398106700489221 leaf_weight=54.020406231284142 361.40238443017006 42.684796154499054 301.5615157186985 leaf_count=169 2005 70 607 internal_value=0 -0.000157764 0.00018792 internal_weight=0 404.087 355.582 internal_count=2851 2075 776 is_linear=0 shrinkage=0.000279583 Tree=450 num_leaves=4 num_cat=0 split_feature=1 3 159 split_gain=295.903 125.981 64.4487 threshold=0.099115000000000023 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021471127489861757 -0.00020653773827766336 -0.00019868874474475459 0.00022290722540902543 leaf_weight=59.064595088362694 26.187461018562317 368.33823016285896 306.17140077054501 leaf_count=168 89 1945 649 internal_value=0 -0.000141552 0.00018906 internal_weight=0 427.403 332.359 internal_count=2851 2113 738 is_linear=0 shrinkage=0.000262808 Tree=451 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=166.364 116.525 46.1561 threshold=0.099115000000000023 -0.11516999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070331611442381575 0.00020635358690692025 -0.00053524678175619978 0.00087436116630309525 leaf_weight=55.971039429306984 173.6208757609129 321.95096237957478 103.75559295713902 leaf_count=168 500 1945 238 internal_value=0 -0.000351787 0.000456272 internal_weight=0 377.922 277.376 internal_count=2851 2113 738 is_linear=0 shrinkage=0.000792397 Tree=452 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=153.638 95.4789 57.8335 threshold=0.080070000000000016 -0.17549499999999998 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052686819826235065 0.00051450376556688563 -0.00051468762722068251 -0.00050992724464733144 leaf_weight=277.09244386851788 64.411777943372726 288.24210687726736 35.435739263892174 leaf_count=683 190 1913 116 internal_value=0 -0.000326689 0.000409288 internal_weight=0 352.654 312.528 internal_count=2902 2103 799 is_linear=0 shrinkage=0.000764323 Tree=453 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=147.798 91.9113 55.6068 threshold=0.080070000000000016 -0.17549499999999998 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004842431235832821 0.00047020198408825805 -0.00047382047453829897 -0.00046456523492090972 leaf_weight=275.19635682553053 64.331440910696983 285.80822708457708 35.501315280795097 leaf_count=683 190 1913 116 internal_value=0 -0.000300358 0.000375807 internal_weight=0 350.14 310.698 internal_count=2902 2103 799 is_linear=0 shrinkage=0.000713631 Tree=454 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=266.221 89.7484 62.2726 threshold=0.10100500000000003 0.062580000000000011 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019625843441610773 0.00028331053038461529 0.0003404035615730742 -0.00016270677160343158 leaf_weight=401.1113998144865 288.8590143173933 35.327676609158516 36.772998422384262 leaf_count=2091 596 75 140 internal_value=0 -0.000152805 0.000232936 internal_weight=0 436.439 325.632 internal_count=2902 2166 736 is_linear=0 shrinkage=0.00032286 Tree=455 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=145.973 77.7247 46.6287 threshold=0.10100500000000003 -0.11327499999999999 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054579066479748268 0.00062317084604664554 -0.00047440954509430749 -0.00043007811051644937 leaf_weight=62.574751108884811 237.48032017052174 324.96872701495886 33.723607882857323 leaf_count=198 596 1968 140 internal_value=0 -0.000309664 0.000492181 internal_weight=0 387.543 271.204 internal_count=2902 2166 736 is_linear=0 shrinkage=0.000838333 Tree=456 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=278.89 100.415 87.1754 threshold=0.092385000000000009 -0.017269999999999997 -0.25811499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024060104815934609 -0.000314374944705558 0.00024154785906110331 0.00023141075060217865 leaf_weight=308.95398047566414 28.98179118335247 45.489682659506798 366.55603829026222 leaf_count=1769 131 121 827 internal_value=0 -0.000178712 0.000191407 internal_weight=0 354.444 395.538 internal_count=2848 1890 958 is_linear=0 shrinkage=0.000303025 Tree=457 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=157.691 98.2694 77.7659 threshold=0.089825000000000002 -0.035274999999999994 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061021343083042219 -0.0010723708930504537 0.00068032665118600906 0.00047273885614023677 leaf_weight=242.53003445267677 21.972478292882442 44.225936874747276 340.67942463606596 leaf_count=1638 122 127 961 internal_value=0 -0.000411143 0.000379072 internal_weight=0 286.756 362.652 internal_count=2848 1765 1083 is_linear=0 shrinkage=0.000796339 Tree=458 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=152.143 92.5834 74.9618 threshold=0.092385000000000009 -0.017269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005439408345651412 -0.00080231808212946566 0.00069908644549706157 0.00051707105632783684 leaf_weight=267.14245071262121 29.595293372869492 43.680644705891609 304.6590618044138 leaf_count=1769 129 121 829 internal_value=0 -0.000369223 0.000400212 internal_weight=0 310.823 334.254 internal_count=2848 1890 958 is_linear=0 shrinkage=0.000791676 Tree=459 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=275.031 117.653 45.2361 threshold=0.040165000000000006 -0.028049999999999995 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030254211104542209 0.00020239381937675577 -0.0002222452264161471 8.7820389269745692e-05 leaf_weight=194.77316774427891 68.770295158028603 337.95117917656898 153.84066565334797 leaf_count=388 192 1889 379 internal_value=0 -0.000150439 0.000207797 internal_weight=0 406.721 348.614 internal_count=2848 2081 767 is_linear=0 shrinkage=0.000295965 Tree=460 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=242.578 100.434 55.0721 threshold=0.099115000000000023 0.11429000000000002 0.26829500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018778446955909208 0.00026758945274990938 0.00057790673267652643 -0.0001412599893768226 leaf_weight=390.3548052161932 273.85690933465958 18.04988369345665 37.783045381307602 leaf_count=2065 586 33 143 internal_value=0 -0.000153918 0.000218015 internal_weight=0 408.405 311.64 internal_count=2827 2098 729 is_linear=0 shrinkage=0.0003175 Tree=461 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=142.327 80.8715 45.4478 threshold=0.10423500000000001 0.14180000000000004 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039052601980791267 0.00077650978904327689 0.0017572257352113569 -0.00018555365942723895 leaf_weight=386.46556054800749 179.76382755488157 14.449826553463934 49.894621774554253 leaf_count=2183 454 27 163 internal_value=0 -0.000313037 0.000567498 internal_weight=0 400.915 229.658 internal_count=2827 2210 617 is_linear=0 shrinkage=0.000891902 Tree=462 num_leaves=4 num_cat=0 split_feature=3 0 13 split_gain=139.424 131.01 62.4294 threshold=-0.059315 -0.043914999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060667005105889563 0.00074873640659018032 0.00063241415467557289 -1.0215341677949432e-05 leaf_weight=266.86060801893473 163.83533477783203 70.83573305606842 125.64476469159126 leaf_count=1834 428 200 365 internal_value=0 -0.000346737 0.000419345 internal_weight=0 337.696 289.48 internal_count=2827 2034 793 is_linear=0 shrinkage=0.000810024 Tree=463 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=232.742 80.2291 55.541 threshold=0.10423500000000001 -0.24242999999999995 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043831209222521754 0.00025664644482185071 -0.0002222820876663966 -0.00010491957798068756 leaf_weight=18.108678683638573 182.26219091564417 465.5521082431078 51.755254507064819 leaf_count=34 454 2176 163 internal_value=0 -0.000197533 0.000176681 internal_weight=0 483.661 234.017 internal_count=2827 2210 617 is_linear=0 shrinkage=0.000308053 Tree=464 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=134.921 95.376 41.816 threshold=0.080070000000000016 -0.17549499999999998 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077615421379306499 0.00058065518711327509 -0.00052050898766811888 0.0001740684027007247 leaf_weight=122.47171074151993 60.90996553003788 268.66452014446259 179.70524397492409 leaf_count=285 178 1853 497 internal_value=0 -0.000316977 0.000418126 internal_weight=0 329.574 302.177 internal_count=2813 2031 782 is_linear=0 shrinkage=0.000794615 Tree=465 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=129.778 91.7764 40.8524 threshold=0.080070000000000016 -0.17549499999999998 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007917657838073086 0.0005861017500707528 -0.00052921573180505263 0.00017575526050729785 leaf_weight=121.03770783543587 60.829974159598351 266.39305764436722 179.41383680701256 leaf_count=285 178 1853 497 internal_value=0 -0.000321859 0.000423951 internal_weight=0 327.223 300.452 internal_count=2813 2031 782 is_linear=0 shrinkage=0.000819375 Tree=466 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=124.824 88.3089 39.9065 threshold=0.080070000000000016 -0.17549499999999998 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078213530493235681 0.0005728922492197377 -0.00052101276077614071 0.00017184202880106476 leaf_weight=119.62291377782822 60.750100433826447 264.1613801419735 179.12806211411953 leaf_count=285 178 1853 497 internal_value=0 -0.000316459 0.000416244 internal_weight=0 324.911 298.751 internal_count=2813 2031 782 is_linear=0 shrinkage=0.000818191 Tree=467 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=122.557 104.287 5.45223 threshold=0.27150500000000005 -0.078179999999999986 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072978894732734904 0.0004953448170375523 -0.00027051339522564518 0.00081906794755107833 leaf_weight=67.269310012459755 46.903851896524429 428.79951729625463 76.742091283202171 leaf_count=145 123 2346 199 internal_value=0 -0.000134845 0.000696362 internal_weight=0 496.069 123.646 internal_count=2813 2491 322 is_linear=0 shrinkage=0.000747022 Tree=468 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=122.737 105.711 6.13362 threshold=0.28937500000000005 -0.18207999999999999 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093689941114148104 0.00044234863670033873 -0.0002692418541008889 0.00081010616829541092 leaf_weight=45.079563871026039 37.721241772174835 452.41934479773045 80.178015694022179 leaf_count=104 97 2424 213 internal_value=0 -0.000159919 0.000692535 internal_weight=0 497.499 117.899 internal_count=2838 2528 310 is_linear=0 shrinkage=0.000751253 Tree=469 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=118.782 101.681 6.12972 threshold=0.28937500000000005 -0.18207999999999999 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010311173568915769 0.00048678205162616965 -0.00029438119963997358 0.00089940055984329722 leaf_weight=44.692203462123871 37.401012197136879 451.44675376266241 78.804657325148582 leaf_count=104 97 2424 213 internal_value=0 -0.000174945 0.0007667 internal_weight=0 496.139 116.206 internal_count=2838 2528 310 is_linear=0 shrinkage=0.000838416 Tree=470 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=205.43 92.9097 68.7086 threshold=0.10100500000000003 0.062580000000000011 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019196908866930872 0.00026214456557008942 0.00033248356044014244 -0.00021646751126871768 leaf_weight=375.95382532477379 269.96693451702595 38.939193442463875 35.446625560522079 leaf_count=2024 591 82 141 internal_value=0 -0.000142734 0.000206586 internal_weight=0 414.893 305.414 internal_count=2838 2106 732 is_linear=0 shrinkage=0.000323264 Tree=471 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=116.458 93.6557 6.09593 threshold=0.28937500000000005 -0.046739999999999997 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040589929759497789 0.00040407333724084811 -0.00031226519464403775 0.0007487796931619716 leaf_weight=116.30345059931278 37.267500430345535 380.0718057975173 77.989716455340385 leaf_count=334 97 2194 213 internal_value=0 -0.000143986 0.000637407 internal_weight=0 496.375 115.257 internal_count=2838 2528 310 is_linear=0 shrinkage=0.00070034 Tree=472 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=119.406 80.2714 5.99647 threshold=0.28937500000000005 -0.24242999999999995 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010010095246775631 0.00052266213989519571 -0.00029101269411273528 0.00094515722150611192 leaf_weight=39.778993174433708 38.891347572207451 459.06818671524525 75.277103289961815 leaf_count=92 100 2446 205 internal_value=0 -0.00018795 0.000801346 internal_weight=0 498.847 114.168 internal_count=2843 2538 305 is_linear=0 shrinkage=0.000872701 Tree=473 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=207.538 127.47 42.5114 threshold=0.040165000000000006 0.28937500000000005 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029133152945467848 -0.00019331755521172914 0.00031782320588667312 8.3545159861908732e-05 leaf_weight=134.39829210937023 355.60619680583477 44.396274551749229 195.72697630524635 leaf_count=271 2000 78 494 internal_value=0 -0.000136574 0.00016815 internal_weight=0 400.002 330.125 internal_count=2843 2078 765 is_linear=0 shrinkage=0.000284472 Tree=474 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=117.073 78.4643 48.6357 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041665025390415483 0.00060745539901359714 0.00075931800925008728 -0.00024491974769772602 leaf_weight=326.01692210137844 192.02704574912786 40.13671213388443 54.039727196097374 leaf_count=2031 531 94 187 internal_value=0 -0.000287711 0.000420257 internal_weight=0 366.154 246.067 internal_count=2843 2125 718 is_linear=0 shrinkage=0.000793789 Tree=475 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=112.604 64.6149 43.0753 threshold=0.10384000000000002 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039571001126079705 0.00065887513378888075 0.0006734259730123834 -0.00019070403472115134 leaf_weight=340.07539266347885 172.36684396862984 43.268788367509842 52.99396476149559 leaf_count=2080 474 111 178 internal_value=0 -0.000275007 0.000459096 internal_weight=0 383.344 225.361 internal_count=2843 2191 652 is_linear=0 shrinkage=0.000824188 Tree=476 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=203.951 99.9156 58.7715 threshold=0.040165000000000006 0.28937500000000005 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032802715768243682 -0.00020081271616909687 0.00032283433184725679 6.5978957463963973e-05 leaf_weight=137.97830294072628 345.52584928274155 37.240984216332436 184.78503370285034 leaf_count=276 2007 68 479 internal_value=0 -0.000149851 0.000178015 internal_weight=0 382.767 322.763 internal_count=2830 2075 755 is_linear=0 shrinkage=0.000303807 Tree=477 num_leaves=4 num_cat=0 split_feature=12 4 43 split_gain=200.637 103.177 58.577 threshold=0.040165000000000006 0.28937500000000005 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030144515786437219 -0.00018282268448076603 0.00030174555617474099 6.1326968126073776e-05 leaf_weight=138.06943762302399 344.36650742590427 37.960665091872215 185.12561765313148 leaf_count=276 2007 68 479 internal_value=0 -0.000134698 0.000163918 internal_weight=0 382.327 323.195 internal_count=2830 2075 755 is_linear=0 shrinkage=0.000279006 Tree=478 num_leaves=4 num_cat=0 split_feature=4 376 0 split_gain=106.624 91.1797 6.99154 threshold=0.28937500000000005 0.048375000000000008 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027087784006269724 0.00041469814317683911 0.00080260995711704146 0.00081743981029385273 leaf_weight=436.60745526850224 38.977347560226917 51.483468107879162 70.813927039504051 leaf_count=2412 104 110 204 internal_value=0 -0.00015762 0.000674558 internal_weight=0 488.091 109.791 internal_count=2830 2522 308 is_linear=0 shrinkage=0.000763041 Tree=479 num_leaves=4 num_cat=0 split_feature=159 12 50 split_gain=104.289 86.3541 15.8427 threshold=-1.0000000180025095e-35 0.083325000000000024 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00075963839959642136 0.00047143294963341361 -0.00022998530194493741 -0.0017240174399696861 leaf_weight=55.030867375433445 267.25261280685663 255.86012893915176 16.501189932227135 leaf_count=365 749 1613 103 internal_value=0 0.000128366 -0.000982504 internal_weight=0 523.113 71.5321 internal_count=2830 2362 468 is_linear=0 shrinkage=0.000863008 Tree=480 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=181.294 96.0419 89.8684 threshold=0.089825000000000002 0.062580000000000011 0.16377000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025861845599694784 0.00021631853833849963 0.0003864245608845928 -0.00043881624350803749 leaf_weight=288.04101838171482 351.81296634674072 32.108934164047241 28.311332419514656 leaf_count=1743 937 70 128 internal_value=0 -0.000193906 0.000167505 internal_weight=0 320.15 380.124 internal_count=2878 1813 1065 is_linear=0 shrinkage=0.000353856 Tree=481 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=107.792 96.4524 14.0952 threshold=-1.0000000180025095e-35 0.077020000000000019 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063510122431587881 -0.00031033442862155074 0.0003128551593215751 -0.0013615974739955596 leaf_weight=53.740779757499695 180.85819835215807 355.16317958384752 16.972151525318623 leaf_count=355 1226 1189 108 internal_value=0 0.000102582 -0.000809792 internal_weight=0 536.021 70.7129 internal_count=2878 2415 463 is_linear=0 shrinkage=0.000694662 Tree=482 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=203.14 135.303 7.61502 threshold=0.28937500000000005 -0.078179999999999986 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024354511647117069 0.00016536479447657105 -0.0001943307339495442 0.00031399805273303692 leaf_weight=67.1888597458601 45.839857533574104 535.16573046147823 80.541352778673172 leaf_count=150 115 2411 202 internal_value=0 -0.000145482 0.00026012 internal_weight=0 602.355 126.381 internal_count=2878 2561 317 is_linear=0 shrinkage=0.000290879 Tree=483 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=103.922 93.8594 13.6175 threshold=-1.0000000180025095e-35 0.077020000000000019 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065621117273044331 -0.00032377046022755298 0.00031766229858952704 -0.0014035393474525165 leaf_weight=53.601933404803276 181.05014066398144 355.04684600234032 16.864649549126625 leaf_count=355 1226 1189 108 internal_value=0 0.000101034 -0.0008354 internal_weight=0 536.097 70.4666 internal_count=2878 2415 463 is_linear=0 shrinkage=0.000725022 Tree=484 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=192.055 91.1898 54.069 threshold=0.040165000000000006 0.28937500000000005 0.16703000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019079049064550766 -0.00017599856346500333 0.00026258066207865129 -0.0001669944579429786 leaf_weight=285.76967383921146 331.57066969573498 37.950323432683945 33.943476721644402 leaf_count=656 1957 73 108 internal_value=0 -0.000130945 0.000152797 internal_weight=0 369.521 319.713 internal_count=2794 2030 764 is_linear=0 shrinkage=0.000268065 Tree=485 num_leaves=4 num_cat=0 split_feature=40 13 43 split_gain=107.254 93.886 13.351 threshold=-0.034699999999999988 -0.16826999999999998 -0.051009999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00082910961407609495 0.00086801933837338393 -0.00029148397161058001 0.00016556476122146736 leaf_weight=88.95773958414793 48.958681493997574 426.38672494143248 24.296140685677528 leaf_count=220 131 2372 71 internal_value=0 -0.00017203 0.000686812 internal_weight=0 475.345 113.254 internal_count=2794 2503 291 is_linear=0 shrinkage=0.000793156 Tree=486 num_leaves=4 num_cat=0 split_feature=40 13 43 split_gain=103.518 90.4523 13.1422 threshold=-0.034699999999999988 -0.16826999999999998 -0.051009999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087734421169333176 0.00091637050725688744 -0.00030481625333208308 0.00017309681900665392 leaf_weight=87.726412862539291 48.392983585596085 425.42860527336597 24.247561559081078 leaf_count=220 131 2372 71 internal_value=0 -0.00018006 0.000724897 internal_weight=0 473.822 111.974 internal_count=2794 2503 291 is_linear=0 shrinkage=0.000846535 Tree=487 num_leaves=4 num_cat=0 split_feature=40 13 43 split_gain=99.909 87.4271 12.9357 threshold=-0.034699999999999988 -0.24242999999999995 -0.051009999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00079302571241649943 0.00089173556095575846 -0.00026569657353955141 0.00015458042943489482 leaf_weight=86.512353822588921 42.720576450228691 429.60867224633694 24.199965834617615 leaf_count=220 114 2389 71 internal_value=0 -0.000160979 0.000653522 internal_weight=0 472.329 110.712 internal_count=2794 2503 291 is_linear=0 shrinkage=0.000771777 Tree=488 num_leaves=4 num_cat=0 split_feature=484 15 50 split_gain=102.629 106.615 10.7025 threshold=-0.0048899999999999994 0.079360000000000014 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00075902294383729807 0.00030450359226290595 -0.00048528570299748641 -0.0016014455860517266 leaf_weight=53.103098124265671 407.64024314284325 126.46625994890928 10.155253939330576 leaf_count=364 1491 927 55 internal_value=0 0.000117486 -0.000894705 internal_weight=0 534.107 63.2584 internal_count=2837 2418 419 is_linear=0 shrinkage=0.000751518 Tree=489 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=99.3746 94.4993 8.59154 threshold=0.28937500000000005 -0.24242999999999995 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087657858352810651 0.00033462788160817019 -0.00022983777543934226 0.00074007431754578412 leaf_weight=42.33777043223381 40.166595451533794 437.58639860153198 75.16268053650856 leaf_count=99 110 2408 220 internal_value=0 -0.000132201 0.000598945 internal_weight=0 479.924 115.329 internal_count=2837 2507 330 is_linear=0 shrinkage=0.000707298 Tree=490 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=200.32 110.024 65.1745 threshold=0.080070000000000016 -0.15041499999999997 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013331917393801673 0.00033242400960956125 -0.00021054975978912762 0.00023959362760968562 leaf_weight=53.341906383633614 40.033996909856796 326.9731937199831 279.75349809229374 leaf_count=170 95 1940 632 internal_value=0 -0.000151307 0.000179871 internal_weight=0 367.007 333.095 internal_count=2837 2035 802 is_linear=0 shrinkage=0.000309209 Tree=491 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=99.3256 85.7617 58.0971 threshold=0.082755000000000009 -0.09812499999999999 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033182326733303459 0.00062214695862354119 -0.00044791879116616904 0.0004763669846404648 leaf_weight=59.02791091054678 46.903290301561356 255.9505975022912 232.57342970371246 leaf_count=214 154 1833 636 internal_value=0 -0.000282168 0.000312757 internal_weight=0 302.854 291.601 internal_count=2837 1987 850 is_linear=0 shrinkage=0.000727607 Tree=492 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=181.593 81.3088 53.089 threshold=0.10384000000000002 -0.24921999999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057310487165776285 0.00029788032295258334 -0.00015509744296558566 -7.036854601931593e-05 leaf_weight=17.049446046352386 205.46850669384003 402.32261706888676 52.473569869995117 leaf_count=33 477 2156 164 internal_value=0 -0.000125468 0.000222967 internal_weight=0 419.372 257.942 internal_count=2830 2189 641 is_linear=0 shrinkage=0.000326777 Tree=493 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=212.648 75.4736 64.4403 threshold=0.10100500000000003 -0.24921999999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049406208834624371 0.00027835928872737929 -0.00016267941900439229 -8.0249959640420036e-05 leaf_weight=17.306045174598694 238.65369836986065 392.28677400946617 59.310383960604668 leaf_count=32 532 2081 185 internal_value=0 -0.000134909 0.000206977 internal_weight=0 409.593 297.964 internal_count=2830 2113 717 is_linear=0 shrinkage=0.000307922 Tree=494 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=200.448 79.7284 67.0914 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=-0.0001927880075332258 0.00020637973210485338 0.00018378256764265519 -0.00013250449758332668 leaf_weight=427.2012631893158 182.26811026781797 41.104845330119133 49.560282856225967 leaf_count=2102 477 87 164 internal_value=0 -0.000159729 0.000133928 internal_weight=0 468.306 231.828 internal_count=2830 2189 641 is_linear=0 shrinkage=0.000258292 Tree=495 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=200.367 82.7253 54.5887 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=-0.00017020536770633816 0.00027866162234434791 0.00026276746579840534 -6.3848440878068051e-05 leaf_weight=383.26760314404964 210.62060678005219 44.91308468580246 53.088742628693581 leaf_count=2102 477 87 164 internal_value=0 -0.00012478 0.000209709 internal_weight=0 428.181 263.709 internal_count=2830 2189 641 is_linear=0 shrinkage=0.000301884 Tree=496 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=108.102 94.5302 11.1457 threshold=-1.0000000180025095e-35 -0.37613999999999997 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059870534514264585 -0.0007775846777126732 0.00019223426487828473 -0.001202486666698747 leaf_weight=53.349746853113174 45.750526703894138 487.36889123916626 16.744575627148151 leaf_count=364 299 2102 107 internal_value=0 0.000108983 -0.000743229 internal_weight=0 533.119 70.0943 internal_count=2872 2401 471 is_linear=0 shrinkage=0.000645212 Tree=497 num_leaves=4 num_cat=0 split_feature=159 403 50 split_gain=104.199 76.9581 10.8035 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070544954686657289 -0.00056871706632189334 0.00025065060579408834 -0.0014189784177863448 leaf_weight=52.8617058172822 80.083012036979198 452.3139921054244 16.567279979586601 leaf_count=364 590 1811 107 internal_value=0 0.000127386 -0.000876056 internal_weight=0 532.397 69.429 internal_count=2872 2401 471 is_linear=0 shrinkage=0.000770492 Tree=498 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=167.181 116.173 63.9152 threshold=0.083325000000000024 -0.026279999999999998 0.087390000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4971289761529926e-05 0.00019752200819429891 -0.0001859773576924307 0.00020061480616696939 leaf_weight=74.795644283294678 66.501350328326225 303.41072695702314 260.64851072430611 leaf_count=257 179 1845 591 internal_value=0 -0.000117027 0.000139165 internal_weight=0 369.912 335.444 internal_count=2872 2024 848 is_linear=0 shrinkage=0.000262808 Tree=499 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=154.257 114.507 58.0888 threshold=0.083325000000000024 -0.026279999999999998 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2688804864969246e-05 0.00021969208253735489 -0.00019790872466081172 0.00020823238421675608 leaf_weight=65.584214061498642 65.747086688876152 296.1598374247551 264.84097388386726 leaf_count=233 179 1845 615 internal_value=0 -0.000122036 0.000148502 internal_weight=0 361.907 330.425 internal_count=2872 2024 848 is_linear=0 shrinkage=0.000286284 Tree=500 num_leaves=4 num_cat=0 split_feature=1 0 150 split_gain=99.0303 102.991 58.8856 threshold=0.089825000000000002 -0.060094999999999989 0.077110000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058171361917622698 0.00010936082776965654 0.0006388329101837942 0.00085951377519212643 leaf_weight=219.7797968685627 232.07708221673965 58.327070891857147 99.781388953328133 leaf_count=1596 836 201 236 internal_value=0 -0.000325703 0.000334949 internal_weight=0 278.107 331.858 internal_count=2869 1797 1072 is_linear=0 shrinkage=0.000816643 Tree=501 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=200.124 106.259 57.5949 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017812563885366813 0.00028492882291142471 0.00039035131605563033 -6.9542268490545666e-05 leaf_weight=381.44151905179024 240.07928374409676 37.003146782517433 58.499674513936043 leaf_count=2063 546 77 183 internal_value=0 -0.00012784 0.000215478 internal_weight=0 418.445 298.579 internal_count=2869 2140 729 is_linear=0 shrinkage=0.000320362 Tree=502 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=96.6645 99.1618 62.0251 threshold=0.089825000000000002 -0.060094999999999989 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055189623113256357 -0.00098643138752860845 0.00059365810443804963 0.00040467278470082203 leaf_weight=218.40219846367836 20.926567167043686 58.672595761716366 310.65360374003649 leaf_count=1596 119 201 953 internal_value=0 -0.000309293 0.000316826 internal_weight=0 277.075 331.58 internal_count=2869 1797 1072 is_linear=0 shrinkage=0.000782428 Tree=503 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=194.054 93.7141 58.5166 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001465867668579901 0.00024233545908706523 0.00030527529527546497 -6.2675819574520424e-05 leaf_weight=379.78661138564348 238.85605290532112 37.52430048584938 58.226297795772552 leaf_count=2063 546 77 183 internal_value=0 -0.000105944 0.000182555 internal_weight=0 417.311 297.082 internal_count=2869 2140 729 is_linear=0 shrinkage=0.000272831 Tree=504 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=172.434 79.9119 73.3558 threshold=0.090515000000000012 -0.11516999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021833212552594932 5.0768379276896225e-05 -0.00026663747033056975 0.00038625044731126559 leaf_weight=49.206295594573021 240.49772191047668 268.67245659977198 119.41734564304352 leaf_count=162 756 1671 251 internal_value=0 -0.000191558 0.000162094 internal_weight=0 317.879 359.915 internal_count=2840 1833 1007 is_linear=0 shrinkage=0.000349911 Tree=505 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=103.952 88.468 5.36749 threshold=0.28937500000000005 -0.047409999999999994 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035881067710918203 0.00031794288660714733 -0.00027568778831302737 0.00062801985198747694 leaf_weight=108.91953586786985 29.985004737973213 381.34465233981609 76.892951585352421 leaf_count=318 80 2221 221 internal_value=0 -0.000134716 0.000541099 internal_weight=0 490.264 106.878 internal_count=2840 2539 301 is_linear=0 shrinkage=0.00062096 Tree=506 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=100.535 87.1431 5.3477 threshold=0.28937500000000005 -0.18207999999999999 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098353154176373928 0.00044693326207503545 -0.00030796683170452216 0.00089080715525846458 leaf_weight=45.180879667401314 29.758313961327076 443.51573870331049 75.633547119796276 leaf_count=109 80 2430 221 internal_value=0 -0.000188532 0.000765579 internal_weight=0 488.697 105.392 internal_count=2840 2539 301 is_linear=0 shrinkage=0.000886077 Tree=507 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=97.2184 84.6891 5.32741 threshold=0.28937500000000005 -0.047409999999999994 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043911861371805555 0.00038266285061811954 -0.00033249944297832865 0.00076968291112140905 leaf_weight=108.53451479971409 29.535686247050762 378.80147707462311 74.39428474009037 leaf_count=318 80 2221 221 internal_value=0 -0.000160642 0.000659787 internal_weight=0 487.336 103.93 internal_count=2840 2539 301 is_linear=0 shrinkage=0.000770184 Tree=508 num_leaves=4 num_cat=0 split_feature=484 15 50 split_gain=96.1323 83.8256 6.28104 threshold=-1.0000000180025095e-35 0.079360000000000014 0.11805000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00082553734382958134 0.00033566678943480418 -0.00045084509283094043 -0.0015568234311175715 leaf_weight=58.173799358308315 399.16690254211426 130.69435808062553 10.025255665183066 leaf_count=397 1474 946 55 internal_value=0 0.000141658 -0.000933442 internal_weight=0 529.861 68.1991 internal_count=2872 2420 452 is_linear=0 shrinkage=0.000852446 Tree=509 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=179.582 101.072 51.4478 threshold=0.10100500000000003 0.062580000000000011 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015722733723824367 0.00022482133419394898 0.00031208233696770042 -0.00014629072123190995 leaf_weight=377.47720801830292 254.04548941552639 41.169769302010536 34.299282386898994 leaf_count=2052 591 89 140 internal_value=0 -0.000111063 0.00018067 internal_weight=0 418.647 288.345 internal_count=2872 2141 731 is_linear=0 shrinkage=0.000284472 Tree=510 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=94.5862 77.1488 7.45246 threshold=0.28937500000000005 -0.060324999999999997 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030406196819746751 0.0003801399724521418 0.0003479330173550327 0.00078736250074924892 leaf_weight=353.09333079308271 37.956015579402447 137.56116620451212 69.53538453578949 leaf_count=2112 106 442 212 internal_value=0 -0.000121261 0.000643662 internal_weight=0 490.654 107.491 internal_count=2872 2554 318 is_linear=0 shrinkage=0.000738598 Tree=511 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=174.449 110.955 7.22988 threshold=0.28937500000000005 -0.078179999999999986 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020551549829016762 0.0001486569926697896 -0.00015878281063879529 0.00028927284184333997 leaf_weight=67.790454313158989 40.065448790788651 527.0010055154562 76.722583442926407 leaf_count=153 106 2401 212 internal_value=0 -0.000117257 0.000241065 internal_weight=0 594.791 116.788 internal_count=2872 2554 318 is_linear=0 shrinkage=0.000268065 Tree=512 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=188.066 95.2023 44.9997 threshold=0.080070000000000016 0.12545500000000001 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026845190360136605 -0.00020216801629910022 0.00034704849310062476 4.078131085064024e-05 leaf_weight=170.60569980740547 333.05923663824797 31.464867770671844 147.54049822688103 leaf_count=391 1990 62 391 internal_value=0 -0.000154745 0.000162878 internal_weight=0 364.524 318.146 internal_count=2834 2052 782 is_linear=0 shrinkage=0.000301884 Tree=513 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=189.424 96.5593 42.7102 threshold=0.080070000000000016 0.12545500000000001 0.088975000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3204866825367319e-05 -0.00019458754249417174 0.00033527460337067335 0.00021137590036981969 leaf_weight=71.22848279774189 338.31978509575129 31.649588897824287 250.88066720962524 leaf_count=208 1990 62 574 internal_value=0 -0.000149245 0.000155081 internal_weight=0 369.969 322.109 internal_count=2834 2052 782 is_linear=0 shrinkage=0.000290162 Tree=514 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=185.066 85.0345 43.9305 threshold=0.080070000000000016 -0.098749999999999991 0.083165000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019318375576878762 0.00019354348121376939 -0.00019444399389830844 -9.8708497952713179e-05 leaf_weight=274.17198123037815 51.099758639931679 312.88814418762922 46.964115306735039 leaf_count=642 163 1889 140 internal_value=0 -0.000139968 0.000150493 internal_weight=0 363.988 321.136 internal_count=2834 2052 782 is_linear=0 shrinkage=0.000278894 Tree=515 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=187.024 93.1895 43.0365 threshold=0.080070000000000016 0.12545500000000001 0.083165000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018914894582416333 -0.00018270837328726041 0.00031250302548861035 -9.5002548398478209e-05 leaf_weight=270.31554982066154 331.40075121819973 31.055945441126823 46.726364344358444 leaf_count=642 1990 62 140 internal_value=0 -0.000140264 0.000147267 internal_weight=0 362.457 317.042 internal_count=2834 2052 782 is_linear=0 shrinkage=0.000273426 Tree=516 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=224.186 91.3984 56.3759 threshold=0.080070000000000016 0.28937500000000005 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027958259854245346 -0.00022928166215789296 0.00028476573535604589 2.4505824074792698e-05 leaf_weight=186.77089247107506 339.02731882035732 36.291155889630318 146.66625779867172 leaf_count=415 2013 70 392 internal_value=0 -0.000179564 0.000167392 internal_weight=0 375.318 333.437 internal_count=2890 2083 807 is_linear=0 shrinkage=0.000307922 Tree=517 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=213.509 64.2786 59.9496 threshold=0.10100500000000003 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013630961019423052 0.00025569320376098056 -0.00021377334425603392 -8.5547277649588704e-05 leaf_weight=58.101921871304512 228.91153308749199 344.56846079230309 62.033415019512177 leaf_count=185 543 1964 198 internal_value=0 -0.000163255 0.000182935 internal_weight=0 402.67 290.945 internal_count=2890 2149 741 is_linear=0 shrinkage=0.000307922 Tree=518 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=217.241 65.9164 58.2068 threshold=0.10100500000000003 -0.24526499999999998 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7317653855984277e-05 -0.00024674058906123893 0.00014575489004153483 -0.0002103339104556498 leaf_weight=59.696357145905495 28.269493624567986 232.86944177746773 384.94484053552151 leaf_count=185 120 621 1964 internal_value=0 0.000103251 -0.000175742 internal_weight=0 261.139 444.641 internal_count=2890 741 2149 is_linear=0 shrinkage=0.000242794 Tree=519 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=227.142 76.7061 58.9037 threshold=0.10100500000000003 -0.28430999999999995 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4538402871315185e-05 -0.00035270610095985755 0.00017468245520860977 -0.00024739053156600752 leaf_weight=60.485126718878746 24.577614024281502 240.96979364752769 385.58463452756405 leaf_count=185 110 631 1964 internal_value=0 0.000125848 -0.00020645 internal_weight=0 265.547 446.07 internal_count=2890 741 2149 is_linear=0 shrinkage=0.000284472 Tree=520 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=241.071 82.8104 47.5762 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=-0.00021146067998895979 0.00031542081437902874 0.00029618969872304631 -2.7262814773777199e-05 leaf_weight=387.44521356374025 220.74324777722359 41.060398608446121 59.428361013531685 leaf_count=2095 490 79 176 internal_value=0 -0.000162805 0.000242736 internal_weight=0 428.506 280.172 internal_count=2840 2174 666 is_linear=0 shrinkage=0.000339971 Tree=521 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=126.316 60.6802 37.7953 threshold=0.10384000000000002 -0.09812499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057878230136762217 0.00061098495012977647 -0.00040437990870882787 -0.00013173813626722974 leaf_weight=42.02255617082119 172.55704360455275 333.09983430057764 53.322987571358681 leaf_count=148 490 2026 176 internal_value=0 -0.000294219 0.000435656 internal_weight=0 375.122 225.88 internal_count=2840 2174 666 is_linear=0 shrinkage=0.000771121 Tree=522 num_leaves=4 num_cat=0 split_feature=1 0 159 split_gain=226.929 76.5106 48.2925 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=-0.00017899014525916439 -0.00019143357389363516 0.0002570876570181354 0.00022241747612459966 leaf_weight=369.20786661654711 24.908255815505981 35.691311895847321 270.13812159001827 leaf_count=2027 86 80 647 internal_value=0 -0.00014054 0.000187469 internal_weight=0 404.899 295.046 internal_count=2840 2107 733 is_linear=0 shrinkage=0.000284472 Tree=523 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=229.448 90.2828 43.9452 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=-0.00017614457235169407 0.00025850332393476295 0.00026233695582299882 -1.6152444764342089e-05 leaf_weight=386.30551362782717 217.44582246243954 42.128519624471664 60.188236102461815 leaf_count=2095 490 79 176 internal_value=0 -0.000133018 0.000198964 internal_weight=0 428.434 277.634 internal_count=2840 2174 666 is_linear=0 shrinkage=0.000284472 Tree=524 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=203.859 102.999 51.1477 threshold=0.080070000000000016 -0.15145999999999996 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024188013276070378 0.00033609309597746326 -0.00020889141247830499 -0.00016479399726433691 leaf_weight=283.06379254162312 40.054545223712921 343.88194208592176 36.073115259408951 leaf_count=652 92 1998 112 internal_value=0 -0.000152021 0.000195905 internal_weight=0 383.936 319.137 internal_count=2854 2090 764 is_linear=0 shrinkage=0.000321701 Tree=525 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=219.337 101.678 48.8681 threshold=0.080070000000000016 0.3180650000000001 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020313191147919302 -0.00017509767060547976 0.00025189808137033193 -0.00012063808267135604 leaf_weight=285.31548450887203 343.10012063384056 43.371181905269623 36.280997171998024 leaf_count=652 2006 84 112 internal_value=0 -0.000127169 0.000166601 internal_weight=0 386.471 321.596 internal_count=2854 2090 764 is_linear=0 shrinkage=0.000262808 Tree=526 num_leaves=4 num_cat=0 split_feature=12 3 51 split_gain=117.346 86.1751 40.956 threshold=0.082095000000000015 0.10805000000000002 -0.10056999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054828017127960774 -0.00047709979567861504 0.0016996580964029309 0.00056836427548544611 leaf_weight=31.529352769255638 311.7881592810154 16.306894212961197 250.53822319954634 leaf_count=111 2033 29 681 internal_value=0 -0.000368819 0.000443518 internal_weight=0 328.095 282.068 internal_count=2854 2062 792 is_linear=0 shrinkage=0.000923569 Tree=527 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=112.04 123.237 59.5882 threshold=-0.059315 -0.10072999999999999 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032442399945288315 0.00063427903585277058 -0.0006105014911141648 -4.1374825630314273e-05 leaf_weight=114.24118389189243 159.00085243582726 212.53582909703255 121.25714964419603 leaf_count=403 442 1647 362 internal_value=0 -0.000283652 0.000341966 internal_weight=0 326.777 280.258 internal_count=2854 2050 804 is_linear=0 shrinkage=0.000725995 Tree=528 num_leaves=4 num_cat=0 split_feature=4 457 150 split_gain=99.4412 89.2211 6.12262 threshold=0.28937500000000005 0.069705000000000003 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002972384159185217 0.00052255187659622866 0.00059036981170272629 0.00092277499476855227 leaf_weight=425.28343785554171 78.446046441793442 76.086447827517986 30.237476393580437 leaf_count=2343 240 217 72 internal_value=0 -0.00016252 0.000634043 internal_weight=0 501.37 108.684 internal_count=2872 2560 312 is_linear=0 shrinkage=0.000755 Tree=529 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=191.698 90.9215 51.1992 threshold=0.080070000000000016 0.12545500000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9462052296640481e-05 -0.00016740890211150054 0.00029714744057201902 0.00018893423056458067 leaf_weight=58.029808163642883 346.3397735580802 30.831253692507744 270.43955332040787 leaf_count=181 2014 58 619 internal_value=0 -0.000129421 0.000141516 internal_weight=0 377.171 328.469 internal_count=2872 2072 800 is_linear=0 shrinkage=0.000259296 Tree=530 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=186.809 90.653 58.951 threshold=0.081135000000000013 0.28937500000000005 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010276599100310789 -0.00018880702324562803 0.0002704078607726854 0.00020845754868387779 leaf_weight=60.204825207591057 336.87370963394642 38.777127102017403 270.46488100290298 leaf_count=192 1986 74 620 internal_value=0 -0.000141393 0.000151791 internal_weight=0 375.651 330.67 internal_count=2872 2060 812 is_linear=0 shrinkage=0.000284472 Tree=531 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=100.132 68.6889 41.8969 threshold=0.081135000000000013 -0.09812499999999999 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026314551660836248 0.0004926883804630503 -0.00045994578749045887 0.00045186345905627617 leaf_weight=58.986970596015453 51.481714516878128 272.16940743476152 228.36953461915255 leaf_count=192 169 1891 620 internal_value=0 -0.000308394 0.000305083 internal_weight=0 323.651 287.357 internal_count=2872 2060 812 is_linear=0 shrinkage=0.000756398 Tree=532 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=191.229 88.4658 51.6244 threshold=0.10100500000000003 0.062580000000000011 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016270453361385005 0.00022756489496737327 0.0002809610395491884 -0.00014492918844769296 leaf_weight=380.53718657791615 248.0032097697258 40.195891827344894 34.255953133106232 leaf_count=2109 570 89 134 internal_value=0 -0.000120307 0.000182351 internal_weight=0 420.733 282.259 internal_count=2902 2198 704 is_linear=0 shrinkage=0.000284472 Tree=533 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=100.871 75.7315 39.7718 threshold=0.10100500000000003 0.062580000000000011 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037691394922705762 0.00052947898233838382 0.00078960002955083791 -0.00042772090136855204 leaf_weight=333.46953452378511 204.08441077172756 38.518059924244881 31.026227101683617 leaf_count=2109 570 89 134 internal_value=0 -0.000256091 0.000403138 internal_weight=0 371.988 235.111 internal_count=2902 2198 704 is_linear=0 shrinkage=0.000787843 Tree=534 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=97.0407 72.57 38.3389 threshold=0.10100500000000003 0.062580000000000011 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034838417046873784 0.00049125628000212676 0.00072613220251194015 -0.0003939336168482209 leaf_weight=331.81489505618811 202.31357248872519 38.520429208874702 30.982036866247654 leaf_count=2109 570 89 134 internal_value=0 -0.000236587 0.000373679 internal_weight=0 370.335 233.296 internal_count=2902 2198 704 is_linear=0 shrinkage=0.000741178 Tree=535 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=93.3499 70.7233 36.9554 threshold=0.10100500000000003 -0.10072999999999999 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058187598968049232 0.00061442172520655494 -0.0004879909820699617 -0.00048911730966942732 leaf_weight=66.625987380743027 200.57420162111521 302.08232048153877 30.938397742807865 leaf_count=252 570 1946 134 internal_value=0 -0.000294645 0.000466921 internal_weight=0 368.708 231.513 internal_count=2902 2198 704 is_linear=0 shrinkage=0.000940024 Tree=536 num_leaves=4 num_cat=0 split_feature=484 15 50 split_gain=98.7385 88.3196 8.91569 threshold=-1.0000000180025095e-35 0.079360000000000014 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00072208081174004362 0.00030315964153326326 -0.00041056398034718914 -0.0014783585574944602 leaf_weight=57.254421025514603 405.6712466403842 131.53663844615221 10.595649443566797 leaf_count=399 1492 943 57 internal_value=0 0.000128394 -0.000840566 internal_weight=0 537.208 67.8501 internal_count=2891 2435 456 is_linear=0 shrinkage=0.000756947 Tree=537 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=171.243 94.7625 57.6991 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021609769958576936 0.00025140457973949165 -0.00017921339655178865 -9.9775795828204524e-05 leaf_weight=65.918140679597855 237.63046149909496 341.44036933034658 51.948510766029358 leaf_count=206 577 1936 172 internal_value=0 -0.000115238 0.000188403 internal_weight=0 407.359 289.579 internal_count=2891 2142 749 is_linear=0 shrinkage=0.000301884 Tree=538 num_leaves=4 num_cat=0 split_feature=484 15 3 split_gain=95.3383 85.4062 8.80129 threshold=-1.0000000180025095e-35 0.079360000000000014 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001042210895169488 0.00032882245457019934 -0.00044789708899352939 -0.00019145730874346446 leaf_weight=57.450208626687527 406.15251810103655 131.13275850564241 10.008539378643034 leaf_count=426 1492 943 30 internal_value=0 0.000139243 -0.000916078 internal_weight=0 537.285 67.4587 internal_count=2891 2435 456 is_linear=0 shrinkage=0.00083684 Tree=539 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=169.988 83.4518 57.3376 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019382262517231131 0.00024998382283062466 -0.00017442335309994871 -9.833696151115794e-05 leaf_weight=67.1300890147686 238.76351583003998 345.50168278813362 52.69174163043499 leaf_count=206 577 1936 172 internal_value=0 -0.000114508 0.000187009 internal_weight=0 412.632 291.455 internal_count=2891 2142 749 is_linear=0 shrinkage=0.000302252 Tree=540 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=181.391 102.696 55.7981 threshold=0.078300000000000008 0.12968000000000005 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023505397499204032 -0.00020319016116794139 0.00039907665295020324 -0.00019825845382942625 leaf_weight=287.62587715685368 338.81296040117741 33.480839714407921 35.98838047683239 leaf_count=674 1995 59 115 internal_value=0 -0.00014901 0.000186857 internal_weight=0 372.294 323.614 internal_count=2843 2054 789 is_linear=0 shrinkage=0.000328135 Tree=541 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=97.5965 73.3484 50.6793 threshold=0.078300000000000008 0.12968000000000005 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052013538909386262 -0.0004350617649477263 0.00097816185229006314 -0.00059439959192926462 leaf_weight=244.64964818954468 289.89148630201817 29.347871735692024 33.686201870441437 leaf_count=674 1995 59 115 internal_value=0 -0.000305093 0.000385215 internal_weight=0 319.239 278.336 internal_count=2843 2054 789 is_linear=0 shrinkage=0.000852091 Tree=542 num_leaves=4 num_cat=0 split_feature=159 403 16 split_gain=82.9725 78.3144 15.1703 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.14771999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1150759846554974e-06 -0.0005464648666537739 0.00022028266253692384 -0.00086204487872015389 leaf_weight=12.464290782809256 76.588923409581184 448.28047598898411 56.690333686769009 leaf_count=53 571 1808 411 internal_value=0 0.000108383 -0.000708179 internal_weight=0 524.869 69.1546 internal_count=2843 2379 464 is_linear=0 shrinkage=0.000700826 Tree=543 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=92.6079 74.8782 48.7516 threshold=0.078300000000000008 -0.060094999999999989 0.18438500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046163258129874998 -0.0004726682393504181 0.00042812491835579234 -0.00052895636974441881 leaf_weight=242.52843930572271 245.332429215312 70.814918085932732 33.687710821628571 leaf_count=674 1799 255 115 internal_value=0 -0.000270883 0.000340791 internal_weight=0 316.147 276.216 internal_count=2843 2054 789 is_linear=0 shrinkage=0.000771765 Tree=544 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=96.0526 76.9376 9.60128 threshold=0.27150500000000005 -0.078179999999999986 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056140552333299734 0.00031406025988416921 -0.00026236778497711034 0.00072593863707672707 leaf_weight=64.079455196857452 46.360081315040588 411.40854415297508 68.878000974655151 leaf_count=152 141 2364 214 internal_value=0 -0.000151333 0.00056032 internal_weight=0 475.488 115.238 internal_count=2871 2516 355 is_linear=0 shrinkage=0.00069939 Tree=545 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=92.7748 74.4288 9.53606 threshold=0.27150500000000005 0.083325000000000024 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001915556315943642 0.00036199789319795632 -0.00046243248613783857 0.00084539582507542484 leaf_weight=209.03498654812574 46.066037476062775 264.79046659171581 67.748253494501114 leaf_count=614 141 1902 214 internal_value=0 -0.00017392 0.000649835 internal_weight=0 473.825 113.814 internal_count=2871 2516 355 is_linear=0 shrinkage=0.000819344 Tree=546 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=173.5 82.5134 60.9055 threshold=0.10100500000000003 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017542184669143589 0.000227124180398959 -0.00017505399941263305 -9.3174557756018793e-05 leaf_weight=61.863988429307938 231.77787792682648 335.73686629533768 57.653170511126518 leaf_count=194 571 1916 190 internal_value=0 -0.000120517 0.00016332 internal_weight=0 397.601 289.431 internal_count=2871 2110 761 is_linear=0 shrinkage=0.000278894 Tree=547 num_leaves=4 num_cat=0 split_feature=4 40 0 split_gain=90.6288 73.977 9.43298 threshold=0.27150500000000005 -0.078179999999999986 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049397796636002959 0.00027287229600980815 -0.00022724548500620555 0.00063906467961121177 leaf_weight=63.622696250677109 45.975057445466518 409.30656519532204 67.008216306567192 leaf_count=152 141 2364 214 internal_value=0 -0.000130204 0.000490125 internal_weight=0 472.929 112.983 internal_count=2871 2516 355 is_linear=0 shrinkage=0.000622313 Tree=548 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=193.048 86.4044 45.7896 threshold=0.078300000000000008 -0.17549499999999998 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022657661522593019 0.00017580738034460558 -0.00020842930763802309 -0.00011087829244020376 leaf_weight=283.16725219786167 65.206398963928223 292.65178619325161 42.080236941576004 leaf_count=675 197 1867 128 internal_value=0 -0.000138411 0.000182913 internal_weight=0 357.858 325.247 internal_count=2867 2064 803 is_linear=0 shrinkage=0.000301884 Tree=549 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=188.301 86.9443 50.5924 threshold=0.078300000000000008 -0.17549499999999998 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018656901481100191 0.00014612317231779589 -0.00017384312057072988 -0.00010992234304356661 leaf_weight=286.72098977863789 66.298155322670937 296.35753405839205 42.104307442903519 leaf_count=675 197 1867 128 internal_value=0 -0.000115345 0.000148601 internal_weight=0 362.656 328.825 internal_count=2867 2064 803 is_linear=0 shrinkage=0.000252603 Tree=550 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=102.977 67.5528 43.4419 threshold=0.083325000000000024 -0.030749999999999996 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005082589246544996 0.000544588062584917 -0.00050219458245054057 -0.00043105150290495282 leaf_weight=254.08586227148771 52.399751558899879 244.90681420266628 39.882245078682899 leaf_count=742 167 1827 131 internal_value=0 -0.000317678 0.000380804 internal_weight=0 297.307 293.968 internal_count=2867 1994 873 is_linear=0 shrinkage=0.000836868 Tree=551 num_leaves=4 num_cat=0 split_feature=12 4 13 split_gain=187.515 81.2764 48.5789 threshold=0.078300000000000008 0.28937500000000005 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026277224442599343 -0.00017057824712817077 0.00027010591941817888 4.7121429967984704e-05 leaf_weight=179.57715867459774 323.89745347946882 36.172693967819214 148.39534294605255 leaf_count=414 1992 72 389 internal_value=0 -0.000126295 0.000165207 internal_weight=0 360.07 327.973 internal_count=2867 2064 803 is_linear=0 shrinkage=0.000278894 Tree=552 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=172.979 76.5735 52.8228 threshold=0.10100500000000003 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020222427632988728 0.00026092925057426134 -0.00018706296792382387 -8.0534000616739514e-05 leaf_weight=58.427868664264679 223.01046332716942 340.59766313433647 55.935907557606697 leaf_count=181 540 1939 180 internal_value=0 -0.000130054 0.000192456 internal_weight=0 399.026 278.946 internal_count=2840 2120 720 is_linear=0 shrinkage=0.000314206 Tree=553 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=169.615 72.7597 50.9567 threshold=0.10100500000000003 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001734996782748929 0.00022940591295342891 -0.0001571812616897358 -6.3200064392550812e-05 leaf_weight=58.402549296617508 222.4632807970047 335.02939732372761 55.609883412718773 leaf_count=181 540 1939 180 internal_value=0 -0.000108088 0.000170889 internal_weight=0 393.432 278.073 internal_count=2840 2120 720 is_linear=0 shrinkage=0.000273426 Tree=554 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=162.173 75.1506 53.3224 threshold=0.10100500000000003 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017574230800145938 0.0002213910033016049 -0.00015479223569381983 -7.3618955593488547e-05 leaf_weight=57.968055948615074 219.98162406682968 334.9645881280303 55.031508639454842 leaf_count=181 540 1939 180 internal_value=0 -0.000106023 0.000162357 internal_weight=0 392.933 275.013 internal_count=2840 2120 720 is_linear=0 shrinkage=0.000268065 Tree=555 num_leaves=4 num_cat=0 split_feature=1 3 40 split_gain=86.7031 58.6572 28.7173 threshold=0.10495000000000002 -0.11516999999999998 -0.012844999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051472630433389887 0.00088546266572460917 -0.00036450164027010233 0.0002261660673493248 leaf_weight=60.474772930145264 65.326483994722366 319.09865832328796 137.38835724443197 leaf_count=207 183 2011 439 internal_value=0 -0.000224402 0.000438693 internal_weight=0 379.573 202.715 internal_count=2840 2218 622 is_linear=0 shrinkage=0.000818647 Tree=556 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=86.7281 65.6573 5.58175 threshold=0.28937500000000005 0.083325000000000024 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019704980437807102 0.00044458961641677392 -0.00043274711825193053 0.00084642293971911729 leaf_weight=208.16113009303808 39.139808245003223 262.09738637506962 63.930436283349991 leaf_count=603 111 1882 204 internal_value=0 -0.000153969 0.000693942 internal_weight=0 470.259 103.07 internal_count=2800 2485 315 is_linear=0 shrinkage=0.000837217 Tree=557 num_leaves=4 num_cat=0 split_feature=484 42 50 split_gain=85.0797 79.8825 8.48981 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.11768500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073763968393466411 -0.00049414856155766541 0.00027848120500681786 -0.0015063911720281677 leaf_weight=52.933917321264744 110.7446216121316 394.98196347057819 11.2789069712162 leaf_count=378 720 1641 61 internal_value=0 0.000109278 -0.000873078 internal_weight=0 505.727 64.2128 internal_count=2800 2361 439 is_linear=0 shrinkage=0.000804022 Tree=558 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=174.856 82.3979 55.1949 threshold=0.080070000000000016 0.3180650000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010106655694826962 -0.00017641426958085504 0.00026278050352475781 0.00020691496626531583 leaf_weight=54.770260468125343 322.49368634819984 37.025511771440506 260.41291630268097 leaf_count=174 1947 73 606 internal_value=0 -0.000131172 0.000153393 internal_weight=0 359.519 315.183 internal_count=2800 2020 780 is_linear=0 shrinkage=0.000278894 Tree=559 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=84.2837 63.6952 5.59895 threshold=0.28937500000000005 0.083325000000000024 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020529209677021008 0.00046359324302138025 -0.00045195810719667767 0.00089152681603067913 leaf_weight=208.02103246003389 38.830348715186119 260.60142114758492 63.070600569248199 leaf_count=603 111 1882 204 internal_value=0 -0.000160209 0.000728576 internal_weight=0 468.622 101.901 internal_count=2800 2485 315 is_linear=0 shrinkage=0.000885776 Tree=560 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=166.258 64.9868 50.1906 threshold=0.10100500000000003 -0.12032499999999997 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017488467896233976 0.00023630747747506301 -0.00016750245282376778 -8.2601769673875351e-05 leaf_weight=54.052491217851639 216.96442176401615 341.24067968130112 51.380072504281998 leaf_count=173 542 1982 170 internal_value=0 -0.000120678 0.000175244 internal_weight=0 395.293 268.344 internal_count=2867 2155 712 is_linear=0 shrinkage=0.000290162 Tree=561 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=177.248 77.48 45.0032 threshold=0.10384000000000002 0.082870000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016198046821578043 0.00024185137494177482 0.00019986463562747837 -5.6460287395667165e-05 leaf_weight=363.92509257793427 199.81387285888195 53.181612245738506 49.47962674498558 leaf_count=2067 485 154 161 internal_value=0 -0.000115838 0.000182643 internal_weight=0 417.107 249.293 internal_count=2867 2221 646 is_linear=0 shrinkage=0.00028006 Tree=562 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=94.1551 77.9784 6.69443 threshold=0.28937500000000005 0.082085000000000019 0.50666500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028724308521905015 0.00041561592091933074 0.00043685692621118002 0.00077787364522363222 leaf_weight=380.87020382285118 49.600647710263729 90.271626509726048 50.723288625478745 leaf_count=2268 152 285 162 internal_value=0 -0.000148492 0.000598885 internal_weight=0 471.142 100.324 internal_count=2867 2553 314 is_linear=0 shrinkage=0.000700546 Tree=563 num_leaves=4 num_cat=0 split_feature=1 376 47 split_gain=173.183 73.8643 50.25 threshold=0.10384000000000002 0.048695000000000009 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022841640296782312 0.00023946150856748603 0.00030315842177635883 -0.00013798607685408477 leaf_weight=429.45978724956512 173.81280174851418 29.835692435503006 48.065183639526367 leaf_count=2163 485 58 161 internal_value=0 -0.000193874 0.000157691 internal_weight=0 459.295 221.878 internal_count=2867 2221 646 is_linear=0 shrinkage=0.000326769 Tree=564 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=99.5311 70.6341 37.1932 threshold=0.080070000000000016 -0.09812499999999999 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056489845378030932 0.00048486640506142638 -0.00041823184595038854 4.8219842376371267e-05 leaf_weight=138.23376071453094 50.743677362799644 258.54508209228516 134.83140785247087 leaf_count=396 177 1915 387 internal_value=0 -0.000270044 0.000309799 internal_weight=0 309.289 273.065 internal_count=2875 2092 783 is_linear=0 shrinkage=0.00069995 Tree=565 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=177 94.7839 44.6101 threshold=0.040165000000000006 -0.17549499999999998 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025119523459029544 0.00016418051004297144 -0.00019152381518081874 4.4047016796217161e-05 leaf_weight=165.27685689926147 68.725600942969322 302.29195346683264 146.72254882752895 leaf_count=382 199 1914 380 internal_value=0 -0.00012563 0.000153789 internal_weight=0 371.018 311.999 internal_count=2875 2113 762 is_linear=0 shrinkage=0.000273426 Tree=566 num_leaves=4 num_cat=0 split_feature=3 0 13 split_gain=156.011 139.243 67.4995 threshold=-0.05763999999999999 -0.039129999999999991 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021841938010887059 0.00027034062551571652 0.00021678774022948857 -4.0321519882319176e-06 leaf_weight=287.13861981779337 179.4928092956543 78.806536167860031 130.09837759286165 leaf_count=1871 432 206 366 internal_value=0 -0.000124691 0.000155049 internal_weight=0 365.945 309.591 internal_count=2875 2077 798 is_linear=0 shrinkage=0.000290046 Tree=567 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=98.1 68.4129 36.4062 threshold=0.080070000000000016 -0.09812499999999999 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063219723021044026 0.00053307328859087332 -0.00046702461376775441 5.5909392230381274e-05 leaf_weight=137.89045566320419 51.001781232655048 258.39009709656239 135.26031267642975 leaf_count=396 177 1915 387 internal_value=0 -0.000302141 0.000346852 internal_weight=0 309.392 273.151 internal_count=2875 2092 783 is_linear=0 shrinkage=0.000789244 Tree=568 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=184.176 66.721 43.6797 threshold=0.10384000000000002 0.067395000000000024 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014405947144068346 0.00022532674432601351 0.00020765671284668873 -3.2093160211429415e-05 leaf_weight=371.95014542341232 198.49105481803417 39.60309411585331 56.128183275461197 leaf_count=2095 485 98 174 internal_value=0 -0.000110206 0.000168583 internal_weight=0 411.553 254.619 internal_count=2852 2193 659 is_linear=0 shrinkage=0.000257655 Tree=569 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=182.312 66.5538 43.7468 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=-0.00016438186444492047 0.00026051061893952082 0.00022490415855712156 -3.6521015183965913e-05 leaf_weight=366.55700860917568 198.5928763449192 42.963196948170662 55.584187135100365 leaf_count=2105 485 88 174 internal_value=0 -0.000123533 0.000195557 internal_weight=0 409.52 254.177 internal_count=2852 2193 659 is_linear=0 shrinkage=0.000295965 Tree=570 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=192.915 73.3591 43.1633 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=-0.00019089605279381169 0.00029473936956899577 0.0002650515852540512 -3.3916886411342966e-05 leaf_weight=374.85641907155514 203.20932428538799 43.882475048303604 56.97272977232933 leaf_count=2105 485 88 174 internal_value=0 -0.000143104 0.000222775 internal_weight=0 418.739 260.182 internal_count=2852 2193 659 is_linear=0 shrinkage=0.00033371 Tree=571 num_leaves=4 num_cat=0 split_feature=1 123 47 split_gain=193.658 72.2524 41.2571 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=-0.000153425006762412 0.00023648229403647498 0.0002105275693926762 -2.107421678483529e-05 leaf_weight=371.89172773063183 202.97564339637756 43.796800658106804 57.306122958660126 leaf_count=2105 485 88 174 internal_value=0 -0.000115071 0.000179779 internal_weight=0 415.689 260.282 internal_count=2852 2193 659 is_linear=0 shrinkage=0.000268065 Tree=572 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=199.569 77.1273 65.0549 threshold=0.099115000000000023 -0.11516999999999998 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017637461080599313 0.00022605459220336651 -0.00019543695699642999 -0.00017898176547285528 leaf_weight=54.847778797149658 261.64136296510696 326.57589068263769 38.25516477227211 leaf_count=171 623 1899 151 internal_value=0 -0.000141965 0.00017438 internal_weight=0 381.424 299.897 internal_count=2844 2070 774 is_linear=0 shrinkage=0.000290162 Tree=573 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=108.93 69.5117 42.4048 threshold=0.10100500000000003 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005373416129540187 0.00060301835357373039 -0.000480298090454088 -0.00027252268937814911 leaf_weight=56.070323400199413 186.00345805287361 293.39554927498102 49.021219968795776 leaf_count=182 558 1929 175 internal_value=0 -0.000317002 0.000420392 internal_weight=0 349.466 235.025 internal_count=2844 2111 733 is_linear=0 shrinkage=0.000837552 Tree=574 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=188.441 68.7241 68.0356 threshold=0.099115000000000023 -0.11516999999999998 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018500990551086616 -0.00030898059960105835 -0.00021788091857239604 0.00024748001600084817 leaf_weight=55.050447627902031 26.845153018832207 322.48374649882317 267.34214660525322 leaf_count=171 122 1899 652 internal_value=0 -0.000159127 0.000196685 internal_weight=0 377.534 294.187 internal_count=2844 2070 774 is_linear=0 shrinkage=0.000333305 Tree=575 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=199.469 75.9404 64.0966 threshold=0.099115000000000023 -0.11516999999999998 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019587177683120391 0.00025341732236044143 -0.00021872406063183324 -0.00019835527520757672 leaf_weight=55.017048910260201 262.08446417748928 330.35896893590689 38.438708052039146 leaf_count=171 623 1899 151 internal_value=0 -0.000159529 0.000195624 internal_weight=0 385.376 300.523 internal_count=2844 2070 774 is_linear=0 shrinkage=0.000326769 Tree=576 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=157.754 83.6691 52.4673 threshold=0.10413000000000001 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017195469638676942 0.00027653016299489816 0.00022771855057855946 -6.3574467767617946e-05 leaf_weight=357.43650539964437 197.05422283709049 60.383695520460606 57.880476102232933 leaf_count=1965 471 172 182 internal_value=0 -0.000114186 0.000199314 internal_weight=0 417.82 254.935 internal_count=2790 2137 653 is_linear=0 shrinkage=0.00031408 Tree=577 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=86.751 69.0147 47.5444 threshold=0.10413000000000001 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033463070161463172 0.00056075654171630889 0.00052753282759301673 -0.00023085654386213449 leaf_weight=315.83107472211123 160.03687074035406 55.865535944700241 51.205067045986652 leaf_count=1965 471 172 182 internal_value=0 -0.000205028 0.000368866 internal_weight=0 371.697 211.242 internal_count=2790 2137 653 is_linear=0 shrinkage=0.000715128 Tree=578 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=85.2417 85.0613 5.65126 threshold=1.0000000180025095e-35 -0.098749999999999991 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066675880693866838 0.00059098088899333398 -0.00032179651499547444 0.0010448410422757531 leaf_weight=87.078961156308651 46.483580745756626 402.32520297914743 44.055581241846085 leaf_count=278 130 2268 114 internal_value=0 -0.000145885 0.000811999 internal_weight=0 489.404 90.5392 internal_count=2790 2546 244 is_linear=0 shrinkage=0.000906956 Tree=579 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=163.535 78.3351 51.8695 threshold=0.10413000000000001 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014791646005006887 0.00023741731416132818 0.00018202546193009771 -5.1976028222220247e-05 leaf_weight=359.01335615664721 196.89426389336586 60.391745075583458 57.493991926312447 leaf_count=1965 471 172 182 internal_value=0 -0.000100401 0.000172013 internal_weight=0 419.405 254.388 internal_count=2790 2137 653 is_linear=0 shrinkage=0.000268065 Tree=580 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=98.1854 72.6364 40.9 threshold=0.10290000000000001 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046491966285554356 0.00055269994356775933 -0.00042217096764285672 -0.00021030546983168648 leaf_weight=64.32940760999918 169.07574481517076 305.78722257167101 53.176476322114468 leaf_count=210 510 2017 190 internal_value=0 -0.000267971 0.000370139 internal_weight=0 370.117 222.252 internal_count=2927 2227 700 is_linear=0 shrinkage=0.0007589 Tree=581 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=169.493 77.6368 44.4051 threshold=0.10290000000000001 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014492489568764837 0.00020795362627073433 0.00021300816358705511 -4.0231017861719653e-05 leaf_weight=371.14371126890182 203.13187842071056 43.146919041872025 59.458102330565453 leaf_count=2127 510 100 190 internal_value=0 -0.000107639 0.000151758 internal_weight=0 414.291 262.59 internal_count=2927 2227 700 is_linear=0 shrinkage=0.000252603 Tree=582 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=171.139 80.5688 43.5724 threshold=0.10290000000000001 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013720745249201858 0.0001964386338321385 0.00020667757506740564 -3.4862976588381878e-05 leaf_weight=371.68349777162075 203.32662411034107 43.059257328510284 59.684886828064919 leaf_count=2127 510 100 190 internal_value=0 -0.000101497 0.000143951 internal_weight=0 414.743 263.012 internal_count=2927 2227 700 is_linear=0 shrinkage=0.000238034 Tree=583 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=96.6202 69.9801 33.2706 threshold=0.10290000000000001 0.062580000000000011 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037444299355151922 0.00047421961009740397 0.00065431706341238739 -0.0003693783921808772 leaf_weight=329.00703059881926 192.23529054969549 41.166961595416069 29.890785753726959 leaf_count=2127 572 100 128 internal_value=0 -0.000260007 0.000360677 internal_weight=0 370.174 222.126 internal_count=2927 2227 700 is_linear=0 shrinkage=0.00074402 Tree=584 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=179.837 87.2949 46.4273 threshold=0.080070000000000016 0.098330000000000015 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021231054160652098 -0.00016189202647471835 0.00049346238703860143 -0.00011739937018258208 leaf_weight=263.45595389604568 335.15824028849602 17.278662949800491 39.766860947012901 leaf_count=631 2018 32 122 internal_value=0 -0.000129737 0.000169065 internal_weight=0 352.437 303.223 internal_count=2803 2050 753 is_linear=0 shrinkage=0.000284472 Tree=585 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=102.419 78.0266 42.4888 threshold=0.080070000000000016 0.098330000000000015 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053203414364714672 -0.00040077500865603848 0.0014336640976567467 -0.00041523347266546226 leaf_weight=226.65413825958967 287.46380843967199 16.528151392936707 37.180715009570122 leaf_count=631 2018 32 122 internal_value=0 -0.000300952 0.000398521 internal_weight=0 303.992 263.835 internal_count=2803 2050 753 is_linear=0 shrinkage=0.000821458 Tree=586 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=98.3995 74.6514 40.8663 threshold=0.080070000000000016 0.098330000000000015 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00053399999592600991 -0.00040178555942132197 0.0014273743521143703 -0.00041323551577192996 leaf_weight=225.18691171705723 285.93341945111752 16.553373217582703 37.252612411975861 leaf_count=631 2018 32 122 internal_value=0 -0.000301602 0.000399522 internal_weight=0 302.487 262.44 internal_count=2803 2050 753 is_linear=0 shrinkage=0.000837887 Tree=587 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=94.5323 71.4409 39.3042 threshold=0.080070000000000016 0.098330000000000015 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041429549291895665 -0.00031135014174607821 0.0010990608700336096 -0.00031793233276283404 leaf_weight=223.74475494027138 284.43495477735996 16.571244075894356 37.321757450699806 leaf_count=631 2018 32 122 internal_value=0 -0.000233638 0.000309601 internal_weight=0 301.006 261.067 internal_count=2803 2050 753 is_linear=0 shrinkage=0.000660668 Tree=588 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=144.745 97.8083 79.6395 threshold=0.088405000000000025 -0.15426499999999996 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001941578623853215 2.2029567903238198e-05 -0.00020821208881831077 0.00028111795873066869 leaf_weight=50.264542028307915 251.38824385404587 245.22554881125689 121.55345997214317 leaf_count=135 857 1606 269 internal_value=0 -0.000139759 0.000106485 internal_weight=0 295.49 372.942 internal_count=2867 1741 1126 is_linear=0 shrinkage=0.000262808 Tree=589 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=83.5526 91.2449 5.314 threshold=1.0000000180025095e-35 -0.09812499999999999 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069222690580347888 0.00097839516510697081 -0.00035860155736199142 0.00045370513513862847 leaf_weight=90.231100015342236 63.8596485927701 398.13945052027702 23.584565222263336 leaf_count=296 171 2329 71 internal_value=0 -0.000164432 0.000837011 internal_weight=0 488.371 87.4442 internal_count=2867 2625 242 is_linear=0 shrinkage=0.000943597 Tree=590 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=139.914 84.1693 62.1127 threshold=0.078300000000000008 0.12988000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015155115412847741 -0.000200946996285647 0.00029849501117558451 0.00015791693176283201 leaf_weight=62.863723322749138 369.23608419299126 27.060025036334991 211.81299442797899 leaf_count=190 2041 55 581 internal_value=0 -0.000166831 8.70851e-05 internal_weight=0 396.296 274.677 internal_count=2867 2096 771 is_linear=0 shrinkage=0.000273426 Tree=591 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=81.4597 87.8708 5.27507 threshold=1.0000000180025095e-35 -0.09812499999999999 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050241044825972991 0.00072110398852798859 -0.0002642032590997986 0.00033126075522447247 leaf_weight=90.084222979843616 62.971789471805096 398.72802040725946 23.469769224524498 leaf_count=296 171 2329 71 internal_value=0 -0.000122908 0.000615354 internal_weight=0 488.812 86.4416 internal_count=2867 2625 242 is_linear=0 shrinkage=0.000701106 Tree=592 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=160.293 74.9988 52.8583 threshold=0.040165000000000006 -0.09812499999999999 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010744939825338964 0.00014081621404703226 -0.00016974869097026877 0.00019063067139767697 leaf_weight=47.15779322385788 62.51422555744648 295.88921289891005 242.63820566236973 leaf_count=149 195 1900 589 internal_value=0 -0.000115574 0.000142121 internal_weight=0 358.403 289.796 internal_count=2833 2095 738 is_linear=0 shrinkage=0.000257655 Tree=593 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=161.868 80.1531 55.5543 threshold=0.040165000000000006 0.12485500000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012842349151352157 -0.00017370266919718489 0.00030670833152534737 0.0002140905053482659 leaf_weight=47.562110006809235 330.43473981320858 32.060840532183647 246.1335289478302 leaf_count=149 2030 65 589 internal_value=0 -0.000131199 0.000158618 internal_weight=0 362.496 293.696 internal_count=2833 2095 738 is_linear=0 shrinkage=0.000290162 Tree=594 num_leaves=4 num_cat=0 split_feature=12 0 1 split_gain=91.515 65.9932 41.1037 threshold=0.040165000000000006 -0.060094999999999989 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031197411088542711 -0.00046594513208625355 0.0003673170336948866 0.00047681306142984188 leaf_weight=46.535203665494919 244.03206653892994 70.55279516428709 208.31375921517611 leaf_count=149 1828 267 589 internal_value=0 -0.000279056 0.000332769 internal_weight=0 314.585 254.849 internal_count=2833 2095 738 is_linear=0 shrinkage=0.0007589 Tree=595 num_leaves=4 num_cat=0 split_feature=12 13 1 split_gain=156.752 74.6123 50.1114 threshold=0.040165000000000006 -0.09812499999999999 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010990831338359878 0.0001528274888178576 -0.00018072800635115735 0.00020415170555371272 leaf_weight=47.161452069878578 63.262750536203384 296.91004554182291 243.4620373994112 leaf_count=149 195 1900 589 internal_value=0 -0.000122135 0.000153183 internal_weight=0 360.173 290.623 internal_count=2833 2095 738 is_linear=0 shrinkage=0.000278894 Tree=596 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=183.67 73.5481 39.7367 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016005441660622673 0.00023345780587261998 0.000254802174785078 -2.4871509687866277e-05 leaf_weight=371.35778172314167 220.2125975638628 38.116281449794769 61.678081452846527 leaf_count=2071 540 84 191 internal_value=0 -0.000121427 0.000176937 internal_weight=0 409.474 281.891 internal_count=2886 2155 731 is_linear=0 shrinkage=0.000284472 Tree=597 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=87.0652 57.4289 36.1983 threshold=0.10100500000000003 0.062580000000000011 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033673631829907484 0.00013244409996845667 0.00064846698187738365 0.00074839201349301504 leaf_weight=319.05451815575361 148.58109280467033 36.481669306755066 81.935938209295273 leaf_count=2071 489 84 242 internal_value=0 -0.000235615 0.000351423 internal_weight=0 355.536 230.517 internal_count=2886 2155 731 is_linear=0 shrinkage=0.00074402 Tree=598 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=83.6829 55.0506 35.5344 threshold=0.10100500000000003 0.062580000000000011 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038746958466277028 0.0001519318045788622 0.00074340321501467567 0.00087074705799312522 leaf_weight=317.60689287632704 148.35623065382242 36.44995279610157 80.674941629171371 leaf_count=2071 489 84 242 internal_value=0 -0.000271013 0.000405182 internal_weight=0 354.057 229.031 internal_count=2886 2155 731 is_linear=0 shrinkage=0.000871738 Tree=599 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=80.5042 59.906 26.8879 threshold=0.10495000000000002 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031413003473757418 0.00051857512611103987 0.00049665329846173395 -7.6087224654840932e-05 leaf_weight=325.24055999517441 147.78879807889462 54.381557039916515 52.761091560125351 leaf_count=2084 458 164 180 internal_value=0 -0.000197965 0.000362138 internal_weight=0 379.622 200.55 internal_count=2886 2248 638 is_linear=0 shrinkage=0.000715128 Tree=600 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=100.411 63.1798 31.6024 threshold=0.10290000000000001 -0.11516999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048408895911977311 0.00016729096480738866 -0.00045567314468704801 0.00081508555820619872 leaf_weight=55.066274031996727 141.60535866767168 294.32241016626358 74.555859297513962 leaf_count=188 472 1976 230 internal_value=0 -0.000307541 0.000390773 internal_weight=0 349.389 216.161 internal_count=2866 2164 702 is_linear=0 shrinkage=0.000805351 Tree=601 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=96.5089 60.6275 34.4712 threshold=0.10290000000000001 -0.11516999999999998 0.14952000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044493105050617701 0.0004571903372506443 -0.00042211891420484792 -0.00061305064871363096 leaf_weight=55.18975293636322 195.72041806578636 292.69659330695868 18.999996110796928 leaf_count=188 631 1976 71 internal_value=0 -0.000284551 0.000362442 internal_weight=0 347.886 214.72 internal_count=2866 2164 702 is_linear=0 shrinkage=0.0007589 Tree=602 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=164.481 64.0753 35.0908 threshold=0.10290000000000001 -0.11516999999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014709236676465617 0.00022484138485651968 -0.00017471626726962486 -2.520522083362291e-05 leaf_weight=58.984563797712326 197.45021440088749 330.79250215739012 58.980373784899712 leaf_count=188 515 1976 187 internal_value=0 -0.000126012 0.000167332 internal_weight=0 389.777 256.431 internal_count=2866 2164 702 is_linear=0 shrinkage=0.000284472 Tree=603 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=93.7795 58.2347 33.1496 threshold=0.10290000000000001 -0.11516999999999998 0.14952000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042447628167228778 0.00044280289084563398 -0.00040760472960203541 -0.00058386738780406811 leaf_weight=55.383524984121323 195.03290438652039 291.80618727952242 19.099235408008099 leaf_count=188 631 1976 71 internal_value=0 -0.000274856 0.000351186 internal_weight=0 347.19 214.132 internal_count=2866 2164 702 is_linear=0 shrinkage=0.00074402 Tree=604 num_leaves=4 num_cat=0 split_feature=150 15 1 split_gain=79.0241 86.3569 21.8689 threshold=0.082085000000000019 -0.24436499999999997 0.085880000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057521287695215203 -0.0001254400032124939 -0.0002765665727114629 0.00058657597985910497 leaf_weight=60.362967468798161 23.370357625186443 372.17734033614397 96.7345310151577 leaf_count=207 127 2268 258 internal_value=0 -0.000157677 0.000448032 internal_weight=0 432.54 120.105 internal_count=2860 2475 385 is_linear=0 shrinkage=0.000660668 Tree=605 num_leaves=4 num_cat=0 split_feature=4 457 151 split_gain=83.7856 75.2935 8.35635 threshold=0.28937500000000005 0.069705000000000003 -0.071694999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028819716869673835 0.00020029411903679282 0.00056886513763018101 0.00072170206293991344 leaf_weight=387.0491134300828 22.111329972743988 66.470135450363159 74.068621210753918 leaf_count=2340 69 206 245 internal_value=0 -0.000162563 0.000601896 internal_weight=0 453.519 96.18 internal_count=2860 2546 314 is_linear=0 shrinkage=0.00074402 Tree=606 num_leaves=4 num_cat=0 split_feature=4 457 151 split_gain=80.9687 72.1605 8.27968 threshold=0.28937500000000005 0.069705000000000003 -0.071694999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003057553515007236 0.0002127990505301573 0.00060379671666114371 0.00077652028953523807 leaf_weight=386.05032379925251 22.023642815649509 66.269175700843334 72.856892079114914 leaf_count=2340 69 206 245 internal_value=0 -0.000172477 0.000645739 internal_weight=0 452.319 94.8805 internal_count=2860 2546 314 is_linear=0 shrinkage=0.000805351 Tree=607 num_leaves=4 num_cat=0 split_feature=4 457 151 split_gain=78.2445 69.1549 8.20269 threshold=0.28937500000000005 0.069705000000000003 -0.071694999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033085451450073092 0.00023059129580143967 0.00065366630324652122 0.00085220314424329423 leaf_weight=385.07298464328051 21.937725037336349 66.071270726621151 71.665755875408649 leaf_count=2340 69 206 245 internal_value=0 -0.000186647 0.000706594 internal_weight=0 451.144 93.6035 internal_count=2860 2546 314 is_linear=0 shrinkage=0.000889172 Tree=608 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=142.338 87.1697 41.5089 threshold=0.079570000000000016 -0.026279999999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030147240758365498 0.00019370415286876512 -0.00021089542116164834 6.2468580785831753e-05 leaf_weight=114.85021421313286 61.787055715918541 275.77894955128431 172.19601082801819 leaf_count=276 190 1852 487 internal_value=0 -0.000136832 0.00015811 internal_weight=0 337.566 287.046 internal_count=2805 2042 763 is_linear=0 shrinkage=0.000307922 Tree=609 num_leaves=4 num_cat=0 split_feature=150 15 160 split_gain=84.9569 70.6565 32.3573 threshold=0.082085000000000019 -0.24436499999999997 -0.065039999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006272087859398221 -0.00028731083526736389 -0.00030258031949177038 0.00075072857752530328 leaf_weight=56.500918574631214 22.038894936442375 366.75873935967684 97.794282346963882 leaf_count=203 119 2222 261 internal_value=0 -0.00017844 0.000559804 internal_weight=0 423.26 119.833 internal_count=2805 2425 380 is_linear=0 shrinkage=0.000774078 Tree=610 num_leaves=4 num_cat=0 split_feature=150 0 160 split_gain=81.7272 70.5359 30.7826 threshold=0.082085000000000019 -0.017269999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034494181262697014 -0.00020143662932770934 0.00044857291707957824 0.00077348672966639294 leaf_weight=333.20341485738754 25.763153597712517 88.332867138087749 93.197141818702221 leaf_count=2158 131 267 249 internal_value=0 -0.000178648 0.00056235 internal_weight=0 421.536 118.96 internal_count=2805 2425 380 is_linear=0 shrinkage=0.00078956 Tree=611 num_leaves=4 num_cat=0 split_feature=150 3 160 split_gain=78.5717 69.6721 29.7756 threshold=0.082085000000000019 0.14813000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023138366344606931 -0.00016487652118234904 0.00070485442538537524 0.0006384058871318222 leaf_weight=382.45594365149736 25.747528538107872 38.136379823088646 92.374157622456551 leaf_count=2317 131 108 249 internal_value=0 -0.000146464 0.000463312 internal_weight=0 420.592 118.122 internal_count=2805 2425 380 is_linear=0 shrinkage=0.000660668 Tree=612 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=79.5968 75.1257 3.73058 threshold=-0.24242999999999995 0.0047850000000000011 0.11568000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013043262193800972 -0.00029558429879941478 0.00058530685770736993 0.00081330949319649158 leaf_weight=26.74398136138916 392.91351675987244 99.861816003918648 24.582535937428474 leaf_count=61 2387 305 81 internal_value=0 -0.000117054 0.00106955 internal_weight=0 492.775 51.3265 internal_count=2834 2692 142 is_linear=0 shrinkage=0.000906956 Tree=613 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=121.155 97.9453 7.33222 threshold=0.28937500000000005 0.083325000000000024 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1578719489733833e-05 0.00017460411713904542 -0.00018537313567174892 0.00034086600639009689 leaf_weight=220.23785498738289 39.22464556992054 294.2400840818882 79.006920889019966 leaf_count=614 100 1910 210 internal_value=0 -6.68165e-05 0.000285744 internal_weight=0 514.478 118.232 internal_count=2834 2524 310 is_linear=0 shrinkage=0.00031408 Tree=614 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=77.2224 72.8977 3.60342 threshold=-0.24242999999999995 0.0047850000000000011 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071726258322434672 -0.00025780483345750542 0.00051391273617117247 0.0011474455449803954 leaf_weight=24.609874241054058 393.1835176050663 99.456314690411091 26.288717925548553 leaf_count=81 2387 305 61 internal_value=0 -0.000101993 0.000939796 internal_weight=0 492.64 50.8986 internal_count=2834 2692 142 is_linear=0 shrinkage=0.000805351 Tree=615 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=113.899 90.6759 7.46599 threshold=0.28937500000000005 -0.24242999999999995 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003127862227170185 0.0001411194252489799 -8.6933093581986076e-05 0.00028293349623827153 leaf_weight=42.768644839525223 38.553010933101177 467.19908683747053 76.932098403573036 leaf_count=89 100 2435 210 internal_value=0 -5.34e-05 0.000235622 internal_weight=0 509.968 115.485 internal_count=2834 2524 310 is_linear=0 shrinkage=0.000262808 Tree=616 num_leaves=4 num_cat=0 split_feature=159 42 50 split_gain=73.7612 59.2105 9.09439 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062750288565017749 -0.00042960574553118123 0.00022936455756095993 -0.0013056222815766086 leaf_weight=46.66535946726799 99.81876153498888 367.94430173188448 15.092682808637617 leaf_count=357 691 1639 103 internal_value=0 8.87311e-05 -0.000793577 internal_weight=0 467.763 61.758 internal_count=2790 2330 460 is_linear=0 shrinkage=0.0007589 Tree=617 num_leaves=4 num_cat=0 split_feature=484 52 2 split_gain=74.5276 67.3045 9.56811 threshold=-0.0048899999999999994 0.16377000000000003 0.11199500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00091274293284545889 0.00016172036355287643 -0.00085872882537494776 -0.00023550591193116652 leaf_weight=46.863518036901951 431.95032883435488 35.774371899664402 13.832850627601145 leaf_count=384 2090 253 63 internal_value=0 8.36385e-05 -0.000758522 internal_weight=0 467.725 60.6964 internal_count=2790 2343 447 is_linear=0 shrinkage=0.000715128 Tree=618 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=115.211 70.2317 38.45 threshold=0.10100500000000003 -0.10072999999999999 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015768953256871523 0.00020346137588268131 -0.00017657884419201489 -0.00014645852638515283 leaf_weight=71.378330618143082 214.64014773070812 289.79063479602337 33.006285637617111 leaf_count=252 584 1823 131 internal_value=0 -0.000110512 0.000156816 internal_weight=0 361.169 247.646 internal_count=2790 2075 715 is_linear=0 shrinkage=0.000301884 Tree=619 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=112.343 74.9784 61.8605 threshold=0.095575000000000007 -0.10072999999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016623799966181802 -0.00028756306494283953 -0.00019535702721239811 0.00018715117377744186 leaf_weight=65.469315119087696 27.792416453361511 258.76072510331869 249.08677516132593 leaf_count=232 127 1731 700 internal_value=0 -0.000122337 0.000139484 internal_weight=0 324.23 276.879 internal_count=2790 1963 827 is_linear=0 shrinkage=0.000301884 Tree=620 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=138.169 86.0928 72.6324 threshold=0.089825000000000002 -0.4290699999999999 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020369368832529443 -0.00038523782866364256 0.00015546905993151641 0.00013100532618763206 leaf_weight=220.79272812604904 22.621085025370121 323.93032123893499 59.036111041903496 leaf_count=1556 122 943 199 internal_value=0 0.000120155 -0.000133077 internal_weight=0 346.551 279.829 internal_count=2820 1065 1755 is_linear=0 shrinkage=0.000268065 Tree=621 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=134.913 77.7635 56.3561 threshold=0.040165000000000006 -0.028049999999999995 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019727697193402689 0.00013241595322970032 -0.00023310230677850782 0.00016596143358227848 leaf_weight=45.228440001606941 60.836923852562904 314.45436869561672 216.15171102434397 leaf_count=149 178 1872 621 internal_value=0 -0.000173846 0.000103098 internal_weight=0 375.291 261.38 internal_count=2820 2050 770 is_linear=0 shrinkage=0.000295965 Tree=622 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=140.263 76.6405 65.8776 threshold=0.089825000000000002 -0.060094999999999989 -0.014329999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021137154016913673 0.00028284552284270033 0.00013962335038692514 3.3246931020842384e-05 leaf_weight=223.47521536797285 122.19687607884407 58.716333366930485 223.87697377800941 leaf_count=1556 312 199 753 internal_value=0 -0.000138335 0.00012139 internal_weight=0 282.192 346.074 internal_count=2820 1755 1065 is_linear=0 shrinkage=0.000273426 Tree=623 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=72.8435 71.1632 64.4368 threshold=0.089825000000000002 -0.4290699999999999 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056786729726347133 -0.0012104319011146196 0.00041292660317305104 0.00047326629691068567 leaf_weight=190.60782067477703 21.220698766410351 276.51027426123619 56.211712881922722 leaf_count=1556 122 943 199 internal_value=0 0.000297152 -0.000330737 internal_weight=0 297.731 246.82 internal_count=2820 1065 1755 is_linear=0 shrinkage=0.000854645 Tree=624 num_leaves=4 num_cat=0 split_feature=484 403 151 split_gain=71.7539 69.6184 8.63466 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.048789999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002802630075280473 -0.00060305639731263096 0.00025091334486338851 -0.00099161395511559742 leaf_weight=14.690605103969572 73.1945675984025 401.27609144896269 45.091757826507092 leaf_count=96 620 1734 345 internal_value=0 0.000119156 -0.000816956 internal_weight=0 474.471 59.7824 internal_count=2795 2354 441 is_linear=0 shrinkage=0.000805351 Tree=625 num_leaves=4 num_cat=0 split_feature=484 403 151 split_gain=69.1578 66.9149 8.4747 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.048789999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026920977266627912 -0.000583515398847115 0.00024061099896193736 -0.00096168666972937667 leaf_weight=14.65835716575384 72.507155030965805 401.0539803057909 44.567093841731548 leaf_count=96 620 1734 345 internal_value=0 0.00011441 -0.00079044 internal_weight=0 473.561 59.2255 internal_count=2795 2354 441 is_linear=0 shrinkage=0.00078956 Tree=626 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=106.905 76.4011 36.0636 threshold=0.078300000000000008 0.13084000000000004 0.26768500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018861147113582885 -0.00015936876717842748 0.00037666014454275647 -0.00022570618814320492 leaf_weight=250.78041088581085 296.83546440303326 28.75469608604908 22.575351595878601 leaf_count=671 1987 58 79 internal_value=0 -0.00011201 0.000154381 internal_weight=0 325.59 273.356 internal_count=2795 2045 750 is_linear=0 shrinkage=0.00031408 Tree=627 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=122.497 79.1664 36.4553 threshold=0.078300000000000008 0.13084000000000004 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.1316275198627753e-05 -0.00014357681813222261 0.00031882109786897231 0.00017915061690108395 leaf_weight=46.230258226394653 308.00996635854244 29.104023799300194 234.03284426778555 leaf_count=145 1987 58 605 internal_value=0 -0.000103641 0.000136183 internal_weight=0 337.114 280.263 internal_count=2795 2045 750 is_linear=0 shrinkage=0.000268065 Tree=628 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=144.475 62.0239 45.8031 threshold=0.078300000000000008 0.12545500000000001 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024370792993677243 -0.00021319447572800155 0.00027330195706679359 -1.0395280212790868e-06 leaf_weight=100.89908926188946 344.46961268037558 22.582168951630592 159.95529213547707 leaf_count=283 2014 51 494 internal_value=0 -0.000183251 9.36403e-05 internal_weight=0 367.052 260.854 internal_count=2842 2065 777 is_linear=0 shrinkage=0.000284472 Tree=629 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=77.2089 53.9467 36.6644 threshold=0.078300000000000008 -0.026279999999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00076754759662393964 0.00046272881068546497 -0.00052634555437219952 6.5464775338771358e-05 leaf_weight=94.757114998996258 53.494365006685257 235.38196094334126 154.97269093245268 leaf_count=283 186 1879 494 internal_value=0 -0.000343169 0.0003319 internal_weight=0 288.876 249.73 internal_count=2842 2065 777 is_linear=0 shrinkage=0.000889172 Tree=630 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=139.661 68.1184 41.4306 threshold=0.078300000000000008 0.12545500000000001 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024044490847716245 -0.00016948057211954468 0.00031531136506659694 2.432412446297186e-05 leaf_weight=151.23367056250572 308.11081931740046 25.369978666305542 136.62376181781292 leaf_count=399 2014 51 378 internal_value=0 -0.000132583 0.000137877 internal_weight=0 333.481 287.857 internal_count=2842 2065 777 is_linear=0 shrinkage=0.000284472 Tree=631 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=75.1338 52.042 35.7638 threshold=0.078300000000000008 -0.026279999999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006116167945988013 0.00036273028082814608 -0.00041799111691785587 5.2803799381201921e-05 leaf_weight=94.052214995026588 53.646668866276741 234.35240395367146 155.21331818401814 leaf_count=283 186 1879 494 internal_value=0 -0.000272549 0.000263684 internal_weight=0 287.999 249.266 internal_count=2842 2065 777 is_linear=0 shrinkage=0.000715128 Tree=632 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=134.459 80.7141 38.4945 threshold=0.080070000000000016 -0.028049999999999995 -0.0016149999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027392428356448547 0.00020872265237057024 -0.00020238004304979813 4.7702426547888236e-05 leaf_weight=157.78702045232058 59.556538850069046 276.55473335832357 151.15289300680161 leaf_count=409 177 1890 416 internal_value=0 -0.000129528 0.000163252 internal_weight=0 336.111 308.94 internal_count=2892 2067 825 is_linear=0 shrinkage=0.000320362 Tree=633 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=73.9925 63.8187 16.5352 threshold=-1.0000000180025095e-35 -0.4290699999999999 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052757508784412788 -0.00085534671473874106 0.00019846269211240845 -0.0014175734522533943 leaf_weight=48.799017526209354 37.231910221278667 455.44816691428423 16.823141641914845 leaf_count=362 255 2163 112 internal_value=0 0.000118796 -0.000756084 internal_weight=0 492.68 65.6222 internal_count=2892 2418 474 is_linear=0 shrinkage=0.000774078 Tree=634 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=121.926 88.4977 8.19741 threshold=0.28937500000000005 0.083325000000000024 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2950797903303008e-05 0.00012826710849241348 -0.000220529929318342 0.00031216197410225847 leaf_weight=219.62242124974728 35.031882748007774 322.12463782727718 67.035839900374413 leaf_count=641 105 1932 214 internal_value=0 -0.000117772 0.000249081 internal_weight=0 541.747 102.068 internal_count=2892 2573 319 is_linear=0 shrinkage=0.000307922 Tree=635 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=71.2451 61.6204 16.0457 threshold=-1.0000000180025095e-35 -0.4290699999999999 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049167523862269974 -0.00079997528627273259 0.00017978894982780493 -0.0013202678717605261 leaf_weight=48.725828602910042 36.897911302745342 456.4728352651 16.699224643409252 leaf_count=362 255 2163 112 internal_value=0 0.000106487 -0.00070349 internal_weight=0 493.371 65.4251 internal_count=2892 2418 474 is_linear=0 shrinkage=0.000729431 Tree=636 num_leaves=4 num_cat=0 split_feature=123 484 124 split_gain=78.7111 66.9746 6.44901 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.073304999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010337968363492709 0.00090234804288604907 -2.5862567704333776e-05 0.00038954195819739234 leaf_weight=52.203534331172705 57.70626150816679 406.9028968885541 24.598377838730812 leaf_count=422 168 2160 80 internal_value=0 -0.00014051 0.000749212 internal_weight=0 459.106 82.3046 internal_count=2830 2582 248 is_linear=0 shrinkage=0.000837887 Tree=637 num_leaves=4 num_cat=0 split_feature=123 484 133 split_gain=76.0633 65.0401 6.43123 threshold=1.0000000180025095e-35 -0.0048899999999999994 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010659252610240519 0.00051784080641188908 -2.6306192642123558e-05 0.0010090151796049956 leaf_weight=51.502153258770704 39.279675528407097 406.86835676431656 41.992693498730659 leaf_count=422 124 2160 124 internal_value=0 -0.000143157 0.000771804 internal_weight=0 458.371 81.2724 internal_count=2830 2582 248 is_linear=0 shrinkage=0.000871738 Tree=638 num_leaves=4 num_cat=0 split_feature=123 484 124 split_gain=73.5042 63.1564 6.50136 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.073304999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095674763087436488 0.00083970489531070365 -2.3293901956512146e-05 0.00034951077630914938 leaf_weight=50.812479641288519 56.0772405564785 406.83460222929716 24.177894741296768 leaf_count=422 168 2160 80 internal_value=0 -0.000126971 0.000692146 internal_weight=0 457.647 80.2551 internal_count=2830 2582 248 is_linear=0 shrinkage=0.00078956 Tree=639 num_leaves=4 num_cat=0 split_feature=123 484 133 split_gain=71.0285 61.322 6.52371 threshold=1.0000000180025095e-35 -0.0048899999999999994 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00094808512858164272 0.00045200635273111929 -2.2773328787642173e-05 0.00090562333964272132 leaf_weight=50.134505666792393 38.527497693896294 406.80161333084106 40.727635249495506 leaf_count=422 124 2160 124 internal_value=0 -0.000124333 0.000685273 internal_weight=0 456.936 79.2551 internal_count=2830 2582 248 is_linear=0 shrinkage=0.00078956 Tree=640 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=158.621 72.9663 38.2628 threshold=0.040165000000000006 0.12545500000000001 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0858421367210783e-05 -0.00018200860216914248 0.00026963678311380163 0.00018869695572969392 leaf_weight=58.025734484195709 306.15863279253244 29.285337164998055 220.23499998450279 leaf_count=182 2040 61 578 internal_value=0 -0.000142565 0.000136657 internal_weight=0 335.444 278.261 internal_count=2861 2101 760 is_linear=0 shrinkage=0.000273426 Tree=641 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=142.693 55.4064 51.9974 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020062263427582418 0.00017653225661766545 0.00016075104430994516 -0.00015024341664324155 leaf_weight=367.51223076879978 169.2201988697052 34.701545909047127 46.366559088230133 leaf_count=2076 534 83 168 internal_value=0 -0.000169438 0.000106245 internal_weight=0 402.214 215.587 internal_count=2861 2159 702 is_linear=0 shrinkage=0.000273426 Tree=642 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=84.8957 61.8743 5.17091 threshold=0.28937500000000005 0.083325000000000024 -0.14026999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014115308201983779 0.0004116782304696076 -0.00049209133057965604 0.00083343835050013004 leaf_weight=194.70107334107161 31.639300554990768 244.15031283721328 57.810925081372261 leaf_count=601 97 1949 214 internal_value=0 -0.000211152 0.000684378 internal_weight=0 438.851 89.4502 internal_count=2861 2550 311 is_linear=0 shrinkage=0.000837887 Tree=643 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=82.0672 59.6457 5.15862 threshold=0.28937500000000005 0.083325000000000024 -0.14026999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012022449737308855 0.00035309277670455744 -0.0004220910881339276 0.00072186274686575043 leaf_weight=194.54394942522049 31.396781623363495 242.26067854836583 56.814938217401505 leaf_count=601 97 1949 214 internal_value=0 -0.00018056 0.000590713 internal_weight=0 436.805 88.2117 internal_count=2861 2550 311 is_linear=0 shrinkage=0.000729431 Tree=644 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=117.507 92.5626 71.6692 threshold=0.089825000000000002 -0.16097499999999995 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023082675720272164 -0.00038262027140233937 -0.00021534455051292685 0.00015243856316390816 leaf_weight=46.990483090281487 22.633246213197708 234.14977848529816 303.24918480217457 leaf_count=128 125 1651 938 internal_value=0 -0.00014076 0.000115257 internal_weight=0 281.14 325.882 internal_count=2842 1779 1063 is_linear=0 shrinkage=0.000290162 Tree=645 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=66.0625 94.4131 64.3759 threshold=0.077020000000000019 -0.035274999999999994 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067068580876101602 -0.0010715909041459201 0.00080771934808572911 0.0002910972104554735 leaf_weight=151.62034177407622 24.13970074057579 34.348988100886345 324.68899717926979 leaf_count=1379 140 87 1236 internal_value=0 -0.000397566 0.000196743 internal_weight=0 185.969 348.829 internal_count=2842 1466 1376 is_linear=0 shrinkage=0.000805351 Tree=646 num_leaves=4 num_cat=0 split_feature=13 457 0 split_gain=63.2897 61.5828 5.98563 threshold=-0.15041499999999997 0.069705000000000003 -0.11772999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045104091659956198 -0.00023413926335158432 0.00054472698544693839 0.00090611970577016197 leaf_weight=34.551542811095715 390.54159330204129 72.030716352164745 34.855313271284103 leaf_count=117 2406 229 90 internal_value=0 -0.000112838 0.000679763 internal_weight=0 462.572 69.4069 internal_count=2842 2635 207 is_linear=0 shrinkage=0.000774078 Tree=647 num_leaves=4 num_cat=0 split_feature=1 0 50 split_gain=63.0645 90.8537 61.1057 threshold=0.077020000000000019 -0.035274999999999994 0.088495000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00079260779213491687 0.00040124803335674314 0.00094150404759529513 -0.00072239239763981298 leaf_weight=149.23568273708224 294.07335022091866 34.429565913975239 52.879282809793949 leaf_count=1379 1052 87 324 internal_value=0 -0.00046747 0.000229963 internal_weight=0 183.665 346.953 internal_count=2842 1466 1376 is_linear=0 shrinkage=0.000962469 Tree=648 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=122.011 89.876 53.4974 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021076635145502704 0.00022515736813612916 -0.00017401358363835061 -0.00011144085004592147 leaf_weight=61.416206859052181 193.10469481348991 304.11176292598248 50.047011636197567 leaf_count=199 533 1939 179 internal_value=0 -0.000109355 0.000155873 internal_weight=0 365.528 243.152 internal_count=2850 2138 712 is_linear=0 shrinkage=0.000290162 Tree=649 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=111.763 86.4187 9.31411 threshold=0.28937500000000005 1.0000000180025095e-35 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011570992275801603 0.00013189303981615534 0.0002536459340084745 0.00032338887520431129 leaf_weight=433.2805514857173 32.780625157058239 66.58508038520813 79.070657327771187 leaf_count=2389 91 155 215 internal_value=0 -6.65017e-05 0.000267299 internal_weight=0 499.866 111.851 internal_count=2850 2544 306 is_linear=0 shrinkage=0.000301884 Tree=650 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=105.992 81.5703 8.98638 threshold=0.28937500000000005 1.0000000180025095e-35 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012394132284152416 0.00014977251183151714 0.00028447930847942877 0.00036246139988208872 leaf_weight=426.50651100277901 32.711576238274574 65.134884014725685 77.324118599295616 leaf_count=2389 91 155 215 internal_value=0 -6.9823e-05 0.00029927 internal_weight=0 491.641 110.036 internal_count=2850 2544 306 is_linear=0 shrinkage=0.000339971 Tree=651 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=63.7322 56.8891 10.8446 threshold=0.28937500000000005 -0.24242999999999995 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070124629850273749 0.00016625957716639555 -0.00019629797389999088 0.0007007611360750946 leaf_weight=37.974403217434883 26.981950484216213 401.98329485207796 60.575317218899727 leaf_count=97 91 2447 215 internal_value=0 -0.0001188 0.000536119 internal_weight=0 439.958 87.5573 internal_count=2850 2544 306 is_linear=0 shrinkage=0.000701106 Tree=652 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=129.291 76.2025 35.2141 threshold=0.078300000000000008 0.12545500000000001 -0.031559999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026333711875390009 -0.00016048291331049742 0.00030164149367388845 6.1961435229278126e-05 leaf_weight=110.18441674113274 296.1496599316597 30.606597647070885 174.52582301199436 leaf_count=280 2016 63 501 internal_value=0 -0.000117182 0.000139907 internal_weight=0 326.756 284.71 internal_count=2860 2079 781 is_linear=0 shrinkage=0.000278894 Tree=653 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=71.2134 58.5011 32.4699 threshold=0.078300000000000008 0.12545500000000001 -0.031559999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069067402213241044 -0.00039695729586246617 0.00083960993725927708 8.8502632341672338e-05 leaf_weight=92.203674845397472 257.74808425083756 27.439377874135971 156.8824637979269 leaf_count=280 2016 63 501 internal_value=0 -0.000277932 0.000311443 internal_weight=0 285.187 249.086 internal_count=2860 2079 781 is_linear=0 shrinkage=0.000805351 Tree=654 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=128.725 76.2707 31.4713 threshold=0.078300000000000008 0.12485500000000001 -0.031559999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024648061981482261 -0.00015625782661428893 0.00028340574516200201 6.2544335572068291e-05 leaf_weight=107.85003000497818 296.2020643055439 31.336297199130058 175.80162240564823 leaf_count=280 2014 65 501 internal_value=0 -0.00011418 0.000132492 internal_weight=0 327.538 283.652 internal_count=2860 2079 781 is_linear=0 shrinkage=0.000268065 Tree=655 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=69.3165 56.6495 29.0699 threshold=0.078300000000000008 0.12545500000000001 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043659516877374966 -0.00040767158657876513 0.00086282281081008516 -0.00038390669787981757 leaf_weight=213.23970937728882 256.90918136015534 27.234453171491623 35.322965696454048 leaf_count=661 2016 63 120 internal_value=0 -0.000285848 0.000319974 internal_weight=0 284.144 248.563 internal_count=2860 2079 781 is_linear=0 shrinkage=0.000837887 Tree=656 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=69.8722 65.2723 1.54045 threshold=-0.24242999999999995 -0.10072999999999999 -0.083589999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070904467742002083 0.00040991424690938133 -0.0002376209010688222 0.00097084853614894313 leaf_weight=28.883118785917759 107.45228798687458 361.18316220864654 20.928412705659866 leaf_count=91 394 2281 55 internal_value=0 -8.91385e-05 0.000819372 internal_weight=0 468.635 49.8115 internal_count=2821 2675 146 is_linear=0 shrinkage=0.000729431 Tree=657 num_leaves=4 num_cat=0 split_feature=13 3 2 split_gain=67.5511 62.4076 1.29638 threshold=-0.24242999999999995 -0.10072999999999999 0.11680500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011388911797887281 0.00049811600335031498 -0.00028917538037605414 0.00083945880909826686 leaf_weight=27.722260907292366 107.4802779853344 360.7508828677237 21.472781851887703 leaf_count=72 394 2281 74 internal_value=0 -0.000108443 0.00100857 internal_weight=0 468.231 49.195 internal_count=2821 2675 146 is_linear=0 shrinkage=0.000906956 Tree=658 num_leaves=4 num_cat=0 split_feature=13 4 0 split_gain=65.2873 59.7303 1.42543 threshold=-0.24242999999999995 0.28937500000000005 -0.083589999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0008638838039705662 -0.00024542093744891336 0.00064763759650375498 0.0011807519144957886 leaf_weight=28.076128922402859 394.86518565192819 72.971935018897057 20.5262391269207 leaf_count=91 2427 248 55 internal_value=0 -0.000106103 0.000998118 internal_weight=0 467.837 48.6024 internal_count=2821 2675 146 is_linear=0 shrinkage=0.000906956 Tree=659 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=104.566 60.9195 39.4741 threshold=0.10400500000000001 -0.11327499999999999 0.11646500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017203016855325866 0.00022692896689180921 -0.00015373979280188917 -0.00016134990515144542 leaf_weight=65.817362174391747 180.80164625495672 314.10423953086138 28.76293970644474 leaf_count=217 519 1986 99 internal_value=0 -9.72978e-05 0.000173627 internal_weight=0 379.922 209.565 internal_count=2821 2203 618 is_linear=0 shrinkage=0.000307922 Tree=660 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=58.4661 61.5836 36.7629 threshold=0.079360000000000014 -0.40306999999999998 0.15756500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082694184929395546 -0.0006200840527831636 0.00026790442499266776 0.00097149595270630432 leaf_weight=38.274121709167957 112.62347496300936 366.23404271900654 10.708662919700144 leaf_count=277 1020 1533 33 internal_value=0 0.000164277 -0.000481762 internal_weight=0 404.508 123.332 internal_count=2863 1810 1053 is_linear=0 shrinkage=0.000821458 Tree=661 num_leaves=4 num_cat=0 split_feature=159 52 50 split_gain=57.5214 60.2903 11.7828 threshold=-1.0000000180025095e-35 -0.40306999999999998 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048563836693886779 -0.00075420450904414773 0.000175559795047369 -0.0012443924269007864 leaf_weight=41.533949080854654 40.60350788384676 428.94025652110577 14.766437459737061 leaf_count=356 291 2111 105 internal_value=0 9.51316e-05 -0.000684998 internal_weight=0 469.544 56.3004 internal_count=2863 2402 461 is_linear=0 shrinkage=0.000729431 Tree=662 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=105.16 94.2891 50.1864 threshold=-0.059315 -0.10072999999999999 -0.0016149999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010295645949056115 0.0002425532219362235 -0.00022442853962153342 -5.9159525898923802e-06 leaf_weight=115.24590301513672 159.26875188201666 207.22325824201107 120.00290452688932 leaf_count=410 459 1637 357 internal_value=0 -0.000107427 0.000135793 internal_weight=0 322.469 279.272 internal_count=2863 2047 816 is_linear=0 shrinkage=0.000290162 Tree=663 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=98.8228 94.4739 45.7508 threshold=-0.059315 -0.10072999999999999 -0.0016149999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011081045931298884 0.00024608678869812598 -0.00023100878626544931 -1.4317675346812285e-06 leaf_weight=115.24311509728432 156.7399025708437 204.29513455182314 120.26949005573988 leaf_count=410 459 1637 357 internal_value=0 -0.000107731 0.000138629 internal_weight=0 319.538 277.009 internal_count=2863 2047 816 is_linear=0 shrinkage=0.000301884 Tree=664 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=123.278 80.8811 74.2596 threshold=0.086005000000000012 -0.035274999999999994 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027503997284415303 -0.00043229119770905395 0.00018781979694092556 0.00013467093829528542 leaf_weight=192.01041826605797 23.413999833166599 43.982600599527359 335.82136706262827 leaf_count=1487 130 119 1110 internal_value=0 -0.000188767 9.76969e-05 internal_weight=0 235.993 359.235 internal_count=2846 1606 1240 is_linear=0 shrinkage=0.000307922 Tree=665 num_leaves=4 num_cat=0 split_feature=150 15 160 split_gain=77.5883 73.3978 42.0324 threshold=0.082085000000000019 -0.34809999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087477572193200609 -0.00046551562449969746 -0.00038637999069025011 0.00094942057767685663 leaf_weight=46.2845379114151 23.797669611871243 364.83688356727362 86.96107691526413 leaf_count=177 131 2298 240 internal_value=0 -0.000244364 0.000645379 internal_weight=0 411.121 110.759 internal_count=2846 2475 371 is_linear=0 shrinkage=0.000943597 Tree=666 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=117.941 78.1353 67.9627 threshold=0.086005000000000012 -0.15426499999999996 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000170831875768899 -0.0003894926078821183 -0.00024909639707407086 0.00012417728796181287 leaf_weight=44.282060071825981 22.2270128428936 188.19182000309229 330.86839520931244 leaf_count=126 130 1480 1110 internal_value=0 -0.0001691 9.1823e-05 internal_weight=0 232.474 353.095 internal_count=2846 1606 1240 is_linear=0 shrinkage=0.000284472 Tree=667 num_leaves=4 num_cat=0 split_feature=150 15 160 split_gain=74.9244 71.3904 40.6872 threshold=0.082085000000000019 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069305803057344794 -0.00039633908844413976 -0.00033881499279652609 0.0008165425990599829 leaf_weight=51.757713913917542 23.797621138393879 358.59862650185823 86.322442464530468 leaf_count=199 131 2276 240 internal_value=0 -0.00020864 0.000554408 internal_weight=0 410.356 110.12 internal_count=2846 2475 371 is_linear=0 shrinkage=0.000821458 Tree=668 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=103.249 79.4496 32.7407 threshold=0.080070000000000016 -0.18484999999999999 0.16703000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017505500936508059 0.00019954117135176025 -0.00015662564716082081 -0.00011154104169205714 leaf_weight=242.25936655700207 59.411738410592079 270.20278440415859 35.541438892483711 leaf_count=659 178 1893 113 internal_value=0 -9.24201e-05 0.000138383 internal_weight=0 329.615 277.801 internal_count=2843 2071 772 is_linear=0 shrinkage=0.000278894 Tree=669 num_leaves=4 num_cat=0 split_feature=484 52 3 split_gain=69.4321 66.8873 8.65633 threshold=-1.0000000180025095e-35 0.18829500000000002 0.11804000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00079411922092564435 0.00019982352065469922 -0.00084943225619279604 -3.768029818741987e-05 leaf_weight=49.888347886502743 435.50814260542393 32.043806158006191 8.7405546456575376 leaf_count=456 2114 247 26 internal_value=0 0.000127881 -0.000681396 internal_weight=0 467.552 58.6289 internal_count=2843 2361 482 is_linear=0 shrinkage=0.000701106 Tree=670 num_leaves=4 num_cat=0 split_feature=159 403 50 split_gain=65.4174 50.1539 12.0324 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.09696500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043352634010718465 -0.00044748121170588417 0.00022511782969763657 -0.0011304671014356971 leaf_weight=32.550946023315191 69.137196272611618 401.18164177238941 22.177877634763718 leaf_count=282 588 1800 173 internal_value=0 0.000126231 -0.000716245 internal_weight=0 470.319 54.7288 internal_count=2843 2388 455 is_linear=0 shrinkage=0.000729431 Tree=671 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=109.219 86.2492 33.9028 threshold=0.080070000000000016 -0.18484999999999999 0.16703000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019324410768766425 0.0002264277571678892 -0.00017445306462742524 -0.00012222468791042452 leaf_weight=245.92865025997162 59.628714434802532 271.73889163136482 35.517739117145538 leaf_count=659 178 1893 113 internal_value=0 -0.000102307 0.000153427 internal_weight=0 331.368 281.446 internal_count=2843 2071 772 is_linear=0 shrinkage=0.000301884 Tree=672 num_leaves=4 num_cat=0 split_feature=4 49 0 split_gain=113.6 81.7285 8.46923 threshold=0.28937500000000005 -0.034759999999999992 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012947426428258185 0.00012475723707455576 -0.00012676470333380281 0.00028513988237069301 leaf_weight=117.84960630536079 34.303905203938484 370.93752337992191 76.564238876104355 leaf_count=345 93 2180 218 internal_value=0 -6.49813e-05 0.000235546 internal_weight=0 488.787 110.868 internal_count=2836 2525 311 is_linear=0 shrinkage=0.000268065 Tree=673 num_leaves=4 num_cat=0 split_feature=1 457 16 split_gain=112.832 51.8209 38.184 threshold=0.10413000000000001 0.081330000000000013 0.28332500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015032448790256581 0.00021659861695968679 0.00017048830682753695 -0.00015435409128000853 leaf_weight=328.82545960694551 188.3125763386488 53.311142161488533 29.197101093828678 leaf_count=2028 524 163 121 internal_value=0 -0.000105562 0.000166795 internal_weight=0 382.137 217.51 internal_count=2836 2191 645 is_linear=0 shrinkage=0.000301884 Tree=674 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=66.8609 64.6964 5.06444 threshold=1.0000000180025095e-35 -0.10491999999999999 -0.04652499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061263841820164452 0.00085754857608918663 -0.0003141036741736977 0.00032831430760425512 leaf_weight=71.043322309851646 59.069722354412079 367.86232488974929 18.902347981929779 leaf_count=249 192 2336 59 internal_value=0 -0.000164077 0.000729361 internal_weight=0 438.906 77.9721 internal_count=2836 2585 251 is_linear=0 shrinkage=0.000889172 Tree=675 num_leaves=4 num_cat=0 split_feature=4 123 0 split_gain=110.766 76.1912 8.42919 threshold=0.28937500000000005 1.0000000180025095e-35 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011730663394012154 0.00014009565550469603 0.00023799949805819473 0.00032100872776397301 leaf_weight=422.84380047023296 34.111371487379074 63.20806622505188 75.550757616758347 leaf_count=2373 93 152 218 internal_value=0 -7.10937e-05 0.000264768 internal_weight=0 486.052 109.662 internal_count=2836 2525 311 is_linear=0 shrinkage=0.000301884 Tree=676 num_leaves=4 num_cat=0 split_feature=484 52 2 split_gain=63.1162 64.3874 7.50933 threshold=-1.0000000180025095e-35 -0.40306999999999998 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001171911622372848 -0.001101644346055102 0.00021435306050368556 -0.00030772718844516121 leaf_weight=42.753270085901022 37.416510112583637 430.40783539414406 11.929015770554541 leaf_count=406 265 2122 53 internal_value=0 0.000109059 -0.000983562 internal_weight=0 467.824 54.6823 internal_count=2846 2387 459 is_linear=0 shrinkage=0.000962469 Tree=677 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=62.5347 57.354 33.7823 threshold=0.10100500000000003 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045107274851831434 0.00048320589842995441 -0.00034997873948514074 -0.00021426690629897048 leaf_weight=58.097593776881695 152.65117220580578 261.74446929246187 48.734255999326706 leaf_count=194 530 1934 188 internal_value=0 -0.000204454 0.000314417 internal_weight=0 319.842 201.385 internal_count=2846 2128 718 is_linear=0 shrinkage=0.000729431 Tree=678 num_leaves=4 num_cat=0 split_feature=484 52 2 split_gain=60.9422 62.2472 7.4268 threshold=-1.0000000180025095e-35 -0.40306999999999998 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001035243026303089 -0.00097052716326854885 0.00018676470006003966 -0.00026920871121554864 leaf_weight=41.863625541329384 36.851277984678745 428.19786712527275 11.883791103959082 leaf_count=406 265 2122 53 internal_value=0 9.50229e-05 -0.000866025 internal_weight=0 465.049 53.7474 internal_count=2846 2387 459 is_linear=0 shrinkage=0.000854645 Tree=679 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=109.445 63.541 36.8503 threshold=0.10100500000000003 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017818312076303127 0.00023156552832458786 -0.00016710601432095814 -6.0971430806751644e-05 leaf_weight=61.048332221806049 178.61655258387327 292.95961348712444 52.91550337523222 leaf_count=194 530 1934 188 internal_value=0 -0.000107555 0.000164708 internal_weight=0 354.008 231.532 internal_count=2846 2128 718 is_linear=0 shrinkage=0.000307922 Tree=680 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=125.512 59.7194 40.2133 threshold=0.078300000000000008 0.12968000000000005 0.086165000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8546570689444582e-05 -0.0001734544443750672 0.000282728198546029 0.00016711026437276396 leaf_weight=52.525051847100258 277.12019912153482 23.237654238939285 225.17157281190157 leaf_count=172 1960 53 623 internal_value=0 -0.000138145 0.000116859 internal_weight=0 300.358 277.697 internal_count=2808 2013 795 is_linear=0 shrinkage=0.000273426 Tree=681 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=130.857 60.9004 38.7515 threshold=0.078300000000000008 0.12968000000000005 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015200921818117385 -0.00016504296304758627 0.00027076715610467215 -0.00013467378258998354 leaf_weight=240.56656570732594 275.15577747300267 23.054102197289467 35.967854529619217 leaf_count=672 1960 53 123 internal_value=0 -0.000131336 0.000114715 internal_weight=0 298.21 276.534 internal_count=2808 2013 795 is_linear=0 shrinkage=0.000257655 Tree=682 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=130.96 62.4468 42.2981 threshold=0.078300000000000008 0.12968000000000005 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001485766079995269 -0.00016336249334998742 0.00026759506957133505 -0.00014519518913269804 leaf_weight=241.03646007180214 278.20264872163534 23.230157539248466 35.920296475291252 leaf_count=672 1960 53 123 internal_value=0 -0.000130136 0.000110468 internal_weight=0 301.433 276.957 internal_count=2808 2013 795 is_linear=0 shrinkage=0.000252603 Tree=683 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=72.4337 48.1628 33.8421 threshold=0.078300000000000008 -0.073234999999999981 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031358801956552954 0.00039911408631609408 -0.00040371429177263844 -0.00039555650039167778 leaf_weight=209.92440166324377 38.19132748991251 222.87187833338976 34.134934350848198 leaf_count=672 126 1887 123 internal_value=0 -0.000286247 0.000214382 internal_weight=0 261.063 244.059 internal_count=2808 2013 795 is_linear=0 shrinkage=0.000660668 Tree=684 num_leaves=4 num_cat=0 split_feature=123 13 2 split_gain=67.4042 59.9217 6.80967 threshold=1.0000000180025095e-35 -0.10023999999999998 0.092105000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054026224368438616 0.00036754208927196357 -0.00026398701250373186 0.00088838071782586974 leaf_weight=75.322441205382347 25.675983130931854 367.14955046027899 49.998238816857338 leaf_count=280 98 2321 144 internal_value=0 -0.000127061 0.000711799 internal_weight=0 442.472 75.6742 internal_count=2843 2601 242 is_linear=0 shrinkage=0.000821458 Tree=685 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=116.397 68.552 25.4463 threshold=0.10495000000000002 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014718996705161475 0.00022885876792153707 0.00019273688350021281 -5.451565542958052e-06 leaf_weight=326.961466178298 161.0924095287919 58.938240461051464 51.4948405995965 leaf_count=2043 462 171 167 internal_value=0 -9.52662e-05 0.000172107 internal_weight=0 385.9 212.587 internal_count=2843 2214 629 is_linear=0 shrinkage=0.000290162 Tree=686 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=65.7154 57.7514 5.87668 threshold=1.0000000180025095e-35 -0.10023999999999998 -0.04652499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049021307769487915 0.00077886568220403285 -0.0002394510060555454 0.00029529177756443915 leaf_weight=75.252370953559875 55.423841118812561 367.38569853082299 19.631335839629173 leaf_count=280 179 2321 63 internal_value=0 -0.000115386 0.00065249 internal_weight=0 442.638 75.0552 internal_count=2843 2601 242 is_linear=0 shrinkage=0.0007589 Tree=687 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=126.304 65.8277 31.774 threshold=0.10495000000000002 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021102860001749322 0.00021321264761957047 0.00014424206453146171 -7.6578407295224617e-05 leaf_weight=357.11789113283157 143.33350823074579 57.384412370622158 47.837345600128174 leaf_count=2043 462 171 167 internal_value=0 -0.00016184 0.000140697 internal_weight=0 414.502 191.171 internal_count=2843 2214 629 is_linear=0 shrinkage=0.000307922 Tree=688 num_leaves=4 num_cat=0 split_feature=1 50 47 split_gain=62.2154 48.2795 30.1351 threshold=0.10384000000000002 0.088385000000000005 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010807077081023025 0.00058850196963294789 -0.0010886071959449208 -0.00022980610594459163 leaf_weight=285.8299001455307 141.53365700691938 44.021346554160118 45.081588469445705 leaf_count=1758 490 414 171 internal_value=0 -0.000238987 0.000390816 internal_weight=0 329.851 186.615 internal_count=2833 2172 661 is_linear=0 shrinkage=0.000871738 Tree=689 num_leaves=4 num_cat=0 split_feature=1 50 47 split_gain=59.7882 47.3166 29.1265 threshold=0.10384000000000002 0.088385000000000005 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9649854947209877e-05 0.00054715861586304498 -0.0010218223155256908 -0.00021145389416720015 leaf_weight=285.55668566003442 140.24529727548361 43.211505930870771 45.132724672555923 leaf_count=1758 490 414 171 internal_value=0 -0.000220907 0.000362462 internal_weight=0 328.768 185.378 internal_count=2833 2172 661 is_linear=0 shrinkage=0.000821458 Tree=690 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=59.0484 56.3663 8.89331 threshold=-1.0000000180025095e-35 0.10384000000000002 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00066349757908466106 -0.00014150900775131495 0.0005086382535443195 -0.0014768234417926233 leaf_weight=42.23650112375617 289.67058401182294 165.7390473857522 14.221586521714924 leaf_count=368 1778 586 101 internal_value=0 9.51131e-05 -0.000868801 internal_weight=0 455.41 56.4581 internal_count=2833 2364 469 is_linear=0 shrinkage=0.000889172 Tree=691 num_leaves=4 num_cat=0 split_feature=159 1 50 split_gain=56.902 54.2334 8.69302 threshold=-1.0000000180025095e-35 0.10384000000000002 0.083800000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055223026458392185 -0.00013313185327931644 0.00048135404572166059 -0.0012423962023890912 leaf_weight=34.007768835872412 289.30852042883635 164.57089684158564 21.97012148424983 leaf_count=291 1778 586 178 internal_value=0 8.96838e-05 -0.000823437 internal_weight=0 453.879 55.9779 internal_count=2833 2364 469 is_linear=0 shrinkage=0.000854645 Tree=692 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=57.4101 58.6909 1.88228 threshold=-0.24921999999999997 0.0047850000000000011 -0.10198999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00072816852571308088 -0.00029136335896603593 0.00048967910368776088 0.0010896110021196973 leaf_weight=23.514047108590603 367.28850382193923 86.881290927529335 19.401909574866295 leaf_count=82 2413 288 55 internal_value=0 -0.000141938 0.000891985 internal_weight=0 454.17 42.916 internal_count=2838 2701 137 is_linear=0 shrinkage=0.000854645 Tree=693 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=101.598 64.6991 61.8199 threshold=0.087390000000000009 0.0047850000000000011 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016151879041549836 5.9680776780074821e-06 0.0002805444785693966 -0.00021482565371502607 leaf_weight=40.675339691340923 231.51906787604094 93.772724017500877 204.93288624286652 leaf_count=141 902 253 1542 internal_value=0 8.51328e-05 -0.000152491 internal_weight=0 325.292 245.608 internal_count=2838 1155 1683 is_linear=0 shrinkage=0.000278894 Tree=694 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=55.8592 55.5365 8.85165 threshold=0.28937500000000005 -0.24921999999999997 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092972429483866666 0.00022028728374672859 -0.00028511205392053927 0.00086190239979567758 leaf_weight=33.650593668222427 26.768065080046654 383.8098548091948 52.20903217792511 leaf_count=93 91 2453 201 internal_value=0 -0.000187149 0.000644543 internal_weight=0 417.46 78.9771 internal_count=2838 2546 292 is_linear=0 shrinkage=0.000906956 Tree=695 num_leaves=4 num_cat=0 split_feature=1 39 3 split_gain=101.935 69.1337 63.1694 threshold=0.088035000000000016 0.0047850000000000011 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016201842225004926 2.8043521363201092e-06 0.0002848966547637316 -0.0002111114836367436 leaf_weight=42.354509919881821 224.34252182394266 96.684849873185158 211.23474976420403 leaf_count=147 871 253 1567 internal_value=0 8.77749e-05 -0.000148784 internal_weight=0 321.027 253.589 internal_count=2838 1124 1714 is_linear=0 shrinkage=0.000278894 Tree=696 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=56.4358 55.2119 39.276 threshold=0.078300000000000008 0.098330000000000015 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037206364611124519 -0.0002811805659793546 0.0010705323387131969 -0.00044029395767776822 leaf_weight=207.56951776891947 263.75833513960242 15.721322387456892 34.037681952118874 leaf_count=669 2078 31 123 internal_value=0 -0.000205076 0.000257593 internal_weight=0 279.48 241.607 internal_count=2901 2109 792 is_linear=0 shrinkage=0.000701106 Tree=697 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=109.524 65.4961 44.8385 threshold=0.078300000000000008 0.098330000000000015 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019772495866617699 -0.00015446194154441966 0.00048501745782691534 -0.00017829843963791629 leaf_weight=238.75289342552423 305.6996729336679 16.642226904630661 35.983846381306648 leaf_count=669 2078 31 123 internal_value=0 -0.000121419 0.000148466 internal_weight=0 322.342 274.737 internal_count=2901 2109 792 is_linear=0 shrinkage=0.00031408 Tree=698 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=54.9688 53.1769 37.7849 threshold=0.078300000000000008 0.098330000000000015 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039725308404532303 -0.00030021214342943836 0.001137916375934163 -0.00046467555127517059 leaf_weight=207.02802791446447 263.36957090720534 15.67154413461685 34.102200374007225 leaf_count=669 2078 31 123 internal_value=0 -0.000219371 0.000275326 internal_weight=0 279.041 241.13 internal_count=2901 2109 792 is_linear=0 shrinkage=0.0007589 Tree=699 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=91.2808 62.0743 40.0653 threshold=0.078300000000000008 -0.030749999999999996 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014808724601318159 0.00014319702606880734 -0.00014266863696500571 -0.00013681806990458503 leaf_weight=236.08793082088232 59.629188053309917 258.65068480744958 36.327968060970306 leaf_count=669 187 1922 123 internal_value=0 -8.91068e-05 0.000110087 internal_weight=0 318.28 272.416 internal_count=2901 2109 792 is_linear=0 shrinkage=0.000252603 Tree=700 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=117.833 62.7936 55.746 threshold=0.081135000000000013 -0.030749999999999996 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001669177423740355 0.0001718932049228061 -0.00023003420812285933 0.00022386926065288599 leaf_weight=52.122947111725807 54.72401562333107 250.61135734990239 221.12395870685577 leaf_count=182 178 1875 613 internal_value=0 -0.000157992 0.000149319 internal_weight=0 305.335 273.247 internal_count=2848 2053 795 is_linear=0 shrinkage=0.000339971 Tree=701 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=57.4591 85.7713 33.796 threshold=-0.059315 -0.10106999999999998 -0.0016149999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030245437598459715 0.00055672698023763489 -0.00065712227903470973 -6.5475241750363522e-05 leaf_weight=100.39072371646762 122.41352903842926 168.06251622363925 113.5273604542017 leaf_count=390 439 1651 368 internal_value=0 -0.000298283 0.000257362 internal_weight=0 268.453 235.941 internal_count=2848 2041 807 is_linear=0 shrinkage=0.000821458 Tree=702 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=106.162 63.0393 60.6392 threshold=0.081135000000000013 0.086115000000000011 0.12968000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019169605501544827 -0.0001955576547687361 0.0001368054941349781 0.00025151883141966413 leaf_weight=53.324961319565773 310.14407453685999 196.99988091737032 23.432654693722725 leaf_count=182 1997 613 56 internal_value=0 6.68178e-05 -0.000164139 internal_weight=0 250.325 333.577 internal_count=2848 795 2053 is_linear=0 shrinkage=0.000268065 Tree=703 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=107.999 66.98 56.7503 threshold=0.081135000000000013 -0.026279999999999998 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016033132117460831 0.00016656608190405333 -0.00020818045075985148 0.00019746294328486225 leaf_weight=52.067905813455582 55.343968972563744 246.94498595967889 217.78841207176447 leaf_count=182 181 1872 613 internal_value=0 -0.000139565 0.000128421 internal_weight=0 302.289 269.856 internal_count=2848 2053 795 is_linear=0 shrinkage=0.000307922 Tree=704 num_leaves=4 num_cat=0 split_feature=160 484 3 split_gain=52.2767 51.5918 1.09145 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.062574999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010371885836164424 -0.00072425272776603493 0.00012688936500014007 -0.001407772667086203 leaf_weight=19.436857804656032 54.352976012974977 413.66838161274791 7.7354478091001502 leaf_count=191 451 2128 42 internal_value=0 2.80177e-05 -0.0011436 internal_weight=0 468.021 27.1723 internal_count=2812 2579 233 is_linear=0 shrinkage=0.000821458 Tree=705 num_leaves=4 num_cat=0 split_feature=160 484 4 split_gain=50.7682 49.6265 1.04413 threshold=-0.40187499999999993 -1.0000000180025095e-35 0.0046950000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089663010912480255 -0.00062123949978262652 0.00010798493027363539 -0.0012137080820055141 leaf_weight=19.047267299145464 53.931487590074539 413.67737125977874 7.704181768000125 leaf_count=184 451 2128 49 internal_value=0 2.38582e-05 -0.000988746 internal_weight=0 467.609 26.7514 internal_count=2812 2579 233 is_linear=0 shrinkage=0.000715128 Tree=706 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=90.1749 64.7671 39.6987 threshold=0.078300000000000008 0.12545500000000001 0.26746000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013501530856697023 -0.00014257447942827594 0.00027149492863156422 -0.00021704822904612922 leaf_weight=234.78181853890419 272.74897801503539 27.599034756422043 23.362447664141655 leaf_count=679 1984 62 87 internal_value=0 -0.000104511 0.000103139 internal_weight=0 300.348 258.144 internal_count=2812 2046 766 is_linear=0 shrinkage=0.000257655 Tree=707 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=49.3981 49.4461 35.1557 threshold=0.078300000000000008 0.12545500000000001 0.26746000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032993732687676414 -0.00036680484324823364 0.00078735754989907802 -0.0006909281140720406 leaf_weight=207.02913843095303 240.77091231569648 24.487310469150543 22.381695345044136 leaf_count=679 1984 62 87 internal_value=0 -0.000260209 0.000230291 internal_weight=0 265.258 229.411 internal_count=2812 2046 766 is_linear=0 shrinkage=0.000774078 Tree=708 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=68.1158 61.5495 56.1658 threshold=0.089625000000000024 -0.060094999999999989 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054851082982786169 -0.00095522057546353328 0.00037668746198109385 0.00033485105181461786 leaf_weight=177.07762778177857 21.105285070836544 54.036039017140865 243.30001343786716 leaf_count=1571 128 206 921 internal_value=0 -0.00033218 0.000231814 internal_weight=0 231.114 264.405 internal_count=2826 1777 1049 is_linear=0 shrinkage=0.0007589 Tree=709 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=65.5143 59.382 54.1998 threshold=0.089625000000000024 -0.060094999999999989 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054164396115262555 -0.00094683684291089066 0.00036733173648667968 0.00032867003002072487 leaf_weight=175.32073439657688 20.818012721836567 54.168413363397121 242.32738103717566 leaf_count=1571 128 206 921 internal_value=0 -0.000327077 0.0002277 internal_weight=0 229.489 263.145 internal_count=2826 1777 1049 is_linear=0 shrinkage=0.0007589 Tree=710 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=115.891 60.7715 43.3722 threshold=0.089625000000000024 -0.40306999999999998 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8771358542510644e-05 -0.00033919152981408196 0.00013774645371317999 -0.00019789179232368865 leaf_weight=48.498298145830631 21.471116632223129 283.17862439155579 211.46632661297917 leaf_count=210 128 921 1567 internal_value=0 0.000104114 -0.00014441 internal_weight=0 304.65 259.965 internal_count=2826 1049 1777 is_linear=0 shrinkage=0.000273426 Tree=711 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=63.778 57.4353 52.4225 threshold=0.089625000000000024 -0.060094999999999989 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059183611639835275 -0.0010361721678193746 0.00039474578916460698 0.00035729296550470184 leaf_weight=174.10013652592897 20.545150220394135 54.34591044485569 242.10908901691437 leaf_count=1571 128 206 921 internal_value=0 -0.000357121 0.000248227 internal_weight=0 228.446 262.654 internal_count=2826 1777 1049 is_linear=0 shrinkage=0.000837887 Tree=712 num_leaves=4 num_cat=0 split_feature=15 52 49 split_gain=59.2686 52.0446 30.3158 threshold=0.079360000000000014 -0.24526499999999998 -0.061834999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00070326255212117155 0.00038795297707149815 0.00021710458805688948 -0.00063652132470502288 leaf_weight=37.798235014081001 18.965452633798122 337.95063766464591 101.49899211153388 leaf_count=286 54 1490 1022 internal_value=0 0.00012449 -0.000475196 internal_weight=0 375.749 120.464 internal_count=2852 1776 1076 is_linear=0 shrinkage=0.00074402 Tree=713 num_leaves=4 num_cat=0 split_feature=150 0 2 split_gain=53.3076 59.8041 23.9793 threshold=0.082085000000000019 -0.035274999999999994 0.092210000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003386530163756174 4.8833045231431378e-05 0.00040280446934388379 0.00081885448103468424 leaf_weight=294.75789839029312 46.639620676636696 92.738990567624569 59.929483115673065 leaf_count=2175 200 304 173 internal_value=0 -0.00016119 0.000481926 internal_weight=0 387.497 106.569 internal_count=2852 2479 373 is_linear=0 shrinkage=0.000805351 Tree=714 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=94.6781 63.2744 35.2453 threshold=0.10100500000000003 -0.11327499999999999 -0.23945999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016026427565866676 -0.00017983756543280279 -0.00014972601529641361 0.00017226653285120529 leaf_weight=59.744056865572929 23.788582541048527 279.29136201366782 198.36205264925957 leaf_count=201 112 1932 607 internal_value=0 -9.50943e-05 0.00013455 internal_weight=0 339.035 222.151 internal_count=2852 2133 719 is_linear=0 shrinkage=0.000273426 Tree=715 num_leaves=4 num_cat=0 split_feature=15 484 49 split_gain=56.7255 50.756 29.3889 threshold=0.079360000000000014 -1.0000000180025095e-35 -0.061834999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00066409681960538929 0.00038120775891937959 0.00021711584995441925 -0.00062949337527844239 leaf_weight=40.553732246160507 18.935805134475231 334.36234168335795 99.806146141141653 leaf_count=350 54 1426 1022 internal_value=0 0.000121768 -0.000468281 internal_weight=0 374.916 118.742 internal_count=2852 1776 1076 is_linear=0 shrinkage=0.00074402 Tree=716 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=64.974 45.6332 6.57537 threshold=0.28937500000000005 0.069705000000000003 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023148709148131794 0.00030359132690566619 0.00043457233515087243 0.00073593749390579342 leaf_weight=347.08616993948817 28.121076971292496 61.982881344854832 50.119776234030724 leaf_count=2301 96 213 204 internal_value=0 -0.000130549 0.000580657 internal_weight=0 409.069 78.2409 internal_count=2814 2514 300 is_linear=0 shrinkage=0.000715128 Tree=717 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=62.8383 45.0813 6.55226 threshold=0.28937500000000005 -0.060324999999999997 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034112478776269378 0.00036429716126545284 0.00029709128578334 0.00089327783626047574 leaf_weight=289.75583800300956 27.928924962878227 118.48538061976433 49.215761572122574 leaf_count=2087 96 427 204 internal_value=0 -0.000155888 0.000701907 internal_weight=0 408.241 77.1447 internal_count=2814 2514 300 is_linear=0 shrinkage=0.000871738 Tree=718 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=60.7727 43.95 6.52829 threshold=0.28937500000000005 0.069705000000000003 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002684900092131356 0.00035154556121515392 0.00051365494511880234 0.00087203198364562437 leaf_weight=345.53946617245674 27.740535691380501 61.852704152464867 48.327821642160416 leaf_count=2301 96 213 204 internal_value=0 -0.000149722 0.000682357 internal_weight=0 407.392 76.0684 internal_count=2814 2514 300 is_linear=0 shrinkage=0.000854645 Tree=719 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=58.7717 43.4608 6.50342 threshold=0.28937500000000005 -0.060324999999999997 -0.14797999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030091987954039659 0.00031964522917375568 0.00026726849985738869 0.00080219341731040681 leaf_weight=288.21137358248234 27.555847935378551 118.3795213252306 47.455758154392242 leaf_count=2087 96 427 204 internal_value=0 -0.000135486 0.000625054 internal_weight=0 406.591 75.0116 internal_count=2814 2514 300 is_linear=0 shrinkage=0.00078956 Tree=720 num_leaves=4 num_cat=0 split_feature=123 50 43 split_gain=55.967 49.8699 4.38593 threshold=1.0000000180025095e-35 0.086500000000000007 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5722284700983657e-06 0.00084624172187520357 -0.00088087915593817936 0.00034989992845249331 leaf_weight=365.89083638414741 49.540791645646095 55.203346535563469 17.683529585599899 leaf_count=2134 183 499 62 internal_value=0 -0.000123831 0.000715814 internal_weight=0 421.094 67.2243 internal_count=2878 2633 245 is_linear=0 shrinkage=0.000854645 Tree=721 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=89.6321 67.6891 3.39823 threshold=1.0000000180025095e-35 -0.16826999999999998 -0.079729999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033039415219738129 0.00038556979562319796 -0.00010554592696487932 0.00023616549177029941 leaf_weight=49.693408980965614 55.560938447713852 429.97356046363711 29.178256154060364 leaf_count=140 154 2493 91 internal_value=0 -6.03713e-05 0.00033419 internal_weight=0 479.667 84.7392 internal_count=2878 2633 245 is_linear=0 shrinkage=0.000353706 Tree=722 num_leaves=4 num_cat=0 split_feature=123 50 43 split_gain=54.6374 48.4037 4.34975 threshold=1.0000000180025095e-35 0.086500000000000007 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4820855186908289e-06 0.0007329916727036493 -0.00075820378950079627 0.00030184090638905815 leaf_weight=366.75957163795829 48.998290963470936 54.772923398762941 17.659131444990635 leaf_count=2134 183 499 62 internal_value=0 -0.000105929 0.000618889 internal_weight=0 421.532 66.6574 internal_count=2878 2633 245 is_linear=0 shrinkage=0.00074402 Tree=723 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=52.819 44.5711 4.32663 threshold=1.0000000180025095e-35 -0.16826999999999998 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063460518329102288 0.00074275341131357312 -0.00018814713845092851 0.00030245060781874396 leaf_weight=42.121018312871456 48.22405232489109 378.80096734687686 17.574129447340965 leaf_count=140 183 2493 62 internal_value=0 -0.000105791 0.000625274 internal_weight=0 420.922 65.7982 internal_count=2878 2633 245 is_linear=0 shrinkage=0.0007589 Tree=724 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=100.907 54.5245 42.1088 threshold=0.10100500000000003 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016323266842091839 0.00021659239208838741 0.00022589821536676973 -0.00010908930953923817 leaf_weight=292.1218519769609 168.34296784549952 36.951464347541332 46.069922134280205 leaf_count=2018 529 87 179 internal_value=0 -0.000119527 0.000146611 internal_weight=0 329.073 214.413 internal_count=2813 2105 708 is_linear=0 shrinkage=0.000301884 Tree=725 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=54.6669 46.2486 34.4386 threshold=0.10100500000000003 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003261280583121069 0.00043491161309434033 0.00052916993466992199 -0.00029238753597992626 leaf_weight=255.41211802884936 139.79522705823183 35.363611742854118 41.487747870385647 leaf_count=2018 529 87 179 internal_value=0 -0.00022208 0.000268451 internal_weight=0 290.776 181.283 internal_count=2813 2105 708 is_linear=0 shrinkage=0.000701106 Tree=726 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=52.525 35.0359 33.1717 threshold=0.10100500000000003 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003804502156643997 0.00048271768260591241 -0.0003661113052552768 -0.00032154808994422492 leaf_weight=46.715156611055136 138.67249101400375 242.7508936226368 41.531873375177383 leaf_count=170 529 1935 179 internal_value=0 -0.000245611 0.000297343 internal_weight=0 289.466 180.204 internal_count=2813 2105 708 is_linear=0 shrinkage=0.00078956 Tree=727 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=50.4462 43.8129 31.949 threshold=0.10100500000000003 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032237137942510576 0.00043086204663614493 0.00052821463579985715 -0.00028440804643230325 leaf_weight=253.09931100532413 137.57295806705952 35.269373886287212 41.575028792023659 leaf_count=2018 529 87 179 internal_value=0 -0.000218311 0.000264856 internal_weight=0 288.369 179.148 internal_count=2813 2105 708 is_linear=0 shrinkage=0.000715128 Tree=728 num_leaves=4 num_cat=0 split_feature=52 0 49 split_gain=49.2541 52.5351 1.36742 threshold=-0.41694999999999993 -0.060324999999999997 0.10406000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012563025012135934 -0.00012072873647272375 0.00065153061157800351 -0.00076883553636624921 leaf_weight=26.416597817093134 326.26310016587377 114.73883275687695 7.1712144799530497 leaf_count=209 2167 387 72 internal_value=0 8.02154e-05 -0.00115272 internal_weight=0 441.002 33.5878 internal_count=2835 2554 281 is_linear=0 shrinkage=0.000981718 Tree=729 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=66.9939 57.461 38.1699 threshold=0.083325000000000024 -0.17549499999999998 0.11015500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015287160056715011 0.00017603488973791604 -0.00017306616163762517 -0.00017456906793770637 leaf_weight=226.70648175477982 53.120714887976646 224.5224161632359 37.84581170976162 leaf_count=716 187 1799 133 internal_value=0 -0.000106266 0.00010602 internal_weight=0 277.643 264.552 internal_count=2835 1986 849 is_linear=0 shrinkage=0.000301884 Tree=730 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=74.3918 64.9937 56.9452 threshold=0.077800000000000022 -0.32783999999999996 0.024745000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019341015013746573 -0.00033341638232327927 9.784494609403911e-05 0.00019772803672430495 leaf_weight=160.17375390976667 24.953961208462715 326.63312967121601 29.200901865959167 leaf_count=1406 149 1210 70 internal_value=0 6.72196e-05 -0.000133084 internal_weight=0 351.587 189.375 internal_count=2835 1359 1476 is_linear=0 shrinkage=0.000257655 Tree=731 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=78.0014 66.1046 60.4362 threshold=0.077800000000000022 -0.32783999999999996 0.024745000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023471083166792624 -0.00039848392254926565 0.00011939914153281804 0.00024788378296227158 leaf_weight=162.10617388784885 25.138007752597332 328.96447322145104 28.990406647324562 leaf_count=1406 149 1210 70 internal_value=0 8.26147e-05 -0.000161481 internal_weight=0 354.102 191.097 internal_count=2835 1359 1476 is_linear=0 shrinkage=0.000307922 Tree=732 num_leaves=4 num_cat=0 split_feature=1 39 4 split_gain=77.6489 64.7811 62.2254 threshold=0.077020000000000019 0.0047850000000000011 -0.16921999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023954537922475338 7.3829663344196552e-06 0.00028209689980700572 -0.00021823636431468117 leaf_weight=28.414990708231926 261.28769192844629 94.602169051766396 155.15539819002151 leaf_count=67 1114 278 1384 internal_value=0 8.04183e-05 -0.000147358 internal_weight=0 355.89 183.57 internal_count=2843 1392 1451 is_linear=0 shrinkage=0.000284472 Tree=733 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=82.9951 59.7008 32.9042 threshold=0.083325000000000024 -0.030749999999999996 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3043426367648747e-05 0.00016146031008801862 -0.00016064938546189001 0.00016571208333621875 leaf_weight=61.444687262177467 52.735083259642124 233.12757728248835 199.96651200205088 leaf_count=235 170 1836 602 internal_value=0 -0.000101221 0.000111942 internal_weight=0 285.863 261.411 internal_count=2843 2006 837 is_linear=0 shrinkage=0.000273426 Tree=734 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=77.4581 55.5616 32.2486 threshold=0.083325000000000024 0.12988000000000002 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.7089213454744244e-05 -0.00014483542808537127 0.0002996967547992523 0.00017348004866733809 leaf_weight=61.502300195395947 254.84947585687041 26.078818038105965 197.66221894323826 leaf_count=235 1946 60 602 internal_value=0 -0.000103552 0.00011639 internal_weight=0 280.928 259.165 internal_count=2843 2006 837 is_linear=0 shrinkage=0.000290162 Tree=735 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=79.5262 60.4256 33.6084 threshold=0.083325000000000024 -0.030749999999999996 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3062662622478113e-05 0.0001785135522864592 -0.00017290501005778243 0.00017739341089260426 leaf_weight=61.397226795554161 52.556855633854866 231.96270743384957 199.05098135769367 leaf_count=235 170 1836 602 internal_value=0 -0.000107983 0.000118351 internal_weight=0 284.52 260.448 internal_count=2843 2006 837 is_linear=0 shrinkage=0.000295965 Tree=736 num_leaves=4 num_cat=0 split_feature=150 1 160 split_gain=46.2425 52.803 29.5167 threshold=0.082085000000000019 0.12313000000000002 -0.065814999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020823955169041209 -0.00032064919620566055 0.00047506315992416144 0.0005931333023603937 leaf_weight=322.47268754988909 19.992688201367855 61.066284336149693 81.222702831029892 leaf_count=2265 119 222 256 internal_value=0 -9.94273e-05 0.000412611 internal_weight=0 383.539 101.215 internal_count=2862 2487 375 is_linear=0 shrinkage=0.000673882 Tree=737 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=74.7619 67.9776 45.7141 threshold=0.099250000000000019 -0.11327499999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016277919348680361 -0.00019387997413229294 -0.00011526955896580063 0.00013800730492221125 leaf_weight=55.404642336070538 24.302929632365704 271.45057558268309 203.5395889878273 leaf_count=185 121 1928 628 internal_value=0 -6.81313e-05 0.000102593 internal_weight=0 326.855 227.843 internal_count=2862 2113 749 is_linear=0 shrinkage=0.000228791 Tree=738 num_leaves=4 num_cat=0 split_feature=13 40 15 split_gain=45.0738 52.0121 2.38527 threshold=-0.24921999999999997 -0.078179999999999986 -0.044164999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069402426960229091 0.00067041933628772098 -0.0001993984969382113 0.0011197363655716984 leaf_weight=23.329002484679222 63.455148048698902 378.20314459130168 19.023829028010368 leaf_count=100 208 2509 45 internal_value=0 -7.44041e-05 0.000885662 internal_weight=0 441.658 42.3528 internal_count=2862 2717 145 is_linear=0 shrinkage=0.000889172 Tree=739 num_leaves=4 num_cat=0 split_feature=150 157 160 split_gain=44.5407 51.5581 28.5209 threshold=0.082085000000000019 -0.076494999999999994 -0.065814999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067345634631506767 -0.000459178668329283 -0.00030174346364141908 0.0008530148280964725 leaf_weight=62.438068177551031 19.904468663036823 319.69793026149273 80.405489452183247 leaf_count=289 119 2198 256 internal_value=0 -0.000142378 0.000592599 internal_weight=0 382.136 100.31 internal_count=2862 2487 375 is_linear=0 shrinkage=0.000981718 Tree=740 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=77.7419 53.0458 37.0696 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016977738393230291 0.00020837339789373069 -0.00014004012612468781 -8.8256669436503454e-05 leaf_weight=58.782242983579636 167.60432142019272 273.91075019165874 47.309959813952446 leaf_count=201 536 1937 176 internal_value=0 -8.52931e-05 0.000143073 internal_weight=0 332.693 214.914 internal_count=2850 2138 712 is_linear=0 shrinkage=0.000295965 Tree=741 num_leaves=4 num_cat=0 split_feature=484 42 150 split_gain=41.1689 46.0246 11.5525 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.077110000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00098659064754475271 -0.00049671453133777997 0.00026254025701915017 0.00029954198323618139 leaf_weight=42.506308868527412 89.387358970940113 346.9143913090229 7.2744440808892241 leaf_count=420 683 1719 28 internal_value=0 0.000106973 -0.000798606 internal_weight=0 436.302 49.7808 internal_count=2850 2402 448 is_linear=0 shrinkage=0.000943597 Tree=742 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=40.1855 51.871 6.57838 threshold=0.12856000000000004 0.081330000000000013 0.25928000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017299283649599773 0.00031648544054371482 0.00052978259428487382 0.00078292554324694869 leaf_weight=360.15856460481882 31.140680365264416 63.104855597019196 30.781049728393555 leaf_count=2408 84 213 145 internal_value=0 -6.8196e-05 0.000548521 internal_weight=0 423.263 61.9217 internal_count=2850 2621 229 is_linear=0 shrinkage=0.000715128 Tree=743 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=74.7274 45.2912 28.1676 threshold=0.10413000000000001 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001333415051367286 0.00019354530931536162 -0.00011412872176425293 -4.4298075663531879e-05 leaf_weight=64.671795822679996 147.59013489633799 297.73787858709693 47.220452755689621 leaf_count=227 463 1997 163 internal_value=0 -6.99631e-05 0.000135895 internal_weight=0 362.41 194.811 internal_count=2850 2224 626 is_linear=0 shrinkage=0.000268065 Tree=744 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=77.5184 83.076 59.1677 threshold=0.077800000000000022 0.024745000000000003 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026551245465070291 -0.00040919160658964954 0.00030594726508107703 0.0001285672883972608 leaf_weight=154.79033043980598 23.343081817030907 32.927358493208885 336.97270189225674 leaf_count=1354 138 75 1240 internal_value=0 -0.000165252 9.37087e-05 internal_weight=0 187.718 360.316 internal_count=2807 1429 1378 is_linear=0 shrinkage=0.000326769 Tree=745 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=43.8942 49.3039 4.44577 threshold=0.15360000000000004 0.055555000000000007 -0.10836499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019446555661696815 0.00052567892530492092 0.00047980542507514975 0.0010607235091592022 leaf_weight=349.33454930409789 18.683708116412163 88.048962071537971 22.018333107233047 leaf_count=2359 77 307 64 internal_value=0 -5.87141e-05 0.00081548 internal_weight=0 437.384 40.702 internal_count=2807 2666 141 is_linear=0 shrinkage=0.000805351 Tree=746 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=74.1558 73.9386 55.6278 threshold=0.077800000000000022 0.024745000000000003 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026059743700432856 -0.00040101370477155473 0.00028203816411779794 0.00012742795425347279 leaf_weight=149.47677532210946 22.715750448405743 32.65584946423769 330.38927067816257 leaf_count=1354 138 75 1240 internal_value=0 -0.000163285 9.34127e-05 internal_weight=0 182.133 353.105 internal_count=2807 1429 1378 is_linear=0 shrinkage=0.000326769 Tree=747 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=43.7199 71.0107 49.0944 threshold=0.077800000000000022 -0.059114999999999994 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060380054272232394 -0.00092784453459403532 0.0005420499888195286 0.00026002652559799591 leaf_weight=119.83319617807865 21.485495202243328 42.069755986332893 293.96870132908225 leaf_count=1282 138 147 1240 internal_value=0 -0.000306028 0.00017907 internal_weight=0 161.903 315.454 internal_count=2807 1429 1378 is_linear=0 shrinkage=0.0007589 Tree=748 num_leaves=4 num_cat=0 split_feature=4 457 3 split_gain=47.9187 43.3812 5.98261 threshold=0.28937500000000005 0.048350000000000011 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002449051913320443 0.00082807134922968217 0.00057710700969754961 0.00029074540163617047 leaf_weight=337.44578551128507 53.754674442112446 62.58909048140049 24.996610127389431 leaf_count=2306 203 220 116 internal_value=0 -0.000116273 0.000657629 internal_weight=0 400.035 78.7513 internal_count=2845 2526 319 is_linear=0 shrinkage=0.000906956 Tree=749 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=46.3976 47.423 3.4175 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.086284999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042797349792987718 -0.00078077451003341831 0.00020979434221454283 -0.0011056627673634797 leaf_weight=8.4348188973963243 48.367709711194038 388.85222874581814 31.456048082560301 leaf_count=83 422 1996 344 internal_value=0 0.000100183 -0.00096264 internal_weight=0 437.22 39.8909 internal_count=2845 2418 427 is_linear=0 shrinkage=0.000943597 Tree=750 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=80.5644 66.9555 34.0539 threshold=0.080070000000000016 -0.17549499999999998 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016637025223577683 0.00018627014547854302 -0.00017234781486253901 -0.00015816862431285096 leaf_weight=225.90993848443031 56.749698542058468 231.90029921755195 32.365004882216454 leaf_count=681 195 1857 112 internal_value=0 -0.000101834 0.000125693 internal_weight=0 288.65 258.275 internal_count=2845 2052 793 is_linear=0 shrinkage=0.000295965 Tree=751 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=46.4988 42.5088 5.89999 threshold=0.28937500000000005 0.08035500000000001 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027862331789501378 0.00073051587913391751 0.00028821423680034031 0.00025492573354472705 leaf_weight=274.58439297229052 53.002736754715443 124.79189162328839 24.888107016682625 leaf_count=2027 203 499 116 internal_value=0 -0.0001015 0.000578652 internal_weight=0 399.376 77.8908 internal_count=2845 2526 319 is_linear=0 shrinkage=0.000805351 Tree=752 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=84.0351 66.9702 47.0807 threshold=0.040165000000000006 -0.030749999999999996 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010243609971790066 0.00018084137383054239 -0.00017061518080093433 0.00019606792805137733 leaf_weight=58.19306592643261 56.388488285243511 239.32918873429298 188.7048671618104 leaf_count=193 178 1921 558 internal_value=0 -0.000103591 0.000125709 internal_weight=0 295.718 246.898 internal_count=2850 2099 751 is_linear=0 shrinkage=0.000290162 Tree=753 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=84.378 64.7745 43.6628 threshold=0.080070000000000016 -0.030749999999999996 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.4925212825154029e-05 0.0001752867891876585 -0.00016930633119069657 0.00018820777572738925 leaf_weight=63.324148796498775 54.164109148085117 238.28304128721356 187.78462027013302 leaf_count=210 173 1906 561 internal_value=0 -0.000105477 0.000119328 internal_weight=0 292.447 251.109 internal_count=2850 2079 771 is_linear=0 shrinkage=0.000284472 Tree=754 num_leaves=4 num_cat=0 split_feature=13 457 4 split_gain=48.3002 50.4064 3.04305 threshold=-0.16826999999999998 0.069705000000000003 -4.9999999999999989e-05 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00090861486336489528 -0.00019544174883513016 0.00051251354276795583 0.00053396839329065049 leaf_weight=22.840348824858665 356.81381566077471 69.127111598849297 27.826018907129765 leaf_count=58 2439 236 117 internal_value=0 -8.05279e-05 0.000703137 internal_weight=0 425.941 50.6664 internal_count=2850 2675 175 is_linear=0 shrinkage=0.0007589 Tree=755 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=46.5804 48.5796 4.3123 threshold=-0.16826999999999998 0.0047850000000000011 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004525147913132229 -0.00020901018538777781 0.00045176914628807977 0.00091010393578634609 leaf_weight=22.185414060950279 342.54101096838713 82.757807441055775 27.99199552834034 leaf_count=92 2386 289 83 internal_value=0 -8.04163e-05 0.000708035 internal_weight=0 425.299 50.1774 internal_count=2850 2675 175 is_linear=0 shrinkage=0.000774078 Tree=756 num_leaves=4 num_cat=0 split_feature=15 49 14 split_gain=45.3386 41.8762 2.56968 threshold=-0.34809999999999997 -0.034759999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050729264433199131 0.00032622251708762465 -0.00024869453276019413 0.00089221635307370649 leaf_weight=19.272977210581303 110.25365816056728 322.45878648757935 27.362658105790615 leaf_count=83 398 2293 132 internal_value=0 -0.0001022 0.000733413 internal_weight=0 432.712 46.6356 internal_count=2906 2691 215 is_linear=0 shrinkage=0.000805351 Tree=757 num_leaves=4 num_cat=0 split_feature=15 403 14 split_gain=43.9737 40.4164 2.58743 threshold=-0.34809999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050138354067189744 -0.0006757850806531128 5.335561245156719e-06 0.00089048709887115142 leaf_weight=19.065332926809788 66.837929610162973 364.88971632346511 26.807175539433956 leaf_count=83 691 2000 132 internal_value=0 -0.000100137 0.000729045 internal_weight=0 431.728 45.8725 internal_count=2906 2691 215 is_linear=0 shrinkage=0.000805351 Tree=758 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=74.5273 57.5755 8.61531 threshold=0.28937500000000005 0.040165000000000006 -0.17750499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0720220453803041e-05 7.7186660645078115e-05 -0.00013045783625194069 0.00025669915175557842 leaf_weight=184.62786831706762 25.530497372150421 264.87670424953103 66.91022677719593 leaf_count=533 79 2051 243 internal_value=0 -5.19348e-05 0.000207147 internal_weight=0 449.505 92.4407 internal_count=2906 2584 322 is_linear=0 shrinkage=0.000262808 Tree=759 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=81.657 62.7537 40.7254 threshold=0.10100500000000003 -0.12032499999999997 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018319620523326867 -0.00022440714104833841 -0.0001474229716779237 0.0001704862747444941 leaf_weight=53.356335386633873 22.719583243131638 273.33102292940021 190.61986692994833 leaf_count=175 118 1987 626 internal_value=0 -9.34169e-05 0.000128416 internal_weight=0 326.687 213.339 internal_count=2906 2162 744 is_linear=0 shrinkage=0.000278894 Tree=760 num_leaves=4 num_cat=0 split_feature=403 484 3 split_gain=72.2028 70.3383 21.131 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2840449758241564e-05 -0.00028014803183696679 9.7430599292619484e-05 -0.00034196019375459612 leaf_weight=15.525828100740908 50.435426246374846 413.15042854845524 60.389627333730459 leaf_count=76 399 1763 591 internal_value=0 5.63424e-05 -0.000261225 internal_weight=0 463.586 75.9155 internal_count=2829 2162 667 is_linear=0 shrinkage=0.000301884 Tree=761 num_leaves=4 num_cat=0 split_feature=403 484 3 split_gain=70.1078 67.3718 22.4936 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1997787060926195e-05 -0.0002548619943592726 8.6546038875866577e-05 -0.0003157177466053133 leaf_weight=15.36616739630699 50.396952908486128 415.32033053785563 60.603313323110342 leaf_count=76 399 1763 591 internal_value=0 4.95921e-05 -0.000239322 internal_weight=0 465.717 75.9695 internal_count=2829 2162 667 is_linear=0 shrinkage=0.000278894 Tree=762 num_leaves=4 num_cat=0 split_feature=403 484 3 split_gain=57.5469 62.0219 20.0162 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018440321564995398 -0.00073980842833868429 0.00024362391414306685 -0.00088755520984753111 leaf_weight=13.767461635172365 44.782429255545139 371.3714598082006 51.282454021275043 leaf_count=76 399 1763 591 internal_value=0 0.000137767 -0.000660693 internal_weight=0 416.154 65.0499 internal_count=2829 2162 667 is_linear=0 shrinkage=0.00078956 Tree=763 num_leaves=4 num_cat=0 split_feature=1213 484 43 split_gain=51.0463 59.1814 3.02859 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.072899999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042324411462561388 -0.00078334284680761364 0.00021698977455134828 -0.0010109426028274398 leaf_weight=7.7411733865737906 46.381414290517569 394.82903115451336 30.821137171238661 leaf_count=73 429 1980 347 internal_value=0 0.000111802 -0.000893233 internal_weight=0 441.21 38.5623 internal_count=2829 2409 420 is_linear=0 shrinkage=0.000837887 Tree=764 num_leaves=4 num_cat=0 split_feature=52 403 159 split_gain=44.4 46.1919 8.09325 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.019674999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050795790854903978 -0.00052044616892976832 0.00018881198235560674 -0.0012556469653598233 leaf_weight=64.50849112123251 30.673395488411188 363.37396236881614 12.010126799345015 leaf_count=640 237 1835 97 internal_value=0 8.37475e-05 -0.000727783 internal_weight=0 427.882 42.6835 internal_count=2809 2475 334 is_linear=0 shrinkage=0.0007589 Tree=765 num_leaves=4 num_cat=0 split_feature=52 42 159 split_gain=42.7851 45.0768 8.01731 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.019674999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004248131982663408 -0.00055397918992024881 0.00022736845045819414 -0.0013514793501000347 leaf_weight=90.798301454633474 30.494866453111172 336.4261145927012 11.8097802773118 leaf_count=711 237 1764 97 internal_value=0 8.8747e-05 -0.000777119 internal_weight=0 427.224 42.3046 internal_count=2809 2475 334 is_linear=0 shrinkage=0.000821458 Tree=766 num_leaves=4 num_cat=0 split_feature=50 1 1 split_gain=41.9942 48.6815 24.5269 threshold=0.088385000000000005 0.077800000000000022 0.11797500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024859638429001449 -0.00090463459774601455 0.00030443483520159475 0.00018785735936103208 leaf_weight=151.75719299167395 43.114614825695753 256.63991816714406 17.224699676036835 leaf_count=1289 445 1017 58 internal_value=0 9.89307e-05 -0.000592807 internal_weight=0 408.397 60.3393 internal_count=2809 2306 503 is_linear=0 shrinkage=0.000774078 Tree=767 num_leaves=4 num_cat=0 split_feature=52 403 159 split_gain=40.9282 43.3647 7.997 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.019674999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049839754221361074 -0.00050162017710045142 0.00018145212868326228 -0.0012446087670491093 leaf_weight=63.509217977523804 30.161396633833647 361.61665197089314 11.544804539531468 leaf_count=640 237 1835 97 internal_value=0 7.98721e-05 -0.000707764 internal_weight=0 425.126 41.7062 internal_count=2809 2475 334 is_linear=0 shrinkage=0.0007589 Tree=768 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=77.1934 62.6796 41.954 threshold=0.10100500000000003 -0.12032499999999997 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019517698147019665 0.00018203531930383336 -0.00014494167846075074 -0.00018744345141980022 leaf_weight=52.32511093467474 182.10231819748878 270.15569938346744 28.787314541637897 leaf_count=172 578 1927 136 internal_value=0 -8.97464e-05 0.000131588 internal_weight=0 322.481 210.89 internal_count=2813 2099 714 is_linear=0 shrinkage=0.000284472 Tree=769 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=92.7558 49.4974 39.9091 threshold=0.080070000000000016 -0.17549499999999998 0.26768500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015751106735717695 0.00014632817372181594 -0.00017497796174247292 -0.00022533976635523854 leaf_weight=228.82630309462547 46.961301401257515 222.87616701424122 24.364752113819122 leaf_count=696 172 1853 92 internal_value=0 -0.000119053 0.000120655 internal_weight=0 269.837 253.191 internal_count=2813 2025 788 is_linear=0 shrinkage=0.000284472 Tree=770 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=53.2455 43.7941 29.4673 threshold=0.083325000000000024 -0.073234999999999981 0.26768500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034070805190793835 0.00050246269647909181 -0.00042404478917581573 -0.00056171298900803705 leaf_weight=212.38343179225922 36.371741466224194 191.14311619848013 24.129084646701813 leaf_count=765 118 1837 93 internal_value=0 -0.000275899 0.000248605 internal_weight=0 227.515 236.513 internal_count=2813 1955 858 is_linear=0 shrinkage=0.000774078 Tree=771 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=88.8709 48.3339 38.942 threshold=0.080070000000000016 0.13084000000000004 0.26768500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010937535195867713 -0.00019238096071431016 0.00027580083170967556 -0.00026820426710317353 leaf_weight=211.68045936524868 283.24502163380384 19.027674362063408 24.663354769349098 leaf_count=696 1978 47 92 internal_value=0 -0.000162894 6.9955e-05 internal_weight=0 302.273 236.344 internal_count=2813 2025 788 is_linear=0 shrinkage=0.000284472 Tree=772 num_leaves=4 num_cat=0 split_feature=159 52 16 split_gain=49.7505 49.337 11.9697 threshold=-1.0000000180025095e-35 -0.4290699999999999 -0.34687499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018552135923344647 -0.0010269257295748206 0.00019001726452652518 -0.0010478288314847552 leaf_weight=7.6587021723389617 29.408015910536051 398.48869227990508 41.594339989125729 leaf_count=32 253 2149 430 internal_value=0 0.000106338 -0.000856049 internal_weight=0 427.897 49.253 internal_count=2864 2402 462 is_linear=0 shrinkage=0.000906956 Tree=773 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=74.6115 59.6936 40.8539 threshold=0.078300000000000008 0.12545500000000001 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015703904403381036 -0.00013872547655764347 0.0003054814752810899 -0.0001697785100867853 leaf_weight=222.91292355954647 266.27706419304013 26.941996954381466 35.927468121051788 leaf_count=673 2000 64 127 internal_value=0 -9.7893e-05 0.000111667 internal_weight=0 293.219 258.84 internal_count=2864 2064 800 is_linear=0 shrinkage=0.000284472 Tree=774 num_leaves=4 num_cat=0 split_feature=159 52 16 split_gain=48.2145 47.9587 11.7033 threshold=-1.0000000180025095e-35 -0.4290699999999999 -0.34687499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015794095177346773 -0.00088899115585455929 0.00016177390945512298 -0.00090378606501139477 leaf_weight=7.6718992143869391 29.028405200690031 399.50314478948712 41.192458607256413 leaf_count=32 253 2149 430 internal_value=0 9.05594e-05 -0.000737094 internal_weight=0 428.532 48.8644 internal_count=2864 2402 462 is_linear=0 shrinkage=0.00078956 Tree=775 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=60.76 53.3437 34.9332 threshold=0.078300000000000008 -0.21083999999999997 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013493929174284697 0.00037770744460807954 -0.00011036107468770971 -0.00014589329253040847 leaf_weight=217.43766634911299 16.404562331736088 265.61100267618895 35.585540577769279 leaf_count=673 36 2028 127 internal_value=0 -8.1947e-05 9.54346e-05 internal_weight=0 282.016 253.023 internal_count=2864 2064 800 is_linear=0 shrinkage=0.000262808 Tree=776 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=69.9775 59.9542 36.3813 threshold=0.083325000000000024 -0.24449499999999999 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014324643627905751 0.00018677737742252783 -0.00016572472617099867 -0.00026355956610525069 leaf_weight=244.47540766745806 51.805347442626953 229.14621714502573 20.885738529264927 leaf_count=752 175 1862 101 internal_value=0 -0.000100718 0.000111211 internal_weight=0 280.952 265.361 internal_count=2890 2037 853 is_linear=0 shrinkage=0.000295965 Tree=777 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=40.0348 42.561 5.05738 threshold=-0.24242999999999995 0.0047850000000000011 -0.11481999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043273627867031981 -0.00017660435087934285 0.00043939769820922558 0.00098178847010123261 leaf_weight=17.972129859030247 354.04204650595784 82.934790574014187 22.941071316599846 leaf_count=78 2445 298 69 internal_value=0 -5.96779e-05 0.000740918 internal_weight=0 436.977 40.9132 internal_count=2890 2743 147 is_linear=0 shrinkage=0.000774078 Tree=778 num_leaves=4 num_cat=0 split_feature=484 160 150 split_gain=39.8609 40.8298 16.7848 threshold=-0.0048899999999999994 -0.40187499999999993 0.084270000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00088489782444518665 -0.00096330956264441064 0.00015147600045266541 0.00047323123832524746 leaf_weight=42.355447582900524 23.440249022096395 403.39907490089536 7.1687485724687567 leaf_count=447 224 2196 23 internal_value=0 9.02162e-05 -0.000688199 internal_weight=0 426.839 49.5242 internal_count=2890 2420 470 is_linear=0 shrinkage=0.000821458 Tree=779 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=60.7225 56.9103 33.0942 threshold=0.083325000000000024 -0.24449499999999999 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012981511730857291 0.00017872533837741194 -0.00014982289130463844 -0.00023894389308680227 leaf_weight=237.3884419798851 50.3691486120224 220.31568241119385 20.552531775087118 leaf_count=752 175 1862 101 internal_value=0 -8.86782e-05 0.000100417 internal_weight=0 270.685 257.941 internal_count=2890 2037 853 is_linear=0 shrinkage=0.000278894 Tree=780 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=73.1383 50.9513 4.56456 threshold=0.28937500000000005 0.069705000000000003 -0.17750499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1300693187069008e-05 0.00015124990605576796 0.00019624778912624529 0.00030054490733470734 leaf_weight=375.47131368890405 27.161238208413124 66.016072355210781 60.10830320417881 leaf_count=2327 79 201 217 internal_value=0 -4.82966e-05 0.000254122 internal_weight=0 441.487 87.2695 internal_count=2824 2528 296 is_linear=0 shrinkage=0.000301884 Tree=781 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=76.94 56.581 4.49481 threshold=0.28937500000000005 0.069705000000000003 -0.17750499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6518223348578931e-05 0.00014473444259214169 0.00019316829417548529 0.00027985646271960692 leaf_weight=375.80678249895573 27.757581599056721 66.147552095353603 62.246904566884041 leaf_count=2327 79 201 217 internal_value=0 -4.46508e-05 0.000238224 internal_weight=0 441.954 90.0045 internal_count=2824 2528 296 is_linear=0 shrinkage=0.000278894 Tree=782 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=80.5945 56.8924 4.8145 threshold=0.28937500000000005 0.069705000000000003 -0.17750499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2030960484818495e-05 0.00013993749444851699 0.00018814398971096552 0.00028041589399216855 leaf_weight=384.0186423510313 27.266747184097767 66.054223246872425 62.88742670416832 leaf_count=2327 79 201 217 internal_value=0 -5.09053e-05 0.000237967 internal_weight=0 450.073 90.1542 internal_count=2824 2528 296 is_linear=0 shrinkage=0.000278894 Tree=783 num_leaves=4 num_cat=0 split_feature=4 457 0 split_gain=47.2039 44.6439 6.22905 threshold=0.28937500000000005 0.069705000000000003 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025058799473557725 0.00028458728336322469 0.0006100741901816372 0.00087593521232958251 leaf_weight=338.42893301323056 21.992086991667747 60.833785235881805 49.847677156329155 leaf_count=2327 75 201 221 internal_value=0 -0.00011943 0.000695031 internal_weight=0 399.263 71.8398 internal_count=2824 2528 296 is_linear=0 shrinkage=0.000925095 Tree=784 num_leaves=4 num_cat=0 split_feature=49 12 160 split_gain=45.9784 65.1667 34.4111 threshold=-0.034759999999999992 0.083785000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048912456739247856 0.00019777264852237196 -0.00052879908968026705 0.00064354738143003985 leaf_weight=23.310087338089943 169.14275949820876 177.69087710604072 97.7039989605546 leaf_count=109 660 1745 298 internal_value=0 -0.000174475 0.000425326 internal_weight=0 346.834 121.014 internal_count=2812 2405 407 is_linear=0 shrinkage=0.000837887 Tree=785 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=71.0747 62.2975 49.4141 threshold=0.10100500000000003 -0.11516999999999998 0.088495000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014290673163665693 0.00017371436967651184 -0.00020090076168132281 -0.0001958177475480387 leaf_weight=57.679844833910465 142.79734820127487 286.75020815432072 42.862470678985119 leaf_count=184 538 1911 179 internal_value=0 -0.00014332 8.83907e-05 internal_weight=0 344.43 185.66 internal_count=2812 2095 717 is_linear=0 shrinkage=0.000301884 Tree=786 num_leaves=4 num_cat=0 split_feature=123 457 1 split_gain=44.4458 46.2201 7.46167 threshold=1.0000000180025095e-35 0.081330000000000013 0.094165000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020164572081469203 0.00014752816269796769 0.00047556274916099058 0.00067781161240382086 leaf_weight=345.11327958852053 18.311890870332718 57.823882430791855 45.4247130677104 leaf_count=2380 44 190 198 internal_value=0 -0.000104444 0.000525548 internal_weight=0 402.937 63.7366 internal_count=2812 2570 242 is_linear=0 shrinkage=0.000701106 Tree=787 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=74.4675 57.1051 48.2384 threshold=0.088035000000000016 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020373211599114695 0.00028891935019613273 -0.00021576770279788142 1.2174154486798327e-05 leaf_weight=40.438955530524254 95.635220259428024 188.38542651385069 199.38696556910872 leaf_count=140 319 1543 810 internal_value=0 -0.000141621 0.000101898 internal_weight=0 228.824 295.022 internal_count=2812 1683 1129 is_linear=0 shrinkage=0.000320362 Tree=788 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=43.5859 61.1224 53.5298 threshold=-0.060324999999999997 -0.48515499999999995 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022682287480826761 -0.00071322351443007452 0.00080006220149146114 -0.00054228856491695548 leaf_weight=156.51574544608593 32.047528631985188 108.00236939266324 180.46542416885495 leaf_count=588 149 374 1767 internal_value=0 0.000453728 -0.000185071 internal_weight=0 140.05 336.981 internal_count=2878 523 2355 is_linear=0 shrinkage=0.000962469 Tree=789 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=65.6896 72.0503 29.4428 threshold=0.10100500000000003 -0.11327499999999999 -0.067899999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001970296823135324 0.00027961032022509282 -0.00013884612111311547 5.2137172658639311e-05 leaf_weight=60.799637094140053 64.300826922059059 271.1886720918119 141.94022580981255 leaf_count=200 233 1960 485 internal_value=0 -7.73267e-05 0.000123077 internal_weight=0 331.988 206.241 internal_count=2878 2160 718 is_linear=0 shrinkage=0.000278894 Tree=790 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=42.0322 58.776 51.8125 threshold=-0.060324999999999997 -0.48515499999999995 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015001272921796706 -0.00047061152477349447 0.00052945833902531499 -0.00035942988628027896 leaf_weight=156.64455365389585 31.965132862329483 107.60735936835408 179.95552571490407 leaf_count=588 149 374 1767 internal_value=0 0.000300388 -0.000122354 internal_weight=0 139.572 336.6 internal_count=2878 523 2355 is_linear=0 shrinkage=0.000647714 Tree=791 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=40.3637 56.4719 49.7994 threshold=-0.060324999999999997 -0.48515499999999995 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018989747974884608 -0.00059728296081574335 0.00067335755787276575 -0.00045725261387117281 leaf_weight=156.48791193962097 31.851660080254078 107.0058872140944 178.8972833789885 leaf_count=588 149 374 1767 internal_value=0 0.000381851 -0.000155304 internal_weight=0 138.858 335.385 internal_count=2878 523 2355 is_linear=0 shrinkage=0.000837887 Tree=792 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=46.0038 59.5891 43.7084 threshold=0.077020000000000019 0.044750000000000005 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061419793121419031 -0.0010264185944919295 0.00073541968588581967 0.00027332520372254284 leaf_weight=134.41377944499254 20.218992833048105 29.044274516403675 285.51821269094944 leaf_count=1414 136 70 1235 internal_value=0 -0.000374331 0.000187312 internal_weight=0 163.458 305.737 internal_count=2855 1484 1371 is_linear=0 shrinkage=0.000854645 Tree=793 num_leaves=4 num_cat=0 split_feature=130 52 132 split_gain=45.2699 46.1931 3.16991 threshold=1.0000000180025095e-35 -0.4290699999999999 0.081055000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007177239787305831 -0.00073786146945084097 0.00010222480789461712 -0.00028377119924869707 leaf_weight=27.315544776618481 30.122194722294807 402.37800953537226 7.111272156238555 leaf_count=237 309 2250 59 internal_value=0 5.00712e-05 -0.000651324 internal_weight=0 429.694 37.2335 internal_count=2855 2487 368 is_linear=0 shrinkage=0.000610355 Tree=794 num_leaves=4 num_cat=0 split_feature=130 52 132 split_gain=43.8414 44.7409 3.16659 threshold=1.0000000180025095e-35 -0.4290699999999999 0.081055000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010808171212435612 -0.0011114952805057797 0.00015147471999930488 -0.00042174047007013113 leaf_weight=26.881174545735121 29.633864685893059 402.349106637761 7.0902266129851332 leaf_count=237 309 2250 59 internal_value=0 7.4256e-05 -0.000978614 internal_weight=0 429.23 36.7241 internal_count=2855 2487 368 is_linear=0 shrinkage=0.000925095 Tree=795 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=70.7102 42.6938 22.9997 threshold=0.10384000000000002 -0.11327499999999999 -0.24166499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010616725460730692 -0.00010662865007992897 -0.00010122835104052758 0.00013677781225552544 leaf_weight=60.904670380055904 22.13762329518795 277.01470953971148 165.08939357101917 leaf_count=218 103 1982 552 internal_value=0 -6.38447e-05 0.00010799 internal_weight=0 337.919 187.227 internal_count=2855 2200 655 is_linear=0 shrinkage=0.000224304 Tree=796 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=71.2372 54.4814 32.9171 threshold=0.078300000000000008 -0.028049999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021439845795830878 0.00015331190083978544 -0.00015796429813821249 1.0573834029196778e-05 leaf_weight=122.15281312912703 54.727806590497494 217.4752088598907 124.36950454860926 leaf_count=398 182 1860 381 internal_value=0 -9.53743e-05 0.000111579 internal_weight=0 272.203 246.522 internal_count=2821 2042 779 is_linear=0 shrinkage=0.000278894 Tree=797 num_leaves=4 num_cat=0 split_feature=13 40 2 split_gain=51.4528 49.8068 2.83394 threshold=-0.24242999999999995 -0.078179999999999986 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010810941464840535 0.00068003857824791277 -0.00020102992929668315 0.00064355014633122947 leaf_weight=24.081033423542976 53.729339711368084 365.88114984706044 19.848884217441082 leaf_count=64 184 2489 84 internal_value=0 -8.8187e-05 0.000883764 internal_weight=0 419.61 43.9299 internal_count=2821 2673 148 is_linear=0 shrinkage=0.000854645 Tree=798 num_leaves=4 num_cat=0 split_feature=12 49 13 split_gain=68.4553 57.9644 32.0787 threshold=0.078300000000000008 -0.028049999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022827389134272478 0.00017580193288765683 -0.00017168457244319977 1.0110552346990597e-05 leaf_weight=120.68580079823732 54.656998082995415 218.92615542188287 125.06982014328241 leaf_count=398 182 1860 381 internal_value=0 -0.000102256 0.000117256 internal_weight=0 273.583 245.756 internal_count=2821 2042 779 is_linear=0 shrinkage=0.000301884 Tree=799 num_leaves=4 num_cat=0 split_feature=13 40 2 split_gain=49.8836 48.2667 2.7099 threshold=-0.24242999999999995 -0.078179999999999986 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010474573875093509 0.00066016105578301149 -0.00019319226756796642 0.0006259771634294566 leaf_weight=23.865507356822491 53.28689993917942 366.22245496511459 19.656921155750751 leaf_count=64 184 2489 84 internal_value=0 -8.47725e-05 0.000857454 internal_weight=0 419.509 43.5224 internal_count=2821 2673 148 is_linear=0 shrinkage=0.000837887 Tree=800 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=67.4839 72.1223 39.8542 threshold=0.10100500000000003 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020562946519576587 0.00019072191901200688 -0.00014771234168562449 -0.00011369233377274463 leaf_weight=56.985701009631157 161.38510780781507 259.81638835370541 44.357483483850956 leaf_count=189 551 1950 182 internal_value=0 -8.41454e-05 0.000125087 internal_weight=0 316.802 205.743 internal_count=2872 2139 733 is_linear=0 shrinkage=0.000284472 Tree=801 num_leaves=4 num_cat=0 split_feature=150 4 160 split_gain=38.8626 42.3028 28.6621 threshold=0.082085000000000019 0.50590000000000013 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019195965788537222 -0.00039164833620452638 0.00069549706549436991 0.00059524251412295325 leaf_weight=336.98077351599932 19.522549778223038 31.208169840276241 78.849918998777866 leaf_count=2355 114 150 253 internal_value=0 -0.000116706 0.000399351 internal_weight=0 368.189 98.3725 internal_count=2872 2505 367 is_linear=0 shrinkage=0.000729431 Tree=802 num_leaves=4 num_cat=0 split_feature=150 4 160 split_gain=37.3677 40.9245 27.6229 threshold=0.082085000000000019 0.50590000000000013 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025799248879249185 -0.00052675552772052077 0.00094995509287464606 0.00080549417042760012 leaf_weight=336.48588201403618 19.480240389704704 30.668966069817543 78.203493863344193 leaf_count=2355 114 150 253 internal_value=0 -0.000157047 0.000539764 internal_weight=0 367.155 97.6837 internal_count=2872 2505 367 is_linear=0 shrinkage=0.00100135 Tree=803 num_leaves=4 num_cat=0 split_feature=147 376 48 split_gain=36.9265 42.1809 10.1151 threshold=1.0000000180025095e-35 0.048375000000000008 -0.081604999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015274592428039124 0.0001835230159058479 0.00059708846898894464 0.00080808325024712166 leaf_weight=369.80945515818894 21.926822304725647 40.942316882312298 30.472103592008352 leaf_count=2558 83 141 90 internal_value=0 -7.79807e-05 0.000546892 internal_weight=0 410.752 52.3989 internal_count=2872 2699 173 is_linear=0 shrinkage=0.000701106 Tree=804 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=46.1699 48.4753 46.8075 threshold=0.086005000000000012 -0.017269999999999997 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004851166692401646 0.00032297142107444199 0.00042077328818209108 -0.00043164727477874447 leaf_weight=145.74630195274949 228.23497139662504 40.053275026381016 54.083617318421602 leaf_count=1521 989 119 259 internal_value=0 -0.000289809 0.00017839 internal_weight=0 185.8 282.319 internal_count=2888 1640 1248 is_linear=0 shrinkage=0.000729431 Tree=805 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=44.3868 46.7233 44.8162 threshold=0.086005000000000012 -0.017269999999999997 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061969863016127441 0.00040978050186691808 0.0005316523013280172 -0.00054535148987875986 leaf_weight=144.29919209890068 227.49006341770291 40.08755598962307 54.13370069488883 leaf_count=1521 989 119 259 internal_value=0 -0.000369354 0.000226161 internal_weight=0 184.387 281.624 internal_count=2888 1640 1248 is_linear=0 shrinkage=0.000943597 Tree=806 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=42.6699 45.0333 42.9082 threshold=0.086005000000000012 -0.017269999999999997 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054334148707556318 0.00035686613264467932 0.00046113918175907768 -0.00047296659122898147 leaf_weight=142.8790573105216 226.76301623508334 40.119301736354828 54.18263241648674 leaf_count=1521 989 119 259 internal_value=0 -0.000323101 0.000196805 internal_weight=0 182.998 280.946 internal_count=2888 1640 1248 is_linear=0 shrinkage=0.000837887 Tree=807 num_leaves=4 num_cat=0 split_feature=4 376 49 split_gain=41.659 37.5635 19.0813 threshold=0.27058000000000004 0.048375000000000008 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002210460442750853 0.00075912310047386404 0.00069195122117454981 -0.00032089373271458296 leaf_weight=342.30134981684387 66.295579962432384 38.033142447471619 15.287935942411421 leaf_count=2419 286 111 72 internal_value=0 -0.000129717 0.000556711 internal_weight=0 380.334 81.5835 internal_count=2888 2530 358 is_linear=0 shrinkage=0.000871738 Tree=808 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=42.1881 42.9416 7.29599 threshold=0.12293500000000002 0.081330000000000013 0.14389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019039359348229496 0.00036037314288683663 0.00052666854265725224 0.00086147288407580817 leaf_weight=319.44275429658592 41.793446265161037 59.317956488579512 29.885280042886734 leaf_count=2349 180 213 105 internal_value=0 -7.80731e-05 0.000569472 internal_weight=0 378.761 71.6787 internal_count=2847 2562 285 is_linear=0 shrinkage=0.000774078 Tree=809 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=69.6758 47.3893 28.1657 threshold=0.10100500000000003 -0.11327499999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018038688974694479 6.9777094862709003e-05 -0.00013722982202807511 0.00031482248264225302 leaf_weight=54.005491279065609 132.18652776628733 253.73817038908601 67.017528459429741 leaf_count=187 485 1945 230 internal_value=0 -8.1484e-05 0.000152239 internal_weight=0 307.744 199.204 internal_count=2847 2132 715 is_linear=0 shrinkage=0.000307922 Tree=810 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=41.0287 41.2488 7.24185 threshold=0.12293500000000002 0.081330000000000013 0.14389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020613343995794887 0.00039301681250716533 0.0005700653856279119 0.00094686336925389487 leaf_weight=319.69861968979239 41.676565766334534 59.260896045714617 29.456522695720196 leaf_count=2349 180 213 105 internal_value=0 -8.47305e-05 0.00062256 internal_weight=0 378.96 71.1331 internal_count=2847 2562 285 is_linear=0 shrinkage=0.000854645 Tree=811 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=39.6112 39.5081 7.2022 threshold=0.12293500000000002 0.081330000000000013 0.14389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017917852220284674 0.00034315461105381814 0.00049620166095710376 0.00083673159019823041 leaf_weight=319.26969488523901 41.437391869723797 59.101443037390709 28.941331326961517 leaf_count=2349 180 213 105 internal_value=0 -7.36647e-05 0.000546297 internal_weight=0 378.371 70.3787 internal_count=2847 2562 285 is_linear=0 shrinkage=0.0007589 Tree=812 num_leaves=4 num_cat=0 split_feature=13 376 0 split_gain=37.5509 36.44 3.76184 threshold=-0.24921999999999997 0.048375000000000008 -0.10836499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052928807853729097 -0.00018921288997763913 0.0007304309296870409 0.0010984268244555808 leaf_weight=17.887581966817379 371.59324842318892 39.159155942499638 20.647522628307343 leaf_count=81 2565 141 63 internal_value=0 -0.000101509 0.000834632 internal_weight=0 410.752 38.5351 internal_count=2850 2706 144 is_linear=0 shrinkage=0.000906956 Tree=813 num_leaves=4 num_cat=0 split_feature=4 376 150 split_gain=60.2529 48.5157 6.76602 threshold=0.27150500000000005 0.048375000000000008 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9662369249491142e-05 0.0001598117020026247 0.00023838602490899527 0.00033543973029637165 leaf_weight=374.58607758209109 64.354411870241165 41.413195788860321 23.244528383016586 leaf_count=2415 256 109 70 internal_value=0 -4.79908e-05 0.000206478 internal_weight=0 415.999 87.5989 internal_count=2850 2524 326 is_linear=0 shrinkage=0.000278894 Tree=814 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=60.1093 57.1253 32.6754 threshold=0.083325000000000024 -0.028049999999999995 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013893268947382358 0.00016345154581317098 -0.00018133909172712457 -0.00017623228403182274 leaf_weight=215.32740250974894 53.384864091873169 198.73763021826744 33.250175066292286 leaf_count=725 176 1821 128 internal_value=0 -0.000108326 9.67654e-05 internal_weight=0 252.122 248.578 internal_count=2850 1997 853 is_linear=0 shrinkage=0.000295965 Tree=815 num_leaves=4 num_cat=0 split_feature=4 16 150 split_gain=36.893 37.651 7.94069 threshold=0.27150500000000005 0.3935300000000001 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2857761289025241e-05 0.00039148530290042453 -0.0010335785149101571 0.0010709256702268433 leaf_weight=343.27154052816331 52.632690437138081 34.728529013693333 19.355036035180092 leaf_count=2267 256 257 70 internal_value=0 -0.000133927 0.000574399 internal_weight=0 378 71.9877 internal_count=2850 2524 326 is_linear=0 shrinkage=0.000906956 Tree=816 num_leaves=4 num_cat=0 split_feature=1 49 47 split_gain=64.952 41.5405 28.5615 threshold=0.10495000000000002 -0.047409999999999994 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013061633375607737 0.00021341162385088655 -0.00011420370691309633 -4.9212090917051383e-05 leaf_weight=70.528863273561001 133.54538989067078 273.61963211372495 44.72738192230463 leaf_count=227 461 2026 173 internal_value=0 -6.40265e-05 0.000147523 internal_weight=0 344.148 178.273 internal_count=2887 2253 634 is_linear=0 shrinkage=0.000284472 Tree=817 num_leaves=4 num_cat=0 split_feature=160 130 52 split_gain=41.5735 41.8824 1.31328 threshold=-0.40187499999999993 1.0000000180025095e-35 0.51074000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076708320143911712 0.00012995301479832352 -0.00063165264395678711 -0.0011291259745157367 leaf_weight=14.604023393243553 406.53896757028997 34.146085031330585 6.4514559991657725 leaf_count=161 2328 339 59 internal_value=0 7.09159e-05 -0.000878936 internal_weight=0 440.685 21.0555 internal_count=2887 2667 220 is_linear=0 shrinkage=0.000660668 Tree=818 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=40.3482 40.9768 1.23128 threshold=-0.40187499999999993 -0.0048899999999999994 0.50946000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011562687294561758 -0.00077688860175549384 0.00021094133954400871 -0.0016892987060890356 leaf_weight=14.227160204201938 47.137667564675212 393.16024332866073 6.4801733717322341 leaf_count=160 458 2209 60 internal_value=0 0.000105157 -0.00132448 internal_weight=0 440.298 20.7073 internal_count=2887 2667 220 is_linear=0 shrinkage=0.00100135 Tree=819 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=59.1634 43.0457 28.4588 threshold=0.10495000000000002 0.081330000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010697143725511761 0.00021236310773997157 0.00017168654047235429 -5.5109846310102026e-05 leaf_weight=287.30758104100823 132.43772462010384 55.707282945513725 44.816929943859577 leaf_count=2077 461 176 173 internal_value=0 -6.1709e-05 0.000144737 internal_weight=0 343.015 177.255 internal_count=2887 2253 634 is_linear=0 shrinkage=0.000290162 Tree=820 num_leaves=4 num_cat=0 split_feature=1456 403 160 split_gain=38.1513 41.6101 4.63914 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.060610000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011672970371128578 -0.00057796446048897436 0.00019476648578468125 -0.00035591107652331718 leaf_weight=21.296933608129624 62.225128456950188 354.86225778236985 7.1804486364126197 leaf_count=216 658 1893 66 internal_value=0 7.94618e-05 -0.000963085 internal_weight=0 417.087 28.4774 internal_count=2833 2551 282 is_linear=0 shrinkage=0.000871738 Tree=821 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=36.9687 40.9974 4.62098 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.060610000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010118849070179397 -0.00070655670697690855 0.00014093081030069053 -0.00030419552306017303 leaf_weight=20.912507696077231 35.96418896690011 380.51034904271364 7.1503888443112364 leaf_count=216 407 2144 66 internal_value=0 6.77179e-05 -0.000831896 internal_weight=0 416.475 28.0629 internal_count=2833 2551 282 is_linear=0 shrinkage=0.0007589 Tree=822 num_leaves=4 num_cat=0 split_feature=1456 42 160 split_gain=35.8229 40.2669 4.60303 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.060610000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094954633469766098 -0.00037434186345722118 0.0001758064589088767 -0.00028140682717814672 leaf_weight=20.533402577042583 85.676308114081621 330.21151370555162 7.1209474131464949 leaf_count=216 730 1821 66 internal_value=0 6.24594e-05 -0.000777814 internal_weight=0 415.888 27.6543 internal_count=2833 2551 282 is_linear=0 shrinkage=0.000715128 Tree=823 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=35.5371 43.0095 10.9137 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013622732036686343 -0.00097277050224808934 0.00016693276755032926 -0.001069338125994346 leaf_weight=7.440289393067359 28.108454041182995 377.89883803762496 29.285581536591053 leaf_count=78 327 2072 356 internal_value=0 8.79875e-05 -0.000825159 internal_weight=0 406.007 36.7259 internal_count=2833 2399 434 is_linear=0 shrinkage=0.000889172 Tree=824 num_leaves=4 num_cat=0 split_feature=130 484 4 split_gain=37.3409 41.2854 4.73376 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.047309999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071737043969173023 -0.00047407558351051369 0.00019637790502827736 -0.0011226651440854681 leaf_weight=41.785400250926614 15.361117508262394 371.53222179040313 19.402635622769594 leaf_count=417 195 2063 177 internal_value=0 0.000103971 -0.000836489 internal_weight=0 413.318 34.7638 internal_count=2852 2480 372 is_linear=0 shrinkage=0.000871738 Tree=825 num_leaves=4 num_cat=0 split_feature=4 0 49 split_gain=49.6965 40.6776 12.0975 threshold=0.27150500000000005 -0.060324999999999997 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8645508078427178e-05 0.00027175846141072948 0.00011248997445301002 -1.9010720692990165e-05 leaf_weight=295.4798872359097 71.957186833024025 122.32135553658009 16.715080410242081 leaf_count=2083 274 429 66 internal_value=0 -3.68282e-05 0.000216955 internal_weight=0 417.801 88.6723 internal_count=2852 2512 340 is_linear=0 shrinkage=0.000307922 Tree=826 num_leaves=4 num_cat=0 split_feature=130 484 4 split_gain=36.1218 39.7674 4.62008 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.047309999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062759466660328308 -0.00041603827977661684 0.00017035609592003323 -0.00098714282001026747 leaf_weight=41.586285378783941 15.289287630468605 372.33017249405384 19.19013924151659 leaf_count=417 195 2063 177 internal_value=0 9.01605e-05 -0.000734267 internal_weight=0 413.916 34.4794 internal_count=2852 2480 372 is_linear=0 shrinkage=0.000774078 Tree=827 num_leaves=4 num_cat=0 split_feature=4 376 49 split_gain=48.7112 39.2751 11.9173 threshold=0.27150500000000005 0.048375000000000008 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5620982562679452e-05 0.00027167687499666821 0.00024858027885079828 -1.7223435047883265e-05 leaf_weight=374.58649799600244 71.983726121485233 41.925772562623024 16.67055407166481 leaf_count=2395 274 117 66 internal_value=0 -3.39838e-05 0.00021736 internal_weight=0 416.512 88.6543 internal_count=2852 2512 340 is_linear=0 shrinkage=0.000307922 Tree=828 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=44.1335 58.1146 5.30801 threshold=-0.24242999999999995 -0.10072999999999999 -0.10836499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040279534427243007 0.00039854879902348229 -0.00026848600781697392 0.00095148266333793983 leaf_weight=17.818548366427422 99.716590240597725 306.06992206349969 23.731395877897739 leaf_count=83 410 2296 71 internal_value=0 -0.00010456 0.000716473 internal_weight=0 405.787 41.5499 internal_count=2860 2706 154 is_linear=0 shrinkage=0.0007589 Tree=829 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=59.8157 53.085 24.8875 threshold=0.076335000000000014 -0.41694999999999993 0.16173500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029045817388652627 -0.00021707340302497022 7.3582551953025522e-05 0.00024857669843617719 leaf_weight=32.619282260537148 106.72568431124091 363.16892669722438 9.3154422938823682 leaf_count=269 1003 1561 27 internal_value=0 4.35672e-05 -0.000179658 internal_weight=0 395.788 116.041 internal_count=2860 1830 1030 is_linear=0 shrinkage=0.000273426 Tree=830 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=42.7293 55.5289 5.44303 threshold=-0.24242999999999995 -0.10072999999999999 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045298351169075147 0.00046507887888769137 -0.00031352660792317302 0.0011227744874167233 leaf_weight=17.039828270673752 99.879344459623098 306.54304117150605 24.209129504859447 leaf_count=80 410 2296 74 internal_value=0 -0.000122169 0.000846423 internal_weight=0 406.422 41.249 internal_count=2860 2706 154 is_linear=0 shrinkage=0.000906956 Tree=831 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=59.0136 53.0229 11.9294 threshold=0.28937500000000005 0.083325000000000024 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.511181695482304e-05 0.00027495325903615774 -0.0001443499446019479 4.1668021187802009e-05 leaf_weight=193.72684799879789 58.265995517373085 222.94038402289152 24.110586516559124 leaf_count=625 208 1921 106 internal_value=0 -5.16132e-05 0.000206699 internal_weight=0 416.667 82.3766 internal_count=2860 2546 314 is_linear=0 shrinkage=0.000278894 Tree=832 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=35.7826 33.3103 23.2459 threshold=0.11321500000000001 0.048375000000000008 0.10344500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023449969138458421 0.00061872839773929324 0.00069046164351616133 -0.00056014684310414864 leaf_weight=310.61128330603242 85.879034794867039 32.683418542146683 14.903353422880171 leaf_count=2306 391 101 57 internal_value=0 -0.000146405 0.000444327 internal_weight=0 343.295 100.782 internal_count=2855 2407 448 is_linear=0 shrinkage=0.000871738 Tree=833 num_leaves=4 num_cat=0 split_feature=4 376 48 split_gain=34.3411 32.0602 25.1477 threshold=0.11321500000000001 0.048375000000000008 0.10389000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018841066787965086 0.00050395694061858211 0.00055959246560072771 -0.00051991316484151782 leaf_weight=310.03472013585269 86.025816231966019 32.3442103266716 14.292168408632277 leaf_count=2306 392 101 56 internal_value=0 -0.00011772 0.000358016 internal_weight=0 342.379 100.318 internal_count=2855 2407 448 is_linear=0 shrinkage=0.000715128 Tree=834 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=55.2532 43.497 23.1535 threshold=0.10495000000000002 -0.11327499999999999 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018048470281754807 0.00019991670541914133 -0.00014488206838463204 -0.00017214747918603259 leaf_weight=57.497465759515762 146.68177838623524 272.42840112373233 22.250487819314003 leaf_count=220 508 2020 107 internal_value=0 -8.8172e-05 0.000150897 internal_weight=0 329.926 168.932 internal_count=2855 2240 615 is_linear=0 shrinkage=0.000339971 Tree=835 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=55.7975 47.2188 32.2045 threshold=0.10100500000000003 -0.11327499999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016579467525127046 -0.00022797184841102456 -0.00012641404890061935 0.00015279748273831409 leaf_weight=51.76214487105608 19.176239930093288 254.07333509251475 173.04737600684166 leaf_count=190 106 1952 607 internal_value=0 -7.69509e-05 0.000114793 internal_weight=0 305.835 192.224 internal_count=2855 2142 713 is_linear=0 shrinkage=0.000278894 Tree=836 num_leaves=4 num_cat=0 split_feature=52 403 0 split_gain=55.2175 40.5268 3.99261 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049611978971906049 -0.00043560813691293361 0.00019335218225005312 -0.0010498531182020453 leaf_weight=59.935311745852232 8.2715942189097387 345.23572951927781 27.713118640705943 leaf_count=655 38 1838 305 internal_value=0 9.13428e-05 -0.000908966 internal_weight=0 405.171 35.9847 internal_count=2836 2493 343 is_linear=0 shrinkage=0.000774078 Tree=837 num_leaves=4 num_cat=0 split_feature=12 1 15 split_gain=61.9418 45.7095 29.1449 threshold=0.083325000000000024 0.12988000000000002 0.079360000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.268078212155017e-05 -0.00016024337237629702 0.00024342478764405491 -0.00026685385520762222 leaf_weight=205.57262193411589 262.13626481592655 20.90413536131382 17.893276236951351 leaf_count=735 1951 61 89 internal_value=0 -0.000130416 5.46726e-05 internal_weight=0 283.04 223.466 internal_count=2836 2012 824 is_linear=0 shrinkage=0.000262808 Tree=838 num_leaves=4 num_cat=0 split_feature=52 403 0 split_gain=53.4478 39.1129 4.02677 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000521828650769931 -0.00045420340526762515 0.00019772741900258916 -0.001109643935616038 leaf_weight=59.770278215408325 8.2770663127303106 345.78712000884116 27.338334921747446 leaf_count=655 38 1838 305 internal_value=0 9.1661e-05 -0.000957644 internal_weight=0 405.557 35.6154 internal_count=2836 2493 343 is_linear=0 shrinkage=0.000821458 Tree=839 num_leaves=4 num_cat=0 split_feature=52 403 159 split_gain=51.7679 37.5676 2.5891 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.047074999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056776833979059851 -0.00084161510733214587 0.00021349385224591776 -0.0013444338445718219 leaf_weight=59.296992484480143 20.696178877726197 345.65422372147441 14.414640482515095 leaf_count=655 214 1838 129 internal_value=0 9.90723e-05 -0.00104866 internal_weight=0 404.951 35.1108 internal_count=2836 2493 343 is_linear=0 shrinkage=0.000906956 Tree=840 num_leaves=4 num_cat=0 split_feature=130 484 2 split_gain=41.0154 37.8675 1.26887 threshold=1.0000000180025095e-35 -0.0048899999999999994 0.097180000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071321280853646235 -0.0010770711575940838 0.00016811649683913277 -0.00071579558292523789 leaf_weight=42.969750532880425 21.208932530134916 372.82108732312918 12.353401171043513 leaf_count=417 259 2115 122 internal_value=0 7.70073e-05 -0.000944578 internal_weight=0 415.791 33.5623 internal_count=2913 2532 381 is_linear=0 shrinkage=0.000889172 Tree=841 num_leaves=4 num_cat=0 split_feature=130 484 2 split_gain=39.7226 36.3664 1.28761 threshold=1.0000000180025095e-35 -0.0048899999999999994 0.097180000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062325898699303246 -0.00095153299507168688 0.00014594263112712084 -0.00062657350281183184 leaf_weight=42.687090424820781 20.843688821420074 372.80059763789177 12.251844946295021 leaf_count=417 259 2115 122 internal_value=0 6.68901e-05 -0.000831665 internal_weight=0 415.488 33.0955 internal_count=2913 2532 381 is_linear=0 shrinkage=0.00078956 Tree=842 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=66.6212 55.6054 24.4857 threshold=0.10100500000000003 -0.11327499999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017149934378874544 -0.00015813514240265025 -0.00014134757157900581 0.00016574015044549788 leaf_weight=56.314803000539541 21.225731231272221 250.07836326211691 170.67339745163918 leaf_count=209 112 1983 609 internal_value=0 -8.38395e-05 0.000129905 internal_weight=0 306.393 191.899 internal_count=2913 2192 721 is_linear=0 shrinkage=0.000284472 Tree=843 num_leaves=4 num_cat=0 split_feature=130 484 2 split_gain=38.528 35.0679 1.30568 threshold=1.0000000180025095e-35 -0.0048899999999999994 0.097180000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076336224607202925 -0.0011766620631110899 0.00017738785109879996 -0.00076796201961139884 leaf_weight=42.519012711942196 20.532912641763687 373.48933747038245 12.176002865657209 leaf_count=417 259 2115 122 internal_value=0 8.12059e-05 -0.00102506 internal_weight=0 416.008 32.7089 internal_count=2913 2532 381 is_linear=0 shrinkage=0.000981718 Tree=844 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=32.7434 34.9904 8.56456 threshold=1.0000000180025095e-35 -0.10106999999999998 0.093190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039046761197108457 5.1634105461011052e-05 -0.00023261475177997838 0.0008092060317811228 leaf_weight=89.463453669101 15.336152061820028 291.93735235743225 43.536564230918884 leaf_count=373 39 2236 203 internal_value=0 -8.64489e-05 0.000611942 internal_weight=0 381.401 58.8727 internal_count=2851 2609 242 is_linear=0 shrinkage=0.000871738 Tree=845 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=54.5459 51.5534 25.2046 threshold=0.083325000000000024 -0.24449499999999999 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013559516503307021 0.00016903069882715687 -0.00016062531519179274 -0.00013166227023754212 leaf_weight=207.69153808429837 49.764827094972134 202.029914021492 34.653116814792156 leaf_count=714 184 1827 126 internal_value=0 -9.54641e-05 9.73724e-05 internal_weight=0 251.795 242.345 internal_count=2851 2011 840 is_linear=0 shrinkage=0.000290162 Tree=846 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=62.7908 50.6711 26.9838 threshold=0.083325000000000024 -0.24449499999999999 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012392669688643601 0.00013842211817773349 -0.00013989066464881173 -0.00011300018663981201 leaf_weight=209.55847473442554 49.901060789823532 204.41591873764992 34.29247422516346 leaf_count=714 184 1827 126 internal_value=0 -8.5275e-05 9.06017e-05 internal_weight=0 254.317 243.851 internal_count=2851 2011 840 is_linear=0 shrinkage=0.00024765 Tree=847 num_leaves=4 num_cat=0 split_feature=484 160 3 split_gain=32.9002 32.7984 10.9874 threshold=-0.0048899999999999994 -0.40187499999999993 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00081522653296827537 -0.00079184351552353399 0.00012400410979135885 0.0001315468082072757 leaf_weight=33.277388604357839 22.947728164494038 376.36001805588603 8.5159385129809362 leaf_count=430 234 2161 26 internal_value=0 7.13361e-05 -0.000622337 internal_weight=0 399.308 41.7933 internal_count=2851 2395 456 is_linear=0 shrinkage=0.00074402 Tree=848 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=58.8988 55.3994 6.00054 threshold=0.28937500000000005 -0.24242999999999995 -0.030624999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030929153071330143 7.71005522817735e-05 -8.8123376735194659e-05 0.00027782134678749389 leaf_weight=37.955338761210442 18.905518777668476 389.62224208191037 66.193888649344444 leaf_count=101 67 2458 248 internal_value=0 -5.28333e-05 0.000233257 internal_weight=0 427.578 85.0994 internal_count=2874 2559 315 is_linear=0 shrinkage=0.00031408 Tree=849 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=56.9389 58.315 4.60435 threshold=1.0000000180025095e-35 -0.098749999999999991 0.096440000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017690693277097605 0.0001179140466683153 -8.6220289660685816e-05 0.00027016766163239609 leaf_weight=76.690250672399998 21.179721921682358 351.54296722263098 50.027386173605919 leaf_count=285 52 2347 190 internal_value=0 -3.90923e-05 0.000224925 internal_weight=0 428.233 71.2071 internal_count=2874 2632 242 is_linear=0 shrinkage=0.000273426 Tree=850 num_leaves=4 num_cat=0 split_feature=13 123 15 split_gain=42.0006 39.0398 2.57751 threshold=-0.24242999999999995 1.0000000180025095e-35 -0.044164999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068464132707297043 -0.00021669617136101576 0.0006747973942460144 0.0011682908516648365 leaf_weight=21.237699642777443 353.20019039325416 52.21355352550745 19.874189682304859 leaf_count=103 2504 217 50 internal_value=0 -0.000101854 0.00091888 internal_weight=0 405.414 41.1119 internal_count=2874 2721 153 is_linear=0 shrinkage=0.000962469 Tree=851 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=58.9712 54.7629 46.36 threshold=0.081135000000000013 -0.17549499999999998 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013856050687710081 0.00014973656445463809 -0.00014888987304587439 -0.00020379286650282799 leaf_weight=203.70836188644171 53.153934016823769 209.63713280856609 31.533086881041527 leaf_count=679 194 1875 126 internal_value=0 -8.84811e-05 9.26567e-05 internal_weight=0 262.791 235.241 internal_count=2874 2069 805 is_linear=0 shrinkage=0.000262808 Tree=852 num_leaves=4 num_cat=0 split_feature=50 130 12 split_gain=39.8468 38.5425 19.1143 threshold=0.088495000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024487906020603236 0.00059884114564577508 -0.00087699328374972962 -0.00099636556650914681 leaf_weight=360.77802979014814 8.5876494944095594 32.124636955559254 45.71195050701499 leaf_count=2011 33 331 469 internal_value=0 0.000153114 -0.000743957 internal_weight=0 392.903 54.2996 internal_count=2844 2342 502 is_linear=0 shrinkage=0.000981718 Tree=853 num_leaves=4 num_cat=0 split_feature=12 16 157 split_gain=54.8098 47.3946 29.4695 threshold=0.083325000000000024 -0.24449499999999999 -0.07692499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033696986413827033 0.00020108864900869906 -0.00014026877651090688 6.6513504346321506e-05 leaf_weight=42.618765190243721 42.849676504731178 210.95368960499763 204.89297091960907 leaf_count=107 162 1830 745 internal_value=0 -8.26265e-05 0.000113105 internal_weight=0 253.803 247.512 internal_count=2844 1992 852 is_linear=0 shrinkage=0.000295965 Tree=854 num_leaves=4 num_cat=0 split_feature=12 16 1 split_gain=55.0379 44.6826 31.038 threshold=0.083325000000000024 -0.24449499999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018444732160722861 0.00013528053520171592 -0.00016928115896386005 9.8794987615068275e-05 leaf_weight=33.850984893739223 42.477695994079113 236.18143228441477 198.07907368987799 leaf_count=139 162 1830 713 internal_value=0 -0.000122849 5.7443e-05 internal_weight=0 278.659 231.93 internal_count=2844 1992 852 is_linear=0 shrinkage=0.000273426 Tree=855 num_leaves=4 num_cat=0 split_feature=50 130 12 split_gain=38.4869 37.149 18.638 threshold=0.088495000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022200938946474611 0.00055764390585916787 -0.00081745706162551096 -0.00093028941428785722 leaf_weight=362.2929795011878 8.5465611293911916 32.005890041589737 45.48426653817296 leaf_count=2011 33 331 469 internal_value=0 0.000137599 -0.000694815 internal_weight=0 394.299 54.0308 internal_count=2844 2342 502 is_linear=0 shrinkage=0.000925095 Tree=856 num_leaves=4 num_cat=0 split_feature=4 15 49 split_gain=36.3716 31.5546 21.1318 threshold=0.11321500000000001 0.085260000000000016 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1546697952958097e-05 0.0007020853405334778 -0.00066156053736710757 -0.00037918698486951938 leaf_weight=264.70806735940278 83.348190568387508 74.042621254920959 18.979076705873013 leaf_count=1547 362 810 94 internal_value=0 -0.000127793 0.000501504 internal_weight=0 338.751 102.327 internal_count=2813 2357 456 is_linear=0 shrinkage=0.000925095 Tree=857 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=56.6672 46.9023 20.2586 threshold=0.11321500000000001 0.083325000000000024 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8157358085194145e-05 0.00023224300339635422 -0.00014339541314346054 -5.5456173848489518e-05 leaf_weight=171.48300485312939 95.402024537324905 205.23687441647053 24.986718535423279 leaf_count=554 348 1803 108 internal_value=0 -5.16502e-05 0.000172532 internal_weight=0 376.72 120.389 internal_count=2813 2357 456 is_linear=0 shrinkage=0.000284472 Tree=858 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=54.6527 48.1031 20.4654 threshold=0.11321500000000001 0.083325000000000024 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3450187218155635e-05 0.00024448588355993872 -0.00015230771438506542 -6.3582798901400914e-05 leaf_weight=172.94775036722422 94.324713811278343 206.70763653516769 24.813915863633156 leaf_count=554 348 1803 108 internal_value=0 -5.40234e-05 0.000180322 internal_weight=0 379.655 119.139 internal_count=2813 2357 456 is_linear=0 shrinkage=0.000301884 Tree=859 num_leaves=4 num_cat=0 split_feature=4 15 49 split_gain=35.5686 30.6919 20.3746 threshold=0.11321500000000001 0.085260000000000016 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.874576120936569e-05 0.0006713609720948074 -0.00061667141378298992 -0.0002732581559140883 leaf_weight=265.71619795635343 80.156720325350761 73.794448539614677 22.133022606372833 leaf_count=1547 348 810 108 internal_value=0 -0.000119392 0.000466955 internal_weight=0 339.511 102.29 internal_count=2813 2357 456 is_linear=0 shrinkage=0.000871738 Tree=860 num_leaves=4 num_cat=0 split_feature=1 3 40 split_gain=65.7912 38.6331 23.2127 threshold=0.10437000000000002 -0.11516999999999998 -0.012844999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012153571259019434 0.00027073706578905726 -0.00011580557392326633 6.2364106904142427e-05 leaf_weight=57.256611697375774 52.053838156163692 273.90066076815128 126.99424682557583 leaf_count=212 185 2045 472 internal_value=0 -7.4765e-05 0.000122966 internal_weight=0 331.157 179.048 internal_count=2914 2257 657 is_linear=0 shrinkage=0.000262808 Tree=861 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=39.4573 36.3286 22.8213 threshold=0.10495000000000002 -0.11516999999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043077709971562912 0.0004737979178588829 -0.00034146935495073618 -0.00044200657206870219 leaf_weight=54.312097746878862 128.74703453108668 245.78469856642187 23.487004734575748 leaf_count=216 561 2055 82 internal_value=0 -0.000201688 0.000332468 internal_weight=0 300.097 152.234 internal_count=2914 2271 643 is_linear=0 shrinkage=0.000854645 Tree=862 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=67.8678 41.7357 24.0948 threshold=0.10437000000000002 -0.11516999999999998 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015949686770139602 0.00022545183638939095 -0.0001489687710031262 -4.9016133361835267e-05 leaf_weight=56.63680412992835 132.80452329665422 270.25173544511199 45.965403035283089 leaf_count=212 483 2045 174 internal_value=0 -9.55177e-05 0.000154883 internal_weight=0 326.889 178.77 internal_count=2914 2257 657 is_linear=0 shrinkage=0.000326769 Tree=863 num_leaves=4 num_cat=0 split_feature=39 13 43 split_gain=55.4832 62.1172 21.3809 threshold=0.0047850000000000011 -0.098749999999999991 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017643142184208807 0.00024766770238419087 -0.00010394907547012718 -5.9637511441479233e-05 leaf_weight=75.763096567243338 79.304170049726963 325.21219678968191 22.627191223204136 leaf_count=286 257 2278 93 internal_value=0 -5.09661e-05 0.000179452 internal_weight=0 400.975 101.931 internal_count=2914 2564 350 is_linear=0 shrinkage=0.000278894 Tree=864 num_leaves=4 num_cat=0 split_feature=50 3 123 split_gain=40.7318 39.8108 24.8236 threshold=0.086500000000000007 -0.10072999999999999 0.083795000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057013337636053422 -0.00088289981075034645 -4.909301959704328e-05 0.00071843571888948799 leaf_weight=91.448451820760965 47.10577349178493 299.34099731594324 7.568873479962348 leaf_count=346 504 1978 25 internal_value=0 9.58326e-05 -0.000661046 internal_weight=0 390.789 54.6746 internal_count=2853 2324 529 is_linear=0 shrinkage=0.000821458 Tree=865 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=58.349 46.2921 44.4023 threshold=0.080070000000000016 -0.060944999999999992 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015048677839714917 -0.00015291332473616322 0.00011193899648608958 -0.00019320430495719184 leaf_weight=197.33605089783669 197.86176950484514 65.70940937101841 32.752037137746811 leaf_count=661 1804 263 125 internal_value=0 -8.68812e-05 0.000101552 internal_weight=0 263.571 230.088 internal_count=2853 2067 786 is_linear=0 shrinkage=0.000273426 Tree=866 num_leaves=4 num_cat=0 split_feature=15 155 48 split_gain=38.269 38.1197 31.9994 threshold=0.079360000000000014 0.088505000000000014 0.096245000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019994100236759741 -0.00059857923592260883 -0.00089529945135132069 0.00082567726496569492 leaf_weight=323.13177596963942 88.884061770513654 21.996490232646465 11.545212313532828 leaf_count=1648 1005 170 30 internal_value=0 0.000130091 -0.000434723 internal_weight=0 345.128 100.429 internal_count=2853 1818 1035 is_linear=0 shrinkage=0.000805351 Tree=867 num_leaves=4 num_cat=0 split_feature=15 155 48 split_gain=36.8723 36.7626 30.891 threshold=0.079360000000000014 0.088505000000000014 0.096245000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018798421905680704 -0.00056828708237803083 -0.00085184674272830829 0.00078281774928145665 leaf_weight=322.93243350088596 87.978716026991606 21.725681578740478 11.443356052041052 leaf_count=1648 1005 170 30 internal_value=0 0.000122394 -0.000412656 internal_weight=0 344.658 99.4221 internal_count=2853 1818 1035 is_linear=0 shrinkage=0.000774078 Tree=868 num_leaves=4 num_cat=0 split_feature=4 403 4 split_gain=39.0821 31.8855 5.23333 threshold=0.28937500000000005 -1.0000000180025095e-35 0.41738500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007832651709492012 0.0010410819201230042 7.6535066623149975e-06 0.00048689425468413471 leaf_weight=52.89595015719533 22.3771598264575 318.8750275503844 47.27989473938942 leaf_count=652 81 1880 240 internal_value=0 -0.000104914 0.000665162 internal_weight=0 371.771 69.6571 internal_count=2853 2532 321 is_linear=0 shrinkage=0.000943597 Tree=869 num_leaves=4 num_cat=0 split_feature=4 12 4 split_gain=68.6288 45.3093 4.11877 threshold=0.28937500000000005 0.082095000000000015 0.41738500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0511223459563948e-05 0.00026110514981971488 -0.00010207593845776052 0.00015368270734970435 leaf_weight=180.05522485822439 27.109662413597107 234.53101534768939 60.596664927899837 leaf_count=559 81 1973 240 internal_value=0 -3.58079e-05 0.000186936 internal_weight=0 414.586 87.7063 internal_count=2853 2532 321 is_linear=0 shrinkage=0.000228791 Tree=870 num_leaves=4 num_cat=0 split_feature=4 12 49 split_gain=38.2487 38.4095 15.9933 threshold=0.11321500000000001 0.082095000000000015 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017867927356308438 0.00059736150143632218 -0.0003793129534787458 -0.00021919850761518286 leaf_weight=154.46054878085852 86.139433562755585 180.50547057017684 19.919242277741432 leaf_count=513 383 1862 95 internal_value=0 -0.000122014 0.000443989 internal_weight=0 334.966 106.059 internal_count=2853 2375 478 is_linear=0 shrinkage=0.000821458 Tree=871 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=70.4232 38.797 31.0662 threshold=0.10100500000000003 -0.11327499999999999 0.27822500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013447070484630351 0.00018147114284538778 -0.00012945387059923305 -0.00014193317053803463 leaf_weight=54.957870490849018 170.27033238112926 250.24611272662878 27.972743257880211 leaf_count=194 585 1936 138 internal_value=0 -8.19237e-05 0.000135828 internal_weight=0 305.204 198.243 internal_count=2853 2130 723 is_linear=0 shrinkage=0.000284472 Tree=872 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=32.5329 34.9415 6.79635 threshold=1.0000000180025095e-35 -0.24242999999999995 0.097070000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080698905632451052 0.00015665590621993458 -0.00021020228824722751 0.00092235386017652278 leaf_weight=35.909214988350868 15.783765390515326 345.82587827555835 38.292325094342232 leaf_count=138 44 2450 191 internal_value=0 -0.000114481 0.000698996 internal_weight=0 381.735 54.0761 internal_count=2823 2588 235 is_linear=0 shrinkage=0.000981718 Tree=873 num_leaves=4 num_cat=0 split_feature=12 4 1 split_gain=56.3118 50.9779 32.6252 threshold=0.040165000000000006 0.14953500000000003 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010577246342814623 -0.00015394250252578272 0.00017262292316124977 0.00016205356409400596 leaf_weight=48.951292887330055 217.36396925523877 49.373140282928944 175.6829701885581 leaf_count=176 1885 176 586 internal_value=0 -9.34871e-05 0.000103686 internal_weight=0 266.737 224.634 internal_count=2823 2061 762 is_linear=0 shrinkage=0.000290162 Tree=874 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=32.0826 46.6327 threshold=-1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00089297383638599879 -0.0003576108687657307 0.00015879786822372202 leaf_weight=21.512276537716389 173.09236580319703 240.77884503267705 leaf_count=85 1443 1295 internal_value=0 -5.71851e-05 internal_weight=0 413.871 internal_count=2823 2738 is_linear=0 shrinkage=0.0007589 Tree=875 num_leaves=4 num_cat=0 split_feature=160 52 52 split_gain=31.572 34.8981 1.66937 threshold=-0.40187499999999993 -0.41694999999999993 0.28251000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065735640150182647 -0.00081002622019254024 0.00011007094892281281 -0.0011653574936920357 leaf_weight=6.7356741726398495 31.296212531626225 381.60636094026268 14.561105936765669 leaf_count=67 274 2319 163 internal_value=0 4.02974e-05 -0.00100542 internal_weight=0 412.903 21.2968 internal_count=2823 2593 230 is_linear=0 shrinkage=0.000837887 Tree=876 num_leaves=4 num_cat=0 split_feature=52 1213 158 split_gain=50.8603 38.3012 1.7001 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.22670999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084050859887152888 -0.00080460906385019821 0.00013470628362522588 -0.0012434291766606725 leaf_weight=34.785619411617517 10.440463639795778 373.88196310214698 22.094303417950869 leaf_count=430 99 2116 223 internal_value=0 5.1661e-05 -0.00110317 internal_weight=0 408.668 32.5348 internal_count=2868 2546 322 is_linear=0 shrinkage=0.000889172 Tree=877 num_leaves=4 num_cat=0 split_feature=52 1213 158 split_gain=49.2584 37.0701 1.71037 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.22670999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075577286501353014 -0.00071806713098224964 0.00011928847613544676 -0.0011187061953409824 leaf_weight=34.259047273546457 10.359472369775174 373.82853296026587 21.747710296884179 leaf_count=430 99 2116 223 internal_value=0 4.5795e-05 -0.000989942 internal_weight=0 408.088 32.1072 internal_count=2868 2546 322 is_linear=0 shrinkage=0.000805351 Tree=878 num_leaves=4 num_cat=0 split_feature=159 15 50 split_gain=55.4997 46.5318 3.75452 threshold=-1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027071021229595985 0.00030513278469211874 -1.0612654972441008e-05 -0.00046409915913199625 leaf_weight=33.812477108091116 47.656129218637943 394.58762166276574 12.621585827320812 leaf_count=364 202 2202 100 internal_value=0 2.34237e-05 -0.000323446 internal_weight=0 442.244 46.4341 internal_count=2868 2404 464 is_linear=0 shrinkage=0.000301884 Tree=879 num_leaves=4 num_cat=0 split_feature=159 1 39 split_gain=48.1594 36.4346 4.39877 threshold=-1.0000000180025095e-35 0.13130500000000003 0.084075000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011131573441695375 -3.8205630453626578e-05 0.00082522485126934066 -0.00024155154847172933 leaf_weight=35.066559985280037 351.79426817595959 47.448813170194626 5.7844745069742194 leaf_count=442 2195 209 22 internal_value=0 6.4445e-05 -0.000989909 internal_weight=0 399.243 40.851 internal_count=2868 2404 464 is_linear=0 shrinkage=0.000925095 Tree=880 num_leaves=4 num_cat=0 split_feature=52 2 16 split_gain=36.1738 41.0422 3.84804 threshold=-0.41694999999999993 0.088260000000000019 0.26829500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000346524660947054 -0.0002523722089669374 0.00027013234804122515 -0.0010119289311948977 leaf_weight=7.4681612234562662 165.82075061090291 236.60541542619467 23.309216432273388 leaf_count=87 1344 1246 197 internal_value=0 5.48312e-05 -0.000850783 internal_weight=0 402.426 30.7774 internal_count=2874 2590 284 is_linear=0 shrinkage=0.000805351 Tree=881 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=54.8713 44.4341 40.6109 threshold=0.080070000000000016 0.14824000000000001 -0.17549499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015563028273079347 0.00014713281802027745 -0.00022788225726053221 -0.00015907361304704829 leaf_weight=198.12940898537636 48.739032410085201 31.957577623426914 207.3049368262291 leaf_count=671 190 127 1886 internal_value=0 0.000102348 -0.000100779 internal_weight=0 230.087 256.044 internal_count=2874 798 2076 is_linear=0 shrinkage=0.000301884 Tree=882 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=50.9486 42.7088 42.1943 threshold=0.080070000000000016 0.14824000000000001 -0.17549499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001428485098673284 0.00014605537291262368 -0.00020997524063974296 -0.00014665930695393842 leaf_weight=197.98324585705996 49.248976290225983 32.274691544473171 208.537911798805 leaf_count=671 190 127 1886 internal_value=0 9.33808e-05 -9.07309e-05 internal_weight=0 230.258 257.787 internal_count=2874 798 2076 is_linear=0 shrinkage=0.000284472 Tree=883 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=48.6784 40.4772 40.0378 threshold=0.080070000000000016 0.14824000000000001 -0.17549499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001624623319178639 0.00016580917449130148 -0.00023268444189415732 -0.00016447132678215653 leaf_weight=196.94047626852989 48.488210417330265 32.189802870154381 204.08555935695767 leaf_count=671 190 127 1886 internal_value=0 0.000106935 -0.000101058 internal_weight=0 229.13 252.574 internal_count=2874 798 2076 is_linear=0 shrinkage=0.000326769 Tree=884 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=61.6302 47.7413 27.4989 threshold=0.10290000000000001 -0.12032499999999997 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001666462011511324 0.00017560671505128912 -0.00012797845601465152 -0.00013143889049086908 leaf_weight=53.905341580510139 159.72506800293922 254.89583517983556 27.682427510619164 leaf_count=186 571 1989 133 internal_value=0 -7.65407e-05 0.000130243 internal_weight=0 308.801 187.407 internal_count=2879 2175 704 is_linear=0 shrinkage=0.000284472 Tree=885 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=69.0517 57.5476 27.5983 threshold=0.10290000000000001 -0.12032499999999997 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018460727392028607 0.00017763384275818557 -0.00013346638145511955 -0.00012548428618696416 leaf_weight=53.331850349903107 162.53760955482721 259.20332953333855 27.271116375923157 leaf_count=186 571 1989 133 internal_value=0 -7.91815e-05 0.000134075 internal_weight=0 312.535 189.809 internal_count=2879 2175 704 is_linear=0 shrinkage=0.000278894 Tree=886 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=57.6924 50.3411 25.5989 threshold=0.10290000000000001 -0.12032499999999997 0.26746000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019566925089102054 0.00019010960781600108 -0.0001401288510832553 -0.00014238637736892082 leaf_weight=53.336312133818865 156.17577540874481 252.26434057578444 26.74000134691596 leaf_count=186 571 1989 133 internal_value=0 -8.15136e-05 0.000141493 internal_weight=0 305.601 182.916 internal_count=2879 2175 704 is_linear=0 shrinkage=0.00031408 Tree=887 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=35.2531 28.0351 22.4258 threshold=0.10290000000000001 0.062580000000000011 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025559819963611699 9.499534654723902e-05 0.00051631630021087955 0.0007233659689367221 leaf_weight=248.25037364847958 109.63354001566768 33.243069387972355 52.282129548490047 leaf_count=2086 467 89 237 internal_value=0 -0.00016441 0.000297956 internal_weight=0 281.493 161.916 internal_count=2879 2175 704 is_linear=0 shrinkage=0.00078956 Tree=888 num_leaves=4 num_cat=0 split_feature=3 11 123 split_gain=35.6268 61.0345 44.4418 threshold=-0.10072999999999999 0.08184000000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077132389339361123 -0.00022331768526602169 -0.00044923784386073694 0.00051586556275118312 leaf_weight=72.858233597129583 279.19815388508141 32.910248965024948 53.663188144564629 leaf_count=260 2193 160 225 internal_value=0 0.000391529 -0.000104125 internal_weight=0 105.768 332.861 internal_count=2838 420 2418 is_linear=0 shrinkage=0.00074402 Tree=889 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=34.7877 54.0444 2.045 threshold=-0.4290699999999999 -0.060324999999999997 0.40737000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005113035897023725 -9.4311809356172237e-05 0.00052945303541335079 -0.00093873535472973626 leaf_weight=9.9380642212927359 299.75613155961037 109.0980076380074 18.801693469285965 leaf_count=111 2189 385 153 internal_value=0 7.21496e-05 -0.000791369 internal_weight=0 408.854 28.7398 internal_count=2838 2574 264 is_linear=0 shrinkage=0.0007589 Tree=890 num_leaves=4 num_cat=0 split_feature=52 0 51 split_gain=41.8771 61.2814 1.68097 threshold=-0.4290699999999999 -0.060324999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040520604896984871 -3.9849111267412971e-05 0.00023277664146092268 -0.00024421067855250072 leaf_weight=21.937361858785152 337.19587465375662 119.12723074108362 10.294103376567362 leaf_count=186 2189 385 78 internal_value=0 3.1329e-05 -0.000353962 internal_weight=0 456.323 32.2315 internal_count=2838 2574 264 is_linear=0 shrinkage=0.000326769 Tree=891 num_leaves=4 num_cat=0 split_feature=52 0 16 split_gain=33.8291 51.997 2.03813 threshold=-0.4290699999999999 -0.060324999999999997 0.40737000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005262511035835116 -9.5929725354660012e-05 0.00054109621972289095 -0.00097233792437850569 leaf_weight=9.8732478953897971 300.33533717133105 108.80126756057143 18.509348206222057 leaf_count=111 2189 385 153 internal_value=0 7.34913e-05 -0.000817619 internal_weight=0 409.137 28.3826 internal_count=2838 2574 264 is_linear=0 shrinkage=0.00078956 Tree=892 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=42.8746 36.4981 3.67673 threshold=0.12313000000000002 -0.10072999999999999 0.14280500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043450388554506288 0.00059041090994251433 -0.00037919352027871573 0.0011415632514032116 leaf_weight=89.044557631015778 35.715900026261806 276.72656250745058 25.350219547748566 leaf_count=373 167 2182 108 internal_value=0 -0.000181092 0.000819495 internal_weight=0 365.771 61.0661 internal_count=2830 2555 275 is_linear=0 shrinkage=0.00110557 Tree=893 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=62.6147 69.3631 42.5084 threshold=0.077800000000000022 -0.059114999999999994 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023620769358860452 -0.00025303294339375459 0.00014975861541473837 9.2677521183594987e-05 leaf_weight=124.44183230027556 26.87583139538765 43.349573757499456 283.71328129246831 leaf_count=1341 133 153 1203 internal_value=0 -0.000136486 6.27489e-05 internal_weight=0 167.791 310.589 internal_count=2830 1494 1336 is_linear=0 shrinkage=0.000262808 Tree=894 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=60.4988 67.1682 41.5977 threshold=0.077800000000000022 -0.059114999999999994 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025445044398713485 -0.00027564330354933563 0.00015512551787361982 9.6418074058930183e-05 leaf_weight=124.13023115321994 26.584289960563183 43.831113766878843 283.08133314177394 leaf_count=1341 133 153 1203 internal_value=0 -0.000147562 6.44622e-05 internal_weight=0 167.961 309.666 internal_count=2830 1494 1336 is_linear=0 shrinkage=0.000284472 Tree=895 num_leaves=4 num_cat=0 split_feature=1 48 2 split_gain=41.8351 35.803 3.65443 threshold=0.12313000000000002 0.11928500000000002 0.14280500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9892329018080194e-05 0.00050882438674215713 -0.0018010133371198134 0.00098868684089947561 leaf_weight=354.91850847192109 35.682312309741974 11.824510555714367 25.094440020620823 leaf_count=2488 167 67 108 internal_value=0 -0.000154831 0.000707206 internal_weight=0 366.743 60.7768 internal_count=2830 2555 275 is_linear=0 shrinkage=0.000962469 Tree=896 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=34.0235 44.4703 24.2112 threshold=-1.0000000180025095e-35 0.3935300000000001 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039436061564830253 0.00019479362307115106 -0.00075413221596081848 -0.0009168949324170145 leaf_weight=12.935979176312683 344.64113115333021 38.530979722738266 41.781303890049458 leaf_count=72 1942 270 589 internal_value=0 9.93388e-05 -0.000606865 internal_weight=0 383.172 54.7173 internal_count=2873 2212 661 is_linear=0 shrinkage=0.000837887 Tree=897 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=57.1518 37.2498 30.1267 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002246697617194226 0.00012340508268550798 -0.00014260329618109139 1.113429763937478e-05 leaf_weight=106.21983275562525 56.193798437714577 209.53903765231371 116.7735767364502 leaf_count=387 240 1878 368 internal_value=0 -8.63464e-05 0.000112859 internal_weight=0 265.733 222.993 internal_count=2873 2118 755 is_linear=0 shrinkage=0.000290162 Tree=898 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=33.0431 42.7764 23.6464 threshold=-1.0000000180025095e-35 0.3935300000000001 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039951571265733763 0.0001983010612352051 -0.00077232572350356275 -0.0009493290067372754 leaf_weight=12.979685626924036 345.23581695556641 38.316437654197216 41.174386257305741 leaf_count=72 1942 270 589 internal_value=0 0.000101303 -0.00062601 internal_weight=0 383.552 54.1541 internal_count=2873 2212 661 is_linear=0 shrinkage=0.000871738 Tree=899 num_leaves=4 num_cat=0 split_feature=12 13 13 split_gain=55.897 38.3256 30.8993 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019295572328402669 0.00010806756965335607 -0.00012473070733386494 5.77482308704541e-06 leaf_weight=107.26784998178482 57.213805716484785 213.30578937008977 118.35192734748125 leaf_count=387 240 1878 368 internal_value=0 -7.54907e-05 9.47762e-05 internal_weight=0 270.52 225.62 internal_count=2873 2118 755 is_linear=0 shrinkage=0.000252603 Tree=900 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=33.4093 39.5758 6.96463 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.054204999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045708670336658464 0.00093549047443765873 -0.00028766239270413792 0.00013730985374925289 leaf_weight=95.542311124503613 41.548965692520142 284.67476502247155 14.897238828241823 leaf_count=399 175 2199 63 internal_value=0 -0.000100506 0.000724953 internal_weight=0 380.217 56.4462 internal_count=2836 2598 238 is_linear=0 shrinkage=0.00100135 Tree=901 num_leaves=4 num_cat=0 split_feature=484 1 2 split_gain=33.1952 33.3902 8.97594 threshold=-0.0048899999999999994 0.12856000000000004 0.11199500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00092520263898305329 -1.0737583652731902e-05 0.00071637922508469617 -7.7723801895214606e-05 leaf_weight=30.279387855902314 345.00834439136088 48.603809870779514 11.690973877906798 leaf_count=386 2181 216 53 internal_value=0 7.90783e-05 -0.000689277 internal_weight=0 393.612 41.9704 internal_count=2836 2397 439 is_linear=0 shrinkage=0.000821458 Tree=902 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=52.2321 61.7177 26.8103 threshold=0.0095750000000000019 -0.23438999999999996 0.093190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029536298441860259 -9.6115370096421415e-05 -7.9384024340863713e-05 0.00026589040532183178 leaf_weight=37.813933864235878 20.264581389725208 354.34617321565747 73.940122455358505 leaf_count=123 66 2389 258 internal_value=0 -4.32365e-05 0.000188015 internal_weight=0 392.16 94.2047 internal_count=2836 2512 324 is_linear=0 shrinkage=0.000278894 Tree=903 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=53.6381 62.2347 26.1526 threshold=0.0095750000000000019 -0.23438999999999996 0.094090000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028479921236990933 -8.1795943096261864e-05 -7.6685875976644332e-05 0.00025676613331329694 leaf_weight=37.824347130954266 21.035610623657703 357.84439425170422 74.178879931569099 leaf_count=123 67 2389 257 internal_value=0 -4.21173e-05 0.000181967 internal_weight=0 395.669 95.2145 internal_count=2836 2512 324 is_linear=0 shrinkage=0.000268065 Tree=904 num_leaves=4 num_cat=0 split_feature=12 16 49 split_gain=65.3611 35.9303 35.2181 threshold=0.079570000000000016 0.16180500000000003 -0.028049999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013359840645800586 0.00010024187974569199 -0.00017629369224610235 -0.000154932292417741 leaf_weight=204.67579656094313 48.380965448915958 30.933904886245728 197.37150859460235 leaf_count=680 177 120 1883 internal_value=0 9.29008e-05 -0.000104693 internal_weight=0 235.61 245.752 internal_count=2860 800 2060 is_linear=0 shrinkage=0.000268065 Tree=905 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=36.6262 34.5474 30.1888 threshold=0.083325000000000024 -0.028049999999999995 0.16180500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029834615497953231 0.00034288080964354762 -0.00042893086063411627 -0.00052498079744651516 leaf_weight=192.56508541107178 44.002681337296963 165.03690494596958 30.959788575768471 leaf_count=746 166 1823 125 internal_value=0 -0.000266449 0.000184274 internal_weight=0 209.04 223.525 internal_count=2860 1989 871 is_linear=0 shrinkage=0.000774078 Tree=906 num_leaves=4 num_cat=0 split_feature=12 16 49 split_gain=61.002 36.2023 32.9468 threshold=0.079570000000000016 0.16180500000000003 -0.028049999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013369953942136365 9.8042547321473971e-05 -0.00019045421459621328 -0.00015955834892719328 leaf_weight=201.71901817619801 48.062279023230076 30.886803448200226 196.29709518328309 leaf_count=680 177 120 1883 internal_value=0 9.06444e-05 -0.000108888 internal_weight=0 232.606 244.359 internal_count=2860 800 2060 is_linear=0 shrinkage=0.000278894 Tree=907 num_leaves=4 num_cat=0 split_feature=12 16 49 split_gain=60.1529 40.1886 30.4387 threshold=0.079570000000000016 0.16180500000000003 -0.028049999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010113712572336915 5.303559329566023e-05 -0.00027084749241991713 -0.00021060297512399533 leaf_weight=189.0101106390357 48.608028754591942 30.759856589138508 222.86057166755199 leaf_count=680 177 120 1883 internal_value=0 4.90537e-05 -0.000163397 internal_weight=0 219.77 271.469 internal_count=2860 800 2060 is_linear=0 shrinkage=0.000301884 Tree=908 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=53.7699 43.8459 27.854 threshold=0.083325000000000024 -0.028049999999999995 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013310244809944539 0.00015067783308709678 -0.00015686795938894309 -0.00022995918761077114 leaf_weight=218.33558350428939 51.00245825201273 198.93509168177843 20.207201480865479 leaf_count=731 174 1828 100 internal_value=0 -9.41032e-05 0.000102331 internal_weight=0 249.938 238.543 internal_count=2833 2002 831 is_linear=0 shrinkage=0.000295965 Tree=909 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=51.0142 42.2452 27.3152 threshold=0.083325000000000024 -0.028049999999999995 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014515024007137573 0.0001642904168100013 -0.00017071147133096648 -0.00025294604853954103 leaf_weight=215.61859685927629 50.619503542780876 194.90323676541448 20.10392002388835 leaf_count=731 174 1828 100 internal_value=0 -0.000101637 0.00011118 internal_weight=0 245.523 235.723 internal_count=2833 2002 831 is_linear=0 shrinkage=0.000326769 Tree=910 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=56.6976 43.0833 28.917 threshold=0.083325000000000024 -0.028049999999999995 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011670747180743632 0.00012467390676506682 -0.00013522089851093864 -0.00019717456729177374 leaf_weight=219.40284675732255 51.16463603079319 198.7264244556427 20.458798184990883 leaf_count=731 174 1828 100 internal_value=0 -8.20026e-05 8.99216e-05 internal_weight=0 249.891 239.862 internal_count=2833 2002 831 is_linear=0 shrinkage=0.000252603 Tree=911 num_leaves=4 num_cat=0 split_feature=50 1 12 split_gain=40.9943 32.6938 20.8265 threshold=0.088385000000000005 0.077020000000000019 -0.077709999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024756191194224474 0.00068266070806293519 0.00031453186180507441 -0.00098525422451794685 leaf_weight=137.84447102621198 7.4338782131671897 247.59269921854138 45.820400988683105 leaf_count=1262 26 1056 489 internal_value=0 0.000113507 -0.000752265 internal_weight=0 385.437 53.2543 internal_count=2833 2318 515 is_linear=0 shrinkage=0.000925095 Tree=912 num_leaves=4 num_cat=0 split_feature=12 43 130 split_gain=53.4169 43.5118 40.4012 threshold=0.040165000000000006 -0.048759999999999991 -0.082549999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025395402708018773 0.00031766243553677138 -1.5060845588848357e-05 -0.00014255767617763171 leaf_weight=89.796480044722557 18.707966659218073 140.52068746834993 242.54582785815001 leaf_count=283 79 493 1982 internal_value=0 8.98355e-05 -0.000109581 internal_weight=0 230.317 261.254 internal_count=2837 776 2061 is_linear=0 shrinkage=0.000301884 Tree=913 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=51.8838 45.0175 7.77413 threshold=1.0000000180025095e-35 -0.076549999999999993 0.084700000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002536060133326338 0.00012317300275753286 -8.0551646021071959e-05 0.00031659092109756205 leaf_weight=35.656138498336077 34.725677601993084 381.70166140422225 32.661863349378109 leaf_count=129 126 2468 114 internal_value=0 -5.19933e-05 0.000216983 internal_weight=0 417.358 67.3875 internal_count=2837 2597 240 is_linear=0 shrinkage=0.000284472 Tree=914 num_leaves=4 num_cat=0 split_feature=12 43 130 split_gain=54.8704 43.6644 39.8532 threshold=0.040165000000000006 -0.048759999999999991 -0.082549999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024929576420438892 0.00030996855936298083 -1.5122536028160901e-05 -0.00014255368194898092 leaf_weight=89.500317193567753 18.322544481605291 140.65837010741234 241.85316302999854 leaf_count=283 79 493 1982 internal_value=0 8.77122e-05 -0.000110665 internal_weight=0 230.159 260.176 internal_count=2837 776 2061 is_linear=0 shrinkage=0.000295965 Tree=915 num_leaves=4 num_cat=0 split_feature=123 130 43 split_gain=36.4857 42.4974 8.63251 threshold=1.0000000180025095e-35 -0.076549999999999993 -0.057994999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078996516530257231 0.00078194384062309718 -0.0002292892837531549 3.4538625746499938e-05 leaf_weight=32.677313409745693 42.864542111754417 346.79951269179583 15.322267621755598 leaf_count=129 177 2468 63 internal_value=0 -0.000141484 0.000585206 internal_weight=0 379.477 58.1868 internal_count=2837 2597 240 is_linear=0 shrinkage=0.000854645 Tree=916 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=40.4021 37.5795 6.6818 threshold=0.121715 0.095595000000000013 -0.060059999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8810002474894189e-05 0.00092758400761050702 -0.00080786719663797238 0.00035945379119641744 leaf_weight=298.76461597532034 30.101225413382053 59.524504417553544 39.272139854729176 leaf_count=2003 156 524 145 internal_value=0 -0.000149936 0.000606154 internal_weight=0 358.289 69.3734 internal_count=2828 2527 301 is_linear=0 shrinkage=0.000906956 Tree=917 num_leaves=4 num_cat=0 split_feature=12 16 13 split_gain=61.3284 43.092 32.9203 threshold=0.078300000000000008 -0.18484999999999999 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021779635107215537 0.00013975663322845553 -0.00016563422730624699 -6.1183274743446576e-06 leaf_weight=106.34508416056633 47.997381530702114 204.97170782461762 115.10467202216387 leaf_count=389 187 1879 373 internal_value=0 -0.000107684 0.00010142 internal_weight=0 252.969 221.45 internal_count=2828 2066 762 is_linear=0 shrinkage=0.000290162 Tree=918 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=59.4163 43.9379 34.0368 threshold=0.078300000000000008 0.12545500000000001 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021651879250270099 -0.00014321085707666361 0.0002841795545505277 -1.0321154248813094e-05 leaf_weight=107.51808793097734 232.71412852779031 22.164721317589283 115.51112871617079 leaf_count=389 2002 64 373 internal_value=0 -0.000106026 9.90432e-05 internal_weight=0 254.879 223.029 internal_count=2828 2066 762 is_linear=0 shrinkage=0.000290162 Tree=919 num_leaves=4 num_cat=0 split_feature=12 1 13 split_gain=66.6208 44.7934 32.2055 threshold=0.078300000000000008 0.12545500000000001 -0.00027999999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022689246769552263 -0.00015364592754594947 0.00029368734495753427 -8.9744001632483245e-07 leaf_weight=109.3821432441473 236.50715222209692 22.308115914463997 117.11840929836035 leaf_count=389 2002 64 373 internal_value=0 -0.00011507 0.000109117 internal_weight=0 258.815 226.501 internal_count=2828 2066 762 is_linear=0 shrinkage=0.000301884 Tree=920 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=48.4492 39.0804 6.77055 threshold=0.28937500000000005 0.084225000000000008 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7816503116896136e-05 7.6976123348677534e-05 -0.00014073564040328193 0.00028905602933268531 leaf_weight=197.51014137268066 21.261018618941307 209.78579706698656 56.667102351784706 leaf_count=717 71 1824 238 internal_value=0 -4.44535e-05 0.000231228 internal_weight=0 407.296 77.9281 internal_count=2850 2541 309 is_linear=0 shrinkage=0.000320362 Tree=921 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=56.0623 36.8503 27.6616 threshold=0.083325000000000024 -0.030749999999999996 0.11015500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013725508769720621 0.00012219282402090544 -0.00015569666636372769 -0.0001368485821486761 leaf_weight=208.40581647306681 50.410131759941578 197.66483775153756 36.397162914276123 leaf_count=716 176 1822 136 internal_value=0 -9.9223e-05 9.6494e-05 internal_weight=0 248.075 244.803 internal_count=2850 1998 852 is_linear=0 shrinkage=0.000290162 Tree=922 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=54.7889 38.0993 6.54139 threshold=0.27258000000000004 0.084225000000000008 -0.10131499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3726569860150781e-05 0.00012005088155584019 -0.00012393933424338955 0.00027245975973767567 leaf_weight=194.78837196901441 40.900399178266525 211.12748386338353 43.485088624060154 leaf_count=713 145 1813 179 internal_value=0 -4.34826e-05 0.000198633 internal_weight=0 405.916 84.3855 internal_count=2850 2526 324 is_linear=0 shrinkage=0.000273426 Tree=923 num_leaves=4 num_cat=0 split_feature=1456 403 12 split_gain=38.5739 31.7184 0.701334 threshold=-1.0000000180025095e-35 -0.092224999999999988 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015712374669477269 -0.0010233258951511202 0.00013421962268464168 -0.0011708096716162564 leaf_weight=6.6279831081628826 26.320288386195898 395.55120283551514 16.743066376075149 leaf_count=37 337 2251 225 internal_value=0 6.19581e-05 -0.00128556 internal_weight=0 421.871 23.371 internal_count=2850 2588 262 is_linear=0 shrinkage=0.00102138 Tree=924 num_leaves=4 num_cat=0 split_feature=13 40 0 split_gain=40.9716 41.1123 6.55742 threshold=-0.15314999999999998 -0.074429999999999982 -0.14136999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024045305234250092 0.00063779496401602251 -0.00026075640557605804 0.00092385256679817986 leaf_weight=17.604092553257942 50.149215959012508 331.69244260154665 37.94854523986578 leaf_count=71 200 2422 137 internal_value=0 -0.000142719 0.000707447 internal_weight=0 381.842 55.5526 internal_count=2830 2622 208 is_linear=0 shrinkage=0.000925095 Tree=925 num_leaves=4 num_cat=0 split_feature=1 150 16 split_gain=66.9033 36.7304 17.5931 threshold=0.10437000000000002 0.082085000000000019 0.083165000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014543852505801737 0.00019631357129910187 0.00011949100476459035 -5.1017432328914221e-05 leaf_weight=254.82658891007304 134.56776539236307 61.599912695586681 34.188964027911425 leaf_count=1988 482 212 148 internal_value=0 -9.38596e-05 0.000146206 internal_weight=0 316.427 168.757 internal_count=2830 2200 630 is_linear=0 shrinkage=0.000307922 Tree=926 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=63.5689 45.2156 27.7969 threshold=0.10100500000000003 -0.12032499999999997 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015698695687243322 -0.00019664695931303895 -0.00013581977470892217 0.00015645344980319594 leaf_weight=49.194200299680233 19.307818979024887 246.46443194895983 168.97138621658087 leaf_count=171 106 1945 608 internal_value=0 -8.70931e-05 0.000120227 internal_weight=0 295.659 188.279 internal_count=2830 2116 714 is_linear=0 shrinkage=0.000278894 Tree=927 num_leaves=4 num_cat=0 split_feature=1 150 47 split_gain=68.5266 44.6691 24.0833 threshold=0.10437000000000002 0.082085000000000019 0.084695000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012200261794727361 0.00017196128197044806 0.00011181365225025178 -4.1229750317602308e-05 leaf_weight=258.15636716783047 127.31049936264753 62.164331130683422 43.626138992607594 leaf_count=1988 462 212 168 internal_value=0 -7.66222e-05 0.000117553 internal_weight=0 320.321 170.937 internal_count=2830 2200 630 is_linear=0 shrinkage=0.00024765 Tree=928 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=54.5556 49.8832 33.6945 threshold=0.083325000000000024 -0.028049999999999995 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015158736323305505 0.00017162806101562672 -0.00016571392267766466 -0.00018783764043817848 leaf_weight=209.90881852060556 52.158802062273026 204.29479344189167 31.934119991958141 leaf_count=707 175 1831 121 internal_value=0 -9.7096e-05 0.000106757 internal_weight=0 256.454 241.843 internal_count=2834 2006 828 is_linear=0 shrinkage=0.000307922 Tree=929 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=50.6579 49.3336 32.6339 threshold=0.10100500000000003 -0.11516999999999998 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001780969222621347 0.00019112255207949912 -0.00013513306883619329 -0.00010621636387206361 leaf_weight=56.503558821976185 147.31811406463385 242.11911919340491 43.578408960253 leaf_count=197 533 1921 183 internal_value=0 -7.5858e-05 0.000123241 internal_weight=0 298.623 190.897 internal_count=2834 2118 716 is_linear=0 shrinkage=0.000301884 Tree=930 num_leaves=4 num_cat=0 split_feature=4 12 3 split_gain=48.5277 38.5434 7.13672 threshold=0.28937500000000005 0.083325000000000024 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.775402059222188e-05 0.00026117077456649267 -0.00011444196422974529 8.2668078863904219e-05 leaf_weight=185.60365771874785 53.144766807556152 222.0498034209013 25.948705196380615 leaf_count=600 189 1934 111 internal_value=0 -3.60425e-05 0.000202642 internal_weight=0 407.653 79.0935 internal_count=2834 2534 300 is_linear=0 shrinkage=0.000278894 Tree=931 num_leaves=4 num_cat=0 split_feature=147 123 150 split_gain=34.0565 35.7978 8.76779 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.10233000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001505489398848363 0.00030197136616434087 0.00048411623593543009 0.00091660101648865719 leaf_weight=339.36094467900693 27.651834212243557 54.922492228448391 22.337675288319588 leaf_count=2453 98 213 70 internal_value=0 -6.21228e-05 0.000576862 internal_weight=0 394.283 49.9895 internal_count=2834 2666 168 is_linear=0 shrinkage=0.000729431 Tree=932 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=61.1286 35.2156 33.448 threshold=0.083325000000000024 -0.028049999999999995 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016553854024074422 0.00013993412895819287 -0.00016909269104965383 -0.00018502581269603434 leaf_weight=209.77385728061199 46.975181795656681 194.46872612833977 32.2071747854352 leaf_count=723 161 1810 125 internal_value=0 -0.000108962 0.000118868 internal_weight=0 241.444 241.981 internal_count=2819 1971 848 is_linear=0 shrinkage=0.000320362 Tree=933 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=38.5377 35.0541 5.57754 threshold=0.28937500000000005 -0.11367499999999998 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038999276647760966 0.00091385387633952401 -0.00030248836478447428 0.00027657072314413319 leaf_weight=100.04048963263631 44.98356206715107 274.05610648356378 19.873519718647003 leaf_count=346 200 2178 95 internal_value=0 -0.000117295 0.000718716 internal_weight=0 374.097 64.8571 internal_count=2819 2524 295 is_linear=0 shrinkage=0.00100135 Tree=934 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=37.2526 33.5547 5.51371 threshold=0.28937500000000005 -0.11367499999999998 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037407847281811205 0.00089013532398374339 -0.00029053343616098948 0.00026636736564029641 leaf_weight=99.959380324929953 44.26934415102005 273.47104576788843 19.777870550751686 leaf_count=346 200 2178 95 internal_value=0 -0.000112621 0.000697652 internal_weight=0 373.43 64.0472 internal_count=2819 2524 295 is_linear=0 shrinkage=0.000981718 Tree=935 num_leaves=4 num_cat=0 split_feature=484 403 3 split_gain=36.2665 37.1404 9.90412 threshold=-1.0000000180025095e-35 -0.092224999999999988 0.11804000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011951780363284607 -0.0012046207995416302 0.00020022887465809066 0.00020560356870892902 leaf_weight=35.800993166863918 24.51519588008523 368.26845603436232 7.4470555409789077 leaf_count=425 322 2049 23 internal_value=0 0.000112492 -0.000953988 internal_weight=0 392.784 43.248 internal_count=2819 2371 448 is_linear=0 shrinkage=0.00110557 Tree=936 num_leaves=4 num_cat=0 split_feature=52 15 42 split_gain=36.402 38.7762 0.102618 threshold=-0.51745999999999992 0.084050000000000014 0.083370000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010648990622870674 0.00019758140096823437 -0.00043821475842575528 -0.00092749694644150024 leaf_weight=15.584432620555164 329.31359887309372 84.636243123561144 7.0671156775206319 leaf_count=111 1674 941 96 internal_value=0 6.75722e-05 -0.00102285 internal_weight=0 413.95 22.6515 internal_count=2822 2615 207 is_linear=0 shrinkage=0.000837887 Tree=937 num_leaves=4 num_cat=0 split_feature=150 376 160 split_gain=35.926 35.9931 24.9841 threshold=0.082085000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021695772687191473 -0.000359986164971857 0.0008213567954208856 0.00075858650160797304 leaf_weight=311.09334059618413 21.174017436802387 30.102103799581528 73.065821096301079 leaf_count=2352 122 99 249 internal_value=0 -0.000125311 0.000507241 internal_weight=0 341.195 94.2398 internal_count=2822 2451 371 is_linear=0 shrinkage=0.000906956 Tree=938 num_leaves=4 num_cat=0 split_feature=52 0 42 split_gain=35.263 38.3912 0.0923844 threshold=-0.51745999999999992 -0.070894999999999986 0.083370000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012403536065444256 -0.00013506703382596828 0.00050028055073767603 -0.0010842128283691222 leaf_weight=15.284666147083046 274.2026688605547 137.66317210905254 6.9008638858795157 leaf_count=111 2013 602 96 internal_value=0 7.73066e-05 -0.00119276 internal_weight=0 411.866 22.1855 internal_count=2822 2615 207 is_linear=0 shrinkage=0.000981718 Tree=939 num_leaves=4 num_cat=0 split_feature=3 0 13 split_gain=54.485 57.4293 34.0283 threshold=-0.059315 -0.043914999999999989 -0.00027999999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016072983702570976 0.00021275737948528895 0.00015252236407903636 -9.3773223670806904e-06 leaf_weight=195.45894530788064 117.19072053208947 62.489015266299248 106.52479294314981 leaf_count=1829 428 207 358 internal_value=0 -8.48375e-05 0.000106994 internal_weight=0 257.948 223.716 internal_count=2822 2036 786 is_linear=0 shrinkage=0.000284472 Tree=940 num_leaves=4 num_cat=0 split_feature=4 150 1 split_gain=35.8624 38.5915 0.358867 threshold=0.50666500000000003 0.081245000000000026 0.12191 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029889798534851796 0.00084908366517564052 0.00045557374517266633 0.0010702360551431607 leaf_weight=309.68627921491861 13.505575731396677 87.079283885657787 18.017594203352928 leaf_count=2321 53 346 113 internal_value=0 -0.000133298 0.000976058 internal_weight=0 396.766 31.5232 internal_count=2833 2667 166 is_linear=0 shrinkage=0.00100135 Tree=941 num_leaves=4 num_cat=0 split_feature=4 150 43 split_gain=34.8247 36.9685 0.229536 threshold=0.50666500000000003 0.081245000000000026 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002448986297640455 0.00089501007007596989 0.00037389618748392663 0.00074459788475491999 leaf_weight=309.18182743526995 14.038035430014135 86.793539129197598 16.91382060945034 leaf_count=2321 85 346 81 internal_value=0 -0.000109254 0.000813326 internal_weight=0 395.975 30.9519 internal_count=2833 2667 166 is_linear=0 shrinkage=0.000837887 Tree=942 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=58.401 46.3091 42.4911 threshold=0.089825000000000002 -0.11516999999999998 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014073550311540772 -0.00028001101294027666 -0.00016963374426722289 0.00010547515601284722 leaf_weight=40.824347443878651 21.537374276667833 177.56665191426873 235.70408644527197 leaf_count=150 140 1606 937 internal_value=0 -0.000111608 7.31822e-05 internal_weight=0 218.391 257.241 internal_count=2833 1756 1077 is_linear=0 shrinkage=0.000262808 Tree=943 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=54.1957 45.0807 9.7124 threshold=0.28937500000000005 0.014805 -0.19126499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010956133222152715 1.470010150830999e-05 7.5745005623295152e-05 0.00022637965329234096 leaf_weight=276.0760484226048 18.601408645510674 127.3406263589859 63.573160238564014 leaf_count=2003 65 509 256 internal_value=0 -5.10676e-05 0.000178477 internal_weight=0 403.417 82.1746 internal_count=2833 2512 321 is_linear=0 shrinkage=0.000257655 Tree=944 num_leaves=4 num_cat=0 split_feature=4 2 151 split_gain=53.9047 38.8824 10.6545 threshold=0.28937500000000005 0.089765000000000025 -0.063719999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001750237976809329 -2.571348421237093e-05 -7.7856908131316021e-06 0.00022975690033602713 leaf_weight=199.796611700207 15.776113055646418 216.60440631955862 53.840521447360516 leaf_count=1427 66 1073 252 internal_value=0 -8.80339e-05 0.000171873 internal_weight=0 416.401 69.6166 internal_count=2818 2500 318 is_linear=0 shrinkage=0.000273426 Tree=945 num_leaves=4 num_cat=0 split_feature=52 2 484 split_gain=40.0291 37.825 4.8509 threshold=0.18829500000000002 0.089765000000000025 -0.066844999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022675555357771335 -0.00024237211884400877 0.00027283911713069071 -0.0010248262514162487 leaf_weight=169.96096306666732 6.428996715694665 233.03735617920756 25.874511880800128 leaf_count=1366 50 1122 280 internal_value=0 6.21387e-05 -0.000869339 internal_weight=0 402.998 32.3035 internal_count=2818 2488 330 is_linear=0 shrinkage=0.000805351 Tree=946 num_leaves=4 num_cat=0 split_feature=4 13 151 split_gain=52.2904 40.7755 10.5419 threshold=0.28937500000000005 -0.24242999999999995 -0.063719999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023258180975103048 -2.9407384398314071e-05 -0.00012262241551333754 0.00025168289929457461 leaf_weight=31.84946782886982 15.742645874619482 388.7273497954011 53.343825072050095 leaf_count=95 66 2405 252 internal_value=0 -9.57142e-05 0.000187641 internal_weight=0 420.577 69.0865 internal_count=2818 2500 318 is_linear=0 shrinkage=0.000301884 Tree=947 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=48.2344 38.8037 29.7365 threshold=0.10413000000000001 0.062580000000000011 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011395709371780703 0.00020730548333063292 0.00021986470805677405 -9.3091151109046452e-05 leaf_weight=276.20625094696879 123.64428912848234 37.480118446052074 41.795889087021351 leaf_count=2076 475 100 167 internal_value=0 -7.40602e-05 0.000131413 internal_weight=0 313.686 165.44 internal_count=2818 2176 642 is_linear=0 shrinkage=0.000307922 Tree=948 num_leaves=4 num_cat=0 split_feature=13 130 0 split_gain=41.3736 33.5255 2.10596 threshold=-0.16826999999999998 -0.075254999999999989 -0.11772999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048768312865005219 0.00062075148486072081 -0.00013768270065092584 0.00080730702693696454 leaf_weight=19.641063116490841 33.940954223275185 357.04299834184349 25.22055346518755 leaf_count=87 143 2524 81 internal_value=0 -7.18166e-05 0.000667638 internal_weight=0 390.984 44.8616 internal_count=2835 2667 168 is_linear=0 shrinkage=0.000729431 Tree=949 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=63.2294 46.3937 25.0899 threshold=0.10100500000000003 -0.12032499999999997 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019746057770119742 6.7171726645819197e-05 -0.00015480732547803718 0.00032576715499286254 leaf_weight=49.95248506963253 128.79780279099941 245.98697572946548 61.614539228379726 leaf_count=171 491 1938 235 internal_value=0 -9.53381e-05 0.000150874 internal_weight=0 295.939 190.412 internal_count=2835 2109 726 is_linear=0 shrinkage=0.000333305 Tree=950 num_leaves=4 num_cat=0 split_feature=3 31 2 split_gain=40.4186 32.1504 2.98094 threshold=0.15165000000000003 -1.0000000180025095e-35 0.12666500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011156654105096105 0.0011206266504121295 -0.00014759624430699808 0.00060761063207681902 leaf_weight=18.817687101662159 23.04090341180563 375.95544367097318 18.088252641260624 leaf_count=80 75 2593 87 internal_value=0 -8.73292e-05 0.000895393 internal_weight=0 394.773 41.1292 internal_count=2835 2673 162 is_linear=0 shrinkage=0.000943597 Tree=951 num_leaves=4 num_cat=0 split_feature=13 31 0 split_gain=39.0523 32.5625 2.01217 threshold=-0.16826999999999998 -1.0000000180025095e-35 -0.11772999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065546326520397554 0.0011770805228978529 -0.0001607472651890376 0.0010885324107788182 leaf_weight=19.239743933081627 19.165658615529537 371.56910678744316 24.779124453663826 leaf_count=87 83 2584 81 internal_value=0 -9.50721e-05 0.000899613 internal_weight=0 390.735 44.0189 internal_count=2835 2667 168 is_linear=0 shrinkage=0.00100135 Tree=952 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=39.9619 30.3149 27.5524 threshold=0.10100500000000003 -0.12032499999999997 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039674064003481288 0.00050321855996164752 -0.00030737071160369015 -0.00024929028510196221 leaf_weight=48.236651379615068 127.3539606705308 222.6414283849299 41.938532002270222 leaf_count=180 552 1943 184 internal_value=0 -0.000181967 0.000316794 internal_weight=0 270.878 169.292 internal_count=2859 2123 736 is_linear=0 shrinkage=0.000805351 Tree=953 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=62.3004 34.806 28.0766 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012355057177466136 0.00020807773839131191 0.00021279996289494621 -6.9601957188566052e-05 leaf_weight=259.77663239464164 143.17751075327396 32.843226283788681 45.483672820031643 leaf_count=2040 552 83 184 internal_value=0 -8.57877e-05 0.000141133 internal_weight=0 292.62 188.661 internal_count=2859 2123 736 is_linear=0 shrinkage=0.000307922 Tree=954 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=67.62 34.0516 29.4531 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011872534255288135 0.00020112581454477681 0.00019462977192583752 -6.6231060300428791e-05 leaf_weight=261.23041686043143 146.31165001541376 32.853708833456039 45.462225519120693 leaf_count=2040 552 83 184 internal_value=0 -8.37084e-05 0.000137745 internal_weight=0 294.084 191.774 internal_count=2859 2123 736 is_linear=0 shrinkage=0.000290162 Tree=955 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=39.1785 29.8524 26.6239 threshold=0.10100500000000003 0.09202500000000001 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0704181145615923e-05 0.0004881988129302186 -0.00076909649180778215 -0.00023622196621719152 leaf_weight=226.58039035461843 126.92367182672024 44.324938135221601 42.108530849218369 leaf_count=1691 552 432 184 internal_value=0 -0.000176656 0.000307728 internal_weight=0 270.905 169.032 internal_count=2859 2123 736 is_linear=0 shrinkage=0.00078956 Tree=956 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=58.313 39.661 25.7367 threshold=0.083325000000000024 -0.074429999999999982 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000148838154908606 0.00019238167359025393 -0.00017792033125161748 -0.00016925457810978707 leaf_weight=207.36909252032638 36.442413620650768 201.96679385751486 31.236633330583572 leaf_count=732 121 1868 122 internal_value=0 -0.000121306 0.000107185 internal_weight=0 238.409 238.606 internal_count=2843 1989 854 is_linear=0 shrinkage=0.000326769 Tree=957 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=56.5127 37.5677 25.9679 threshold=0.083325000000000024 -0.14931499999999998 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013464168669341794 0.00032036353383481077 -0.0001412063762662151 -0.00015517581697940073 leaf_weight=205.09822508320212 16.603531450033188 218.43647701852024 31.184311702847481 leaf_count=732 47 1942 122 internal_value=0 -0.000108577 9.63824e-05 internal_weight=0 235.04 236.283 internal_count=2843 1989 854 is_linear=0 shrinkage=0.000295965 Tree=958 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=58.1113 38.8434 25.3546 threshold=0.083325000000000024 -0.15041499999999997 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014224809418668824 0.00025336965450633154 -0.00015396566266991568 -0.00015410576346076084 leaf_weight=208.28165407851338 24.762143023312092 212.97049366682768 31.497815273702145 leaf_count=732 67 1922 122 internal_value=0 -0.000111521 0.000103309 internal_weight=0 237.733 239.779 internal_count=2843 1989 854 is_linear=0 shrinkage=0.000307922 Tree=959 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=54.2125 38.8595 32.1772 threshold=0.083325000000000024 -0.074429999999999982 0.079360000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012181581205744605 0.00016841832375865499 -0.00015494611385088043 -0.00027087653395703047 leaf_weight=221.01528450101614 37.027459114789963 201.39448282122612 19.067069970071316 leaf_count=755 121 1868 99 internal_value=0 -0.000104717 9.06096e-05 internal_weight=0 238.422 240.082 internal_count=2843 1989 854 is_linear=0 shrinkage=0.000290162 Tree=960 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=36.2361 39.4368 36.7767 threshold=0.083325000000000024 0.12292000000000002 -0.17549499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035699104582191606 0.00040535688058460773 -0.00060184822757168338 -0.0004077321779189252 leaf_weight=190.13091169297695 45.259883012622595 32.57203309237957 177.61541837081313 leaf_count=713 191 138 1863 internal_value=0 0.000216714 -0.000242595 internal_weight=0 222.703 222.875 internal_count=2905 851 2054 is_linear=0 shrinkage=0.000805351 Tree=961 num_leaves=4 num_cat=0 split_feature=133 403 13 split_gain=35.9946 34.961 1.9405 threshold=-0.39975999999999995 -1.0000000180025095e-35 -0.049344999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016372039686617676 -0.00061662173637346788 0.00013487585346241414 -0.0010191967143377599 leaf_weight=7.5074729248881367 56.368462005630136 370.76149218156934 8.9944434780627471 leaf_count=52 687 2061 105 internal_value=0 3.56774e-05 -0.00130192 internal_weight=0 427.13 16.5019 internal_count=2905 2748 157 is_linear=0 shrinkage=0.000889172 Tree=962 num_leaves=4 num_cat=0 split_feature=133 484 13 split_gain=34.9632 34.343 1.85412 threshold=-0.39975999999999995 -1.0000000180025095e-35 -0.049344999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013856556099221136 -0.00060237638075636584 0.00010313013777173636 -0.00086581174918408334 leaf_weight=7.4023097008466747 44.328586123883724 382.27499790675938 8.8358458057045919 leaf_count=52 444 2304 105 internal_value=0 2.97969e-05 -0.00110414 internal_weight=0 426.604 16.2382 internal_count=2905 2748 157 is_linear=0 shrinkage=0.0007589 Tree=963 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=58.8419 42.185 41.4827 threshold=0.083325000000000024 -0.17549499999999998 0.12292000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014419322550912432 0.00013604540108198054 -0.00016958265013117182 -0.00020647750221533214 leaf_weight=210.16576801985502 49.261702463030815 200.5893985144794 34.366083443164825 leaf_count=713 191 1863 138 internal_value=0 -0.000109318 9.48983e-05 internal_weight=0 249.851 244.532 internal_count=2905 2054 851 is_linear=0 shrinkage=0.000295965 Tree=964 num_leaves=4 num_cat=0 split_feature=39 3 43 split_gain=32.785 45.21 10.5121 threshold=0.0047850000000000011 -0.10072999999999999 -0.048759999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027795482556940897 0.00048063690549532585 -0.00025060576236317822 -6.1997490672506786e-05 leaf_weight=92.012438148260117 60.545624382793903 258.81355612911284 19.892960518598557 leaf_count=382 239 2139 85 internal_value=0 -0.000111971 0.000346457 internal_weight=0 350.826 80.4386 internal_count=2845 2521 324 is_linear=0 shrinkage=0.000647714 Tree=965 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=31.5201 43.2755 38.6949 threshold=0.0047850000000000011 -0.10072999999999999 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038041711490086435 -0.00079955128709465286 -0.00034387652095517707 0.00078981233113103219 leaf_weight=92.026554241776466 15.661265060305594 258.18996713683009 64.171693347394466 leaf_count=382 60 2139 264 internal_value=0 -0.000153543 0.000477902 internal_weight=0 350.217 79.833 internal_count=2845 2521 324 is_linear=0 shrinkage=0.000906956 Tree=966 num_leaves=4 num_cat=0 split_feature=484 42 49 split_gain=31.4568 32.1334 7.71766 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -0.066534999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.8457261878026178e-05 -0.00041079535936305595 0.00016043442344601048 -0.00083730379889874584 leaf_weight=6.7968425080180159 80.755517218261957 305.20023587718606 35.818417392671108 leaf_count=28 709 1688 420 internal_value=0 4.08987e-05 -0.000688079 internal_weight=0 385.956 42.6153 internal_count=2845 2397 448 is_linear=0 shrinkage=0.000805351 Tree=967 num_leaves=4 num_cat=0 split_feature=484 160 12 split_gain=30.3523 28.5359 11.5875 threshold=-0.0048899999999999994 -0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039322834806977279 -0.000911396274074529 9.6131456428076993e-05 -0.00088158510271829345 leaf_weight=5.7916604653000823 20.845165962353349 364.78897882252932 36.421657405793667 leaf_count=19 245 2152 429 internal_value=0 4.16279e-05 -0.000706582 internal_weight=0 385.634 42.2133 internal_count=2845 2397 448 is_linear=0 shrinkage=0.000837887 Tree=968 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=50.999 39.9142 33.0602 threshold=0.083325000000000024 -0.030749999999999996 0.13514000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012884213214404199 0.00012375931172627384 -0.00016044814185414363 -0.00016662917334507669 leaf_weight=201.83705189079046 50.475690208375454 192.2314456179738 36.112651400268078 leaf_count=710 177 1848 138 internal_value=0 -0.000101337 8.39899e-05 internal_weight=0 242.707 237.95 internal_count=2873 2025 848 is_linear=0 shrinkage=0.000284472 Tree=969 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=55.6932 45.1939 33.2107 threshold=0.083325000000000024 0.13062500000000002 0.13514000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013509049156441898 -0.00014311126867245765 0.00033157962985960884 -0.00016703908643798856 leaf_weight=203.34674778208137 225.143131589517 18.237612865865231 36.047001019120216 leaf_count=710 1972 53 138 internal_value=0 -0.000107517 8.95873e-05 internal_weight=0 243.381 239.394 internal_count=2873 2025 848 is_linear=0 shrinkage=0.000290162 Tree=970 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=53.579 48.9923 32.3566 threshold=0.083325000000000024 0.13062500000000002 0.11160500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013319585119210922 -0.00013854906427575002 0.00033284260956040538 -0.00015325627386032217 leaf_weight=202.01441480964422 225.32187670096755 19.358110278844833 37.88004507124424 leaf_count=705 1972 53 143 internal_value=0 -0.000101231 8.79556e-05 internal_weight=0 244.68 239.894 internal_count=2873 2025 848 is_linear=0 shrinkage=0.000284472 Tree=971 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=32.0729 37.4223 29.5595 threshold=0.083325000000000024 0.13062500000000002 0.11160500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034378102395797773 -0.00036032407829909564 0.00097742696931178838 -0.00050334435455928435 leaf_weight=182.67636092379689 201.47883508913219 16.508438624441624 36.00053321570158 leaf_count=705 1972 53 143 internal_value=0 -0.000258938 0.000204288 internal_weight=0 217.987 218.677 internal_count=2873 2025 848 is_linear=0 shrinkage=0.000854645 Tree=972 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=36.2942 38.186 3.90492 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08563999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026767478640843086 -0.00074956193553241232 0.00018009005415750958 -0.0010556472352881703 leaf_weight=6.2104473412036922 38.613375972956419 364.79236193187535 25.243554880842566 leaf_count=86 422 1986 320 internal_value=0 9.10739e-05 -0.000900322 internal_weight=0 403.406 31.454 internal_count=2814 2408 406 is_linear=0 shrinkage=0.000889172 Tree=973 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=32.7395 37.3196 33.3777 threshold=0.040165000000000006 -0.17549499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0007471225596685369 0.0004651257103551736 -0.0003961435118576729 -3.0682423917956385e-07 leaf_weight=75.85842203348875 50.880455832928419 182.03207137063146 125.14923421293497 leaf_count=285 211 1838 480 internal_value=0 -0.000207974 0.00028181 internal_weight=0 232.913 201.008 internal_count=2814 2049 765 is_linear=0 shrinkage=0.000889172 Tree=974 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=53.4967 38.6373 38.1063 threshold=0.040165000000000006 -0.21083999999999997 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002342341400190863 0.00030414268055878817 -0.00016046950258483388 -3.0783558258567825e-05 leaf_weight=75.600086539983749 16.67101576924324 259.09469196200371 127.91427981108427 leaf_count=285 45 2004 480 internal_value=0 -0.000132363 6.76761e-05 internal_weight=0 275.766 203.514 internal_count=2814 2049 765 is_linear=0 shrinkage=0.000295965 Tree=975 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=34.9184 36.6829 3.88388 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08563999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024319784976316227 -0.00068607746059671409 0.00015942381818950474 -0.00097264366833847075 leaf_weight=6.1694157235324409 38.250120898708701 363.74880260229111 24.715710055083036 leaf_count=86 422 1986 320 internal_value=0 7.89458e-05 -0.000827174 internal_weight=0 401.999 30.8851 internal_count=2814 2408 406 is_linear=0 shrinkage=0.000821458 Tree=976 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=50.6346 48.9723 30.0278 threshold=0.10100500000000003 -0.10072999999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001487829339962056 0.00018873605297561332 -0.00015986889135680891 -0.00010901110934840552 leaf_weight=64.809785421937704 139.11771219968796 232.86121327243745 43.958097565919161 leaf_count=251 526 1880 185 internal_value=0 -9.26631e-05 0.00011724 internal_weight=0 297.671 183.076 internal_count=2842 2131 711 is_linear=0 shrinkage=0.00031408 Tree=977 num_leaves=4 num_cat=0 split_feature=52 0 42 split_gain=32.1877 49.2578 0.127087 threshold=-0.51296999999999993 -0.060324999999999997 0.083370000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011361547881912721 -0.00016252926679026353 0.00053534274999130285 -0.00097663661257183453 leaf_weight=14.54634713009 296.74348647333682 109.4392280690372 7.2069938927888861 leaf_count=101 2231 404 106 internal_value=0 2.55172e-05 -0.00108421 internal_weight=0 406.183 21.7533 internal_count=2842 2635 207 is_linear=0 shrinkage=0.000889172 Tree=978 num_leaves=4 num_cat=0 split_feature=52 0 42 split_gain=31.3334 47.2233 0.116153 threshold=-0.51296999999999993 -0.060324999999999997 0.083370000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00090854506327542653 -0.00012785791971221699 0.000422493530360628 -0.00078377096208334554 leaf_weight=14.304656758904459 296.57525607384741 109.03131148964167 7.062315769493579 leaf_count=101 2231 404 106 internal_value=0 2.00953e-05 -0.000868041 internal_weight=0 405.607 21.367 internal_count=2842 2635 207 is_linear=0 shrinkage=0.000715128 Tree=979 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=31.0929 34.6228 5.26779 threshold=-0.24436499999999997 -0.11532999999999999 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003519557987248478 -0.0010147267187900057 -2.8709967606637131e-05 0.0010025552044608829 leaf_weight=20.09851311147213 34.884903572499752 346.28258795104921 24.762601107358932 leaf_count=96 223 2389 134 internal_value=0 -0.000118998 0.00071135 internal_weight=0 381.167 44.8611 internal_count=2842 2612 230 is_linear=0 shrinkage=0.000943597 Tree=980 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=52.4908 46.1961 31.1919 threshold=0.10100500000000003 0.062580000000000011 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010920726328619887 0.00016273669418469597 0.00021096752232033442 -8.4072951584924726e-05 leaf_weight=253.76696779951453 142.45041211694479 33.896357230842113 44.632937483489513 leaf_count=1983 547 80 186 internal_value=0 -7.14685e-05 0.000103852 internal_weight=0 287.663 187.083 internal_count=2796 2063 733 is_linear=0 shrinkage=0.000257655 Tree=981 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=31.1995 32.2907 4.22782 threshold=-0.23438999999999996 0.0095750000000000019 -0.11878499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045003222258581193 -0.00021766563434431207 0.00045294170366343817 0.0010827739109806704 leaf_weight=16.122098594903946 311.06268768012524 76.556200183928013 20.675351232290268 leaf_count=76 2336 313 71 internal_value=0 -8.52024e-05 0.000805927 internal_weight=0 387.619 36.7974 internal_count=2796 2649 147 is_linear=0 shrinkage=0.000925095 Tree=982 num_leaves=4 num_cat=0 split_feature=13 40 0 split_gain=30.093 31.0805 4.01601 threshold=-0.23438999999999996 -0.074429999999999982 -0.11615999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044509559359945806 0.00055832215236239146 -0.00018509904583307771 0.0010513088005509345 leaf_weight=16.323742218315601 53.701169736683369 333.0223673004657 20.114947095513344 leaf_count=79 218 2431 68 internal_value=0 -8.18437e-05 0.000780114 internal_weight=0 386.724 36.4387 internal_count=2796 2649 147 is_linear=0 shrinkage=0.000906956 Tree=983 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=53.2636 51.2614 31.5938 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001219361026455018 -0.00023622254661946802 0.00025161248196460203 0.00015795565350890464 leaf_weight=249.84599584899843 18.247146680951118 33.725437864661217 166.09905276447535 leaf_count=1983 109 80 624 internal_value=0 -7.74956e-05 0.000118918 internal_weight=0 283.571 184.346 internal_count=2796 2063 733 is_linear=0 shrinkage=0.000284472 Tree=984 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=33.2052 30.5662 12.4792 threshold=1.0000000180025095e-35 -0.094744999999999982 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052796665587680441 -0.00012305425203727811 -0.0002856123842397581 0.001026822484314532 leaf_weight=66.043314296752214 14.82290259003639 303.46866765990853 43.944138184189796 leaf_count=318 40 2303 223 internal_value=0 -0.000140181 0.000736841 internal_weight=0 369.512 58.767 internal_count=2884 2621 263 is_linear=0 shrinkage=0.0010839 Tree=985 num_leaves=4 num_cat=0 split_feature=42 1429 474 split_gain=30.77 38.9048 32.5528 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.080165000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00071220219654067349 -0.001217815043553176 0.00017217212493780558 0.00086237710526429305 leaf_weight=73.9226438626647 16.723315671086311 324.2875200510025 12.059618998318909 leaf_count=748 136 1955 45 internal_value=0 0.000103942 -0.000491214 internal_weight=0 341.011 85.9823 internal_count=2884 2091 793 is_linear=0 shrinkage=0.000889172 Tree=986 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=44.2613 31.8468 7.9854 threshold=1.0000000180025095e-35 0.17351000000000003 -0.051009999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0951149462740591e-05 0.00026272715449628077 0.00025618931537159866 3.9968989594881078e-05 leaf_weight=374.61583134718239 49.309861183166504 26.343065284192562 16.783837161958218 leaf_count=2516 197 105 66 internal_value=0 -4.01038e-05 0.000206188 internal_weight=0 400.959 66.0937 internal_count=2884 2621 263 is_linear=0 shrinkage=0.000278894 Tree=987 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=32.1827 28.9533 12.1674 threshold=1.0000000180025095e-35 -0.094744999999999982 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038895147638976586 -8.7611677638549452e-05 -0.0002114135704224297 0.00077435726065861973 leaf_weight=66.005393389612436 14.841461300849913 302.78646871075034 43.202973775565624 leaf_count=318 40 2303 223 internal_value=0 -0.000103947 0.000554003 internal_weight=0 368.792 58.0444 internal_count=2884 2621 263 is_linear=0 shrinkage=0.000821458 Tree=988 num_leaves=4 num_cat=0 split_feature=133 160 42 split_gain=34.4045 31.7309 2.63497 threshold=-0.38664499999999996 -0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00098338995929132507 -0.0011064609284143667 7.1406784529720743e-05 -0.0016999437907831956 leaf_weight=10.410942845046522 18.199257660657167 377.88642651215196 6.3608233891427508 leaf_count=125 230 2424 45 internal_value=0 1.72357e-05 -0.00125677 internal_weight=0 396.086 16.7718 internal_count=2824 2654 170 is_linear=0 shrinkage=0.000871738 Tree=989 num_leaves=4 num_cat=0 split_feature=133 160 42 split_gain=33.4141 30.8681 2.50662 threshold=-0.38664499999999996 -0.25833999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00095938053105506214 -0.001080769565266777 6.8433888164415698e-05 -0.0016496494792692538 leaf_weight=10.229723092168571 17.86073225364089 377.90088476426899 6.2831657454371443 leaf_count=125 230 2424 45 internal_value=0 1.65207e-05 -0.00122363 internal_weight=0 395.762 16.5129 internal_count=2824 2654 170 is_linear=0 shrinkage=0.000854645 Tree=990 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=49.3416 32.0008 24.8363 threshold=0.10100500000000003 -0.11327499999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011243507968785866 3.7996744010179786e-05 -0.00013035644107525158 0.0002711568210672012 leaf_weight=54.510748710483313 120.0423342064023 226.06903416290879 53.410414822399616 leaf_count=202 481 1920 221 internal_value=0 -8.31827e-05 0.000109814 internal_weight=0 280.58 173.453 internal_count=2824 2122 702 is_linear=0 shrinkage=0.000284472 Tree=991 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=51.2157 38.4934 8.05065 threshold=0.28937500000000005 0.080070000000000016 -0.068254999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7209720857845029e-05 2.8109332897858637e-05 -0.00012794797303377703 0.0002382199591429866 leaf_weight=164.52189230918884 17.631069511175156 218.17093088105321 60.198530912399292 leaf_count=527 70 1984 243 internal_value=0 -5.26481e-05 0.000190641 internal_weight=0 382.693 77.8296 internal_count=2824 2511 313 is_linear=0 shrinkage=0.000273426 Tree=992 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=45.4541 39.9854 36.9479 threshold=0.079570000000000016 -0.17549499999999998 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017010877642101096 0.00017931826106508202 -0.00014162223613707164 -0.00019043425313422426 leaf_weight=186.4006295055151 47.309090752154589 200.63636530563235 32.986079752445221 leaf_count=627 180 1851 130 internal_value=0 -8.03763e-05 0.000115887 internal_weight=0 247.945 219.387 internal_count=2788 2031 757 is_linear=0 shrinkage=0.00031408 Tree=993 num_leaves=4 num_cat=0 split_feature=484 43 3 split_gain=30.741 31.7084 9.33591 threshold=-0.0048899999999999994 0.25734000000000007 -0.036619999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010563302270410963 0.00017940034409412905 -0.0010522366786064991 -0.0001944926222572747 leaf_weight=23.344563648104668 364.28861969150603 17.292922414839268 17.310816735029221 leaf_count=370 2195 148 75 internal_value=0 0.000123534 -0.000689628 internal_weight=0 381.582 40.6554 internal_count=2788 2343 445 is_linear=0 shrinkage=0.000889172 Tree=994 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=45.9111 39.7213 35.729 threshold=0.079570000000000016 -0.17549499999999998 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014953148193045843 0.00015942150068152798 -0.00012519462972873513 -0.00016351983125994005 leaf_weight=188.62197707593441 46.936812959611416 203.16728301718831 33.358424216508865 leaf_count=627 180 1851 130 internal_value=0 -7.17729e-05 0.000102477 internal_weight=0 250.104 221.98 internal_count=2788 2031 757 is_linear=0 shrinkage=0.000278894 Tree=995 num_leaves=4 num_cat=0 split_feature=2 2 4 split_gain=30.1628 37.4986 30.3613 threshold=0.089765000000000025 -1.0000000180025095e-35 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042463918399277293 -0.00072350214506164564 -0.0003881470958204767 0.00030414714788737092 leaf_weight=44.679301396012306 18.69495365768671 142.2622908372432 216.86142837442458 leaf_count=198 98 1353 1139 internal_value=0 -0.000193867 0.000222536 internal_weight=0 186.942 235.556 internal_count=2788 1551 1237 is_linear=0 shrinkage=0.000774078 Tree=996 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=46.421 31.2332 25.5768 threshold=0.10384000000000002 0.12875500000000004 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9057935768660624e-05 0.0001835783030577554 0.00032452310966069449 -6.300784891704277e-05 leaf_weight=285.42354438640177 124.31687555462122 15.075643911957739 42.083518739789724 leaf_count=2107 485 28 172 internal_value=0 -5.87915e-05 0.000121215 internal_weight=0 300.499 166.4 internal_count=2792 2135 657 is_linear=0 shrinkage=0.000273426 Tree=997 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=51.0916 33.0754 31.7197 threshold=0.10384000000000002 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016920658484220803 0.00022943112558530238 -0.00012239629643123482 -0.00010117477788854892 leaf_weight=49.635393809527159 128.07242537289858 253.99579527229071 40.864285692572594 leaf_count=186 485 1949 172 internal_value=0 -7.47196e-05 0.000149458 internal_weight=0 303.631 168.937 internal_count=2792 2135 657 is_linear=0 shrinkage=0.000326769 Tree=998 num_leaves=4 num_cat=0 split_feature=128 52 2 split_gain=32.4927 33.3835 1.30843 threshold=0.086435000000000012 -0.51745999999999992 0.081460000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010862729671468549 -0.0013367591480555618 0.00013513064071649046 -0.00084579336695976288 leaf_weight=19.314884144812822 11.258458614349367 383.96835095249116 7.657901005819439 leaf_count=193 100 2415 84 internal_value=0 7.6584e-05 -0.00113905 internal_weight=0 403.283 18.9164 internal_count=2792 2608 184 is_linear=0 shrinkage=0.000906956 Tree=999 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=48.3657 32.1164 22.1651 threshold=0.10384000000000002 -0.11327499999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014234885911894806 -0.00017468417842372223 -9.8118230465334748e-05 0.00015758873288141439 leaf_weight=49.68990558758378 16.648876503109932 252.1881142295897 151.07745371758938 leaf_count=186 92 1949 565 internal_value=0 -5.85302e-05 0.00012459 internal_weight=0 301.878 167.726 internal_count=2792 2135 657 is_linear=0 shrinkage=0.000273426 Tree=1000 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=52.0302 44.2432 28.5778 threshold=0.080070000000000016 -0.17549499999999998 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014291450906155889 0.00015478866710455334 -0.00014497528694675378 -0.00014304570599194685 leaf_weight=195.53236366808414 49.608306903392076 202.14630506187677 33.046964727342129 leaf_count=663 189 1864 126 internal_value=0 -8.58995e-05 0.000101563 internal_weight=0 251.755 228.579 internal_count=2842 2053 789 is_linear=0 shrinkage=0.000284472 Tree=1001 num_leaves=4 num_cat=0 split_feature=52 15 16 split_gain=38.5802 33.8576 0.597686 threshold=-0.41694999999999993 0.079360000000000014 0.28332500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00087241902572137136 0.00024580720513118218 -0.00045044749572001119 -0.0012159440972425192 leaf_weight=7.0820467472076443 316.4712620228529 89.912567719817162 20.637022685259581 leaf_count=93 1563 996 190 internal_value=0 9.17467e-05 -0.00112884 internal_weight=0 406.384 27.7191 internal_count=2842 2559 283 is_linear=0 shrinkage=0.00100135 Tree=1002 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=43.3249 44.4137 27.9037 threshold=0.080070000000000016 -0.17549499999999998 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013704593551951683 0.0001642837814460922 -0.00013816018577618631 -0.00014717410750329421 leaf_weight=191.91495302319527 49.159864999353886 195.46149669773877 32.702255755662918 leaf_count=663 189 1864 126 internal_value=0 -7.7372e-05 9.5657e-05 internal_weight=0 244.621 224.617 internal_count=2842 2053 789 is_linear=0 shrinkage=0.000284472 Tree=1003 num_leaves=4 num_cat=0 split_feature=52 15 16 split_gain=37.5221 32.6304 0.600278 threshold=-0.41694999999999993 0.079360000000000014 0.28332500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00078301720009265577 0.00021817599707283936 -0.00040170398136796129 -0.0010967557701348925 leaf_weight=7.001467693597081 316.67184620350599 89.600628370419145 20.285409737378359 leaf_count=93 1563 996 190 internal_value=0 8.14532e-05 -0.00101686 internal_weight=0 406.272 27.2869 internal_count=2842 2559 283 is_linear=0 shrinkage=0.000906956 Tree=1004 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=46.9801 41.6832 41.5688 threshold=0.10100500000000003 -0.24526499999999998 -0.12032499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018713579807460058 -0.00032580708747062163 0.00018830525490035846 -0.00013589694760298701 leaf_weight=51.576895527541637 18.821723651140928 158.62004594504833 242.2596457991749 leaf_count=173 116 612 1961 internal_value=0 0.000133743 -7.91868e-05 internal_weight=0 177.442 293.837 internal_count=2862 728 2134 is_linear=0 shrinkage=0.000326769 Tree=1005 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=48.1446 41.4506 39.9373 threshold=0.10100500000000003 -0.24526499999999998 -0.12032499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017918341172919075 -0.00031493983458200298 0.00018804350560448974 -0.00013105719426664134 leaf_weight=51.678155668079853 18.786099273711443 159.01881843805313 241.63947557471693 leaf_count=173 116 612 1961 internal_value=0 0.000134872 -7.63894e-05 internal_weight=0 177.805 293.318 internal_count=2862 728 2134 is_linear=0 shrinkage=0.000320362 Tree=1006 num_leaves=4 num_cat=0 split_feature=52 1 42 split_gain=32.3051 35.9929 4.02702 threshold=-0.41694999999999993 0.10100500000000003 0.091005000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011820339182590745 -0.00014137848807729044 0.00047091874470167269 -0.00028266798288644493 leaf_weight=22.834282295778397 254.67813411541283 145.29909686744213 6.0916597098112097 leaf_count=223 1953 627 59 internal_value=0 8.10616e-05 -0.000992943 internal_weight=0 399.977 28.9259 internal_count=2862 2580 282 is_linear=0 shrinkage=0.000981718 Tree=1007 num_leaves=4 num_cat=0 split_feature=1 52 3 split_gain=46.3591 42.4979 38.823 threshold=0.10100500000000003 -0.32783999999999996 -0.12032499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011990004394156844 -0.00035027430577192734 0.00013268376858012535 -0.00015603978002690449 leaf_weight=51.511441089212894 17.136285211890936 145.00340659916401 257.23357308283448 leaf_count=173 109 619 1961 internal_value=0 8.16055e-05 -0.000109997 internal_weight=0 162.14 308.745 internal_count=2862 728 2134 is_linear=0 shrinkage=0.000290162 Tree=1008 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=65.7528 48.6161 25.2631 threshold=0.10384000000000002 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016655101948662702 0.0002166133770249272 -0.00015613421469807997 -6.1249306971433904e-05 leaf_weight=53.843426380306482 119.70868200808764 248.59707310050726 41.866172540932894 leaf_count=198 459 1993 169 internal_value=0 -9.86797e-05 0.000144617 internal_weight=0 302.44 161.575 internal_count=2819 2191 628 is_linear=0 shrinkage=0.000307922 Tree=1009 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=54.8386 44.46 7.32371 threshold=0.28937500000000005 0.083325000000000024 -0.19126499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8875650009004435e-05 5.4575776592165322e-05 -0.00013287808268076581 0.00025015003508096058 leaf_weight=178.94180290400982 18.260279133915901 210.41980931349099 55.953782595694065 leaf_count=601 62 1921 235 internal_value=0 -4.93499e-05 0.000202056 internal_weight=0 389.362 74.2141 internal_count=2819 2522 297 is_linear=0 shrinkage=0.000268065 Tree=1010 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=63.9453 47.6846 23.7149 threshold=0.10384000000000002 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016814935677426606 0.00021780260883597102 -0.00015708120078959404 -5.5641328471098368e-05 leaf_weight=54.148626022040844 118.97010786086321 248.46058304235339 42.439646955579519 leaf_count=198 459 1993 169 internal_value=0 -9.88778e-05 0.000145908 internal_weight=0 302.609 161.41 internal_count=2819 2191 628 is_linear=0 shrinkage=0.00031408 Tree=1011 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=42.1906 44.2716 23.2433 threshold=0.10413000000000001 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004782079685332997 0.00055255506024709392 -0.00039406055319093263 -0.00022470069136607045 leaf_weight=52.250510435551405 103.26785583049059 227.42258865758777 38.593987960368395 leaf_count=202 451 1998 168 internal_value=0 -0.000231076 0.000341098 internal_weight=0 279.673 141.862 internal_count=2819 2200 619 is_linear=0 shrinkage=0.000854645 Tree=1012 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=47.1034 28.8411 8.7813 threshold=0.27150500000000005 1.0000000180025095e-35 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9058839877143484e-05 8.5999679346446259e-05 -0.00012600326160736397 0.00028357308495741466 leaf_weight=159.90801018476486 36.147464476525784 220.6604267321527 43.363489769399166 leaf_count=521 133 1952 195 internal_value=0 -5.66487e-05 0.000193794 internal_weight=0 380.568 79.511 internal_count=2801 2473 328 is_linear=0 shrinkage=0.000295965 Tree=1013 num_leaves=4 num_cat=0 split_feature=133 13 42 split_gain=29.96 29.2386 1.81614 threshold=-0.38664499999999996 -0.094744999999999982 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00094944528394913714 0.00049883477370932141 -0.00010924626788752845 -0.0015596319174532708 leaf_weight=7.7649309858679771 73.42191369459033 330.53615233674645 7.3541077747940999 leaf_count=99 323 2329 50 internal_value=0 1.29463e-06 -0.00124784 internal_weight=0 403.958 15.119 internal_count=2801 2652 149 is_linear=0 shrinkage=0.000871738 Tree=1014 num_leaves=4 num_cat=0 split_feature=4 31 0 split_gain=43.6537 28.9645 10.2607 threshold=0.27150500000000005 -1.0000000180025095e-35 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031494754291129599 2.9833300784543645e-05 -0.0001070841929414997 0.00024312473095483401 leaf_weight=12.539260551333426 31.547843843698502 382.07202870771289 36.218241453170776 leaf_count=41 133 2432 195 internal_value=0 -9.3659e-05 0.000143865 internal_weight=0 394.611 67.7661 internal_count=2801 2473 328 is_linear=0 shrinkage=0.000273426 Tree=1015 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=51.0537 40.0587 33.0639 threshold=0.10384000000000002 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015242773929180804 0.00019724613168546062 -0.0001396044016259569 -0.00011947636772526279 leaf_weight=51.481782875955105 122.14147561788559 253.63051352836192 39.818820800632238 leaf_count=184 475 1974 168 internal_value=0 -9.03232e-05 0.000119373 internal_weight=0 305.112 161.96 internal_count=2801 2158 643 is_linear=0 shrinkage=0.000301884 Tree=1016 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=42.5531 46.0455 4.85206 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5115474727769776e-05 -0.00029548285188718418 6.9498422896476726e-05 -0.00041099542738909568 leaf_weight=7.2245971262454978 46.533300004899502 387.97137106582522 30.963292308151722 leaf_count=73 442 1946 362 internal_value=0 3.03995e-05 -0.000351313 internal_weight=0 434.505 38.1879 internal_count=2823 2388 435 is_linear=0 shrinkage=0.00034677 Tree=1017 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=36.2883 42.1605 4.93205 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.088099999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018552860562968704 -0.0007287506822040231 0.00016274689514279693 -0.00099056518421325934 leaf_weight=6.6530861649662247 41.597971141338348 354.27858405187726 27.318836400285363 leaf_count=76 442 1946 359 internal_value=0 6.90394e-05 -0.000833099 internal_weight=0 395.877 33.9719 internal_count=2823 2388 435 is_linear=0 shrinkage=0.000837887 Tree=1018 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=41.9341 46.7313 4.84315 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0201525595320399e-05 -0.00028042429903115963 6.6930891179324886e-05 -0.0003865506918827426 leaf_weight=7.3155868649482718 46.303380858153105 385.75858651474118 30.461320787668228 leaf_count=73 442 1946 362 internal_value=0 2.96947e-05 -0.000329237 internal_weight=0 432.062 37.7769 internal_count=2823 2388 435 is_linear=0 shrinkage=0.000326769 Tree=1019 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=45.7553 34.4666 27.1678 threshold=0.078300000000000008 -0.026279999999999998 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010134109359315177 0.00011574190869009238 -0.0001330569051263184 0.00013662199051356783 leaf_weight=44.961380280554295 52.48149548470974 201.02944128774107 177.1110799908638 leaf_count=166 184 1866 607 internal_value=0 -8.15461e-05 8.84388e-05 internal_weight=0 253.511 222.072 internal_count=2823 2050 773 is_linear=0 shrinkage=0.000273426 Tree=1020 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=53.1644 42.1986 30.76 threshold=0.040165000000000006 0.14953500000000003 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014552750487292104 -0.00015472071286886621 0.00014634753100859206 -0.00016349108899195398 leaf_weight=191.48423892259598 210.48974876478314 50.562239184975624 33.075598903000355 leaf_count=654 1922 183 129 internal_value=0 -9.64014e-05 0.000100002 internal_weight=0 261.052 224.56 internal_count=2888 2105 783 is_linear=0 shrinkage=0.000295965 Tree=1021 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=48.8066 41.5561 29.1107 threshold=0.040165000000000006 0.14953500000000003 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001571067934898905 -0.00016604203751133113 0.00016454714375601135 -0.00017619854291282998 leaf_weight=189.88631765544415 206.35845636203885 50.528928138315678 32.798782460391521 leaf_count=654 1922 183 129 internal_value=0 -0.000101009 0.000108004 internal_weight=0 256.887 222.685 internal_count=2888 2105 783 is_linear=0 shrinkage=0.000326769 Tree=1022 num_leaves=4 num_cat=0 split_feature=52 15 159 split_gain=35.398 32.9467 4.99811 threshold=0.18829500000000002 -0.24436499999999997 -0.098904999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085379944835035275 -0.00062817685197169158 -3.0826503296059952e-05 -0.0013633257081628147 leaf_weight=41.795034393668175 19.114194836467505 362.11054632253945 14.534143103286622 leaf_count=218 195 2333 142 internal_value=0 6.07482e-05 -0.000946312 internal_weight=0 403.906 33.6483 internal_count=2888 2551 337 is_linear=0 shrinkage=0.000943597 Tree=1023 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=52.3563 43.4436 28.811 threshold=0.040165000000000006 0.14953500000000003 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014956108400136604 -0.00016127463718196259 0.00015621634509568774 -0.00016224082935910707 leaf_weight=190.49197955429554 210.06564515829086 50.716238625347614 32.943518817424774 leaf_count=654 1922 183 129 internal_value=0 -9.95228e-05 0.000103579 internal_weight=0 260.782 223.435 internal_count=2888 2105 783 is_linear=0 shrinkage=0.000307922 Tree=1024 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=51.8995 27.7667 17.5374 threshold=0.10413000000000001 -0.13112499999999996 0.14461000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010182297490486395 9.3767614904264942e-05 -0.00012163922392559014 0.00035044131533377781 leaf_weight=70.390190474689007 130.61304786428809 248.28525405749679 32.856403462588787 leaf_count=236 525 2012 119 internal_value=0 -7.22769e-05 0.000145392 internal_weight=0 318.675 163.469 internal_count=2892 2248 644 is_linear=0 shrinkage=0.00031408 Tree=1025 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=53.442 28.2252 23.9864 threshold=0.10400500000000001 -0.13112499999999996 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010781624009165711 0.00022445647201061261 -0.00012808245845569323 -6.6297730699017371e-05 leaf_weight=69.333432748913765 123.93417389690876 247.22955704294145 40.087554432451725 leaf_count=235 479 2010 168 internal_value=0 -7.64127e-05 0.000153396 internal_weight=0 316.563 164.022 internal_count=2892 2245 647 is_linear=0 shrinkage=0.000326769 Tree=1026 num_leaves=4 num_cat=0 split_feature=1 12 2 split_gain=34.926 27.2772 4.99899 threshold=0.12856000000000004 0.040165000000000006 0.14280500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018497991611356624 0.00042181193504572576 -0.00028202554688363705 0.00096220655417583983 leaf_weight=168.12239867448807 27.254342071712017 218.61052090860903 24.96349361538887 leaf_count=580 135 2071 106 internal_value=0 -7.90076e-05 0.000680413 internal_weight=0 386.733 52.2178 internal_count=2892 2651 241 is_linear=0 shrinkage=0.000871738 Tree=1027 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=33.7729 34.23 5.00345 threshold=0.12856000000000004 0.072090000000000015 0.14280500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002029215543551348 0.00044028710802693471 0.00054691049054589205 0.0010177121229853993 leaf_weight=323.57895571738482 27.089599505066872 62.081455405801535 24.490251816809177 leaf_count=2427 135 224 106 internal_value=0 -8.21967e-05 0.000714725 internal_weight=0 385.66 51.5799 internal_count=2892 2651 241 is_linear=0 shrinkage=0.000925095 Tree=1028 num_leaves=4 num_cat=0 split_feature=159 403 16 split_gain=39.0612 33.5144 9.06631 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.47730499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027136219924468795 -0.00060281074527083328 0.00021242963744546206 -0.0010020814916446975 leaf_weight=5.7209922075271598 51.667916122823954 341.85936147533357 37.939028240740299 leaf_count=24 582 1791 458 internal_value=0 0.000105369 -0.00083517 internal_weight=0 393.527 43.66 internal_count=2855 2373 482 is_linear=0 shrinkage=0.000943597 Tree=1029 num_leaves=4 num_cat=0 split_feature=159 1 16 split_gain=37.7018 32.6981 8.82258 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.47730499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024516718445378175 -0.00025100040950513729 0.00027786030798378577 -0.00091648694804772387 leaf_weight=5.7192630171775809 135.66375559940934 257.32036504521966 37.469209814444184 leaf_count=24 1191 1182 458 internal_value=0 9.52867e-05 -0.000762614 internal_weight=0 392.984 43.1885 internal_count=2855 2373 482 is_linear=0 shrinkage=0.000871738 Tree=1030 num_leaves=4 num_cat=0 split_feature=159 52 16 split_gain=36.391 32.4363 8.58435 threshold=-1.0000000180025095e-35 -0.32783999999999996 -0.47730499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023505683731677137 -0.00075455932660972638 0.00016293757682761816 -0.00088941126613967388 leaf_weight=5.7175733894109717 30.500990003347397 361.58971180766821 37.009209346026182 leaf_count=24 281 2092 458 internal_value=0 9.15316e-05 -0.0007389 internal_weight=0 392.091 42.7268 internal_count=2855 2373 482 is_linear=0 shrinkage=0.000854645 Tree=1031 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=51.2238 36.3959 5.75141 threshold=0.28937500000000005 0.083325000000000024 -0.080244999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8913993936463187e-05 8.1383100730750391e-05 -0.00013061449892242167 0.00028484496877086423 leaf_weight=186.30571214109659 17.897874146699905 215.59704558923841 58.759177394211292 leaf_count=621 64 1921 249 internal_value=0 -4.27582e-05 0.000237373 internal_weight=0 401.903 76.6571 internal_count=2855 2542 313 is_linear=0 shrinkage=0.00031408 Tree=1032 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=34.2124 35.713 0.0803635 threshold=-0.4290699999999999 -0.019414999999999998 0.086315000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011012071357794399 -7.996904236611026e-05 0.00057308409776218167 -0.00097479440127742163 leaf_weight=6.8438197709620026 333.61337481252849 74.876087293028831 17.057517673820257 leaf_count=59 2369 256 194 internal_value=0 3.97567e-05 -0.00101184 internal_weight=0 408.489 23.9013 internal_count=2878 2625 253 is_linear=0 shrinkage=0.000854645 Tree=1033 num_leaves=4 num_cat=0 split_feature=52 2 3 split_gain=33.3145 34.6061 0.0552218 threshold=-0.4290699999999999 0.089765000000000025 -0.075609999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00097763665967394984 -0.00023705268346489971 0.00026334312514295663 -0.0010931889606728062 leaf_weight=17.469323318451647 183.02819063141942 225.05190158262849 5.9902735315263262 leaf_count=208 1481 1144 45 internal_value=0 3.89098e-05 -0.00100801 internal_weight=0 408.08 23.4596 internal_count=2878 2625 253 is_linear=0 shrinkage=0.000854645 Tree=1034 num_leaves=4 num_cat=0 split_feature=4 376 49 split_gain=48.6421 36.8787 13.5545 threshold=0.27150500000000005 0.048375000000000008 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5953487010476864e-05 0.0002463730517679025 0.00023766261990772035 -4.0729877302303641e-05 leaf_weight=355.50231929682195 67.312704473733902 33.155832633376122 16.578978262841702 leaf_count=2427 282 100 69 internal_value=0 -4.9189e-05 0.000189638 internal_weight=0 388.658 83.8917 internal_count=2878 2527 351 is_linear=0 shrinkage=0.000284472 Tree=1035 num_leaves=4 num_cat=0 split_feature=4 376 151 split_gain=47.3287 36.5802 13.0035 threshold=0.28937500000000005 0.048375000000000008 -0.075719999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.851254958288606e-05 -2.0982929048162813e-05 0.00026379349849495854 0.00028807135787747059 leaf_weight=362.20254879631102 17.28700678050518 33.639320775866508 60.132367298007011 leaf_count=2453 67 101 257 internal_value=0 -4.94115e-05 0.000219074 internal_weight=0 395.842 77.4194 internal_count=2878 2554 324 is_linear=0 shrinkage=0.00031408 Tree=1036 num_leaves=4 num_cat=0 split_feature=1213 159 132 split_gain=38.01 37.8001 1.23811 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.079320000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00099729043112628318 -0.00076500906793740568 0.00013781201623607831 -0.0005313975592791322 leaf_weight=26.619362555444244 37.491462361067533 349.34822078235447 5.0254564285278311 leaf_count=382 406 1976 40 internal_value=0 5.02796e-05 -0.000923668 internal_weight=0 386.84 31.6448 internal_count=2804 2382 422 is_linear=0 shrinkage=0.000854645 Tree=1037 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=55.6958 45.3855 28.4923 threshold=0.078300000000000008 0.098330000000000015 0.13514000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015764325297715808 -0.00014314401749995824 0.00040304574722701202 -0.00017466485582758035 leaf_weight=181.06505001336336 234.40592805668712 16.015865869820118 29.598606705665588 leaf_count=620 2036 32 116 internal_value=0 -0.000108184 0.000110942 internal_weight=0 250.422 210.664 internal_count=2804 2068 736 is_linear=0 shrinkage=0.00031408 Tree=1038 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=57.2877 42.5039 28.2435 threshold=0.078300000000000008 0.098330000000000015 0.13514000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012759451250733391 -0.0001189717574130743 0.00031609921990942359 -0.00014246427153110305 leaf_weight=182.57475953549147 238.04201280325651 15.884552389383314 29.90536954253912 leaf_count=620 2036 32 116 internal_value=0 -9.17339e-05 8.95759e-05 internal_weight=0 253.927 212.48 internal_count=2804 2068 736 is_linear=0 shrinkage=0.000257655 Tree=1039 num_leaves=4 num_cat=0 split_feature=1213 159 403 split_gain=37.1682 36.444 1.29374 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062061939179082991 -0.00084842765855228986 0.00015165187242255698 -0.0011287150395000599 leaf_weight=5.7750938758254078 37.330906482413411 350.61914739757776 25.483716377988458 leaf_count=72 406 1976 350 internal_value=0 5.53811e-05 -0.00103528 internal_weight=0 387.95 31.2588 internal_count=2804 2382 422 is_linear=0 shrinkage=0.000962469 Tree=1040 num_leaves=4 num_cat=0 split_feature=13 52 0 split_gain=32.6269 29.0583 2.4608 threshold=-0.24921999999999997 -0.41694999999999993 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056983888233810452 -0.0010219266427787315 -1.8485716117951871e-05 0.0010455030089070662 leaf_weight=18.038928918540478 26.477602671831846 363.81078092195094 19.430938452482224 leaf_count=85 287 2420 68 internal_value=0 -8.66069e-05 0.000816913 internal_weight=0 390.288 37.4699 internal_count=2860 2707 153 is_linear=0 shrinkage=0.000925095 Tree=1041 num_leaves=4 num_cat=0 split_feature=13 124 0 split_gain=31.4929 29.4178 2.39107 threshold=-0.24921999999999997 -1.0000000180025095e-35 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055159502659928082 0.00054393379741219674 -0.0001820973089847913 0.00101373000387738 leaf_weight=17.862623326480389 53.134187608957291 336.69394968636334 19.20907873660326 leaf_count=85 230 2477 68 internal_value=0 -8.31163e-05 0.000791454 internal_weight=0 389.828 37.0717 internal_count=2860 2707 153 is_linear=0 shrinkage=0.000906956 Tree=1042 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=30.3973 28.7242 2.32355 threshold=-0.24921999999999997 -0.017269999999999997 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056655510069404452 -0.00021248003149785657 0.00042963088783298304 0.0010430336360915391 leaf_weight=17.689936399459839 311.65943191759288 77.42359372228384 18.99068583548069 leaf_count=85 2400 307 68 internal_value=0 -8.46916e-05 0.000813657 internal_weight=0 389.083 36.6806 internal_count=2860 2707 153 is_linear=0 shrinkage=0.000943597 Tree=1043 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=29.9395 32.2454 24.6297 threshold=0.085260000000000016 -0.37613999999999997 0.14953500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084075554997471973 -0.00074240423840002791 0.00019600427201496625 0.00092240813561384903 leaf_weight=29.123480556532741 66.714475728571415 320.0943295955658 8.9601202905178052 leaf_count=295 828 1705 32 internal_value=0 0.000109501 -0.000545102 internal_weight=0 349.218 75.6746 internal_count=2860 2000 860 is_linear=0 shrinkage=0.000943597 Tree=1044 num_leaves=4 num_cat=0 split_feature=123 130 1 split_gain=37.0848 32.4878 6.80623 threshold=1.0000000180025095e-35 -0.076549999999999993 0.092845000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086350050622570112 0.00013160735802617552 -0.00022840388201739203 0.0008991889730043238 leaf_weight=27.262031514197588 14.503382325172423 337.7507727779448 40.878555119037628 leaf_count=123 37 2476 209 internal_value=0 -0.000146811 0.00069829 internal_weight=0 365.013 55.3819 internal_count=2845 2599 246 is_linear=0 shrinkage=0.000962469 Tree=1045 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=57.4133 46.0121 25.8603 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014529822761107954 0.00019721320160554022 0.00023090525357377182 -8.284659477325811e-05 leaf_weight=247.98809648305178 136.21572941541672 36.816378481686115 42.712946448475122 leaf_count=2023 542 92 188 internal_value=0 -9.66546e-05 0.000130357 internal_weight=0 284.804 178.929 internal_count=2845 2115 730 is_linear=0 shrinkage=0.00031408 Tree=1046 num_leaves=4 num_cat=0 split_feature=123 4 1 split_gain=36.0329 32.6811 6.74323 threshold=1.0000000180025095e-35 0.14953500000000003 0.092845000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023579259709145117 0.00010234930270072229 0.00030757992708339371 0.00070589988933027518 leaf_weight=282.9651565272361 14.501161500811575 82.267398573458195 40.318764712661505 leaf_count=2253 37 346 209 internal_value=0 -0.00011339 0.000546338 internal_weight=0 365.233 54.8199 internal_count=2845 2599 246 is_linear=0 shrinkage=0.0007589 Tree=1047 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=53.2126 33.5766 26.8061 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001236192695856149 0.0001841390851897372 -0.00014207428175057514 -9.0526306032644749e-05 leaf_weight=53.288465816527605 134.7090312987566 232.02494402974844 42.615040577948093 leaf_count=193 542 1922 188 internal_value=0 -9.24453e-05 0.000118128 internal_weight=0 285.313 177.324 internal_count=2845 2115 730 is_linear=0 shrinkage=0.000301884 Tree=1048 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=47.766 35.7146 35.0437 threshold=0.090445000000000011 -0.07249499999999999 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054954403680123611 -0.0009105636432214714 0.00021615627900642146 0.00036646268434647501 leaf_weight=138.82541067712009 16.980415306985378 65.463634481653571 204.77401813492179 leaf_count=1487 126 358 925 internal_value=0 -0.000304181 0.000268607 internal_weight=0 204.289 221.754 internal_count=2896 1845 1051 is_linear=0 shrinkage=0.000854645 Tree=1049 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=45.8946 34.6672 33.7834 threshold=0.090445000000000011 -0.11327499999999999 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041568480182804096 -0.00088404648935322275 -0.00046218842350318612 0.00035268158781152475 leaf_weight=39.093447171151638 16.764851111918688 164.04323087818921 203.93467232957482 leaf_count=154 126 1691 925 internal_value=0 -0.000293219 0.000258668 internal_weight=0 203.137 220.7 internal_count=2896 1845 1051 is_linear=0 shrinkage=0.000837887 Tree=1050 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=44.0839 34.2814 32.5675 threshold=0.090445000000000011 -0.07249499999999999 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060499916872150882 -0.0010056021302693493 0.00024247442873045051 0.00039765172877775234 leaf_weight=136.74712847918272 16.552595544606447 65.327401164919138 203.1146334297955 leaf_count=1487 126 358 925 internal_value=0 -0.000331028 0.000291834 internal_weight=0 202.075 219.667 internal_count=2896 1845 1051 is_linear=0 shrinkage=0.000962469 Tree=1051 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=68.6841 38.8311 32.2911 threshold=0.090445000000000011 0.049460000000000011 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017261195840371059 0.00016403326063005758 0.00018082535568739619 -9.5831963247692639e-05 leaf_weight=188.18647062964737 189.72072110697627 31.819030083715916 53.737976666539907 leaf_count=1767 809 78 242 internal_value=0 -0.000121484 0.000106671 internal_weight=0 220.006 243.459 internal_count=2896 1845 1051 is_linear=0 shrinkage=0.000295965 Tree=1052 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=30.6355 41.6613 33.6817 threshold=0.077020000000000019 -0.035274999999999994 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00059440456135612444 -0.00072742427547768359 0.00052278978657252604 0.00026558175144759672 leaf_weight=111.05654696375132 29.072159320116043 32.85650485008955 240.98603856191039 leaf_count=1364 163 86 1214 internal_value=0 -0.000339305 0.000158639 internal_weight=0 143.913 270.058 internal_count=2827 1450 1377 is_linear=0 shrinkage=0.000871738 Tree=1053 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=48.58 48.4056 17.816 threshold=0.083325000000000024 -0.24449499999999999 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015251456629396652 0.0001929009558809726 -0.00019965836484869801 -0.00012091732633667187 leaf_weight=186.79539104923606 47.742297291755676 180.61336293071508 33.831366948783398 leaf_count=695 179 1823 130 internal_value=0 -0.000117577 0.000110579 internal_weight=0 228.356 220.627 internal_count=2827 2002 825 is_linear=0 shrinkage=0.00034677 Tree=1054 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=49.5424 50.0081 18.3109 threshold=0.083325000000000024 -0.24449499999999999 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011725851085132948 0.00015018471427705098 -0.00015609010676712664 -9.6433733729218472e-05 leaf_weight=188.89886878430843 48.378914594650269 183.78514817357063 33.985491104424 leaf_count=695 179 1823 130 internal_value=0 -9.22607e-05 8.46692e-05 internal_weight=0 232.164 222.884 internal_count=2827 2002 825 is_linear=0 shrinkage=0.000268065 Tree=1055 num_leaves=4 num_cat=0 split_feature=12 16 3 split_gain=30.3485 41.6631 18.8412 threshold=0.083325000000000024 -0.24449499999999999 -0.016239999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00060615906850460075 0.00048472916883941504 -0.00044385991576730157 4.5941859984547814e-05 leaf_weight=63.494182869791985 44.98170567676425 163.58894195221364 141.64617851004004 leaf_count=239 179 1823 586 internal_value=0 -0.000243568 0.000219378 internal_weight=0 208.571 205.14 internal_count=2827 2002 825 is_linear=0 shrinkage=0.000854645 Tree=1056 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=58.6814 36.0979 22.0486 threshold=0.080070000000000016 -0.21083999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023873152016115845 0.00035212773211150769 -0.00012977122852151734 4.2680227028576316e-05 leaf_weight=77.607177957892418 14.483934037387369 222.83166701905429 142.50347404927015 leaf_count=274 41 1985 499 internal_value=0 -0.000100334 0.000111819 internal_weight=0 237.316 220.111 internal_count=2799 2026 773 is_linear=0 shrinkage=0.000295965 Tree=1057 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=29.0201 27.217 3.08629 threshold=0.048375000000000008 0.15360000000000004 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013763594419777242 0.00096143936865603595 0.00071937645565908173 0.00046719276357958141 leaf_weight=341.0443969797343 20.264518339186907 30.67565306276083 18.360528357326984 leaf_count=2511 76 139 73 internal_value=0 -6.68789e-05 0.000726845 internal_weight=0 371.72 38.625 internal_count=2799 2650 149 is_linear=0 shrinkage=0.000871738 Tree=1058 num_leaves=4 num_cat=0 split_feature=12 49 3 split_gain=34.7895 34.3613 21.8814 threshold=0.081135000000000013 -0.21083999999999997 -0.0098449999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078456964273676403 0.0013342468298035738 -0.00040099753438615799 6.5434471469454837e-05 leaf_weight=70.632538288831711 13.210836447775362 194.22463965788484 131.21570455655456 leaf_count=253 40 1971 535 internal_value=0 -0.000290373 0.000317131 internal_weight=0 207.435 201.848 internal_count=2799 2011 788 is_linear=0 shrinkage=0.00104181 Tree=1059 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=33.3943 31.9781 20.4799 threshold=0.080070000000000016 -0.21083999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00065325459494887557 0.0010708871370447078 -0.00032440955814535231 6.2527619505303847e-05 leaf_weight=67.583417102694511 13.313306652009485 195.85367717780173 131.08099631220102 leaf_count=274 41 1985 499 internal_value=0 -0.00023551 0.00026353 internal_weight=0 209.167 198.664 internal_count=2799 2026 773 is_linear=0 shrinkage=0.000871738 Tree=1060 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=52.9676 37.2476 20.2448 threshold=0.10423500000000001 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001681512295962946 0.0002209826252176694 -0.00014748178457186877 -6.0981531815774935e-05 leaf_weight=50.267322771251202 113.67044340074062 238.70496855117381 37.649288155138493 leaf_count=189 473 1993 163 internal_value=0 -9.25693e-05 0.000150829 internal_weight=0 288.972 151.32 internal_count=2818 2182 636 is_linear=0 shrinkage=0.000333305 Tree=1061 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=36.6536 34.879 18.7203 threshold=0.10423500000000001 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048077418099858396 0.00055545320056419527 -0.00036981962762726463 -0.00021265985946668819 leaf_weight=48.294069092720747 101.88168607279658 221.28125166893005 35.074653599411249 leaf_count=189 473 1993 163 internal_value=0 -0.000217414 0.000358736 internal_weight=0 269.575 136.956 internal_count=2818 2182 636 is_linear=0 shrinkage=0.000906956 Tree=1062 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=35.2053 33.4111 18.0824 threshold=0.10423500000000001 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042539013291314343 0.00049616616579875681 -0.00032866697621791583 -0.00018813423018753135 leaf_weight=48.32762760668993 100.99695330485702 220.46767026558518 35.104262135922909 leaf_count=189 473 1993 163 internal_value=0 -0.000193072 0.000319665 internal_weight=0 268.795 136.101 internal_count=2818 2182 636 is_linear=0 shrinkage=0.000821458 Tree=1063 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=33.8116 32.0039 17.4642 threshold=0.10423500000000001 -0.12032499999999997 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041557181591323584 0.00048928092895890755 -0.00032247295031918801 -0.00018376337058148668 leaf_weight=48.359937347471714 100.13116676732898 219.67195980064571 35.133261110633612 leaf_count=189 473 1993 163 internal_value=0 -0.00018929 0.000314465 internal_weight=0 268.032 135.264 internal_count=2818 2182 636 is_linear=0 shrinkage=0.000821458 Tree=1064 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=55.604 51.5413 30.9426 threshold=1.0000000180025095e-35 0.084610000000000005 -0.035274999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019872949404473134 0.00011891077442272591 -0.00020823903738969896 0.00011904900931606519 leaf_weight=118.94432791508734 264.39562173932791 43.622057760134339 29.790883414447308 leaf_count=1355 1067 354 87 internal_value=0 7.25692e-05 -0.000135073 internal_weight=0 308.018 148.735 internal_count=2863 1421 1442 is_linear=0 shrinkage=0.000278894 Tree=1065 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=56.3905 43.871 30.7639 threshold=1.0000000180025095e-35 0.26746000000000009 -0.035274999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023908552530265003 0.00013119327115371969 -0.00026259124913017342 0.00013938320242223609 leaf_weight=119.33600828796625 274.03073748573661 35.483520433306694 29.807485185563564 leaf_count=1355 1219 202 87 internal_value=0 8.60354e-05 -0.000163437 internal_weight=0 309.514 149.143 internal_count=2863 1421 1442 is_linear=0 shrinkage=0.000333305 Tree=1066 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=58.4575 41.0619 28.3159 threshold=1.0000000180025095e-35 0.10489000000000002 -0.035274999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021813579569227164 0.00013424422729545473 -0.00016714103755696336 0.000117719807561893 leaf_weight=118.54950739629567 258.68070986308157 51.357329651713371 29.766589723527431 leaf_count=1355 1151 270 87 internal_value=0 8.4313e-05 -0.000150724 internal_weight=0 310.038 148.316 internal_count=2863 1421 1442 is_linear=0 shrinkage=0.000307922 Tree=1067 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=39.9725 45.3423 26.8107 threshold=1.0000000180025095e-35 0.084610000000000005 0.092105000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054850651028653496 0.00036222357735646028 -0.00068411755213947177 0.0006186190510004075 leaf_weight=116.12815027311444 241.5029193777591 39.642770692706108 18.795902794227004 leaf_count=1312 1067 354 130 internal_value=0 0.000214648 -0.000385853 internal_weight=0 281.146 134.924 internal_count=2863 1421 1442 is_linear=0 shrinkage=0.000906956 Tree=1068 num_leaves=4 num_cat=0 split_feature=15 49 1 split_gain=27.0913 32.0673 5.00199 threshold=-0.24436499999999997 -0.034759999999999992 0.11584000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023652323360294801 0.00032429702683694009 -0.00025949596611018208 0.00088827293625279552 leaf_weight=14.276596523821352 102.75863831490278 269.32205008901656 26.83907800540328 leaf_count=52 406 2261 179 internal_value=0 -9.82597e-05 0.000662181 internal_weight=0 372.081 41.1157 internal_count=2898 2667 231 is_linear=0 shrinkage=0.000889172 Tree=1069 num_leaves=4 num_cat=0 split_feature=2 2 52 split_gain=26.5849 40.2773 25.4189 threshold=0.089765000000000025 -1.0000000180025095e-35 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045024515138339854 -0.00067117347960901738 -0.00052131580028333532 0.00027903406187832831 leaf_weight=44.957658875733614 24.921720016747713 134.98887942172587 206.98532924801111 leaf_count=208 232 1377 1081 internal_value=0 -0.00027856 0.000176874 internal_weight=0 179.947 231.907 internal_count=2898 1585 1313 is_linear=0 shrinkage=0.000889172 Tree=1070 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=42.1048 29.1524 28.0488 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001196210917195463 0.00018563735451033859 0.00021024582954091688 -0.00010752981102243585 leaf_weight=247.45265899226069 130.12437256425619 29.571316383779049 42.760243438184261 leaf_count=2082 554 74 188 internal_value=0 -8.43969e-05 0.000113123 internal_weight=0 277.024 172.885 internal_count=2898 2156 742 is_linear=0 shrinkage=0.00031408 Tree=1071 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=26.4541 33.2821 6.92906 threshold=0.12700000000000003 0.11978500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1126202745100058e-05 0.00087553168344052816 -0.001401678378956221 0.00027470197888493635 leaf_weight=346.95779591612518 20.992302022874355 12.23366001434624 30.617024347186089 leaf_count=2566 135 72 125 internal_value=0 -9.71966e-05 0.000519325 internal_weight=0 359.191 51.6093 internal_count=2898 2638 260 is_linear=0 shrinkage=0.000805351 Tree=1072 num_leaves=4 num_cat=0 split_feature=12 1 3 split_gain=43.6988 29.8507 29.5773 threshold=0.083325000000000024 0.088035000000000016 0.10805000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5814004165319162e-05 -0.00010616207348819976 0.00013570132426523731 0.00032509083480778127 leaf_weight=69.508812569081783 209.11429170146585 163.69693272560835 11.100845538079737 leaf_count=280 1950 603 25 internal_value=0 7.56376e-05 -8.43967e-05 internal_weight=0 233.206 220.215 internal_count=2858 883 1975 is_linear=0 shrinkage=0.000257655 Tree=1073 num_leaves=4 num_cat=0 split_feature=12 3 1 split_gain=42.9621 32.7393 29.1124 threshold=0.083325000000000024 0.10805000000000002 0.088035000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4311006588507653e-05 -0.0001220342193185704 0.00038701229379403679 0.00014996626089407164 leaf_weight=69.530752886086702 208.68508709594607 11.190342612564562 162.78453193604946 leaf_count=280 1950 25 603 internal_value=0 -9.60954e-05 8.28407e-05 internal_weight=0 219.875 232.315 internal_count=2858 1975 883 is_linear=0 shrinkage=0.000290162 Tree=1074 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=28.0265 32.5553 threshold=0.078275000000000025 -0.12877499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045175393784919506 -0.0012413995168084472 -0.00011523688273936018 leaf_weight=103.94607425108552 13.559654723852871 296.2008721716702 leaf_count=354 84 2420 internal_value=0 3.20647e-05 internal_weight=0 400.147 internal_count=2858 2774 is_linear=0 shrinkage=0.000871738 Tree=1075 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=27.1587 38.4327 35.4109 threshold=0.077020000000000019 0.088655000000000025 0.024745000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059122441218411323 0.00029957318002553254 -0.00073363987066970117 0.00060755745899571459 leaf_weight=110.2077566459775 238.43534153141081 37.014655223116279 27.375177793204784 leaf_count=1371 1114 303 70 internal_value=0 0.00016069 -0.000352649 internal_weight=0 275.45 137.583 internal_count=2858 1417 1441 is_linear=0 shrinkage=0.000943597 Tree=1076 num_leaves=4 num_cat=0 split_feature=484 42 2 split_gain=34.4556 35.1749 7.27732 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.11728500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00093821275124529558 -0.00040995016373264774 0.00021857270457947047 -9.1179871636848679e-05 leaf_weight=28.685098538175225 75.73282858543098 290.49340559914708 8.9933661706745607 leaf_count=404 730 1662 45 internal_value=0 8.85843e-05 -0.000736185 internal_weight=0 366.226 37.6785 internal_count=2841 2392 449 is_linear=0 shrinkage=0.000821458 Tree=1077 num_leaves=4 num_cat=0 split_feature=484 42 2 split_gain=33.2913 33.6788 7.18127 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.11728500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011820392774016314 -0.00050992571030626524 0.00027109176417384318 -0.00011301259116037751 leaf_weight=28.232977895066142 75.487822692841291 290.38136294484138 8.9963121786713582 leaf_count=404 730 1662 45 internal_value=0 0.00010993 -0.000923904 internal_weight=0 365.869 37.2293 internal_count=2841 2392 449 is_linear=0 shrinkage=0.00104181 Tree=1078 num_leaves=4 num_cat=0 split_feature=484 42 2 split_gain=32.1639 32.2449 7.08476 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.11728500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010021465251413091 -0.00042681895584085854 0.00022627026123435106 -9.4265823188424781e-05 leaf_weight=27.78974712267518 75.249715581536293 290.27318435907364 8.9991947188973409 leaf_count=404 730 1662 45 internal_value=0 9.18044e-05 -0.000780228 internal_weight=0 365.523 36.7889 internal_count=2841 2392 449 is_linear=0 shrinkage=0.000889172 Tree=1079 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=42.1854 36.0816 27.1468 threshold=0.10100500000000003 -0.060094999999999989 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012937316100028226 -0.00025731736400508049 0.00013169623471749646 0.00015960813719148202 leaf_weight=211.10733234882355 15.650947056710718 62.518805116415024 155.32136704772711 leaf_count=1868 93 232 648 internal_value=0 -6.97183e-05 0.000121418 internal_weight=0 273.626 170.972 internal_count=2841 2100 741 is_linear=0 shrinkage=0.000301884 Tree=1080 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=33.1686 34.6518 threshold=0.078335000000000016 -0.09812499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00067634886380030647 -0.0014203039049891367 -6.4953728750313878e-05 leaf_weight=64.679840207099915 13.416608192026613 325.23982469923794 leaf_count=277 88 2500 internal_value=0 5.80406e-05 internal_weight=0 389.92 internal_count=2865 2777 is_linear=0 shrinkage=0.000925095 Tree=1081 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=32.0771 33.2807 threshold=0.078335000000000016 -0.09812499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062615894707387899 -0.0013244805132096539 -5.9845123183994222e-05 leaf_weight=64.362012840807438 13.255392551422117 325.18326850794256 leaf_count=277 88 2500 internal_value=0 5.3524e-05 internal_weight=0 389.545 internal_count=2865 2777 is_linear=0 shrinkage=0.000871738 Tree=1082 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=40.8649 52.4086 21.9303 threshold=0.0047850000000000011 -0.09812499999999999 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018679400503679057 -9.5424406582811553e-05 -9.5778355917266271e-05 0.00025956248241114951 leaf_weight=68.465193260461092 18.740500580519438 286.20940094999969 67.0046067237854 leaf_count=277 66 2251 271 internal_value=0 -4.12244e-05 0.000181972 internal_weight=0 354.675 85.7451 internal_count=2865 2528 337 is_linear=0 shrinkage=0.000290162 Tree=1083 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=31.0179 32.0297 threshold=0.078335000000000016 -0.09812499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00076491510712368776 -0.0016287046185744954 -7.2884515180886208e-05 leaf_weight=64.153985913842916 13.111638203263281 325.68673762306571 leaf_count=277 88 2500 internal_value=0 6.50184e-05 internal_weight=0 389.841 internal_count=2865 2777 is_linear=0 shrinkage=0.0010839 Tree=1084 num_leaves=4 num_cat=0 split_feature=2 31 159 split_gain=37.8983 33.5876 28.7158 threshold=0.089765000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010878255914902146 -0.00095801619926076925 -0.0004483338532595833 0.0003946070291658086 leaf_weight=15.61272096633911 16.949779404327273 164.134356983006 217.05903179384768 leaf_count=82 180 1528 1109 internal_value=0 -0.000314803 0.000296563 internal_weight=0 179.747 234.009 internal_count=2899 1610 1289 is_linear=0 shrinkage=0.00100135 Tree=1085 num_leaves=4 num_cat=0 split_feature=2 30 52 split_gain=36.3384 34.8175 26.335 threshold=0.089765000000000025 1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046772789994506484 0.00039370029294587917 0.0011262512880117277 -0.0010338906069908625 leaf_weight=162.45980059355497 218.63284790143371 16.353831872344017 14.968065777793525 leaf_count=1520 1125 90 164 internal_value=0 -0.000321842 0.00030215 internal_weight=0 178.814 233.601 internal_count=2899 1610 1289 is_linear=0 shrinkage=0.00104181 Tree=1086 num_leaves=4 num_cat=0 split_feature=2 30 49 split_gain=34.8465 33.6767 25.9859 threshold=0.089765000000000025 1.0000000180025095e-35 0.076695000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036922762956478054 0.00039523562506932916 0.000902824171384603 -0.00025946953243639973 leaf_weight=161.81253325007856 177.17491467110813 16.043329797685146 56.00175709836185 leaf_count=1520 896 90 393 internal_value=0 -0.000254399 0.000237988 internal_weight=0 177.856 233.177 internal_count=2899 1610 1289 is_linear=0 shrinkage=0.000837887 Tree=1087 num_leaves=4 num_cat=0 split_feature=2 2 159 split_gain=40.4459 41.0047 27.5012 threshold=0.089765000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015489738603592659 -0.00027436844165146284 -0.00017735932273204674 0.00011585476464141155 leaf_weight=46.080315984785557 18.450345734134316 149.21727508120239 235.24183409847319 leaf_count=202 180 1408 1109 internal_value=0 -9.89561e-05 8.74564e-05 internal_weight=0 195.298 253.692 internal_count=2899 1610 1289 is_linear=0 shrinkage=0.000307922 Tree=1088 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=26.1814 33.5603 9.97145 threshold=-0.10433999999999997 -0.060324999999999997 0.106285 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010525774089061336 -7.3235997757275102e-05 0.00056687723287255471 -0.0001450671909380879 leaf_weight=24.148788280785084 272.17668617703021 89.515247158706188 16.951832145452499 leaf_count=225 2172 375 88 internal_value=0 8.52074e-05 -0.000678519 internal_weight=0 361.692 41.1006 internal_count=2860 2547 313 is_linear=0 shrinkage=0.000906956 Tree=1089 num_leaves=4 num_cat=0 split_feature=51 0 1 split_gain=25.1981 32.1768 9.78341 threshold=-0.10433999999999997 -0.060324999999999997 0.106285 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008901793012037971 -6.1119370026373957e-05 0.00047448119924904528 -0.00012097079778635717 leaf_weight=23.828031389042735 272.11057071015239 89.234203778207302 16.96136537566781 leaf_count=225 2172 375 88 internal_value=0 7.11654e-05 -0.000570527 internal_weight=0 361.345 40.7894 internal_count=2860 2547 313 is_linear=0 shrinkage=0.000774078 Tree=1090 num_leaves=4 num_cat=0 split_feature=51 50 52 split_gain=24.2508 31.1926 9.60771 threshold=-0.10433999999999997 0.088385000000000005 -0.15392499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003057648591117895 0.00017312912479509017 -0.00057878075556079328 -0.0011715247455809242 leaf_weight=25.782489245757461 314.81059180386364 46.195372687652707 14.700000610202549 leaf_count=194 2062 485 119 internal_value=0 7.6887e-05 -0.000620544 internal_weight=0 361.006 40.4825 internal_count=2860 2547 313 is_linear=0 shrinkage=0.000854645 Tree=1091 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=23.8538 26.9119 6.33551 threshold=0.18829500000000002 -0.41694999999999993 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082560907188855353 -1.6959170509955752e-05 0.00014560837295784097 -0.0010244594778096821 leaf_weight=27.417773496359587 7.2588028237223652 342.68694565445185 23.698053220286965 leaf_count=300 35 2236 289 internal_value=0 7.36206e-05 -0.000788376 internal_weight=0 370.105 30.9569 internal_count=2860 2536 324 is_linear=0 shrinkage=0.000943597 Tree=1092 num_leaves=4 num_cat=0 split_feature=4 13 0 split_gain=39.2793 36.3171 5.33962 threshold=0.28937500000000005 -0.24242999999999995 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030705519422993501 0.00012501842753365048 -6.5752932463718534e-05 0.00030870736560630155 leaf_weight=31.746269382536411 29.672593414783478 336.90549137815833 43.266739636659622 leaf_count=97 105 2406 215 internal_value=0 -3.36345e-05 0.000234033 internal_weight=0 368.652 72.9393 internal_count=2823 2503 320 is_linear=0 shrinkage=0.000333305 Tree=1093 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=31.8232 28.6396 15.8848 threshold=0.086500000000000007 -0.26248499999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083642414180705828 0.00042905254201895096 3.8407815655106147e-05 -0.00082595416201711267 leaf_weight=33.506434392184019 8.2435633130371553 320.09792849048972 38.71413448266685 leaf_count=200 35 2120 468 internal_value=0 0.000114066 -0.000605549 internal_weight=0 353.604 46.9577 internal_count=2823 2320 503 is_linear=0 shrinkage=0.000821458 Tree=1094 num_leaves=4 num_cat=0 split_feature=13 130 0 split_gain=29.0427 30.8726 3.0304 threshold=-0.24242999999999995 -0.076894999999999977 -0.10364499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049294526122975013 0.00078102276900547988 -0.00010487030063570649 0.00097345449831424578 leaf_weight=16.793350882828236 27.580354761332273 337.66374143771827 17.410410787910223 leaf_count=84 125 2552 62 internal_value=0 -3.79373e-05 0.000737941 internal_weight=0 365.244 34.2038 internal_count=2823 2677 146 is_linear=0 shrinkage=0.000805351 Tree=1095 num_leaves=4 num_cat=0 split_feature=4 13 3 split_gain=38.6886 35.1594 5.69361 threshold=0.28937500000000005 -0.24242999999999995 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023472329042133308 0.00022939427356744193 -5.1134556051038034e-05 7.332759277260258e-05 leaf_weight=31.21340187638998 49.130122177302837 334.32470983825624 22.714263893663883 leaf_count=97 214 2406 106 internal_value=0 -2.67141e-05 0.000180085 internal_weight=0 365.538 71.8444 internal_count=2823 2503 320 is_linear=0 shrinkage=0.000257655 Tree=1096 num_leaves=4 num_cat=0 split_feature=0 4 1 split_gain=23.4985 46.8097 33.3103 threshold=-0.017269999999999997 -0.49096999999999996 0.077020000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050258234684654292 -0.00060484302092586215 0.00083105082880563508 8.1371365284026298e-05 leaf_weight=102.43912706431001 22.610472433269024 53.909489702433348 207.38767752982676 leaf_count=1365 131 182 1115 internal_value=0 0.000406721 -0.000111722 internal_weight=0 76.52 309.827 internal_count=2793 313 2480 is_linear=0 shrinkage=0.000837887 Tree=1097 num_leaves=3 num_cat=0 split_feature=1186 42 split_gain=23.0434 23.6165 threshold=0.085080000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048577022829881356 0.0011258235254054314 5.2457583919549746e-05 leaf_weight=67.051076799631119 11.694011520594357 305.95633867383003 leaf_count=713 57 2023 internal_value=0 -4.43131e-05 internal_weight=0 373.007 internal_count=2793 2736 is_linear=0 shrinkage=0.000821458 Tree=1098 num_leaves=4 num_cat=0 split_feature=484 15 12 split_gain=22.6964 23.4161 7.09157 threshold=-0.0048899999999999994 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002612253523579092 0.0007204238303677227 -1.3193979031117982e-05 -0.0007898324564837079 leaf_weight=5.0523108616471282 32.336358979344368 317.04303134232759 30.013588263653219 leaf_count=18 196 2162 417 internal_value=0 5.47407e-05 -0.000638336 internal_weight=0 349.379 35.0659 internal_count=2793 2358 435 is_linear=0 shrinkage=0.000821458 Tree=1099 num_leaves=4 num_cat=0 split_feature=0 4 1 split_gain=22.4101 45.0099 31.8446 threshold=-0.017269999999999997 -0.49096999999999996 0.077020000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056770867123457887 -0.00068169347965686699 0.00094207232548852574 9.1345611155311431e-05 leaf_weight=101.10598244797438 22.486942708492279 53.179462518543005 206.79061781428754 leaf_count=1365 131 182 1115 internal_value=0 0.000459463 -0.000125094 internal_weight=0 75.6664 307.897 internal_count=2793 313 2480 is_linear=0 shrinkage=0.000962469 Tree=1100 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=36.5462 36.6382 10.3232 threshold=0.079930000000000015 0.12856000000000004 -0.047179999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022108082401986392 0.00076116961934490784 0.00056861412911491716 6.3067086533504711e-05 leaf_weight=287.59961583372205 44.601621404290199 43.906140428036451 19.855946499854326 leaf_count=2359 147 241 93 internal_value=0 -0.000116463 0.000546204 internal_weight=0 331.506 64.4576 internal_count=2840 2600 240 is_linear=0 shrinkage=0.000805351 Tree=1101 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=35.0659 35.3345 9.97988 threshold=0.079930000000000015 0.11584000000000001 -0.047179999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030159464086848022 0.00089481440360362986 0.00046250671992280199 7.3691807010383388e-05 leaf_weight=259.23449549172074 44.328446321189404 71.512251913547516 19.853360157459974 leaf_count=2213 147 387 93 internal_value=0 -0.000136368 0.000640914 internal_weight=0 330.747 64.1818 internal_count=2840 2600 240 is_linear=0 shrinkage=0.000962469 Tree=1102 num_leaves=4 num_cat=0 split_feature=457 1 0 split_gain=33.6469 34.2297 9.65133 threshold=0.079930000000000015 0.12856000000000004 -0.105195 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024417335762509402 0.00091250740007754792 0.00063896462586909581 0.00018475989364162557 leaf_weight=286.65871447511017 36.875818401575089 43.203688681125641 27.034959360957146 leaf_count=2359 99 241 141 internal_value=0 -0.000128474 0.000604809 internal_weight=0 329.862 63.9108 internal_count=2840 2600 240 is_linear=0 shrinkage=0.000925095 Tree=1103 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=43.8148 35.1896 25.5551 threshold=0.083325000000000024 -0.046739999999999997 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012252133820344501 0.00011424693503847741 -0.00015300833451974618 -0.00013987957118022473 leaf_weight=187.00821197777987 47.82284839078784 160.09679585881531 32.565113835036755 leaf_count=738 178 1789 135 internal_value=0 -9.15331e-05 8.35956e-05 internal_weight=0 207.92 219.573 internal_count=2840 1967 873 is_linear=0 shrinkage=0.000273426 Tree=1104 num_leaves=4 num_cat=0 split_feature=1213 1429 3 split_gain=29.1745 27.4282 3.46264 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094314999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019483293348328723 -0.0012511345388379782 0.00016762077346130526 -0.0011231597741519885 leaf_weight=5.1041079889982965 14.802150657400487 347.75639038719237 23.661341514438391 leaf_count=51 133 2286 388 internal_value=0 0.000109635 -0.000958677 internal_weight=0 362.559 28.7654 internal_count=2858 2419 439 is_linear=0 shrinkage=0.00102138 Tree=1105 num_leaves=4 num_cat=0 split_feature=1213 155 403 split_gain=34.9293 29.2296 4.76771 threshold=-1.0000000180025095e-35 0.10222000000000002 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6082521892142982e-05 5.1675287078065532e-05 -0.0003962042581892774 -0.00035570609991526287 leaf_weight=6.8181870039552441 384.68638168647885 14.311678957194088 25.875112382695079 leaf_count=80 2290 129 359 internal_value=0 3.55921e-05 -0.000295379 internal_weight=0 398.998 32.6933 internal_count=2858 2419 439 is_linear=0 shrinkage=0.000307922 Tree=1106 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=34.7241 29.4824 4.63371 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9839549666814195e-05 -0.00023326938481837907 4.5728574720297103e-05 -0.00029841957702547207 leaf_weight=6.835243282839655 26.954948728904128 370.6970116943121 25.997357308864594 leaf_count=80 329 2090 359 internal_value=0 2.68063e-05 -0.000248815 internal_weight=0 397.652 32.8326 internal_count=2858 2419 439 is_linear=0 shrinkage=0.000257655 Tree=1107 num_leaves=4 num_cat=0 split_feature=1213 1429 403 split_gain=34.5781 28.749 4.8266 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9958481509666514e-05 -0.00034536430225725571 4.6343616985962422e-05 -0.00032953655992453801 leaf_weight=6.7924919296056023 15.774669451639054 379.57798997685313 25.906948905438185 leaf_count=80 133 2286 359 internal_value=0 3.06985e-05 -0.000273606 internal_weight=0 395.353 32.6994 internal_count=2858 2419 439 is_linear=0 shrinkage=0.000284472 Tree=1108 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=43.5875 53.9729 28.9266 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017173304535396486 0.00016237346400400015 -0.00012875191084988995 -9.4260524584704338e-05 leaf_weight=51.015834625810385 125.38093024864793 216.15602302923799 40.001265171915293 leaf_count=185 556 1947 179 internal_value=0 -7.13668e-05 0.000100297 internal_weight=0 267.172 165.382 internal_count=2867 2132 735 is_linear=0 shrinkage=0.000262808 Tree=1109 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=27.5064 34.9057 29.8973 threshold=0.077020000000000019 -0.035274999999999994 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064026628297465891 -0.0010135512729707622 0.00051215802529259102 0.00025942029256368368 leaf_weight=103.07215971779078 18.389057302847505 31.859017945826054 238.91217816062272 leaf_count=1395 144 88 1240 internal_value=0 -0.00036813 0.000168374 internal_weight=0 134.931 257.301 internal_count=2867 1483 1384 is_linear=0 shrinkage=0.000962469 Tree=1110 num_leaves=4 num_cat=0 split_feature=1456 1 3 split_gain=27.7665 27.7028 1.31793 threshold=-1.0000000180025095e-35 0.077020000000000019 -0.087544999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068894537673693174 -0.0003398914029094148 0.00024983428131307916 -0.0012955056155048291 leaf_weight=4.9534155577421215 126.22102048993111 243.14976401627064 16.205766555853188 leaf_count=54 1322 1276 215 internal_value=0 4.83066e-05 -0.00115426 internal_weight=0 369.371 21.1592 internal_count=2867 2598 269 is_linear=0 shrinkage=0.00102138 Tree=1111 num_leaves=4 num_cat=0 split_feature=1456 1 3 split_gain=26.9771 26.5419 1.32824 threshold=-1.0000000180025095e-35 0.077020000000000019 -0.087634999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063661361959492556 -0.00031430484138073695 0.00023043170696355797 -0.00121562807407383 leaf_weight=4.8583544511348036 125.7443789690733 242.85006475262344 15.955197075381873 leaf_count=52 1322 1276 217 internal_value=0 4.45906e-05 -0.00108118 internal_weight=0 368.594 20.8136 internal_count=2867 2598 269 is_linear=0 shrinkage=0.000962469 Tree=1112 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=34.8797 28.6849 20.2064 threshold=0.040165000000000006 -0.17549499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021395159546075938 0.00012492334760874358 -0.00011958390481972793 2.6102904058659967e-05 leaf_weight=72.922934845089912 49.311788555234671 182.39251331798732 127.07685010507703 leaf_count=277 203 1863 481 internal_value=0 -6.75414e-05 9.46093e-05 internal_weight=0 231.704 200 internal_count=2824 2066 758 is_linear=0 shrinkage=0.000284472 Tree=1113 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=33.2493 27.8543 21.5121 threshold=0.040165000000000006 -0.17549499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024214048551330833 0.00013901004457186078 -0.00013329483956213626 2.3647696634016019e-05 leaf_weight=73.179895177483559 49.046304784715176 179.96413130313158 125.62047665566206 leaf_count=277 203 1863 481 internal_value=0 -7.49696e-05 0.000104092 internal_weight=0 229.01 198.8 internal_count=2824 2066 758 is_linear=0 shrinkage=0.000320362 Tree=1114 num_leaves=4 num_cat=0 split_feature=12 16 43 split_gain=33.808 27.3902 21.0048 threshold=0.040165000000000006 -0.17549499999999998 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023693652749545209 0.00013432733690386183 -0.00012899241452346468 2.6267107023655161e-05 leaf_weight=73.746946796774864 49.592377245426178 181.65415504202247 127.19578856229782 leaf_count=277 203 1863 481 internal_value=0 -7.25153e-05 0.000103599 internal_weight=0 231.247 200.943 internal_count=2824 2066 758 is_linear=0 shrinkage=0.00031408 Tree=1115 num_leaves=4 num_cat=0 split_feature=155 0 1 split_gain=23.8066 28.0228 0.0999037 threshold=0.10222000000000002 -0.00189 0.10459000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7297909379864879e-05 -0.0011628007947874755 0.00067908956274639117 -0.0013575447393838625 leaf_weight=316.11505327280611 6.6678652502596361 64.022867530584335 7.0896585732698441 leaf_count=2457 80 230 57 internal_value=0 7.50683e-05 -0.0012649 internal_weight=0 380.138 13.7575 internal_count=2824 2687 137 is_linear=0 shrinkage=0.00100135 Tree=1116 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=39.908 30.3101 23.4479 threshold=0.083325000000000024 0.086115000000000011 0.12545500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001070781686429082 -0.00012235396728925072 0.00014452719188767869 0.0002573795086045064 leaf_weight=53.593834087252617 194.58469471521676 162.4924953430891 14.709067180752752 leaf_count=230 1938 615 53 internal_value=0 8.212e-05 -9.56454e-05 internal_weight=0 216.086 209.294 internal_count=2836 845 1991 is_linear=0 shrinkage=0.000290162 Tree=1117 num_leaves=4 num_cat=0 split_feature=15 52 4 split_gain=28.1717 25.0059 17.5157 threshold=0.085260000000000016 -0.51745999999999992 -0.014034999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011284334287685006 -0.00085374411460518952 0.000161883924742059 0.00033471535770032766 leaf_weight=15.17927709314972 53.874667959287763 304.23181313276291 15.346230223774908 leaf_count=194 791 1781 70 internal_value=0 0.000100501 -0.000590244 internal_weight=0 319.411 69.2209 internal_count=2836 1975 861 is_linear=0 shrinkage=0.000981718 Tree=1118 num_leaves=4 num_cat=0 split_feature=12 15 1 split_gain=41.172 34.881 23.4861 threshold=0.083325000000000024 0.079360000000000014 0.12545500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012013836965636199 -0.00013054220225237786 -0.00033261571459550915 0.00026516934491326488 leaf_weight=198.16082545742393 196.30172178708017 16.805810611695051 14.674276955425738 leaf_count=747 1938 98 53 internal_value=0 8.47163e-05 -0.000102997 internal_weight=0 214.967 210.976 internal_count=2836 845 1991 is_linear=0 shrinkage=0.000301884 Tree=1119 num_leaves=4 num_cat=0 split_feature=12 15 1 split_gain=39.3435 35.4651 22.6045 threshold=0.083325000000000024 0.079360000000000014 0.12545500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000131094059777395 -0.00013749554272027848 -0.00036381180890201662 0.00028766962141817446 leaf_weight=197.08925722166896 191.46451146155596 16.758710037916899 14.335685424506662 leaf_count=747 1938 98 53 internal_value=0 9.22806e-05 -0.000107855 internal_weight=0 213.848 205.8 internal_count=2836 845 1991 is_linear=0 shrinkage=0.000326769 Tree=1120 num_leaves=4 num_cat=0 split_feature=1 376 39 split_gain=46.7803 29.9871 15.563 threshold=0.10413000000000001 0.048695000000000009 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014630816245855943 2.8159614895741857e-05 0.00023221031347847454 0.00025170043697852763 leaf_weight=276.60854940116405 94.596799414604902 21.361258000135422 42.916258707642555 leaf_count=2135 431 63 235 internal_value=0 -0.000119159 9.79494e-05 internal_weight=0 297.97 137.513 internal_count=2864 2198 666 is_linear=0 shrinkage=0.000307922 Tree=1121 num_leaves=4 num_cat=0 split_feature=1 376 48 split_gain=29.3155 22.3583 22.0357 threshold=0.10413000000000001 0.048695000000000009 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002816907765635928 0.00053214909717708484 0.00077686500849663141 -0.00061593750219177514 leaf_weight=238.18709463253617 114.40323518589139 20.900758750736713 18.736271180212498 leaf_count=2135 594 63 72 internal_value=0 -0.000196246 0.000370518 internal_weight=0 259.088 133.14 internal_count=2864 2198 666 is_linear=0 shrinkage=0.000981718 Tree=1122 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=42.7147 31.6211 23.4388 threshold=0.083325000000000024 0.12545500000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.888739330624687e-05 -0.00013561749013791445 0.00030021052934541237 0.00014850351046288753 leaf_weight=54.980270761996508 185.79515386000276 16.502433434128761 166.02431347966194 leaf_count=243 1911 58 652 internal_value=0 -0.00010004 9.19326e-05 internal_weight=0 202.298 221.005 internal_count=2864 1969 895 is_linear=0 shrinkage=0.000301884 Tree=1123 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=46.1823 33.7712 23.5129 threshold=0.083325000000000024 0.12545500000000001 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0107851203393506e-05 -0.00016625417422000248 0.00036614488793247169 0.00018137790101331738 leaf_weight=55.164942666888237 189.35819967277348 16.873352691531181 167.78134305030107 leaf_count=243 1911 58 652 internal_value=0 -0.000122665 0.000114201 internal_weight=0 206.232 222.946 internal_count=2864 1969 895 is_linear=0 shrinkage=0.00036078 Tree=1124 num_leaves=4 num_cat=0 split_feature=150 4 160 split_gain=35.8046 39.1518 29.8351 threshold=0.081245000000000026 0.50666500000000003 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6028712661739e-05 -0.0001860470669787449 0.00030023325270204929 0.00025103909878706831 leaf_weight=307.30902538076043 18.233102798461914 28.648294016718864 78.514263302087784 leaf_count=2342 110 155 269 internal_value=0 -4.39283e-05 0.000168645 internal_weight=0 335.957 96.7474 internal_count=2876 2497 379 is_linear=0 shrinkage=0.000307922 Tree=1125 num_leaves=4 num_cat=0 split_feature=150 4 1 split_gain=38.909 38.1334 20.7447 threshold=0.081245000000000026 0.50666500000000003 0.093350000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.487985482339432e-05 7.0855409152453207e-06 0.00029186942149010426 0.00028850774223235508 leaf_weight=310.34805370308459 40.877452626824379 28.164823465049267 57.361917309463024 leaf_count=2342 170 155 209 internal_value=0 -4.4351e-05 0.000171432 internal_weight=0 338.513 98.2394 internal_count=2876 2497 379 is_linear=0 shrinkage=0.000301884 Tree=1126 num_leaves=4 num_cat=0 split_feature=150 4 160 split_gain=38.8851 38.5735 30.6284 threshold=0.081245000000000026 0.50666500000000003 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7832526709821411e-05 -0.00018510185905170685 0.000298013876606566 0.00025578199652636139 leaf_weight=311.16190677322447 18.360551580786705 28.221988193690777 79.903202272951603 leaf_count=2342 110 155 269 internal_value=0 -4.65634e-05 0.000173383 internal_weight=0 339.384 98.2638 internal_count=2876 2497 379 is_linear=0 shrinkage=0.000307922 Tree=1127 num_leaves=4 num_cat=0 split_feature=150 4 160 split_gain=40.1399 41.0831 32.6544 threshold=0.081245000000000026 0.50666500000000003 -0.066494999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.369358183174717e-05 -0.00018131448924307215 0.00028382172466928006 0.00024538684108102416 leaf_weight=316.2152113430202 18.540910683572292 29.575423613190651 81.060587793588638 leaf_count=2342 110 155 269 internal_value=0 -4.31014e-05 0.000165936 internal_weight=0 345.791 99.6015 internal_count=2876 2497 379 is_linear=0 shrinkage=0.000290162 Tree=1128 num_leaves=4 num_cat=0 split_feature=15 123 3 split_gain=41.3036 30.0716 2.42784 threshold=-0.24436499999999997 1.0000000180025095e-35 0.096440000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030014767759949985 -6.9614871130869684e-05 0.00018125810576958916 0.00015477654407762456 leaf_weight=30.780554592609406 335.94772262126207 45.681549727916718 14.206436365842817 leaf_count=150 2432 160 80 internal_value=0 -3.95775e-05 0.000254326 internal_weight=0 381.629 44.987 internal_count=2822 2592 230 is_linear=0 shrinkage=0.000290162 Tree=1129 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=32.9389 25.861 11.8001 threshold=0.28937500000000005 0.08184000000000001 -0.19126499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5846211317990753e-05 -0.0001361342607031869 -0.0013181176789749159 0.00088347175412342087 leaf_weight=311.22981533408165 13.812095731496809 16.599870383739471 43.961335942149162 leaf_count=2397 60 111 254 internal_value=0 -0.000148316 0.000639747 internal_weight=0 327.83 57.7734 internal_count=2822 2508 314 is_linear=0 shrinkage=0.000962469 Tree=1130 num_leaves=4 num_cat=0 split_feature=4 376 3 split_gain=31.7919 25.2841 11.1278 threshold=0.28937500000000005 0.048375000000000008 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020754253585281398 0.00078807976796656351 0.00063957254103069001 -0.00011635149967520224 leaf_weight=298.09834728017449 43.531957868486643 29.398858487606049 13.54973455891013 leaf_count=2400 217 108 97 internal_value=0 -0.000131466 0.000573424 internal_weight=0 327.497 57.0817 internal_count=2822 2508 314 is_linear=0 shrinkage=0.000871738 Tree=1131 num_leaves=4 num_cat=0 split_feature=4 376 0 split_gain=50.4992 32.2457 11.5027 threshold=0.28937500000000005 0.048375000000000008 -0.19126499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013316440441804391 -3.9444859606820042e-05 0.00021721860710945194 0.00029232402222447996 leaf_weight=339.68068061955273 14.06571366637945 29.263248398900032 45.086133748292923 leaf_count=2400 60 108 254 internal_value=0 -0.000105364 0.000213445 internal_weight=0 368.944 59.1518 internal_count=2822 2508 314 is_linear=0 shrinkage=0.000320362 Tree=1132 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=36.6266 28.5135 22.4048 threshold=1.0000000180025095e-35 0.14953500000000003 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014258144628975886 -0.00015226347066859378 0.0001306689708074311 -0.00016726894924137714 leaf_weight=170.52707119658589 183.5921420250088 47.954399019479752 29.165621526539326 leaf_count=636 1900 186 118 internal_value=0 -9.36609e-05 9.73153e-05 internal_weight=0 231.547 199.693 internal_count=2840 2086 754 is_linear=0 shrinkage=0.000326769 Tree=1133 num_leaves=4 num_cat=0 split_feature=12 3 4 split_gain=40.5543 27.6682 23.475 threshold=1.0000000180025095e-35 0.10805000000000002 -0.35826999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019032337576952926 -0.00013643778556856424 0.00026454588313132673 8.173120739946065e-05 leaf_weight=25.28997053951025 237.30082767643034 12.494481861591337 162.95121146366 leaf_count=101 2056 30 653 internal_value=0 -0.000116362 4.51654e-05 internal_weight=0 249.795 188.241 internal_count=2840 2086 754 is_linear=0 shrinkage=0.000262808 Tree=1134 num_leaves=4 num_cat=0 split_feature=484 1213 150 split_gain=26.2916 25.7532 21.2326 threshold=-0.0048899999999999994 -1.0000000180025095e-35 0.08926000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001189895660658349 -0.00083640282123909721 0.00013646624650346818 0.0009895702468306739 leaf_weight=29.363596457988024 29.734866304323077 328.55865176022053 5.2738344036042681 leaf_count=416 427 1980 17 internal_value=0 5.56873e-05 -0.000857692 internal_weight=0 358.294 34.6374 internal_count=2840 2407 433 is_linear=0 shrinkage=0.00100135 Tree=1135 num_leaves=4 num_cat=0 split_feature=147 484 150 split_gain=25.6124 27.0317 7.62733 threshold=0.086130000000000012 -0.0048899999999999994 0.087790000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00077421847029989649 0.00021308419169579649 -1.8892617240960408e-05 0.00088806728389754933 leaf_weight=31.129382983781397 19.199317328631878 320.66208055615425 21.023986473679543 leaf_count=412 79 2268 81 internal_value=0 -8.57684e-05 0.000566139 internal_weight=0 351.791 40.2233 internal_count=2840 2680 160 is_linear=0 shrinkage=0.000774078 Tree=1136 num_leaves=4 num_cat=0 split_feature=15 47 4 split_gain=31.8697 25.3243 12.7418 threshold=0.079360000000000014 0.077065000000000008 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025513408468546368 -0.00063198986182625891 -0.00036505152206982663 0.00063683024323863031 leaf_weight=242.90118672139943 78.847118063829839 73.345442349091172 7.3945020884275428 leaf_count=1409 1046 428 23 internal_value=0 0.000111284 -0.000523082 internal_weight=0 316.247 86.2416 internal_count=2906 1837 1069 is_linear=0 shrinkage=0.000925095 Tree=1137 num_leaves=4 num_cat=0 split_feature=15 147 4 split_gain=30.6894 24.6831 12.2827 threshold=0.079360000000000014 0.085900000000000018 0.17888000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1198234689976718e-05 -0.00068849071717478477 0.00094321050838479129 0.0006882740515957612 leaf_weight=282.13178835250437 78.125715713948011 33.914241839200258 7.3850064650177947 leaf_count=1701 1046 136 23 internal_value=0 0.000120188 -0.000569461 internal_weight=0 316.046 85.5107 internal_count=2906 1837 1069 is_linear=0 shrinkage=0.00102138 Tree=1138 num_leaves=4 num_cat=0 split_feature=4 12 151 split_gain=40.8757 35.0632 11.5313 threshold=0.28937500000000005 0.083325000000000024 -0.030624999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1319661012521033e-05 -2.5215441420957965e-05 -0.00013546870551972248 0.00027455670501186591 leaf_weight=172.44161899015307 15.046811528503893 195.29214063845575 52.421396389603615 leaf_count=611 67 1973 255 internal_value=0 -4.78798e-05 0.000207713 internal_weight=0 367.734 67.4682 internal_count=2906 2584 322 is_linear=0 shrinkage=0.000301884 Tree=1139 num_leaves=4 num_cat=0 split_feature=12 15 3 split_gain=41.1544 35.2253 32.7001 threshold=0.083325000000000024 0.079360000000000014 0.10805000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001172877247657169 -0.00012668964568425433 -0.00032846943250593831 0.0003570977645542332 leaf_weight=203.77503715083003 205.50915010459721 16.791420750319958 12.994964785873888 leaf_count=767 2013 97 29 internal_value=0 8.33274e-05 -9.7889e-05 internal_weight=0 220.566 218.504 internal_count=2906 864 2042 is_linear=0 shrinkage=0.000295965 Tree=1140 num_leaves=4 num_cat=0 split_feature=403 1456 484 split_gain=33.6946 29.5875 19.1277 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035593060254075906 6.6645486313743476e-05 -0.00040228805896038507 0.00027873309477527208 leaf_weight=46.758745349943638 347.62188176810741 19.20983680896461 7.4411758612841359 leaf_count=642 1931 222 47 internal_value=0 4.20692e-05 -0.000268729 internal_weight=0 366.832 54.1999 internal_count=2842 2153 689 is_linear=0 shrinkage=0.000367995 Tree=1141 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=35.2005 30.6665 18.9462 threshold=-1.0000000180025095e-35 -0.0048899999999999994 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031347107719302981 -0.00024053771855297174 6.5678754133702117e-05 0.00023203964821955439 leaf_weight=47.834010154008865 37.313459865748882 332.61995062604547 7.5534682832658282 leaf_count=642 402 1751 47 internal_value=0 3.47813e-05 -0.000239023 internal_weight=0 369.933 55.3875 internal_count=2842 2153 689 is_linear=0 shrinkage=0.000320362 Tree=1142 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=34.4306 33.0464 19.3746 threshold=-1.0000000180025095e-35 -0.0048899999999999994 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031073316119092556 -0.000245980344331528 6.9109800758621146e-05 0.0002455384058758362 leaf_weight=47.405364446341991 38.069604741409421 331.32252624817193 7.4186724070459595 leaf_count=642 402 1751 47 internal_value=0 3.66255e-05 -0.0002354 internal_weight=0 369.392 54.824 internal_count=2842 2153 689 is_linear=0 shrinkage=0.000320362 Tree=1143 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=33.2793 30.1768 19.1107 threshold=-1.0000000180025095e-35 -0.0048899999999999994 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028027415057755049 -0.00021496204050084402 5.8671818268953769e-05 0.00021973939860321127 leaf_weight=47.05264594592154 37.756318157538772 333.54595197178423 7.4404269605875006 leaf_count=642 402 1751 47 internal_value=0 3.08374e-05 -0.00021195 internal_weight=0 371.302 54.4931 internal_count=2842 2153 689 is_linear=0 shrinkage=0.000290162 Tree=1144 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=52.6693 39.1827 28.6851 threshold=0.083325000000000024 -0.047859999999999993 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013508290354751208 0.00013566035497357526 -0.00016374352221977553 -0.00017242665433638788 leaf_weight=192.79100446403027 44.59403145685792 170.79588245227933 28.112875714898109 leaf_count=746 162 1847 122 internal_value=0 -0.000101749 9.59368e-05 internal_weight=0 215.39 220.904 internal_count=2877 2009 868 is_linear=0 shrinkage=0.000284472 Tree=1145 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=34.6867 35.3201 27.7396 threshold=0.083785000000000012 -0.047859999999999993 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049834289190605491 0.00059398443494863948 -0.00064696940318469196 -0.00080683893964149703 leaf_weight=180.02113822847605 41.988427847623825 150.63199200574309 26.773012764751911 leaf_count=786 159 1810 122 internal_value=0 -0.000376428 0.000329306 internal_weight=0 192.62 206.794 internal_count=2877 1969 908 is_linear=0 shrinkage=0.00119671 Tree=1146 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=33.5401 34.4294 2.59815 threshold=-0.24242999999999995 0.083785000000000012 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049540182733273902 0.00016166624847574473 -0.00032456720259694605 0.00093115874035191613 leaf_weight=15.616457059979437 184.19306949712336 178.98163707461208 19.015491079539061 leaf_count=79 789 1940 69 internal_value=0 -7.79663e-05 0.000735046 internal_weight=0 363.175 34.6319 internal_count=2877 2729 148 is_linear=0 shrinkage=0.00078956 Tree=1147 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=47.4426 35.8002 28.0272 threshold=0.083325000000000024 0.12545500000000001 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014540773830598833 -0.00014581858740938728 0.00029286912555315003 -0.00018752826788487735 leaf_weight=194.04061428830028 194.15942368656397 20.248299539089203 28.6044807061553 leaf_count=746 1943 66 122 internal_value=0 -0.000104367 0.000102621 internal_weight=0 214.408 222.645 internal_count=2877 2009 868 is_linear=0 shrinkage=0.00031408 Tree=1148 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=27.9537 27.2141 threshold=-1.0000000180025095e-35 0.088260000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011112960568850176 -0.00042208535320594805 0.00010073856545864232 leaf_weight=17.845246773213148 142.4095052825287 234.73471344076097 leaf_count=88 1314 1454 internal_value=0 -9.66909e-05 internal_weight=0 377.144 internal_count=2856 2768 is_linear=0 shrinkage=0.000943597 Tree=1149 num_leaves=4 num_cat=0 split_feature=1 52 15 split_gain=38.8331 39.5334 26.6191 threshold=0.089825000000000002 -0.25811499999999993 -0.0063699999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023416133451497926 -0.00035413149866871438 0.00011442582440386548 -1.139036421341453e-05 leaf_weight=90.69244216568768 18.594759453088045 206.35795494914055 115.76307301968336 leaf_count=796 141 921 998 internal_value=0 7.56678e-05 -0.000109263 internal_weight=0 224.953 206.456 internal_count=2856 1062 1794 is_linear=0 shrinkage=0.000307922 Tree=1150 num_leaves=4 num_cat=0 split_feature=1 52 15 split_gain=38.1533 40.4768 28.0425 threshold=0.089825000000000002 -0.25811499999999993 -0.0063699999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025577601356180417 -0.00038410359100915232 0.00012564207304437638 -7.6533657644630926e-06 leaf_weight=90.431633614003658 18.895505920052528 203.45987305790186 114.86155437678099 leaf_count=796 141 921 998 internal_value=0 8.22952e-05 -0.000116965 internal_weight=0 222.355 205.293 internal_count=2856 1062 1794 is_linear=0 shrinkage=0.000333305 Tree=1151 num_leaves=4 num_cat=0 split_feature=12 1 1 split_gain=42.1949 27.7195 25.423 threshold=0.083325000000000024 0.13584500000000002 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.9764768832148719e-05 -0.00012640841929899711 0.00027942205645123869 0.00013445542173128855 leaf_weight=54.701950684189796 203.46343638189137 14.579232223331926 162.29663572460413 leaf_count=234 1962 49 611 internal_value=0 -9.92508e-05 7.79301e-05 internal_weight=0 218.043 216.999 internal_count=2856 2011 845 is_linear=0 shrinkage=0.000284472 Tree=1152 num_leaves=4 num_cat=0 split_feature=403 484 4 split_gain=23.7222 25.0483 2.10048 threshold=-0.092224999999999988 -0.0048899999999999994 0.09692000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010376529943119639 -0.00068432203366431982 0.00015472410220323485 -0.00036366710963974501 leaf_weight=17.094578040763739 32.049074593000114 335.05842993035913 4.926177851855754 leaf_count=285 400 2073 33 internal_value=0 8.14422e-05 -0.000887324 internal_weight=0 367.108 22.0208 internal_count=2791 2473 318 is_linear=0 shrinkage=0.000906956 Tree=1153 num_leaves=4 num_cat=0 split_feature=15 160 14 split_gain=27.9629 30.4726 3.5198 threshold=-0.24436499999999997 -0.096069999999999989 -0.24529999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016043463069354902 -0.00031477550237181743 1.1781270828466767e-05 0.00036684202298665824 leaf_weight=17.125915035605431 38.174978801980615 342.44772070273757 23.804020889103413 leaf_count=86 360 2213 132 internal_value=0 -2.09852e-05 0.000280592 internal_weight=0 380.623 40.9299 internal_count=2791 2573 218 is_linear=0 shrinkage=0.00034677 Tree=1154 num_leaves=4 num_cat=0 split_feature=133 484 133 split_gain=23.0982 24.1882 0.318035 threshold=0.16912000000000002 -0.0048899999999999994 0.51400500000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071816481398532259 -0.0011149056365626505 0.00015482217842892581 -0.00081294254407004518 leaf_weight=32.174240565858781 13.319220209494235 338.97097196243703 4.6460443176329127 leaf_count=415 189 2117 70 internal_value=0 7.91107e-05 -0.00103776 internal_weight=0 371.145 17.9653 internal_count=2791 2532 259 is_linear=0 shrinkage=0.000962469 Tree=1155 num_leaves=4 num_cat=0 split_feature=15 160 14 split_gain=21.3027 28.2249 3.81118 threshold=-0.24436499999999997 -0.096069999999999989 -0.24529999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027879280813810915 -0.00065500845547740308 3.4572082792316609e-05 0.00076145708518219842 leaf_weight=15.135806735605 35.0472481418401 317.76467861607671 20.571907885372639 leaf_count=86 360 2213 132 internal_value=0 -3.39605e-05 0.000557123 internal_weight=0 352.812 35.7077 internal_count=2791 2573 218 is_linear=0 shrinkage=0.000729431 Tree=1156 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=32.5759 29.7603 3.57949 threshold=-0.16826999999999998 -0.10106999999999998 -0.11878499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051231203944623947 0.00043292458426748238 -0.00029788618327372538 0.0011749727492153075 leaf_weight=15.637223318219183 81.791932452470064 272.51730560231954 22.528942674398422 leaf_count=78 372 2326 87 internal_value=0 -0.000129165 0.000903863 internal_weight=0 354.309 38.1662 internal_count=2863 2698 165 is_linear=0 shrinkage=0.00106264 Tree=1157 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=31.4032 28.4637 3.55046 threshold=-0.16826999999999998 -0.10106999999999998 -0.12313999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045077544612081829 0.00038350843601956969 -0.00026402691775831547 0.0010522555005473015 leaf_weight=15.3507664501667 81.752275029197335 272.23839315772057 22.442634247243404 leaf_count=76 372 2326 89 internal_value=0 -0.000114469 0.0008083 internal_weight=0 353.991 37.7934 internal_count=2863 2698 165 is_linear=0 shrinkage=0.000962469 Tree=1158 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=30.2717 27.223 3.47012 threshold=-0.16826999999999998 -0.10106999999999998 -0.12313999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047088643815910075 0.00039804546292779503 -0.00027417935745723129 0.0011047087839970056 leaf_weight=15.246333278715609 81.713808510452509 271.96761366631836 22.17983877658844 leaf_count=76 372 2326 89 internal_value=0 -0.000118857 0.00084688 internal_weight=0 353.681 37.4262 internal_count=2863 2698 165 is_linear=0 shrinkage=0.00102138 Tree=1159 num_leaves=4 num_cat=0 split_feature=4 13 47 split_gain=35.4609 32.6829 21.6626 threshold=0.15756500000000004 -0.18207999999999999 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002336961421147308 0.0001938965366614352 -7.6088801207397418e-05 -0.00014292525284310492 leaf_weight=27.80727469176054 83.071963790804148 299.60853095166385 17.222278729081154 leaf_count=89 394 2317 63 internal_value=0 -4.97668e-05 0.000136042 internal_weight=0 327.416 100.294 internal_count=2863 2406 457 is_linear=0 shrinkage=0.000273426 Tree=1160 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=39.6307 20.8927 19.6307 threshold=0.10437000000000002 -0.4706749999999999 0.082465000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032336975584210716 0.00017488893082486838 -0.00012134944212612683 -9.502216360639201e-05 leaf_weight=10.784870535135267 95.777699388563633 294.72573181241751 36.775422617793083 leaf_count=21 465 2202 165 internal_value=0 -0.000105631 0.000100002 internal_weight=0 305.511 132.553 internal_count=2853 2223 630 is_linear=0 shrinkage=0.00031408 Tree=1161 num_leaves=4 num_cat=0 split_feature=12 157 160 split_gain=24.5828 27.8151 19.9305 threshold=0.083785000000000012 -0.07692499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011421032376578964 -0.00086284094233596287 9.2022289308755969e-05 -5.8306559847594675e-05 leaf_weight=36.105939077213407 48.431132014840841 164.99143812991679 142.78939379006624 leaf_count=118 597 767 1371 internal_value=0 0.000280649 -0.00026214 internal_weight=0 201.097 191.221 internal_count=2853 885 1968 is_linear=0 shrinkage=0.0010839 Tree=1162 num_leaves=4 num_cat=0 split_feature=12 4 157 split_gain=39.408 27.5644 25.5658 threshold=0.083325000000000024 0.15756500000000004 -0.07692499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032967400883200269 -0.00014605063707036047 0.00013176300864162398 4.7729412253258037e-05 leaf_weight=36.844154424965382 170.40866160020232 42.243441071361303 176.54236603528261 leaf_count=105 1843 167 738 internal_value=0 -9.08559e-05 9.64362e-05 internal_weight=0 212.652 213.387 internal_count=2853 2010 843 is_linear=0 shrinkage=0.000307922 Tree=1163 num_leaves=4 num_cat=0 split_feature=12 157 160 split_gain=23.7746 26.6318 19.2912 threshold=0.083785000000000012 -0.07692499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010349760056599848 -0.0007873459919093118 8.4552964575373811e-05 -5.4035878096112288e-05 leaf_weight=35.990228159353137 48.047909455373883 165.14491523429751 142.96229217853397 leaf_count=118 597 767 1371 internal_value=0 0.0002547 -0.000238558 internal_weight=0 201.135 191.01 internal_count=2853 885 1968 is_linear=0 shrinkage=0.00100135 Tree=1164 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=28.2497 32.7536 1.50085 threshold=-0.41023999999999994 -0.047784999999999987 0.093215000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011187633255042853 0.00044136769391353104 -0.00014839664467429441 -0.00056763551613378635 leaf_weight=18.828237514011565 127.47437689080834 244.88298448268324 5.8251641020178786 leaf_count=196 593 1978 81 internal_value=0 5.3518e-05 -0.000989082 internal_weight=0 372.357 24.6534 internal_count=2848 2571 277 is_linear=0 shrinkage=0.000943597 Tree=1165 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=27.4416 31.3622 1.50056 threshold=-0.41023999999999994 -0.047784999999999987 0.093215000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011827954527461586 0.00045890212184599197 -0.00015400581586715162 -0.00059460849558494737 leaf_weight=18.479116184636954 127.19336128421128 244.79182356595993 5.7698102779686442 leaf_count=196 593 1978 81 internal_value=0 5.55794e-05 -0.00104342 internal_weight=0 371.985 24.2489 internal_count=2848 2571 277 is_linear=0 shrinkage=0.00100135 Tree=1166 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=40.3289 34.9113 32.3422 threshold=0.10100500000000003 0.087850000000000025 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016911209765456991 0.00021759948518903463 -0.00014307162821355958 -0.00014150045618046707 leaf_weight=47.183378014713526 124.86809172481298 41.254242639988661 216.26374605856836 leaf_count=180 549 189 1930 internal_value=0 0.000128026 -8.58615e-05 internal_weight=0 166.122 263.447 internal_count=2848 738 2110 is_linear=0 shrinkage=0.000339971 Tree=1167 num_leaves=4 num_cat=0 split_feature=15 128 14 split_gain=26.96 26.3222 3.70866 threshold=-0.24436499999999997 0.086435000000000012 -0.42495999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030134276032728487 -3.6797011913788878e-05 -0.0013057934430149684 0.00097671183716799043 leaf_weight=11.604606680572031 339.69834836572409 17.20169223099947 27.569411341100931 leaf_count=67 2419 196 166 internal_value=0 -9.80261e-05 0.00077689 internal_weight=0 356.9 39.174 internal_count=2848 2615 233 is_linear=0 shrinkage=0.00100135 Tree=1168 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=50.533 31.009 26.8315 threshold=0.10100500000000003 0.087850000000000025 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001116576009399411 0.00019223314900924327 -0.00010891925007451323 -0.00011801022532343639 leaf_weight=50.593239519745111 125.71166861429811 35.4626046679914 220.56471719406545 leaf_count=198 546 168 1955 internal_value=0 0.000125967 -7.51535e-05 internal_weight=0 161.174 271.158 internal_count=2867 714 2153 is_linear=0 shrinkage=0.000284472 Tree=1169 num_leaves=4 num_cat=0 split_feature=123 1 1 split_gain=31.4933 24.0097 5.10409 threshold=1.0000000180025095e-35 0.13612500000000002 0.093595000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016725560916095431 0.0002198086021119484 0.00077311993383602604 0.00084916785486322422 leaf_weight=320.44995638541877 15.081955805420874 23.987626679241657 35.779895801097155 leaf_count=2504 38 122 203 internal_value=0 -0.000101726 0.000662698 internal_weight=0 344.438 50.8619 internal_count=2867 2626 241 is_linear=0 shrinkage=0.000906956 Tree=1170 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=46.6765 31.6576 26.3449 threshold=0.10100500000000003 0.087850000000000025 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010506164122226602 0.00017719269266126922 -0.00010980065713138069 -0.00010914483874260564 leaf_weight=50.75688037276268 124.56591567024589 35.472149673849344 220.14551055245101 leaf_count=198 546 168 1955 internal_value=0 0.000113576 -6.90061e-05 internal_weight=0 160.038 270.902 internal_count=2867 714 2153 is_linear=0 shrinkage=0.000268065 Tree=1171 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=46.4972 32.97 28.7523 threshold=0.10100500000000003 0.087850000000000025 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001217431661873847 0.00019138689613700359 -0.00012435816547351077 -0.0001193355271401815 leaf_weight=51.242888573557138 126.52784056216478 35.683841411024332 222.21233042888343 leaf_count=198 546 168 1955 internal_value=0 0.000121922 -7.41543e-05 internal_weight=0 162.212 273.455 internal_count=2867 714 2153 is_linear=0 shrinkage=0.000290162 Tree=1172 num_leaves=4 num_cat=0 split_feature=147 123 0 split_gain=29.4876 24.1808 6.52162 threshold=0.085900000000000018 1.0000000180025095e-35 -0.14553499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019838194259593126 0.0011575823520348439 0.00053038542883944472 0.00038042616936035393 leaf_weight=307.94448080752045 19.123031258583069 46.664756342768669 19.371401645243168 leaf_count=2464 47 229 99 internal_value=0 -0.000102457 0.00076688 internal_weight=0 354.609 38.4944 internal_count=2839 2693 146 is_linear=0 shrinkage=0.000943597 Tree=1173 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=36.8586 43.9555 38.3271 threshold=1.0000000180025095e-35 -0.10028499999999999 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052239491259127905 0.00029963609716201459 -0.00057642546236701163 -0.00040182922587835186 leaf_weight=26.433384347707033 207.38214097358286 101.12622820120305 57.223867893218994 leaf_count=76 1079 1365 319 internal_value=0 -0.00034868 0.000147919 internal_weight=0 127.56 264.606 internal_count=2839 1441 1398 is_linear=0 shrinkage=0.0007589 Tree=1174 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=35.4888 42.4586 36.6807 threshold=1.0000000180025095e-35 0.041630000000000007 0.077065000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062208802127720333 0.00031771124830671171 0.0005353886174463417 -0.00042536050621431765 leaf_weight=99.128745717927814 206.96299974434078 27.25022266805172 57.202576112002134 leaf_count=1374 1079 67 319 internal_value=0 -0.000372466 0.000156787 internal_weight=0 126.379 264.166 internal_count=2839 1441 1398 is_linear=0 shrinkage=0.000821458 Tree=1175 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=46.8156 45.3725 37.1201 threshold=1.0000000180025095e-35 0.041630000000000007 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002341111853355027 -0.00025479917779408436 0.00019045231956699111 9.9951646834718904e-05 leaf_weight=107.8813563901931 28.729865923523903 27.696294993162155 255.12690508924425 leaf_count=1374 160 67 1238 internal_value=0 -0.000147365 6.40317e-05 internal_weight=0 135.578 283.857 internal_count=2839 1441 1398 is_linear=0 shrinkage=0.000295965 Tree=1176 num_leaves=4 num_cat=0 split_feature=15 128 0 split_gain=25.4678 25.705 3.35648 threshold=-0.26248499999999991 0.086435000000000012 -0.12877499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029474629525223556 -1.8277382219118126e-05 -0.0012681566800959256 0.0009163230782222397 leaf_weight=10.832815751433371 340.59082761406898 15.290012530982493 27.243423048406839 leaf_count=50 2457 188 184 internal_value=0 -7.20422e-05 0.000739719 internal_weight=0 355.881 38.0762 internal_count=2879 2645 234 is_linear=0 shrinkage=0.000943597 Tree=1177 num_leaves=4 num_cat=0 split_feature=15 128 0 split_gain=24.6693 25.0584 3.57266 threshold=-0.26248499999999991 0.086435000000000012 -0.13653999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025201755341880508 -1.7174468677544381e-05 -0.001213647618531604 0.0008780501483450344 leaf_weight=10.382932439446448 340.5745982285589 15.015098666772245 27.157103564590216 leaf_count=47 2457 188 187 internal_value=0 -6.77591e-05 0.000705116 internal_weight=0 355.59 37.54 internal_count=2879 2645 234 is_linear=0 shrinkage=0.000906956 Tree=1178 num_leaves=4 num_cat=0 split_feature=15 128 3 split_gain=23.8953 24.4275 3.53546 threshold=-0.26248499999999991 0.086435000000000012 0.096440000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00099711971600463197 -1.890835066938059e-05 -0.0013608644703931401 0.00031162787041018889 leaf_weight=25.678986333310604 340.55874095484614 14.745088972151278 11.33377382904291 leaf_count=159 2457 188 75 internal_value=0 -7.46696e-05 0.000787482 internal_weight=0 355.304 37.0128 internal_count=2879 2645 234 is_linear=0 shrinkage=0.00102138 Tree=1179 num_leaves=4 num_cat=0 split_feature=15 150 0 split_gain=33.0402 28.5562 3.2468 threshold=-0.26248499999999991 0.082085000000000019 -0.13528999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012041658697708229 -7.3935375195149461e-05 0.00012542894735245578 0.00031293547457901587 leaf_weight=11.844186991453169 291.80759545601904 93.5895253457129 32.283407684415579 leaf_count=48 2278 367 186 internal_value=0 -2.55181e-05 0.000261336 internal_weight=0 385.397 44.1276 internal_count=2879 2645 234 is_linear=0 shrinkage=0.00031408 Tree=1180 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=35.8019 28.6707 25.3568 threshold=0.10100500000000003 -0.11516999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014062411211432008 2.4955579125679806e-05 -0.00012968944283650325 0.0003030434744046954 leaf_weight=44.901473987847567 108.56403743475676 216.602684173733 43.548266910016537 leaf_count=176 501 1990 206 internal_value=0 -8.32685e-05 0.000104597 internal_weight=0 261.504 152.112 internal_count=2873 2166 707 is_linear=0 shrinkage=0.000307922 Tree=1181 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=31.4975 30.2561 7.25876 threshold=1.0000000180025095e-35 -0.24242999999999995 -0.057994999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026045521916476927 0.00030153898948748496 -8.0337992001909125e-05 2.5999820829385147e-05 leaf_weight=31.676459565758705 38.060628056526184 333.04580474644899 14.735127065330742 leaf_count=124 163 2516 70 internal_value=0 -5.07277e-05 0.000224674 internal_weight=0 364.722 52.7958 internal_count=2873 2640 233 is_linear=0 shrinkage=0.000333305 Tree=1182 num_leaves=3 num_cat=0 split_feature=484 484 split_gain=24.6536 23.6926 threshold=0.11749000000000001 0.07474500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.5290593790486565e-05 -0.0014274749388900831 0.00054054347616067674 leaf_weight=314.39359714090824 9.8238456901162845 54.322803543880582 leaf_count=2491 116 266 internal_value=0 -1.59034e-06 internal_weight=0 368.716 internal_count=2873 2757 is_linear=0 shrinkage=0.000889172 Tree=1183 num_leaves=4 num_cat=0 split_feature=160 1213 12 split_gain=24.2629 22.0168 1.81072 threshold=-0.25833999999999996 -0.082704999999999987 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001413881703270067 -0.00096272115853043502 5.6719951674206566e-05 -0.00081221564150569842 leaf_weight=4.771775551140311 15.525813795626162 344.1234985794872 13.852453498169778 leaf_count=28 254 2360 231 internal_value=0 1.26626e-05 -0.000967661 internal_weight=0 359.649 18.6242 internal_count=2873 2614 259 is_linear=0 shrinkage=0.000837887 Tree=1184 num_leaves=4 num_cat=0 split_feature=472 0 16 split_gain=22.7174 22.8765 0.225923 threshold=-1.0000000180025095e-35 -0.060324999999999997 0.25682500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013143711117265316 -7.5097674021484719e-05 0.00044484051062155372 -0.0010540810043687325 leaf_weight=6.3115783575922233 273.69385560415685 98.45604638569057 6.6481044981628656 leaf_count=71 2227 454 76 internal_value=0 6.2473e-05 -0.00118259 internal_weight=0 372.15 12.9597 internal_count=2828 2681 147 is_linear=0 shrinkage=0.000925095 Tree=1185 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=29.4575 34.7555 3.60655 threshold=0.12811000000000003 0.082335000000000005 0.089945000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3289919006121376e-05 0.00027874386005351573 0.00019498791021306031 0.0001001075106309226 leaf_weight=312.42496725916862 34.261409170925617 55.972327467054129 14.76670131087303 leaf_count=2388 185 200 55 internal_value=0 -2.40405e-05 0.000225001 internal_weight=0 368.397 49.0281 internal_count=2828 2588 240 is_linear=0 shrinkage=0.000301884 Tree=1186 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=30.6306 36.1859 3.87852 threshold=0.12811000000000003 0.082335000000000005 0.089945000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2629894458288049e-05 0.00028118583307288361 0.00020030906862186822 9.775718980049675e-05 leaf_weight=317.16977131925523 35.681348562240601 56.12285016104579 14.925485506653784 leaf_count=2388 185 200 55 internal_value=0 -2.309e-05 0.000227144 internal_weight=0 373.293 50.6068 internal_count=2828 2588 240 is_linear=0 shrinkage=0.000301884 Tree=1187 num_leaves=4 num_cat=0 split_feature=1 457 42 split_gain=22.5346 30.8179 3.68841 threshold=0.12811000000000003 0.082335000000000005 0.097585000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017439359375823264 0.00044162107179093155 0.00058188371238728463 0.00099680407199911718 leaf_weight=289.84004896786064 28.718528933823109 52.302796822041273 15.009540576487778 leaf_count=2388 168 200 72 internal_value=0 -5.87567e-05 0.000632538 internal_weight=0 342.143 43.7281 internal_count=2828 2588 240 is_linear=0 shrinkage=0.000906956 Tree=1188 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=32.2188 24.6838 22.4046 threshold=0.10100500000000003 0.082870000000000013 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010943106627090508 -0.00022924136831916549 0.00014318242482700428 0.00013750564627316124 leaf_weight=221.6318660415709 16.87555218487978 41.901339966803789 149.73378804326057 leaf_count=1965 96 146 656 internal_value=0 -6.92585e-05 0.000100337 internal_weight=0 263.533 166.609 internal_count=2863 2111 752 is_linear=0 shrinkage=0.000301884 Tree=1189 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=26.2473 29.4923 13.045 threshold=0.081330000000000013 0.0047850000000000011 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026854917387465413 -0.00011270375502914501 0.00050572673471047189 0.00087845298744666182 leaf_weight=271.48506622482091 19.118525516241789 60.261285960674286 43.812134295701981 leaf_count=2344 94 280 145 internal_value=0 -0.000127882 0.000577394 internal_weight=0 331.746 62.9307 internal_count=2863 2624 239 is_linear=0 shrinkage=0.00100135 Tree=1190 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=31.766 25.0436 22.4623 threshold=0.10100500000000003 -0.11327499999999999 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013470810621367497 -0.0002377714226088784 -0.00011614568149284731 0.00013883544395886595 leaf_weight=45.768966749310493 16.691682860255241 214.56182865053415 148.19296541064978 leaf_count=181 96 1930 656 internal_value=0 -7.20362e-05 0.000100687 internal_weight=0 260.331 164.885 internal_count=2863 2111 752 is_linear=0 shrinkage=0.000307922 Tree=1191 num_leaves=4 num_cat=0 split_feature=4 376 151 split_gain=32.8251 28.75 10.0211 threshold=0.28937500000000005 0.048375000000000008 -0.075719999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7577060948719925e-05 -6.842524360625085e-05 0.00017687688429532709 0.00020738355337536585 leaf_weight=338.39282289519906 12.585722148418425 31.145209185779095 45.136137925088406 leaf_count=2437 59 113 254 internal_value=0 -7.44377e-05 0.000147243 internal_weight=0 369.538 57.7219 internal_count=2863 2550 313 is_linear=0 shrinkage=0.000273426 Tree=1192 num_leaves=4 num_cat=0 split_feature=1 13 39 split_gain=35.8919 23.8596 16.3406 threshold=0.10384000000000002 -0.4706749999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036392683874705438 5.3350621111232856e-05 -8.8852978382563438e-05 0.00028301558571917592 leaf_weight=11.504352733492849 97.962916791439056 260.53466396965086 41.941744081676006 leaf_count=21 439 2161 209 internal_value=0 -6.9681e-05 0.000122231 internal_weight=0 272.039 139.905 internal_count=2830 2182 648 is_linear=0 shrinkage=0.000307922 Tree=1193 num_leaves=4 num_cat=0 split_feature=52 4 1 split_gain=35.004 35.2504 4.96117 threshold=0.18829500000000002 0.11321500000000001 0.10495000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9930595640218399e-05 -0.00042310139761577537 0.00020626886555125329 -0.00014947092213201722 leaf_weight=293.88151420094073 21.254817381501201 87.549529064446688 10.644797112792729 leaf_count=2106 266 406 52 internal_value=0 2.42917e-05 -0.000331936 internal_weight=0 381.431 31.8996 internal_count=2830 2512 318 is_linear=0 shrinkage=0.000326769 Tree=1194 num_leaves=4 num_cat=0 split_feature=1 13 48 split_gain=36.9411 25.1607 20.627 threshold=0.10384000000000002 -0.4706749999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037924202323807256 0.00017447531340013532 -9.2140484680517423e-05 -0.00016859081935163847 leaf_weight=11.647538274526594 121.17593107372522 262.68136927485466 20.149688802659512 leaf_count=21 573 2161 75 internal_value=0 -7.21014e-05 0.000125546 internal_weight=0 274.329 141.326 internal_count=2830 2182 648 is_linear=0 shrinkage=0.00031408 Tree=1195 num_leaves=4 num_cat=0 split_feature=52 4 1 split_gain=28.4575 28.4188 5.35929 threshold=0.18829500000000002 0.11321500000000001 0.10495000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1288724487973273e-05 -0.001318879223433029 0.00060198749628699035 -0.00039267146422043643 leaf_weight=274.04782206472009 18.562143812887374 79.579163730144501 10.0711183398962 leaf_count=2106 266 406 52 internal_value=0 6.47482e-05 -0.000993585 internal_weight=0 353.627 28.6333 internal_count=2830 2512 318 is_linear=0 shrinkage=0.00102138 Tree=1196 num_leaves=4 num_cat=0 split_feature=3 123 2 split_gain=29.1987 29.9755 4.50411 threshold=0.14813000000000001 1.0000000180025095e-35 0.11853500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4834360024068802e-05 0.00035257739880730665 0.00021138129644682327 0.00013618238800665005 leaf_weight=335.89796061068773 22.908672425895929 47.621998105198145 16.250632748007774 leaf_count=2458 73 209 91 internal_value=0 -2.17693e-05 0.000262886 internal_weight=0 383.52 39.1593 internal_count=2831 2667 164 is_linear=0 shrinkage=0.00031408 Tree=1197 num_leaves=4 num_cat=0 split_feature=3 123 2 split_gain=28.2683 30.4025 4.34679 threshold=0.14813000000000001 1.0000000180025095e-35 0.11853500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7956789260651117e-05 0.00036918295731498116 0.00022517513289716884 0.00014288589801719949 leaf_weight=337.82441920042038 22.756929088383913 48.116119414567947 16.155270293354988 leaf_count=2458 73 209 91 internal_value=0 -2.26487e-05 0.000275347 internal_weight=0 385.941 38.9122 internal_count=2831 2667 164 is_linear=0 shrinkage=0.000333305 Tree=1198 num_leaves=4 num_cat=0 split_feature=3 43 0 split_gain=23.2418 25.772 4.79074 threshold=0.14813000000000001 -0.077629999999999991 -0.11772999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002944038963680579 0.00038357030770393369 -0.00029130367305790463 0.0011774824098848133 leaf_weight=138.59317891299725 14.931295856833456 218.62986535578966 20.251167148351669 leaf_count=1028 80 1639 84 internal_value=0 -6.40609e-05 0.00084094 internal_weight=0 357.223 35.1825 internal_count=2831 2667 164 is_linear=0 shrinkage=0.00106264 Tree=1199 num_leaves=3 num_cat=0 split_feature=41 13 split_gain=23.2266 30.2697 threshold=0.082980000000000012 -0.09812499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00073563043825574466 -0.0010166927249723513 -5.3236974166148936e-05 leaf_weight=60.662198571488261 21.452181521803141 309.80950863659382 leaf_count=277 115 2439 internal_value=0 7.59659e-05 internal_weight=0 370.472 internal_count=2831 2716 is_linear=0 shrinkage=0.00102138 Tree=1200 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=38.8959 29.9774 20.8787 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012418921309881217 0.00017818602816021528 0.00019222171139422306 -8.7747661133509618e-05 leaf_weight=225.05632156319916 121.38673677295446 33.981940396130085 38.301069270819426 leaf_count=2019 550 86 182 internal_value=0 -8.26697e-05 0.000114399 internal_weight=0 259.038 159.688 internal_count=2837 2105 732 is_linear=0 shrinkage=0.00031408 Tree=1201 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=41.0331 31.2936 21.225 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012336382050384616 0.00018359668806718657 0.0001986384318232765 -8.3216912011075585e-05 leaf_weight=227.12877046130598 123.38342050090432 34.246325269341469 38.601979937404394 leaf_count=2019 550 86 182 internal_value=0 -8.11625e-05 0.000120011 internal_weight=0 261.375 161.985 internal_count=2837 2105 732 is_linear=0 shrinkage=0.00031408 Tree=1202 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=39.8212 28.0767 23.0386 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015028417093583164 0.00013617344683564621 0.00013545885832912699 -0.00012626153651693102 leaf_weight=239.94659499451518 112.26786550506949 32.90907197445631 37.576273046433926 leaf_count=2019 550 86 182 internal_value=0 -0.000115814 7.03552e-05 internal_weight=0 272.856 149.844 internal_count=2837 2105 732 is_linear=0 shrinkage=0.000290162 Tree=1203 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=43.08 30.2912 21.1801 threshold=0.10100500000000003 0.062580000000000011 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011651974503704477 0.00016457362725774263 0.00017129046570862162 -7.6377201980377103e-05 leaf_weight=227.57456475310028 124.10746165364981 33.998359143733978 38.722474630922079 leaf_count=2019 550 86 182 internal_value=0 -7.91014e-05 0.000107271 internal_weight=0 261.573 162.83 internal_count=2837 2105 732 is_linear=0 shrinkage=0.000284472 Tree=1204 num_leaves=4 num_cat=0 split_feature=130 1429 40 split_gain=23.9369 24.644 8.18691 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.082079999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010083981991196843 0.00020544599292220117 0.00014253467840838515 -0.0010046903538304729 leaf_weight=15.326502602547405 5.5163278132677105 354.61145062372088 22.104048350825906 leaf_count=134 20 2331 348 internal_value=0 9.4802e-05 -0.000763028 internal_weight=0 369.938 27.6204 internal_count=2833 2465 368 is_linear=0 shrinkage=0.000889172 Tree=1205 num_leaves=4 num_cat=0 split_feature=130 39 40 split_gain=23.1724 23.999 8.03076 threshold=1.0000000180025095e-35 0.0047850000000000011 -0.082079999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5497456214558241e-05 0.00020110907758453026 0.00056691202567075885 -0.0010002111926371475 leaf_weight=301.04200478456914 5.5093836337327984 68.685095988214016 21.709579115733504 leaf_count=2155 20 310 348 internal_value=0 9.27218e-05 -0.000757082 internal_weight=0 369.727 27.219 internal_count=2833 2465 368 is_linear=0 shrinkage=0.000889172 Tree=1206 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=35.2599 35.5906 22.0898 threshold=0.040165000000000006 -0.21083999999999997 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027561302506668692 0.00041621375916880315 -0.00012205105737663113 3.0652117079971732e-05 leaf_weight=72.664724797010422 16.545130785554647 212.93609524704516 125.72655326500535 leaf_count=275 45 2032 481 internal_value=0 -8.32119e-05 0.000120392 internal_weight=0 229.481 198.391 internal_count=2833 2077 756 is_linear=0 shrinkage=0.000353706 Tree=1207 num_leaves=4 num_cat=0 split_feature=130 1429 40 split_gain=22.4739 23.7307 7.89524 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.082079999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012411507438055156 0.00024563797982794539 0.00017072418709016611 -0.0012379440776313351 leaf_weight=15.154964087530969 5.5079082548618343 354.46617347188294 21.369154992513359 leaf_count=134 20 2331 348 internal_value=0 0.000112774 -0.000933955 internal_weight=0 369.621 26.8771 internal_count=2833 2465 368 is_linear=0 shrinkage=0.00110557 Tree=1208 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=40.166 35.3088 22.4021 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012344019964109039 -0.00026538551463673387 0.00023214964870134288 0.00016072181837154464 leaf_weight=236.87903414107859 13.869358927011488 32.585781343281269 143.68878853693604 leaf_count=2046 93 83 617 internal_value=0 -8.04261e-05 0.000123185 internal_weight=0 269.465 157.558 internal_count=2839 2129 710 is_linear=0 shrinkage=0.000320362 Tree=1209 num_leaves=4 num_cat=0 split_feature=1213 484 403 split_gain=27.451 24.1851 3.15404 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002549509523042534 -0.00071033305571076484 0.00014294303002913917 -0.0011169403290207127 leaf_weight=5.0244758371263769 35.422197546809912 331.06562571227551 22.322241201996803 leaf_count=70 431 1980 358 internal_value=0 6.04385e-05 -0.000958853 internal_weight=0 366.488 27.3467 internal_count=2839 2411 428 is_linear=0 shrinkage=0.000981718 Tree=1210 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=26.6709 23.3714 3.14958 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026538824889661705 -0.00092751620190590256 0.00013267700933180317 -0.001182383057099552 leaf_weight=5.0079853795468834 24.142696511000395 342.0754806753248 21.880541628226638 leaf_count=70 340 2071 358 internal_value=0 6.27397e-05 -0.0010119 internal_weight=0 366.218 26.8885 internal_count=2839 2411 428 is_linear=0 shrinkage=0.00104181 Tree=1211 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=38.6564 32.8749 21.9141 threshold=0.10100500000000003 0.062580000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011662736467654354 -0.00025811070463448529 0.00022073477701653775 0.00015815983248404755 leaf_weight=234.06278457120061 13.662251368165014 32.425394117832184 141.71956502646208 leaf_count=2046 93 83 617 internal_value=0 -7.55654e-05 0.000121531 internal_weight=0 266.488 155.382 internal_count=2839 2129 710 is_linear=0 shrinkage=0.00031408 Tree=1212 num_leaves=4 num_cat=0 split_feature=12 16 0 split_gain=30.0795 32.7898 32.063 threshold=0.080070000000000016 0.16180500000000003 -0.060944999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013220217642461064 -0.00016797074574303588 -0.00025118620586894004 0.00012413880894911769 leaf_weight=175.71603203937411 161.01385414972901 27.537036828696728 53.422173948958516 leaf_count=676 1774 123 260 internal_value=0 8.02414e-05 -9.51933e-05 internal_weight=0 203.253 214.436 internal_count=2833 799 2034 is_linear=0 shrinkage=0.000326769 Tree=1213 num_leaves=3 num_cat=0 split_feature=14 123 split_gain=24.0321 23.8976 threshold=0.073890000000000011 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.5482076768600625e-05 -0.0011071301861694507 0.00061280937662580148 leaf_weight=321.38954745791852 16.427319187670946 47.625391084700823 leaf_count=2480 108 245 internal_value=0 1.33765e-05 internal_weight=0 369.015 internal_count=2833 2725 is_linear=0 shrinkage=0.000906956 Tree=1214 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=23.1914 23.528 threshold=0.073890000000000011 -0.11327499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00054382965027365839 -0.0011826581561859358 -0.00010200069058989519 leaf_weight=66.272058565169573 16.274520561099052 302.17337478045374 leaf_count=263 108 2462 internal_value=0 1.41866e-05 internal_weight=0 368.445 internal_count=2833 2725 is_linear=0 shrinkage=0.000981718 Tree=1215 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=34.3954 30.9839 7.83216 threshold=0.28937500000000005 0.014805 -0.20489499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011162779964232534 -8.3970055608009036e-06 7.8394607718963906e-05 0.00024583876251745842 leaf_weight=233.21753833442926 14.086670875549315 117.62782925181091 51.070291128009558 leaf_count=1996 54 522 261 internal_value=0 -4.79182e-05 0.000190888 internal_weight=0 350.845 65.157 internal_count=2833 2518 315 is_linear=0 shrinkage=0.000301884 Tree=1216 num_leaves=4 num_cat=0 split_feature=4 403 0 split_gain=29.2174 26.0875 5.76986 threshold=0.27150500000000005 -0.088654999999999984 -0.11878499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010836509443730405 0.00029747043084622158 -1.9444652471541909e-05 0.00088422086731556639 leaf_weight=21.986087583005428 26.950208552181721 301.73695923294872 33.49431512132287 leaf_count=363 122 2150 212 internal_value=0 -9.17813e-05 0.000622785 internal_weight=0 323.723 60.4445 internal_count=2847 2513 334 is_linear=0 shrinkage=0.000943597 Tree=1217 num_leaves=4 num_cat=0 split_feature=4 403 3 split_gain=39.4227 28.0195 5.78407 threshold=0.28937500000000005 -1.0000000180025095e-35 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029062300130915184 0.00031585163090943843 -8.4140758205493017e-07 6.7851005024217694e-05 leaf_weight=46.2342021856457 48.572748586535454 302.77902710437775 14.754825357347725 leaf_count=669 221 1869 88 internal_value=0 -3.92429e-05 0.000258107 internal_weight=0 349.013 63.3276 internal_count=2847 2538 309 is_linear=0 shrinkage=0.00034677 Tree=1218 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=41.6091 32.3281 5.46077 threshold=0.28937500000000005 1.0000000180025095e-35 -0.19279499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.573523055000604e-05 6.7415695131033658e-05 -0.00012273465046942552 0.0002963889898449847 leaf_weight=153.32050738856196 14.251086778938769 204.50075710192323 50.843603312969208 leaf_count=515 51 2023 258 internal_value=0 -3.76941e-05 0.000246295 internal_weight=0 357.821 65.0947 internal_count=2847 2538 309 is_linear=0 shrinkage=0.000326769 Tree=1219 num_leaves=4 num_cat=0 split_feature=4 403 3 split_gain=39.3706 29.7682 5.65271 threshold=0.28937500000000005 -1.0000000180025095e-35 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021367048298022535 0.00022990571734384603 1.9854109499099106e-06 5.2413632551352627e-05 leaf_weight=47.159323781728745 49.021482393145561 304.09360619261861 14.953883260488508 leaf_count=669 221 1869 88 internal_value=0 -2.69787e-05 0.000188446 internal_weight=0 351.253 63.9754 internal_count=2847 2538 309 is_linear=0 shrinkage=0.000252603 Tree=1220 num_leaves=4 num_cat=0 split_feature=1 12 50 split_gain=32.6647 31.0295 21.0188 threshold=0.094655000000000017 -1.0000000180025095e-35 0.088385000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.0136594210375676e-05 0.00025960310946571461 1.9997647844292831e-06 -0.00034051868007784467 leaf_weight=209.37301009707153 60.60377973690629 126.27900464460254 24.359436197206378 leaf_count=1612 287 586 368 internal_value=0 8.55553e-05 -8.04254e-05 internal_weight=0 186.883 233.732 internal_count=2853 873 1980 is_linear=0 shrinkage=0.000295965 Tree=1221 num_leaves=4 num_cat=0 split_feature=130 1429 4 split_gain=23.3434 23.6872 2.51071 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.010614999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011444644960570199 -0.00063643885840505095 9.6329449868237747e-05 -0.0012534285512032096 leaf_weight=15.466641690582035 13.725358137860896 349.20427172351629 11.955370100215076 leaf_count=138 244 2343 128 internal_value=0 4.3647e-05 -0.000924389 internal_weight=0 364.671 25.6807 internal_count=2853 2481 372 is_linear=0 shrinkage=0.000981718 Tree=1222 num_leaves=4 num_cat=0 split_feature=130 457 4 split_gain=22.5757 23.5932 2.45794 threshold=1.0000000180025095e-35 0.082335000000000005 -0.010614999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5867718376449993e-05 -0.00053646944516258716 0.00052878430198641561 -0.0010606732222742659 leaf_weight=306.93816109094769 13.58751393761486 57.522611387073994 11.789707791060207 leaf_count=2269 244 212 128 internal_value=0 3.64304e-05 -0.000780617 internal_weight=0 364.461 25.3772 internal_count=2853 2481 372 is_linear=0 shrinkage=0.000837887 Tree=1223 num_leaves=4 num_cat=0 split_feature=130 1429 4 split_gain=21.8316 22.8729 2.40633 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.010614999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010900772247220785 -0.00059659070251650366 8.9598817372525151e-05 -0.0011842258288827779 leaf_weight=15.255625704303382 13.45287247002125 348.98177459929138 11.627178685739635 leaf_count=138 244 2343 128 internal_value=0 4.0135e-05 -0.000869713 internal_weight=0 364.237 25.0801 internal_count=2853 2481 372 is_linear=0 shrinkage=0.000943597 Tree=1224 num_leaves=4 num_cat=0 split_feature=1456 403 157 split_gain=29.0364 26.3286 1.86938 threshold=-1.0000000180025095e-35 -0.092224999999999988 -0.056824999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00066643257227997743 -0.0011062329143177356 0.00017462565454982857 -0.001433878909901517 leaf_weight=5.4332437962293652 21.675744846463203 344.08555590268224 16.290191260166466 leaf_count=65 333 2238 214 internal_value=0 9.86656e-05 -0.00124269 internal_weight=0 365.761 21.7234 internal_count=2850 2571 279 is_linear=0 shrinkage=0.00112769 Tree=1225 num_leaves=4 num_cat=0 split_feature=1456 403 157 split_gain=28.172 25.4608 1.90405 threshold=-1.0000000180025095e-35 -0.092224999999999988 -0.057789999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061810885584119839 -0.0010549257824959378 0.00016409157149694785 -0.0013720324957073704 leaf_weight=5.2700503068044808 21.361029136925936 344.06220915541053 16.105940557084978 leaf_count=64 333 2238 215 internal_value=0 9.27818e-05 -0.00118688 internal_weight=0 365.423 21.376 internal_count=2850 2571 279 is_linear=0 shrinkage=0.0010839 Tree=1226 num_leaves=4 num_cat=0 split_feature=1456 403 15 split_gain=30.998 28.7388 1.46934 threshold=-1.0000000180025095e-35 -0.092224999999999988 -0.093439999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020431686942735784 -0.00030713066511980458 4.7606053682264354e-05 -0.00039167966069559218 leaf_weight=5.477970881387594 23.963001403957605 371.77120467275381 17.683821717277169 leaf_count=47 333 2238 232 internal_value=0 2.61118e-05 -0.000347571 internal_weight=0 395.734 23.1618 internal_count=2850 2571 279 is_linear=0 shrinkage=0.00031408 Tree=1227 num_leaves=4 num_cat=0 split_feature=1456 403 157 split_gain=30.97 27.7247 1.78376 threshold=-1.0000000180025095e-35 -0.092224999999999988 -0.06266999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018161622267814486 -0.00029136995298398148 4.6263151515017683e-05 -0.00037970641473246316 leaf_weight=5.4837412536144283 23.54848925024271 372.31771006435156 17.661565333604813 leaf_count=61 333 2238 218 internal_value=0 2.61656e-05 -0.000332962 internal_weight=0 395.866 23.1453 internal_count=2850 2571 279 is_linear=0 shrinkage=0.000301884 Tree=1228 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=33.2987 32.419 25.8782 threshold=0.080070000000000016 -0.21083999999999997 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022757347486239291 0.00037183111247499848 -0.00011696970497986329 -1.1091267949586476e-07 leaf_weight=76.088141299784184 13.691409844905136 208.81505996733904 125.18341154977679 leaf_count=289 40 2031 488 internal_value=0 -8.68632e-05 8.59757e-05 internal_weight=0 222.506 201.272 internal_count=2848 2071 777 is_linear=0 shrinkage=0.000307922 Tree=1229 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=33.3386 32.1928 27.7392 threshold=0.080070000000000016 -0.21083999999999997 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025490598688577442 0.00040520897921821465 -0.00013125140159684094 -5.5905297194726766e-06 leaf_weight=76.445206727832556 13.773239679634569 206.70485597103834 123.64730206876993 leaf_count=289 40 2031 488 internal_value=0 -9.77066e-05 9.39468e-05 internal_weight=0 220.478 200.093 internal_count=2848 2071 777 is_linear=0 shrinkage=0.000339971 Tree=1230 num_leaves=4 num_cat=0 split_feature=376 457 133 split_gain=23.2812 25.7037 4.39191 threshold=1.0000000180025095e-35 0.081330000000000013 0.085815000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018892524127042248 0.000313106982611121 0.00047793603076616689 0.00093241258827387176 leaf_weight=298.25730144418776 16.331290982663631 53.947110030800104 20.375507161021233 leaf_count=2492 59 200 97 internal_value=0 -8.67618e-05 0.000657182 internal_weight=0 352.204 36.7068 internal_count=2848 2692 156 is_linear=0 shrinkage=0.000889172 Tree=1231 num_leaves=4 num_cat=0 split_feature=15 49 14 split_gain=23.081 26.9711 5.90182 threshold=-0.34809999999999997 -0.034759999999999992 -0.42495999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020295128029770249 0.00035877937378890693 -0.00026899695697215839 0.0011153173643470679 leaf_weight=11.289754491299389 98.92031280323863 256.42682534363121 21.483784459531307 leaf_count=67 391 2250 140 internal_value=0 -9.42289e-05 0.000801329 internal_weight=0 355.347 32.7735 internal_count=2848 2641 207 is_linear=0 shrinkage=0.00102138 Tree=1232 num_leaves=4 num_cat=0 split_feature=4 0 151 split_gain=35.211 32.3711 11.8267 threshold=0.28937500000000005 -0.13112499999999996 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6157480573917665e-05 -0.00010995576995879789 -0.00015292447767259012 0.00027194139057771057 leaf_weight=85.556576412171125 11.852314591407774 278.43498675711453 44.613675307482481 leaf_count=294 52 2200 263 internal_value=0 -9.67265e-05 0.00019177 internal_weight=0 363.992 56.466 internal_count=2809 2494 315 is_linear=0 shrinkage=0.000339971 Tree=1233 num_leaves=4 num_cat=0 split_feature=457 376 1 split_gain=23.9104 27.4939 14.928 threshold=0.069705000000000003 1.0000000180025095e-35 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024998873243773517 -0.00016356812928969912 0.00089809878827909093 0.00094377228742983986 leaf_weight=294.28810684382915 21.554922968149185 26.712468832731247 42.461181744933128 leaf_count=2444 103 111 151 internal_value=0 -0.000154401 0.000570981 internal_weight=0 321.001 64.0161 internal_count=2809 2555 254 is_linear=0 shrinkage=0.0010839 Tree=1234 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=32.9646 34.0595 26.0141 threshold=0.10100500000000003 0.096475000000000019 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013942828761183326 0.00019693849496743701 -0.00019726261107652003 -0.00013639431029013421 leaf_weight=48.724984250962734 121.52212693542242 31.986885834485292 208.91247211024165 leaf_count=188 571 149 1901 internal_value=0 0.000114784 -8.42236e-05 internal_weight=0 153.509 257.637 internal_count=2809 720 2089 is_linear=0 shrinkage=0.000339971 Tree=1235 num_leaves=4 num_cat=0 split_feature=4 0 151 split_gain=34.104 30.9152 10.151 threshold=0.28937500000000005 -0.13112499999999996 -0.075719999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012139663997708495 -1.3636557493615424e-05 -0.00010829913924397212 0.00029233882604889737 leaf_weight=86.436212539672852 16.173252023756504 263.46925127319992 47.155848037451506 leaf_count=294 70 2200 245 internal_value=0 -5.15545e-05 0.000214217 internal_weight=0 349.905 63.3291 internal_count=2809 2494 315 is_linear=0 shrinkage=0.000333305 Tree=1236 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=29.5105 24.4356 11.6051 threshold=1.0000000180025095e-35 -0.24242999999999995 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022846034773208631 0.00028312945453172462 -6.6777141256001878e-05 -3.8070339027084773e-05 leaf_weight=30.163844376802444 42.748423330485821 330.12218517996371 14.978426091372965 leaf_count=129 197 2454 63 internal_value=0 -4.20485e-05 0.000199802 internal_weight=0 360.286 57.7268 internal_count=2843 2583 260 is_linear=0 shrinkage=0.00031408 Tree=1237 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=24.3441 26.5004 20.4372 threshold=0.10100500000000003 -0.11327499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044224989088152483 0.00077709940457921134 -0.00037475186678675938 2.0793016161011761e-05 leaf_weight=45.41256495937705 50.176518097519875 193.08454972971231 97.1713653691113 leaf_count=189 286 1922 446 internal_value=0 -0.000219162 0.000278406 internal_weight=0 238.497 147.348 internal_count=2843 2111 732 is_linear=0 shrinkage=0.000962469 Tree=1238 num_leaves=4 num_cat=0 split_feature=376 1 1 split_gain=23.5764 20.6163 3.13785 threshold=0.048375000000000008 0.12937500000000002 0.096035000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019769027552741668 0.00038034240130684879 0.00061749397070733482 0.00098727984929094549 leaf_weight=311.31247658655047 14.880075737833975 36.101019661873579 22.176574811339378 leaf_count=2477 41 200 125 internal_value=0 -0.000112952 0.000743886 internal_weight=0 347.413 37.0567 internal_count=2843 2677 166 is_linear=0 shrinkage=0.00102138 Tree=1239 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=22.8081 25.5146 23.0268 threshold=0.10100500000000003 -0.11327499999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047216734434437231 0.00045114166821259513 -0.00039588380685881455 -0.00079087313690815819 leaf_weight=45.438869990408421 127.5868340022862 191.89830243308097 18.539951846003532 leaf_count=189 658 1922 74 internal_value=0 -0.000229668 0.000293477 internal_weight=0 237.337 146.127 internal_count=2843 2111 732 is_linear=0 shrinkage=0.00104181 Tree=1240 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=31.9096 38.261 15.1249 threshold=0.15756500000000004 0.083325000000000024 0.10971000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3593386186812996e-05 0.00022123266026474259 -0.00017706161855439312 -0.00016156748142943751 leaf_weight=151.92692683264613 83.250949908047915 166.47247995063663 14.571520969271658 leaf_count=564 400 1862 52 internal_value=0 -6.22342e-05 0.000164191 internal_weight=0 318.399 97.8225 internal_count=2878 2426 452 is_linear=0 shrinkage=0.00034677 Tree=1241 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=32.7834 34.6297 30.5289 threshold=0.083325000000000024 0.15756500000000004 0.077110000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014360037804271616 -0.00017299101592824456 0.0001660287677866402 -0.00021204286322026798 leaf_weight=175.26241299882531 168.2472346611321 43.895971667021513 33.160627648234367 leaf_count=702 1862 169 145 internal_value=0 -0.000102834 8.70024e-05 internal_weight=0 212.143 208.423 internal_count=2878 2031 847 is_linear=0 shrinkage=0.000339971 Tree=1242 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=33.6599 34.6965 31.1303 threshold=0.083325000000000024 0.15756500000000004 0.077110000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001407839455361541 -0.00016683636653522731 0.00016082440590414033 -0.00020467066994933625 leaf_weight=174.61622951924801 167.9377161655575 43.414896611124277 33.121934857219458 leaf_count=702 1862 169 145 internal_value=0 -9.95216e-05 8.56906e-05 internal_weight=0 211.353 207.738 internal_count=2878 2031 847 is_linear=0 shrinkage=0.000326769 Tree=1243 num_leaves=4 num_cat=0 split_feature=4 52 4 split_gain=25.5717 27.0656 0.108092 threshold=0.50666500000000003 0.16377000000000003 0.51743500000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1539154536640567e-06 0.0010152582886282006 -0.0010985639822873551 0.0011818329469525516 leaf_weight=335.80287015158683 10.025508627295496 30.379024454392493 12.674567461013792 leaf_count=2378 58 344 98 internal_value=0 -9.95856e-05 0.00110918 internal_weight=0 366.182 22.7001 internal_count=2878 2722 156 is_linear=0 shrinkage=0.00110557 Tree=1244 num_leaves=4 num_cat=0 split_feature=159 52 4 split_gain=26.4772 28.3782 13.0389 threshold=-1.0000000180025095e-35 -0.51745999999999992 0.25025000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010743569472339717 -0.0011929013785172298 0.00018169105636908685 0.00054891250605879776 leaf_weight=30.156706570647657 16.41021303832531 338.11785590834916 6.2151329442858687 leaf_count=431 193 2216 21 internal_value=0 0.000118004 -0.000796834 internal_weight=0 354.528 36.3718 internal_count=2861 2409 452 is_linear=0 shrinkage=0.00102138 Tree=1245 num_leaves=4 num_cat=0 split_feature=159 52 4 split_gain=25.5574 27.5399 12.6471 threshold=-1.0000000180025095e-35 -0.51745999999999992 0.25025000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010229611117658858 -0.0011427209979719903 0.00017073172399970877 0.00051765960628005487 leaf_weight=29.763835962861776 16.099876970052719 338.09303308464587 6.1929929070174685 leaf_count=431 193 2216 21 internal_value=0 0.00011097 -0.00075748 internal_weight=0 354.193 35.9568 internal_count=2861 2409 452 is_linear=0 shrinkage=0.000981718 Tree=1246 num_leaves=4 num_cat=0 split_feature=159 52 4 split_gain=24.6679 26.7298 12.2662 threshold=-1.0000000180025095e-35 -0.51745999999999992 0.25025000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010542209704074964 -0.0011849705060145823 0.0001736576020183015 0.00052840118009296871 leaf_weight=29.378675198182464 15.794295754283665 338.06960206851363 6.1712480522692195 leaf_count=431 193 2216 21 internal_value=0 0.000112956 -0.000779351 internal_weight=0 353.864 35.5499 internal_count=2861 2409 452 is_linear=0 shrinkage=0.00102138 Tree=1247 num_leaves=4 num_cat=0 split_feature=133 159 42 split_gain=24.3061 25.3824 1.16859 threshold=-0.39975999999999995 -1.0000000180025095e-35 -0.0053999999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011430623733467561 -0.00077707360800544783 0.00016275168244434264 -0.0018152580267691311 leaf_weight=6.3855714462697506 34.293036731891334 342.74736229516566 5.2659584805369359 leaf_count=106 433 2278 44 internal_value=0 7.72365e-05 -0.00144934 internal_weight=0 377.04 11.6515 internal_count=2861 2711 150 is_linear=0 shrinkage=0.00104181 Tree=1248 num_leaves=3 num_cat=0 split_feature=14 403 split_gain=26.893 28.5454 threshold=0.078275000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00071134125899763258 -0.0013352405914297363 6.3782426180223077e-05 leaf_weight=44.540248895995319 13.480623185634611 317.8619181830436 leaf_count=664 94 2083 internal_value=0 -3.15149e-05 internal_weight=0 362.402 internal_count=2841 2747 is_linear=0 shrinkage=0.000906956 Tree=1249 num_leaves=4 num_cat=0 split_feature=12 43 43 split_gain=39.6567 31.8885 28.6176 threshold=0.078300000000000008 -0.15765999999999997 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020443797442133799 0.00015421305259372988 -0.00014672320920392371 -1.3795923025276753e-05 leaf_weight=71.486662730574608 30.707856714725494 183.83488735277206 120.83359215408564 leaf_count=279 170 1904 488 internal_value=0 -0.00010364 6.73352e-05 internal_weight=0 214.543 192.32 internal_count=2841 2074 767 is_linear=0 shrinkage=0.000273426 Tree=1250 num_leaves=4 num_cat=0 split_feature=12 43 43 split_gain=37.4866 29.6099 29.3005 threshold=0.078300000000000008 -0.15765999999999997 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002061594155535141 0.00013145570126416546 -0.0001990554548057151 -5.6772307816552376e-05 leaf_weight=64.912920504808426 30.924439545720816 196.9970365781337 117.3887343518436 leaf_count=279 170 1904 488 internal_value=0 -0.000154204 3.68627e-05 internal_weight=0 227.921 182.302 internal_count=2841 2074 767 is_linear=0 shrinkage=0.00031408 Tree=1251 num_leaves=4 num_cat=0 split_feature=12 43 43 split_gain=37.0838 31.5607 26.5442 threshold=0.078300000000000008 -0.15765999999999997 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024787963081362763 0.00019438048852659691 -0.00017963275253017036 -1.6006971403555842e-05 leaf_weight=69.434151466935873 30.410607028752565 182.38543160445988 120.48319080844522 leaf_count=279 170 1904 488 internal_value=0 -0.00012617 8.04857e-05 internal_weight=0 212.796 189.917 internal_count=2841 2074 767 is_linear=0 shrinkage=0.000339971 Tree=1252 num_leaves=4 num_cat=0 split_feature=1456 1213 12 split_gain=29.1722 23.9482 0.24723 threshold=-1.0000000180025095e-35 -0.082704999999999987 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045127200868869344 -0.00036957450220278761 3.4562296895060076e-05 -0.00036283452823668917 leaf_weight=4.7777303755283382 15.660649171099065 373.9010173343122 14.506645016372202 leaf_count=34 235 2327 231 internal_value=0 1.82984e-05 -0.00038517 internal_weight=0 389.562 19.2844 internal_count=2827 2562 265 is_linear=0 shrinkage=0.000320362 Tree=1253 num_leaves=3 num_cat=0 split_feature=454 158 split_gain=23.6922 23.9068 threshold=-1.0000000180025095e-35 0.10858500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018069329335661359 9.454589006944207e-05 -0.0014848255686979307 leaf_weight=9.414069611579178 359.73633078020066 13.124498857185243 leaf_count=65 2608 154 internal_value=0 3.88797e-05 internal_weight=0 372.861 internal_count=2827 2762 is_linear=0 shrinkage=0.00115024 Tree=1254 num_leaves=4 num_cat=0 split_feature=1456 1456 12 split_gain=26.5104 22.0662 0.262283 threshold=-1.0000000180025095e-35 0.075285000000000005 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012102570043934237 9.0765307276327635e-05 -0.00091601193268041824 -0.00096073548440690174 leaf_weight=4.5692136436700848 347.82387086376548 16.643956955522299 13.105232228524981 leaf_count=34 2342 220 231 internal_value=0 4.47438e-05 -0.00102648 internal_weight=0 364.468 17.6744 internal_count=2827 2562 265 is_linear=0 shrinkage=0.000854645 Tree=1255 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=27.1997 30.0886 22.7809 threshold=0.10100500000000003 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011833728527546523 0.00024216196658822928 -0.00014843652693135256 -2.0955271483469171e-05 leaf_weight=48.509086295962334 45.75399225205183 230.511968171224 97.987732790410519 leaf_count=183 262 1935 447 internal_value=0 -0.000102052 6.28178e-05 internal_weight=0 279.021 143.742 internal_count=2827 2118 709 is_linear=0 shrinkage=0.000307922 Tree=1256 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=34.2013 49.6273 22.389 threshold=-0.059315 -0.10106999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.14272253098324e-05 0.00018401395309041157 -0.00019041115605473129 -7.1329245815978935e-06 leaf_weight=87.434390168637037 101.03141093999147 131.98430255427957 105.40589056350291 leaf_count=391 465 1638 385 internal_value=0 -7.81055e-05 8.64236e-05 internal_weight=0 219.419 206.437 internal_count=2879 2029 850 is_linear=0 shrinkage=0.000290162 Tree=1257 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=36.9357 45.4807 22.2572 threshold=-0.059315 -0.10106999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7782052637177339e-05 0.00020266397885407671 -0.00020485201471594374 -3.3170118084037385e-06 leaf_weight=87.474079443141818 101.58273105323315 130.57961081434041 105.46343050524592 leaf_count=391 465 1638 385 internal_value=0 -8.7462e-05 9.77525e-05 internal_weight=0 218.054 207.046 internal_count=2879 2029 850 is_linear=0 shrinkage=0.00031408 Tree=1258 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=25.2779 39.7103 19.6067 threshold=-0.059315 -0.097604999999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002550213857324189 0.00056135806453348638 -0.00059017200647071538 -4.1546537241657233e-05 leaf_weight=85.895879318937659 91.655465327203274 116.74942987319082 100.86467245686799 leaf_count=419 465 1610 385 internal_value=0 -0.000231927 0.000245513 internal_weight=0 202.645 192.52 internal_count=2879 2029 850 is_linear=0 shrinkage=0.000943597 Tree=1259 num_leaves=4 num_cat=0 split_feature=3 3 13 split_gain=35.8636 45.9197 20.1027 threshold=-0.059315 -0.10106999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4285014528444999e-05 0.00018998176718129897 -0.00020246056538337473 -2.2112143984979101e-06 leaf_weight=88.448254723101854 100.4033046644181 131.89658463653177 106.1400065664202 leaf_count=391 465 1638 385 internal_value=0 -8.73612e-05 9.12251e-05 internal_weight=0 220.345 206.543 internal_count=2879 2029 850 is_linear=0 shrinkage=0.000307922 Tree=1260 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=34.8222 34.1601 30.2544 threshold=0.10100500000000003 0.082465000000000024 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015143434360821983 0.0002065376176167314 -0.00014061282458797906 -0.00012712423875543567 leaf_weight=49.559670493006706 115.45805636793375 38.873274382203817 207.49119898024946 leaf_count=189 545 190 1920 internal_value=0 0.00011909 -7.34106e-05 internal_weight=0 154.331 257.051 internal_count=2844 735 2109 is_linear=0 shrinkage=0.000320362 Tree=1261 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=35.8 31.5718 31.5296 threshold=0.10100500000000003 0.082465000000000024 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014968417154998675 0.00019503206812251792 -0.00011836578048998404 -0.00011914622337843111 leaf_weight=49.218238264322281 116.4641695395112 39.122941985726357 206.57012163940817 leaf_count=189 545 190 1920 internal_value=0 0.000116222 -6.74112e-05 internal_weight=0 155.587 255.788 internal_count=2844 735 2109 is_linear=0 shrinkage=0.000301884 Tree=1262 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=26.7626 26.3723 14.6639 threshold=0.086500000000000007 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00088426237775924427 0.00042243731948109643 3.9217795621643596e-06 -0.00091429366597070799 leaf_weight=30.795716073364019 8.2903468906879407 305.45538787636906 36.096156644634902 leaf_count=207 40 2116 481 internal_value=0 8.45938e-05 -0.00066455 internal_weight=0 336.251 44.3865 internal_count=2844 2323 521 is_linear=0 shrinkage=0.000906956 Tree=1263 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=34.788 31.3808 31.0525 threshold=0.10100500000000003 0.082465000000000024 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001363750422916762 0.00017775276446127254 -0.00011072778248126178 -0.00010990255291865657 leaf_weight=49.293278802186251 115.94265062361956 39.24521317332983 206.93976096622646 leaf_count=189 545 190 1920 internal_value=0 0.000104795 -6.25178e-05 internal_weight=0 155.188 256.233 internal_count=2844 735 2109 is_linear=0 shrinkage=0.000278894 Tree=1264 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=31.1185 36.3751 25.7587 threshold=0.077020000000000019 0.077110000000000012 -0.044739999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019827285905968121 0.00010053120941750781 -0.00018666175616686165 0.00011741433520956601 leaf_weight=111.25355510413647 228.43647694401443 51.165775572881103 31.415228620171547 leaf_count=1391 1126 291 95 internal_value=0 4.79672e-05 -0.000128753 internal_weight=0 279.602 142.669 internal_count=2903 1417 1486 is_linear=0 shrinkage=0.000307922 Tree=1265 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=25.6885 35.2909 4.0445 threshold=-0.49096999999999996 -0.017269999999999997 0.098000000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014739172946328877 -0.0001117599244192138 0.00091871480418365451 -0.00055870666423595569 leaf_weight=16.324705980718139 316.04103436600417 48.768148519098759 9.8913957849144918 leaf_count=85 2557 189 72 internal_value=0 2.60361e-05 -0.00112926 internal_weight=0 364.809 26.2161 internal_count=2903 2746 157 is_linear=0 shrinkage=0.00112769 Tree=1266 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=29.6003 35.1016 26.753 threshold=0.077020000000000019 0.077110000000000012 0.085090000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018689004839320402 0.000106641476649311 -0.0002061239904099269 0.00033052038568450945 leaf_weight=129.92675243876874 227.35540819168091 50.707864480093122 12.659468524157999 leaf_count=1456 1126 291 30 internal_value=0 4.95951e-05 -0.000140914 internal_weight=0 278.063 142.586 internal_count=2903 1417 1486 is_linear=0 shrinkage=0.000339971 Tree=1267 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=33.8443 35.2827 27.795 threshold=0.077020000000000019 0.077065000000000008 -0.044739999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021318550357822671 0.00011296564100664985 -0.00015930301944475181 0.00012740019624183144 leaf_weight=113.82511426880956 215.18108965456486 63.174125287681818 31.354316130280495 leaf_count=1391 1077 340 95 internal_value=0 5.11662e-05 -0.000139622 internal_weight=0 278.355 145.179 internal_count=2903 1417 1486 is_linear=0 shrinkage=0.000320362 Tree=1268 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=34.8266 25.8996 24.4867 threshold=0.10100500000000003 0.096475000000000019 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012032119230932892 0.00016963177855277751 -0.00013247410085764964 -0.00012028115617175772 leaf_weight=47.113701786845922 120.75871077179909 32.892641853541136 211.70260107330978 leaf_count=190 551 156 1927 internal_value=0 0.000104951 -7.64774e-05 internal_weight=0 153.651 258.816 internal_count=2824 707 2117 is_linear=0 shrinkage=0.000301884 Tree=1269 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=34.946 25.997 24.5558 threshold=0.10100500000000003 0.096475000000000019 -0.4706749999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038334112951496244 0.00018745515333211854 -0.00014589119720168775 -0.000106396167622166 leaf_weight=11.903798028826712 121.70122005790472 33.03156391903758 247.27480580285192 leaf_count=23 551 156 2094 internal_value=0 0.000116285 -8.38765e-05 internal_weight=0 154.733 259.179 internal_count=2824 707 2117 is_linear=0 shrinkage=0.000333305 Tree=1270 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=29.1978 30.6992 threshold=1.0000000180025095e-35 0.27058000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010023102755087431 -0.0017980314771566725 0.00073268121385808565 leaf_weight=321.93043577112257 9.109700568020342 51.445111561566591 leaf_count=2465 64 295 internal_value=0 1.45624e-05 internal_weight=0 373.376 internal_count=2824 2760 is_linear=0 shrinkage=0.00100135 Tree=1271 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=27.818 29.6548 threshold=1.0000000180025095e-35 0.27058000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.4217311250539322e-05 -0.0016843400169573039 0.0006966049558791384 leaf_weight=321.79849425237626 9.137515649199484 50.848731867969036 leaf_count=2465 64 295 internal_value=0 1.37227e-05 internal_weight=0 372.647 internal_count=2824 2760 is_linear=0 shrinkage=0.000962469 Tree=1272 num_leaves=3 num_cat=0 split_feature=47 1 split_gain=25.7036 25.3448 threshold=0.117025 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00017794926111389971 -0.0011530835063674992 0.00044691603510904013 leaf_weight=234.61945118382573 23.800407871603966 119.85433798283339 leaf_count=2067 132 613 internal_value=0 3.33423e-05 internal_weight=0 354.474 internal_count=2812 2680 is_linear=0 shrinkage=0.00110557 Tree=1273 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=24.5329 25.5569 threshold=0.117025 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.0101620861090346e-05 -0.00088770497762522221 -0.0008277901434023794 leaf_weight=328.85788047686219 23.830046113580465 24.769747864454985 leaf_count=2362 132 318 internal_value=0 2.57669e-05 internal_weight=0 353.628 internal_count=2812 2680 is_linear=0 shrinkage=0.000871738 Tree=1274 num_leaves=3 num_cat=0 split_feature=13 130 split_gain=27.8334 29.309 threshold=-0.24242999999999995 -0.076894999999999977 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00024477027397063492 0.00023189884890331404 -5.8107772104017614e-05 leaf_weight=32.93833751603961 32.061867773532867 343.47274908423424 leaf_count=132 139 2541 internal_value=0 -3.33375e-05 internal_weight=0 375.535 internal_count=2812 2680 is_linear=0 shrinkage=0.000290162 Tree=1275 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=26.6204 29.6102 threshold=-0.24242999999999995 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00025183999711208296 -7.221797283013103e-05 0.00014589156604660977 leaf_weight=32.614684384316206 309.91945032030344 69.413846250623465 leaf_count=132 2380 300 internal_value=0 -3.2301e-05 internal_weight=0 379.333 internal_count=2812 2680 is_linear=0 shrinkage=0.000301884 Tree=1276 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=28.6984 27.9359 23.2389 threshold=0.084055000000000005 0.10805000000000002 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042495760610524494 -0.00039104535007071078 0.0012218303514162266 -0.00040996226885526026 leaf_weight=165.42733754776418 170.06710521224886 11.477368734776972 41.874682255089283 leaf_count=770 1875 27 176 internal_value=0 -0.00028896 0.000256283 internal_weight=0 181.544 207.302 internal_count=2848 1902 946 is_linear=0 shrinkage=0.00100135 Tree=1277 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=27.5141 26.8707 22.2514 threshold=0.084055000000000005 0.10805000000000002 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037733423887979252 -0.00034767361380497571 0.0010905142202813094 -0.00036225833224530263 leaf_weight=164.9639334063977 169.37306197360158 11.387255035340784 41.958442088216543 leaf_count=770 1875 27 176 internal_value=0 -0.000256967 0.000227345 internal_weight=0 180.76 206.922 internal_count=2848 1902 946 is_linear=0 shrinkage=0.000906956 Tree=1278 num_leaves=4 num_cat=0 split_feature=12 3 157 split_gain=37.6755 26.8529 21.6626 threshold=0.083325000000000024 0.10805000000000002 -0.07692499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028562487834481875 -0.00011555762205151343 0.00033758609884455794 4.2679556522370968e-05 leaf_weight=37.416382726281881 190.82407639920712 11.666150532662867 177.09096731618047 leaf_count=109 1971 27 741 internal_value=0 -8.94211e-05 8.5078e-05 internal_weight=0 202.49 214.507 internal_count=2848 1998 850 is_linear=0 shrinkage=0.000290162 Tree=1279 num_leaves=4 num_cat=0 split_feature=12 3 47 split_gain=26.5378 25.8519 21.308 threshold=0.084055000000000005 0.10805000000000002 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047903670852550895 -0.00044205129403050898 0.0013893303465134475 -0.00045626225117233264 leaf_weight=164.73820461146533 168.96871723420918 11.302274845540522 42.079169999808073 leaf_count=770 1875 27 176 internal_value=0 -0.000327096 0.000288716 internal_weight=0 180.271 206.817 internal_count=2848 1902 946 is_linear=0 shrinkage=0.00117324 Tree=1280 num_leaves=4 num_cat=0 split_feature=160 2 16 split_gain=27.5734 21.5815 0.666556 threshold=-0.40187499999999993 0.088885000000000006 -0.10750499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016538843269993187 -0.00023499214084334475 0.00029161295565204113 -0.0011877002068394502 leaf_weight=5.8206620700657394 152.87154683098197 227.42316764779389 10.573147093877195 leaf_count=56 1348 1278 173 internal_value=0 7.99261e-05 -0.00135495 internal_weight=0 380.295 16.3938 internal_count=2855 2626 229 is_linear=0 shrinkage=0.0010839 Tree=1281 num_leaves=4 num_cat=0 split_feature=160 4 16 split_gain=29.1511 27.4922 0.594325 threshold=-0.40187499999999993 0.15756500000000004 -0.10750499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047868665327651679 -2.1626416495488223e-05 0.0001783067707131504 -0.00035238675207755859 leaf_weight=6.0795103590935495 317.84995134547353 90.716858167201281 11.701548118144272 leaf_count=56 2191 435 173 internal_value=0 2.27724e-05 -0.000396037 internal_weight=0 408.567 17.7811 internal_count=2855 2626 229 is_linear=0 shrinkage=0.000320362 Tree=1282 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=29.5145 29.2354 23.1087 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017413073450042894 0.00020675329534925539 -0.00011896096685469198 -0.0001116370997918502 leaf_weight=52.830395229160786 119.32690918818116 219.07904266193509 37.460891574621201 leaf_count=198 546 1938 173 internal_value=0 -6.20068e-05 0.000130677 internal_weight=0 271.909 156.788 internal_count=2855 2136 719 is_linear=0 shrinkage=0.000353706 Tree=1283 num_leaves=4 num_cat=0 split_feature=160 1 16 split_gain=29.1501 27.2978 0.59074 threshold=-0.40187499999999993 0.077800000000000022 -0.10750499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049731369485693196 -9.3448057399913033e-05 8.7611516163540131e-05 -0.00036639373688081604 leaf_weight=6.1126221921294954 142.34999005030841 264.10213634930551 11.634215887635944 leaf_count=56 1335 1291 173 internal_value=0 2.41984e-05 -0.000411973 internal_weight=0 406.452 17.7468 internal_count=2855 2626 229 is_linear=0 shrinkage=0.000333305 Tree=1284 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=31.507 28.6403 15.2673 threshold=0.10100500000000003 -0.11516999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052773453587556156 0.0001254008252951803 -0.00044421080471913985 0.00088836721998472265 leaf_weight=41.395700864493847 96.035799058154225 197.50405567605048 42.807744536548853 leaf_count=171 486 1969 239 internal_value=0 -0.000275767 0.000360726 internal_weight=0 238.9 138.844 internal_count=2865 2140 725 is_linear=0 shrinkage=0.00106264 Tree=1285 num_leaves=4 num_cat=0 split_feature=1 484 39 split_gain=40.1198 19.0738 16.5195 threshold=0.10100500000000003 -0.0048899999999999994 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034664779361764193 4.5458707216853626e-05 -5.731219602906132e-05 0.00026066026866613558 leaf_weight=22.80709663964808 102.90708438307047 230.02499624248594 47.506957270205021 leaf_count=375 486 1765 239 internal_value=0 -8.34363e-05 0.000113453 internal_weight=0 252.832 150.414 internal_count=2865 2140 725 is_linear=0 shrinkage=0.000301884 Tree=1286 num_leaves=4 num_cat=0 split_feature=1 484 39 split_gain=30.3871 17.0876 14.9582 threshold=0.10100500000000003 -0.0048899999999999994 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011194399099197323 0.00011396916489477228 -0.00017069556225040244 0.00081460532952856918 leaf_weight=19.950857407413423 96.078043190762401 218.4447543816641 42.281611423939466 leaf_count=375 486 1765 239 internal_value=0 -0.000250177 0.000328161 internal_weight=0 238.396 138.36 internal_count=2865 2140 725 is_linear=0 shrinkage=0.000981718 Tree=1287 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=41.1497 28.305 15.6835 threshold=0.10100500000000003 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013834098511812274 0.00025150314859425374 -0.00012838979380625258 4.6667328151312674e-05 leaf_weight=43.776849400252104 51.448252893984318 210.68903704918921 100.7847660779953 leaf_count=171 282 1969 443 internal_value=0 -8.2496e-05 0.000115916 internal_weight=0 254.466 152.233 internal_count=2865 2140 725 is_linear=0 shrinkage=0.000301884 Tree=1288 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=35.7349 32.0838 21.0741 threshold=0.10100500000000003 -0.11327499999999999 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016393984533245284 0.00018215854230299418 -0.00011398565373784252 -9.7512016984501761e-05 leaf_weight=48.390073355287313 123.59091511368752 211.2299454472959 32.189029775559902 leaf_count=181 549 1939 182 internal_value=0 -6.21754e-05 0.000124365 internal_weight=0 259.62 155.78 internal_count=2851 2120 731 is_linear=0 shrinkage=0.000307922 Tree=1289 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=34.2935 30.8051 22.3741 threshold=0.10100500000000003 -0.4706749999999999 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040529950660872418 0.00017435227276139871 -8.1484967289249601e-05 -0.00010063916289912851 leaf_weight=11.919891394674776 123.40350459516048 246.65328729152679 32.792444232851267 leaf_count=21 549 2099 182 internal_value=0 -5.90166e-05 0.000116614 internal_weight=0 258.573 156.196 internal_count=2851 2120 731 is_linear=0 shrinkage=0.000295965 Tree=1290 num_leaves=4 num_cat=0 split_feature=1 13 16 split_gain=35.933 31.4006 22.51 threshold=0.10100500000000003 -0.4706749999999999 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042192588582568111 0.00018161215249061057 -8.8240892149472593e-05 -0.00010440849698876165 leaf_weight=11.972582302987574 124.34351358935237 248.41438561491668 33.001901395618916 leaf_count=21 549 2099 182 internal_value=0 -6.47542e-05 0.000121616 internal_weight=0 260.387 157.345 internal_count=2851 2120 731 is_linear=0 shrinkage=0.000307922 Tree=1291 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=36.6062 29.9156 23.0157 threshold=0.10100500000000003 -0.11327499999999999 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016917580604831453 0.00020278534820607384 -0.00012747720940403396 -0.0001161286297196745 leaf_weight=48.275616645812988 124.29140762612224 210.73838700074703 33.111389271914959 leaf_count=181 549 1939 182 internal_value=0 -7.2178e-05 0.000135692 internal_weight=0 259.014 157.403 internal_count=2851 2120 731 is_linear=0 shrinkage=0.000339971 Tree=1292 num_leaves=4 num_cat=0 split_feature=15 4 472 split_gain=24.2403 29.5122 26.9008 threshold=0.079360000000000014 -0.032169999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001299749954647495 -0.00078589468928580886 0.0007215893086028989 0.00021976937151533835 leaf_weight=12.641748068854211 63.955629863776267 17.171491034328938 303.85030441265553 leaf_count=145 956 73 1684 internal_value=0 -0.000466724 0.000159 internal_weight=0 81.1271 316.492 internal_count=2858 1029 1829 is_linear=0 shrinkage=0.00102138 Tree=1293 num_leaves=4 num_cat=0 split_feature=133 472 43 split_gain=23.4412 23.991 0.102214 threshold=0.15701500000000004 -1.0000000180025095e-35 -0.047594999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012922175473957939 -0.0012056539958384131 0.00013227705948556581 -0.0010338591483649237 leaf_weight=12.744801874272524 8.6210558246821183 366.17048605252057 9.0387328993529064 leaf_count=147 124 2432 155 internal_value=0 8.43015e-05 -0.00111894 internal_weight=0 378.915 17.6598 internal_count=2858 2579 279 is_linear=0 shrinkage=0.00102138 Tree=1294 num_leaves=4 num_cat=0 split_feature=133 52 133 split_gain=22.8058 23.3269 0.10402 threshold=0.15701500000000004 -0.4290699999999999 0.51400500000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010359190205625245 -0.0012848082753226504 0.00016054044952560373 -0.0010605571339197936 leaf_weight=21.981349220499396 13.101711368188264 356.68186693824828 4.2226152438670388 leaf_count=266 205 2313 74 internal_value=0 9.10374e-05 -0.00123138 internal_weight=0 378.663 17.3243 internal_count=2858 2579 279 is_linear=0 shrinkage=0.00112769 Tree=1295 num_leaves=4 num_cat=0 split_feature=15 4 472 split_gain=22.9572 28.3511 25.1084 threshold=0.079360000000000014 0.14953500000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012893178824571088 -0.00069073723502618306 0.0011312971353814223 0.00021105036899736208 leaf_weight=12.081437333486972 69.931561412289739 10.191813625395296 303.10106802824885 leaf_count=145 993 36 1684 internal_value=0 -0.000458757 0.000153464 internal_weight=0 80.1234 315.183 internal_count=2858 1029 1829 is_linear=0 shrinkage=0.00102138 Tree=1296 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=34.0096 36.1096 25.4047 threshold=0.091835000000000014 -0.060094999999999989 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016633209984986619 0.00015323664783011785 0.00013321507448632426 -0.00010845720495780561 leaf_weight=157.67716632783413 151.35223041661084 53.038401789963245 48.245778173208237 leaf_count=1671 727 198 232 internal_value=0 -9.0929e-05 8.99771e-05 internal_weight=0 210.716 199.598 internal_count=2828 1869 959 is_linear=0 shrinkage=0.00031408 Tree=1297 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=25.9607 33.4281 threshold=0.089245000000000005 -0.047784999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027892287604294714 0.00081486753439707102 -0.00032979542560353855 leaf_weight=138.07906112261117 32.087277006357908 211.63602942880243 leaf_count=822 123 1883 internal_value=0 -8.94512e-05 internal_weight=0 349.715 internal_count=2828 2705 is_linear=0 shrinkage=0.000962469 Tree=1298 num_leaves=4 num_cat=0 split_feature=160 147 1 split_gain=25.1796 22.3731 0.680818 threshold=-0.40187499999999993 0.089245000000000005 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012339931787528936 -4.0794916458607851e-05 0.00091162850684437045 -0.0017505301510141356 leaf_weight=10.623848314397035 334.41633296106011 31.705917600542307 4.4259078018367282 leaf_count=193 2481 122 32 internal_value=0 4.17275e-05 -0.00138792 internal_weight=0 366.122 15.0498 internal_count=2828 2603 225 is_linear=0 shrinkage=0.0010839 Tree=1299 num_leaves=4 num_cat=0 split_feature=160 15 1 split_gain=24.5122 22.1682 0.640985 threshold=-0.40187499999999993 -0.24436499999999997 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011830589579471527 0.00085794934420683458 -4.1081090582828702e-05 -0.001669251623498612 leaf_weight=10.414455552585421 32.670080032199621 333.15112356841564 4.3619940094649783 leaf_count=193 215 2388 32 internal_value=0 3.92484e-05 -0.00132855 internal_weight=0 365.821 14.7764 internal_count=2828 2603 225 is_linear=0 shrinkage=0.00104181 Tree=1300 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=30.0604 41.0703 27.8898 threshold=0.09450500000000002 -0.10891999999999999 0.079335000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018048182906687624 1.2906947692283664e-05 -0.00016272259241605918 0.00030393664124497664 leaf_weight=51.684965273365378 133.72089336998761 182.71965183597058 53.181956551969051 leaf_count=204 683 1804 197 internal_value=0 -8.70393e-05 9.57401e-05 internal_weight=0 234.405 186.903 internal_count=2888 2008 880 is_linear=0 shrinkage=0.000339971 Tree=1301 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=30.8218 26.4043 7.95061 threshold=0.28937500000000005 0.014805 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010020291219272077 0.00012104693225609024 8.0666289788476652e-05 0.00035909747019107104 leaf_weight=241.11028079502285 44.656996391713619 118.85565994493663 20.060023605823517 leaf_count=2051 237 523 77 internal_value=0 -4.04813e-05 0.000194918 internal_weight=0 359.966 64.717 internal_count=2888 2574 314 is_linear=0 shrinkage=0.00031408 Tree=1302 num_leaves=4 num_cat=0 split_feature=4 41 160 split_gain=21.2962 22.9099 0.275306 threshold=0.50666500000000003 0.087145000000000014 -0.013439999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0954383871265663e-05 0.0010390928061518 -0.0012222488632564977 0.00081249219102026574 leaf_weight=356.99911693483591 10.188687689602377 15.318895619362591 10.930912669748066 leaf_count=2645 74 87 82 internal_value=0 -7.04414e-05 0.00092265 internal_weight=0 372.318 21.1196 internal_count=2888 2732 156 is_linear=0 shrinkage=0.000962469 Tree=1303 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=31.946 41.4952 27.593 threshold=0.09450500000000002 -0.10891999999999999 0.079335000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015064946098481986 1.4181324628027928e-05 -0.00013726393492750392 0.00025570052594022771 leaf_weight=51.896456690505147 133.90339547395706 184.38463996443897 53.587256036698818 leaf_count=204 683 1804 197 internal_value=0 -7.402e-05 8.32296e-05 internal_weight=0 236.281 187.491 internal_count=2888 2008 880 is_linear=0 shrinkage=0.000284472 Tree=1304 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=41.7226 23.3904 19.956 threshold=0.10459000000000002 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013677148749778126 0.00015828791581251161 0.00036634137297363294 -0.00018645044022766197 leaf_weight=276.22807368636131 111.37379441037774 10.214630760252474 21.352777540683746 leaf_count=2171 575 26 81 internal_value=0 -0.000118807 0.000102808 internal_weight=0 286.443 132.727 internal_count=2853 2197 656 is_linear=0 shrinkage=0.000326769 Tree=1305 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=29.0716 31.8906 29.7732 threshold=1.0000000180025095e-35 0.079360000000000014 -0.035274999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073326071426104236 0.00033251371940936432 -0.00071540393391169774 0.00048635969456998427 leaf_weight=95.95017639733851 220.84101983346045 38.492970948107541 29.550591446459293 leaf_count=1355 1051 365 82 internal_value=0 0.00017693 -0.000446057 internal_weight=0 259.334 125.501 internal_count=2853 1416 1437 is_linear=0 shrinkage=0.00106264 Tree=1306 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=27.9875 31.7916 28.7636 threshold=1.0000000180025095e-35 -0.40145499999999995 -0.035274999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069669611877570727 -0.0010127018875521986 0.00027530316706603339 0.00045750078806447886 leaf_weight=94.899584997445345 21.81536965072155 236.91361444722861 29.518299482762814 leaf_count=1355 139 1277 82 internal_value=0 0.000166635 -0.000422833 internal_weight=0 258.729 124.418 internal_count=2853 1416 1437 is_linear=0 shrinkage=0.00102138 Tree=1307 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=26.9392 30.5604 27.7867 threshold=1.0000000180025095e-35 0.079360000000000014 -0.035274999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062371764780163686 0.00028087146190223654 -0.00061323527036920831 0.00040553418717889135 leaf_weight=93.869009030982852 219.8171618655324 38.416852259077132 29.485917393118143 leaf_count=1355 1051 365 82 internal_value=0 0.000147822 -0.000377668 internal_weight=0 258.234 123.355 internal_count=2853 1416 1437 is_linear=0 shrinkage=0.000925095 Tree=1308 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=27.0837 23.3955 16.9778 threshold=0.10437000000000002 0.082870000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5239988830528609e-05 0.00020599040342840291 0.00016703541651993264 -5.3705987938777256e-05 leaf_weight=229.13884542323649 95.815693434327841 45.224825099110603 39.480343241244555 leaf_count=2060 464 166 175 internal_value=0 -5.19991e-05 0.000130212 internal_weight=0 274.364 135.296 internal_count=2865 2226 639 is_linear=0 shrinkage=0.000333305 Tree=1309 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=23.2144 21.6546 2.02812 threshold=-0.23438999999999996 0.0047850000000000011 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00055509645056581159 -0.00016057078920387458 0.00047839300105884135 0.0010538639281127589 leaf_weight=14.444180201739075 286.46731878165156 62.200510676950216 17.437930628657341 leaf_count=77 2412 308 68 internal_value=0 -4.6563e-05 0.000828365 internal_weight=0 348.668 31.8821 internal_count=2865 2720 145 is_linear=0 shrinkage=0.000981718 Tree=1310 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=28.9538 24.8226 18.1482 threshold=0.10437000000000002 -0.10072999999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012501622702216632 0.00019993811560089635 -0.00010207106136008348 -5.5387222324078842e-05 leaf_weight=61.167380074039102 95.900799926370382 212.02582407463342 38.467910446226597 leaf_count=279 464 1947 175 internal_value=0 -5.12215e-05 0.000126845 internal_weight=0 273.193 134.369 internal_count=2865 2226 639 is_linear=0 shrinkage=0.00031408 Tree=1311 num_leaves=4 num_cat=0 split_feature=13 457 0 split_gain=22.4688 21.521 1.97941 threshold=-0.23438999999999996 0.072090000000000015 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005590852712730321 -0.00015620031799469248 0.00051835422217616424 0.0010639158324569624 leaf_weight=14.345269050449135 291.88133886363357 56.604968454688787 17.242327101528645 leaf_count=77 2490 230 68 internal_value=0 -4.66094e-05 0.000835127 internal_weight=0 348.486 31.5876 internal_count=2865 2720 145 is_linear=0 shrinkage=0.00100135 Tree=1312 num_leaves=4 num_cat=0 split_feature=1213 453 13 split_gain=25.6331 26.0252 2.06088 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.094319999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042962096372487803 7.2717339158166573e-05 -0.0017724479838035841 -0.0012708367623887593 leaf_weight=4.3142861332744387 342.16143237613142 9.5864757075905782 21.045041152276099 leaf_count=48 2366 65 389 internal_value=0 2.23361e-05 -0.00112815 internal_weight=0 351.748 25.3593 internal_count=2868 2431 437 is_linear=0 shrinkage=0.00110557 Tree=1313 num_leaves=4 num_cat=0 split_feature=1 15 457 split_gain=32.3073 32.234 27.2241 threshold=0.085880000000000026 -0.038029999999999987 0.069705000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034123076959761565 7.7654886482693284e-06 -3.0793453833791248e-05 0.00028006840232046429 leaf_weight=49.108364646323025 196.38512810692191 113.96812536660582 46.609976209700108 leaf_count=567 1097 1048 156 internal_value=0 -0.000124307 6.0015e-05 internal_weight=0 163.076 242.995 internal_count=2868 1615 1253 is_linear=0 shrinkage=0.000320362 Tree=1314 num_leaves=4 num_cat=0 split_feature=1 15 150 split_gain=32.3198 32.4286 27.2782 threshold=0.085880000000000026 -0.038029999999999987 0.075065000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031443051079985877 -8.9514605013244826e-06 -2.6946030176126659e-05 0.00020588703249099907 leaf_weight=49.22657123580575 170.43341032229364 113.79579391889274 74.33441523462534 leaf_count=567 981 1048 272 internal_value=0 -0.000113782 5.63046e-05 internal_weight=0 163.022 244.768 internal_count=2868 1615 1253 is_linear=0 shrinkage=0.000295965 Tree=1315 num_leaves=4 num_cat=0 split_feature=1 150 0 split_gain=31.4622 29.2138 29.0916 threshold=0.085880000000000026 0.075065000000000007 -0.035274999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019406764932688238 -1.5389955253998442e-05 0.00022083089235097207 0.00011890504217076058 leaf_weight=125.83154449146241 169.12232480570674 74.329751580953598 38.17382525652647 leaf_count=1494 981 272 121 internal_value=0 5.67436e-05 -0.000121215 internal_weight=0 243.452 164.005 internal_count=2868 1253 1615 is_linear=0 shrinkage=0.00031408 Tree=1316 num_leaves=4 num_cat=0 split_feature=123 1 43 split_gain=32.2804 23.7956 8.19379 threshold=1.0000000180025095e-35 0.13612500000000002 -0.054204999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.594179832093972e-05 0.00027814648017344024 0.00022927185579389839 3.3789968985185071e-06 leaf_weight=331.97554971370846 41.473512470722198 28.059222042560577 13.684919897466896 leaf_count=2534 186 132 71 internal_value=0 -4.29235e-05 0.000210001 internal_weight=0 360.035 55.1584 internal_count=2923 2666 257 is_linear=0 shrinkage=0.000307922 Tree=1317 num_leaves=4 num_cat=0 split_feature=123 130 43 split_gain=22.6769 20.4344 8.83216 threshold=1.0000000180025095e-35 -0.068249999999999991 -0.053299999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071742584886249315 0.00086839748991480818 -0.00020304239712589143 -0.00013213016076175284 leaf_weight=27.358266096562147 36.491244457662106 310.74735505320132 12.300434511154888 leaf_count=138 187 2528 70 internal_value=0 -0.000128525 0.00061621 internal_weight=0 338.106 48.7917 internal_count=2923 2666 257 is_linear=0 shrinkage=0.00102138 Tree=1318 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=28.8461 24.0036 8.05489 threshold=1.0000000180025095e-35 0.13612500000000002 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5237382450362367e-05 7.7105664939533869e-05 0.00023495750411933026 0.00032121371295360456 leaf_weight=331.79771229531616 25.344661109149456 28.51647837460041 28.157100103795528 leaf_count=2534 126 132 131 internal_value=0 -4.14678e-05 0.000205644 internal_weight=0 360.314 53.5018 internal_count=2923 2666 257 is_linear=0 shrinkage=0.00031408 Tree=1319 num_leaves=4 num_cat=0 split_feature=123 1 133 split_gain=29.287 24.0018 7.92177 threshold=1.0000000180025095e-35 0.13612500000000002 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3748946789471639e-05 8.0901474800205856e-05 0.00023606421314433443 0.00032214481989682655 leaf_weight=331.84054422564805 25.459380686283112 28.592731807380915 28.433063346892595 leaf_count=2534 126 132 131 internal_value=0 -3.99539e-05 0.000208248 internal_weight=0 360.433 53.8924 internal_count=2923 2666 257 is_linear=0 shrinkage=0.00031408 Tree=1320 num_leaves=3 num_cat=0 split_feature=51 457 split_gain=24.37 22.6016 threshold=-0.40775499999999992 0.069705000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018322857306070585 -9.8711015380076956e-05 0.00072748750894886425 leaf_weight=10.711236840113996 307.01695458963513 58.75962557643652 leaf_count=109 2478 239 internal_value=0 3.40434e-05 internal_weight=0 365.777 internal_count=2826 2717 is_linear=0 shrinkage=0.00122064 Tree=1321 num_leaves=4 num_cat=0 split_feature=123 457 133 split_gain=26.0213 26.5265 6.55406 threshold=1.0000000180025095e-35 0.081330000000000013 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5377668740353845e-05 9.9828927366130469e-05 0.00016902448467051055 0.00031731918535237498 leaf_weight=305.59657160751522 27.736523140221834 51.37941825017333 23.201916236430407 leaf_count=2405 129 185 107 internal_value=0 -3.1633e-05 0.000198975 internal_weight=0 356.976 50.9384 internal_count=2826 2590 236 is_linear=0 shrinkage=0.000301884 Tree=1322 num_leaves=4 num_cat=0 split_feature=123 457 133 split_gain=27.0333 29.1431 6.26693 threshold=1.0000000180025095e-35 0.081330000000000013 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9492411529986227e-05 0.00010443120852610164 0.00017655193529489952 0.00031715527316546611 leaf_weight=305.40661222301424 27.884273577481508 51.212676677852869 23.082682859152555 leaf_count=2405 129 185 107 internal_value=0 -3.41514e-05 0.000200856 internal_weight=0 356.619 50.967 internal_count=2826 2590 236 is_linear=0 shrinkage=0.000301884 Tree=1323 num_leaves=4 num_cat=0 split_feature=123 457 133 split_gain=25.9562 28.3995 6.52122 threshold=1.0000000180025095e-35 0.081330000000000013 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.143235032074594e-05 0.00010313943610981218 0.00018173077927082821 0.00033068927142467696 leaf_weight=302.60069163423032 27.373434215784073 51.072173807770014 22.769287925213575 leaf_count=2405 129 185 107 internal_value=0 -3.48665e-05 0.000206554 internal_weight=0 353.673 50.1427 internal_count=2826 2590 236 is_linear=0 shrinkage=0.00031408 Tree=1324 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=30.1854 28.5301 21.4153 threshold=0.10100500000000003 -0.11327499999999999 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001631149740051586 -0.00024563215221929551 -9.9282804720276149e-05 0.00016417764033495566 leaf_weight=50.751762673258781 13.804406948387621 209.72609311714768 139.91331003978848 leaf_count=199 103 1926 616 internal_value=0 -4.81488e-05 0.000127349 internal_weight=0 260.478 153.718 internal_count=2844 2125 719 is_linear=0 shrinkage=0.00031408 Tree=1325 num_leaves=4 num_cat=0 split_feature=158 42 15 split_gain=22.2774 23.6028 1.07138 threshold=0.10858500000000001 -1.0000000180025095e-35 -0.068469999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040929545044263697 -0.00089495542117867853 0.00021574762395210848 -0.0014745624139924324 leaf_weight=68.698817001655698 5.4647943135350943 301.56126350816339 6.7945474013686162 leaf_count=757 50 1947 90 internal_value=0 9.97607e-05 -0.00121799 internal_weight=0 370.26 12.2593 internal_count=2844 2704 140 is_linear=0 shrinkage=0.000962469 Tree=1326 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=28.217 29.0877 20.8974 threshold=0.10100500000000003 -0.11327499999999999 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016411748881183151 -0.00024035467445526992 -9.625942925992207e-05 0.00015745143602353346 leaf_weight=50.537650614976883 13.745508704334496 208.23796603363007 138.75704925134778 leaf_count=199 103 1926 616 internal_value=0 -4.54007e-05 0.00012157 internal_weight=0 258.776 152.503 internal_count=2844 2125 719 is_linear=0 shrinkage=0.000307922 Tree=1327 num_leaves=4 num_cat=0 split_feature=158 42 15 split_gain=21.5749 22.64 1.09006 threshold=0.10858500000000001 -1.0000000180025095e-35 -0.068469999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040154451815440923 -0.00088097940774477766 0.00021088262440502082 -0.0014684152473340528 leaf_weight=68.607325489632785 5.4350425656884909 301.91845964640379 6.6810773229226452 leaf_count=757 50 1947 90 internal_value=0 9.74695e-05 -0.0012067 internal_weight=0 370.526 12.1161 internal_count=2844 2704 140 is_linear=0 shrinkage=0.000962469 Tree=1328 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=22.9475 25.8423 23.7113 threshold=0.10100500000000003 0.087850000000000025 -0.15426499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044025635728004304 0.00063093853333137033 -0.00050342153852106204 -0.00043477189844304243 leaf_weight=52.119741696864367 103.05710361525416 35.78310164809227 191.31785981263965 leaf_count=181 537 175 1992 internal_value=0 0.000338552 -0.000247409 internal_weight=0 138.84 243.438 internal_count=2885 712 2173 is_linear=0 shrinkage=0.00115024 Tree=1329 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=22.4674 21.277 4.81555 threshold=0.12856000000000004 0.11926500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5335424720103891e-05 0.0011071631373769748 -0.0016812687460703883 0.00037371927042562536 leaf_weight=330.67291725054383 18.900331683456898 9.5670837238430959 21.770407553762197 leaf_count=2586 148 60 91 internal_value=0 -0.000120584 0.000714922 internal_weight=0 340.24 40.6707 internal_count=2885 2646 239 is_linear=0 shrinkage=0.00106264 Tree=1330 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=33.4062 27.3655 22.6204 threshold=0.10100500000000003 0.087850000000000025 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011226459144904738 0.00018583560998871999 -0.00012321205497756629 0.00017406108604202489 leaf_weight=226.82489762920886 112.69468841701746 37.70860181748867 30.912137299776077 leaf_count=2088 537 175 85 internal_value=0 0.000108346 -7.79133e-05 internal_weight=0 150.403 257.737 internal_count=2885 712 2173 is_linear=0 shrinkage=0.00031408 Tree=1331 num_leaves=4 num_cat=0 split_feature=1 47 4 split_gain=33.4504 27.234 24.7864 threshold=0.10100500000000003 0.087850000000000025 -0.15426499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011493673240735999 0.00018840942456059231 -0.00012496403568350279 -0.00012944054178558152 leaf_weight=53.658689193427563 114.00605037808418 37.915133681148291 206.36534763127565 leaf_count=181 537 175 1992 internal_value=0 0.000110195 -7.9006e-05 internal_weight=0 151.921 260.024 internal_count=2885 712 2173 is_linear=0 shrinkage=0.000320362 Tree=1332 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=39.6284 30.1632 17.5037 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015010456525703909 0.00017829136492766715 -0.00011628190070568084 -4.8645947907604459e-05 leaf_weight=45.644094783812761 120.05295696109533 201.70676423050463 39.577372148633003 leaf_count=173 554 1903 180 internal_value=0 -6.71173e-05 0.000122027 internal_weight=0 247.351 159.63 internal_count=2810 2076 734 is_linear=0 shrinkage=0.000295965 Tree=1333 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=37.7787 31.6014 16.9093 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017487419486858437 0.00019452355337778139 -0.00012661237574635031 -5.1131017815495819e-05 leaf_weight=45.484052252024412 119.37334201857448 201.60887368675321 39.915934342890978 leaf_count=173 554 1903 180 internal_value=0 -7.11065e-05 0.000132967 internal_weight=0 247.093 159.289 internal_count=2810 2076 734 is_linear=0 shrinkage=0.000326769 Tree=1334 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=38.6993 32.5812 17.6038 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015903665840990192 0.00017661725020653312 -0.00011644259839558186 -4.9313030010171011e-05 leaf_weight=46.063963834196329 120.82466566562653 204.48140140995383 40.268456425517797 leaf_count=173 554 1903 180 internal_value=0 -6.57862e-05 0.000120142 internal_weight=0 250.545 161.093 internal_count=2810 2076 734 is_linear=0 shrinkage=0.000295965 Tree=1335 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=40.8254 32.0218 16.3007 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018079861226732473 0.00020475803688809756 -0.00013342642928481982 -4.366919859743184e-05 leaf_weight=45.889285456389189 122.43163441866636 204.28587835468352 40.6577008664608 leaf_count=173 554 1903 180 internal_value=0 -7.57792e-05 0.000142828 internal_weight=0 250.175 163.089 internal_count=2810 2076 734 is_linear=0 shrinkage=0.000339971 Tree=1336 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=38.401 26.216 25.1016 threshold=0.10100500000000003 -0.11516999999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013142964148127711 4.4358330097831262e-05 -0.00011665430754447464 0.00031372396812819948 leaf_weight=50.048476219177246 110.72218061983585 208.92082925606519 46.596100006252527 leaf_count=199 499 1941 237 internal_value=0 -6.87034e-05 0.00012417 internal_weight=0 258.969 157.318 internal_count=2876 2140 736 is_linear=0 shrinkage=0.000307922 Tree=1337 num_leaves=4 num_cat=0 split_feature=39 13 12 split_gain=28.8858 33.2569 14.0237 threshold=0.0047850000000000011 -0.10023999999999998 -0.095479999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017658864553830585 -6.3728925075702412e-05 -7.752122865777245e-05 0.00024925636602088857 leaf_weight=59.059908324852586 17.679804220795631 281.59190090000629 58.328005094081163 leaf_count=257 84 2277 258 internal_value=0 -3.34579e-05 0.000176457 internal_weight=0 340.652 76.0078 internal_count=2876 2534 342 is_linear=0 shrinkage=0.000307922 Tree=1338 num_leaves=4 num_cat=0 split_feature=1 39 42 split_gain=35.189 25.0497 24.5642 threshold=0.10100500000000003 0.0095750000000000019 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6371046239513051e-05 3.8970609420902937e-05 0.00030612746065964878 -0.00029071231204461312 leaf_weight=218.4616624424234 108.98571246489882 45.256894860416651 37.524662850424647 leaf_count=1724 499 237 416 internal_value=0 0.000117386 -6.51392e-05 internal_weight=0 154.243 255.986 internal_count=2876 736 2140 is_linear=0 shrinkage=0.000301884 Tree=1339 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=25.6562 22.7162 5.95318 threshold=0.12700000000000003 0.13342000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6931802377788711e-05 0.001389814257607703 -0.0020745863871628749 0.00047749174404766579 leaf_weight=331.94858318567276 20.868803486227989 8.7727594692260009 23.69709587469697 leaf_count=2575 158 45 98 internal_value=0 -9.92524e-05 0.000905116 internal_weight=0 340.721 44.5659 internal_count=2876 2620 256 is_linear=0 shrinkage=0.00124506 Tree=1340 num_leaves=4 num_cat=0 split_feature=123 130 43 split_gain=25.3931 27.4981 7.54393 threshold=1.0000000180025095e-35 -0.076549999999999993 -0.054204999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093738303755970726 0.0009651589363128914 -0.00020505127428791553 3.6918856388018803e-05 leaf_weight=25.777532931417227 35.121773310005665 306.0380348097533 13.75941866263747 leaf_count=121 171 2463 70 internal_value=0 -0.000116251 0.000703988 internal_weight=0 331.816 48.8812 internal_count=2825 2584 241 is_linear=0 shrinkage=0.00106264 Tree=1341 num_leaves=4 num_cat=0 split_feature=123 130 43 split_gain=24.5023 26.3474 7.40753 threshold=1.0000000180025095e-35 -0.076549999999999993 -0.054204999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093775300335130669 0.00097714516646945455 -0.00020461753950605567 3.6826511232190929e-05 leaf_weight=25.694535717368126 34.597197279334068 305.80724309012294 13.754712276160715 leaf_count=121 171 2463 70 internal_value=0 -0.000116024 0.000709772 internal_weight=0 331.502 48.3519 internal_count=2825 2584 241 is_linear=0 shrinkage=0.0010839 Tree=1342 num_leaves=4 num_cat=0 split_feature=155 2 15 split_gain=23.8966 25.6715 0.717516 threshold=0.088505000000000014 0.088260000000000019 -0.0039399999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027429203997808408 -0.00092778759363481536 0.00024896049015200964 -0.0013432120709935401 leaf_weight=143.90927453152835 7.2979016164317754 219.02192820236087 8.8003539070487005 leaf_count=1324 104 1326 71 internal_value=0 4.14772e-05 -0.00115621 internal_weight=0 362.931 16.0983 internal_count=2825 2650 175 is_linear=0 shrinkage=0.000962469 Tree=1343 num_leaves=4 num_cat=0 split_feature=123 1456 43 split_gain=30.4508 25.7205 7.47859 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.051009999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8681007767083769e-05 0.00031633193164199374 -0.00044753183414513972 2.7345060300703775e-05 leaf_weight=333.05854457989335 38.271513614803553 16.969539972022176 14.189491044729946 leaf_count=2347 174 237 67 internal_value=0 -3.94952e-05 0.000238206 internal_weight=0 350.028 52.461 internal_count=2825 2584 241 is_linear=0 shrinkage=0.000339971 Tree=1344 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=25.162 34.2934 threshold=-0.4945199999999999 -0.024229999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0010482545489028112 -7.1301265590666471e-05 0.00078302085439107552 leaf_weight=21.752919726073742 306.19374651089311 55.66090315580368 leaf_count=131 2526 207 internal_value=0 6.01459e-05 internal_weight=0 361.855 internal_count=2864 2733 is_linear=0 shrinkage=0.00100135 Tree=1345 num_leaves=4 num_cat=0 split_feature=13 160 0 split_gain=24.2926 22.2273 1.17281 threshold=-0.23438999999999996 -0.40187499999999993 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00062051146825047141 -0.0013310834191237447 -2.8893653942559459e-05 0.0010141774693038209 leaf_weight=14.767186433076857 14.83990100584924 334.50138128641993 18.907829903066158 leaf_count=79 225 2487 73 internal_value=0 -8.428e-05 0.000841996 internal_weight=0 349.341 33.675 internal_count=2864 2712 152 is_linear=0 shrinkage=0.00104181 Tree=1346 num_leaves=4 num_cat=0 split_feature=1 39 15 split_gain=26.9354 29.5754 22.0684 threshold=0.089075000000000015 0.0095750000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021367181935057054 3.2306691408455813e-06 0.00027205562295929374 8.5726730195209716e-06 leaf_weight=85.154119941405952 156.04542413167655 60.678079571574926 108.45568818040192 leaf_count=807 822 268 967 internal_value=0 7.85134e-05 -8.91871e-05 internal_weight=0 216.724 193.61 internal_count=2864 1090 1774 is_linear=0 shrinkage=0.000326769 Tree=1347 num_leaves=4 num_cat=0 split_feature=13 39 2 split_gain=23.5174 21.7361 1.38805 threshold=-0.23438999999999996 0.0047850000000000011 0.11401500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00096326876576558428 -0.00019159130110432674 0.00042327517718878185 0.00056930063071676561 leaf_weight=16.882262729108334 283.9480504123494 65.535113107413054 16.51152778416872 leaf_count=56 2405 307 96 internal_value=0 -7.62747e-05 0.000768908 internal_weight=0 349.483 33.3938 internal_count=2864 2712 152 is_linear=0 shrinkage=0.000962469 Tree=1348 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=30.8558 31.6787 18.9246 threshold=0.10100500000000003 -0.11327499999999999 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015929410947163947 0.0001613429546090846 -0.00011379512936038527 -0.00013805920980886565 leaf_weight=50.067653235048056 128.61017129942775 205.60845849383622 23.690884586423635 leaf_count=194 621 1935 104 internal_value=0 -6.03097e-05 0.000114759 internal_weight=0 255.676 152.301 internal_count=2854 2129 725 is_linear=0 shrinkage=0.000307922 Tree=1349 num_leaves=4 num_cat=0 split_feature=123 1456 1 split_gain=24.3023 20.721 5.85361 threshold=1.0000000180025095e-35 0.075285000000000005 0.093190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3468540958711849e-05 0.00011721099213269609 -0.0012469483109784428 0.00090619717944158754 leaf_weight=324.03115429822356 12.492245629429815 13.894855611957608 33.052650392055511 leaf_count=2414 36 198 206 internal_value=0 -7.38432e-05 0.000689931 internal_weight=0 337.926 45.5449 internal_count=2854 2612 242 is_linear=0 shrinkage=0.000981718 Tree=1350 num_leaves=4 num_cat=0 split_feature=123 1 1 split_gain=31.5778 22.7946 5.25978 threshold=1.0000000180025095e-35 0.10437000000000002 0.093720000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9921733604211377e-05 6.8284358108204059e-05 8.610705762980324e-05 0.00029238632978931701 leaf_weight=245.29172228649259 13.565198116004465 115.2193953320384 37.182385213673115 leaf_count=2122 38 490 204 internal_value=0 -2.68572e-05 0.00023253 internal_weight=0 360.511 50.7476 internal_count=2854 2612 242 is_linear=0 shrinkage=0.000307922 Tree=1351 num_leaves=4 num_cat=0 split_feature=123 1456 1 split_gain=23.6329 20.1527 5.79227 threshold=1.0000000180025095e-35 0.075285000000000005 0.093190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3630595094780669e-05 0.00011798856246557891 -0.0012624639441859951 0.00092010597939943531 leaf_weight=324.40262300148606 12.493573009967802 13.704793212004004 32.57348470389843 leaf_count=2414 36 198 206 internal_value=0 -7.39137e-05 0.000697886 internal_weight=0 338.107 45.0671 internal_count=2854 2612 242 is_linear=0 shrinkage=0.00100135 Tree=1352 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=32.4347 31.2551 7.41429 threshold=0.28937500000000005 0.08184000000000001 -0.19894999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6479796053507018e-06 3.5295149481231199e-05 -0.00042705467450970884 0.0003052098670679157 leaf_weight=336.45377295278013 13.721981674432753 18.209888644516468 43.786530006676912 leaf_count=2427 54 121 243 internal_value=0 -1.84879e-05 0.000240839 internal_weight=0 354.664 57.5085 internal_count=2845 2548 297 is_linear=0 shrinkage=0.000320362 Tree=1353 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=34.3965 29.7667 8.31104 threshold=0.28937500000000005 0.08184000000000001 -0.19894999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9360362409375746e-05 -7.2491757356198398e-06 -0.00048040377722936736 0.00031843434443787084 leaf_weight=343.71414742991328 12.415467016398905 19.423616111278534 39.049350749701262 leaf_count=2427 54 121 243 internal_value=0 -6.2975e-05 0.000239892 internal_weight=0 363.138 51.4648 internal_count=2845 2548 297 is_linear=0 shrinkage=0.00034677 Tree=1354 num_leaves=4 num_cat=0 split_feature=4 11 49 split_gain=23.508 31.6388 6.69868 threshold=0.27150500000000005 0.08184000000000001 0.0016050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0588993249806044e-05 0.00078565532581444141 -0.0012375839657223762 2.7665445099906449e-05 leaf_weight=310.27666367404163 43.046718280762434 17.78269674628973 12.988518532365559 leaf_count=2399 261 121 64 internal_value=0 -3.82213e-05 0.000610029 internal_weight=0 328.059 56.0352 internal_count=2845 2520 325 is_linear=0 shrinkage=0.000925095 Tree=1355 num_leaves=3 num_cat=0 split_feature=158 52 split_gain=21.5919 21.8438 threshold=0.11034000000000001 -0.53320999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011516517073537644 -0.0013453129066238433 0.00014694426251670833 leaf_weight=13.456664806231855 10.641959445551036 359.15558087266982 leaf_count=170 127 2548 internal_value=0 9.99897e-05 internal_weight=0 372.612 internal_count=2845 2718 is_linear=0 shrinkage=0.00100135 Tree=1356 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=22.3667 37.7109 20.9035 threshold=0.088035000000000016 -0.10106999999999998 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063562501350109956 -0.0011504971691910742 -0.00058530430816216943 0.00038057087056234714 leaf_weight=45.294980434700847 12.518453026190398 128.05448456481099 200.16915770992637 leaf_count=205 121 1506 1054 internal_value=0 -0.000266249 0.000290359 internal_weight=0 173.349 212.688 internal_count=2886 1711 1175 is_linear=0 shrinkage=0.00115024 Tree=1357 num_leaves=4 num_cat=0 split_feature=1 3 11 split_gain=21.6483 28.7222 13.6464 threshold=0.10100500000000003 -0.11327499999999999 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004879509852115931 0.00040116991209954774 -0.00028007564780407499 -0.00052072501545906262 leaf_weight=47.875113964080811 126.4301434122026 196.22272601537406 14.095136143267153 leaf_count=191 659 1958 78 internal_value=0 -0.000129416 0.000308643 internal_weight=0 244.098 140.525 internal_count=2886 2149 737 is_linear=0 shrinkage=0.000889172 Tree=1358 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=20.9577 35.4762 20.7389 threshold=0.088035000000000016 -0.077944999999999987 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055801165897839981 6.1142979249060751e-05 0.00034245039714289924 0.00075669817729786734 leaf_weight=106.91567382682115 158.31687428988516 65.251977844163775 52.987150855362415 leaf_count=1264 888 447 287 internal_value=0 -0.000216734 0.000235615 internal_weight=0 172.168 211.304 internal_count=2886 1711 1175 is_linear=0 shrinkage=0.000962469 Tree=1359 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=20.1704 41.5175 25.3977 threshold=1.0000000180025095e-35 -0.055124999999999993 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064514589517120004 0.00032011997790728689 0.00057097892965814548 -0.00057313892942237603 leaf_weight=90.777944250032306 217.03971090912819 38.52142801694572 35.708368157967925 leaf_count=1325 1058 142 361 internal_value=0 -0.000282802 0.000193886 internal_weight=0 129.299 252.748 internal_count=2886 1467 1419 is_linear=0 shrinkage=0.000981718 Tree=1360 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=23.4356 23.5324 22.5532 threshold=0.10100500000000003 0.084695000000000006 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034809860825329932 -0.00095222850078036071 0.0004370998019009174 0.0004631561088486374 leaf_weight=191.35183139517903 12.425012487918137 47.821993984282017 121.65361894667149 leaf_count=1963 102 144 608 internal_value=0 -0.000191078 0.000331876 internal_weight=0 239.174 134.079 internal_count=2817 2107 710 is_linear=0 shrinkage=0.00100135 Tree=1361 num_leaves=4 num_cat=0 split_feature=1 42 52 split_gain=22.506 23.0596 21.7314 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=-0.00070981923072032911 -0.00083587742087655654 -2.5701654886355573e-05 0.00040433617509999346 leaf_weight=49.013279813341796 12.28867733851075 189.54510465729982 120.97234982252121 leaf_count=669 102 1438 608 internal_value=0 -0.000166303 0.000289866 internal_weight=0 238.558 133.261 internal_count=2817 2107 710 is_linear=0 shrinkage=0.000889172 Tree=1362 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=22.2491 22.831 19.7479 threshold=0.080070000000000016 -0.094744999999999982 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00041532608881472227 0.00041578369283833605 -0.00045146590739311834 -0.00059291864417866961 leaf_weight=151.24677820503712 44.489263718947768 149.13534435071051 25.63987585157156 leaf_count=657 226 1820 114 internal_value=0 -0.000252176 0.000269132 internal_weight=0 193.625 176.887 internal_count=2817 2046 771 is_linear=0 shrinkage=0.00106264 Tree=1363 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=32.3477 23.7912 17.1672 threshold=0.10100500000000003 0.084695000000000006 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011622809687455049 -0.00018293690862732808 0.00012812833727763299 0.00015626740190732795 leaf_weight=204.03281289152801 16.618723429739475 48.665999203920364 127.7309661693871 leaf_count=1963 114 144 596 internal_value=0 -6.91626e-05 0.000117196 internal_weight=0 252.699 144.35 internal_count=2817 2107 710 is_linear=0 shrinkage=0.00031408 Tree=1364 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=28.5252 34.7111 9.34188 threshold=0.28937500000000005 -0.12877499999999997 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015161923732579731 0.00029901022947107761 -9.5542522941635498e-05 -1.3847035625062828e-05 leaf_weight=83.960729923099279 42.616769779473543 254.15296351816505 14.110263444483278 leaf_count=291 218 2241 90 internal_value=0 -3.4162e-05 0.000221212 internal_weight=0 338.114 56.727 internal_count=2840 2532 308 is_linear=0 shrinkage=0.000333305 Tree=1365 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=23.6265 39.1763 28.1513 threshold=-0.12877499999999997 -0.10600999999999998 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070957759123764096 0.00060957207771763328 -0.00040428107972756861 -0.00081414433465207053 leaf_weight=86.230551905930042 60.281843956559896 204.80428514815867 17.878860145807266 leaf_count=318 289 2155 78 internal_value=0 -0.000173699 0.000447805 internal_weight=0 265.086 104.109 internal_count=2840 2444 396 is_linear=0 shrinkage=0.00110557 Tree=1366 num_leaves=4 num_cat=0 split_feature=0 3 47 split_gain=22.6387 37.5064 26.9611 threshold=-0.12877499999999997 -0.10600999999999998 0.077735000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064361990201256089 0.00055117687547689151 -0.0003659327479279821 -0.00073185688150743727 leaf_weight=85.862236946821213 60.211157413199544 204.35277970321476 17.961900029331446 leaf_count=318 289 2155 78 internal_value=0 -0.000157186 0.000405567 internal_weight=0 264.564 103.824 internal_count=2840 2444 396 is_linear=0 shrinkage=0.00102138 Tree=1367 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=29.1211 32.7276 9.1622 threshold=0.28937500000000005 -0.12877499999999997 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013129814588710395 0.00027092219553192495 -8.657321435468011e-05 -9.0723098546343505e-06 leaf_weight=83.476732768118382 42.600204769521952 253.90536646358669 14.197650898247955 leaf_count=291 218 2241 90 internal_value=0 -3.2662e-05 0.000200953 internal_weight=0 337.382 56.7979 internal_count=2840 2532 308 is_linear=0 shrinkage=0.000301884 Tree=1368 num_leaves=4 num_cat=0 split_feature=123 50 1 split_gain=28.6853 28.5161 4.20671 threshold=1.0000000180025095e-35 0.10124500000000002 0.094090000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0361310489785107e-05 7.7399547397662567e-05 -0.00034893521521290059 0.00028689003978723371 leaf_weight=324.32120487187058 13.821583464741705 27.693427031859756 34.265206675976515 leaf_count=2310 38 333 200 internal_value=0 -3.70148e-05 0.000226731 internal_weight=0 352.015 48.0868 internal_count=2881 2643 238 is_linear=0 shrinkage=0.000320362 Tree=1369 num_leaves=4 num_cat=0 split_feature=123 50 43 split_gain=27.4245 29.5304 4.55278 threshold=1.0000000180025095e-35 0.10124500000000002 -0.06347499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0699797765247828e-06 0.00029211344590996925 -0.00036106607706540376 6.6336057035552791e-05 leaf_weight=320.14024996943772 34.120573107153177 27.458289465866983 13.252107899636028 leaf_count=2310 172 333 66 internal_value=0 -3.59729e-05 0.000229006 internal_weight=0 347.599 47.3727 internal_count=2881 2643 238 is_linear=0 shrinkage=0.000326769 Tree=1370 num_leaves=4 num_cat=0 split_feature=123 50 1 split_gain=22.6035 27.8806 5.27146 threshold=1.0000000180025095e-35 0.10124500000000002 0.092845000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2861162987264198e-05 9.1980881584566074e-05 -0.0011108511251004796 0.00087404624948890812 leaf_weight=303.5024546040222 11.897850856184958 25.590945570729673 31.609732769429684 leaf_count=2310 33 333 205 internal_value=0 -0.000107525 0.000660312 internal_weight=0 329.093 43.5076 internal_count=2881 2643 238 is_linear=0 shrinkage=0.00100135 Tree=1371 num_leaves=4 num_cat=0 split_feature=123 50 43 split_gain=29.2164 27.8218 4.33584 threshold=1.0000000180025095e-35 0.10124500000000002 -0.06347499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1857828994791045e-05 0.00027679217702498255 -0.00033455309227240068 7.0326805738016648e-05 leaf_weight=322.33382768463343 34.520483050495386 27.474522774107754 13.402321066707371 leaf_count=2310 172 333 66 internal_value=0 -3.72197e-05 0.000219102 internal_weight=0 349.808 47.9228 internal_count=2881 2643 238 is_linear=0 shrinkage=0.000307922 Tree=1372 num_leaves=4 num_cat=0 split_feature=52 1213 12 split_gain=28.2636 27.2036 0.091992 threshold=-0.41694999999999993 -1.0000000180025095e-35 0.083245000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013033089444868808 -0.00096980008360168346 0.0001586892283571925 -0.0011262817973198736 leaf_weight=5.3452807329595116 23.887443750165403 328.4753044238314 14.314472694881259 leaf_count=36 407 2165 233 internal_value=0 8.21381e-05 -0.00117563 internal_weight=0 352.363 19.6598 internal_count=2841 2572 269 is_linear=0 shrinkage=0.00102138 Tree=1373 num_leaves=4 num_cat=0 split_feature=52 1213 12 split_gain=27.5098 26.3244 0.0835946 threshold=-0.41694999999999993 -1.0000000180025095e-35 0.083245000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013216755410894203 -0.00098222511231382424 0.00015825842728039308 -0.0011462851280990231 leaf_weight=5.2569395229220417 23.521672434173524 328.42264648899436 14.027477796189485 leaf_count=36 407 2165 233 internal_value=0 8.19868e-05 -0.00119536 internal_weight=0 351.944 19.2844 internal_count=2841 2572 269 is_linear=0 shrinkage=0.00104181 Tree=1374 num_leaves=4 num_cat=0 split_feature=52 1213 12 split_gain=26.7786 25.4734 0.0758355 threshold=-0.41694999999999993 -1.0000000180025095e-35 0.083245000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015096132252802792 -0.0011202404122493137 0.00017773992081257723 -0.001313892019646618 leaf_weight=5.1693237982690361 23.163068406283855 328.37168752495199 13.745598680339752 leaf_count=36 407 2165 233 internal_value=0 9.21582e-05 -0.00136885 internal_weight=0 351.535 18.9149 internal_count=2841 2572 269 is_linear=0 shrinkage=0.00119671 Tree=1375 num_leaves=4 num_cat=0 split_feature=52 1213 3 split_gain=26.0692 24.6495 0.0574503 threshold=-0.41694999999999993 -1.0000000180025095e-35 -0.0028999999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011460157891834092 -0.00096823023382365439 0.00015128594431369191 -0.0013044614427258567 leaf_weight=13.779610903002323 22.811513293534517 328.3223674800247 4.7716302201151839 leaf_count=237 407 2165 32 internal_value=0 7.85076e-05 -0.00118807 internal_weight=0 351.134 18.5512 internal_count=2841 2572 269 is_linear=0 shrinkage=0.00104181 Tree=1376 num_leaves=4 num_cat=0 split_feature=376 1456 3 split_gain=25.2829 22.0753 2.55101 threshold=0.048375000000000008 0.075285000000000005 -0.010784999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8709127407109828e-05 0.0013372553987351045 -0.0016422724840075788 0.00065304192208409076 leaf_weight=326.5470178136602 17.379845097661022 12.592515797354279 14.27418242767453 leaf_count=2512 79 194 74 internal_value=0 -8.87111e-05 0.00102929 internal_weight=0 339.14 31.654 internal_count=2859 2706 153 is_linear=0 shrinkage=0.00119671 Tree=1377 num_leaves=4 num_cat=0 split_feature=376 1 3 split_gain=29.1686 23.8626 2.40892 threshold=0.048375000000000008 0.10384000000000002 -0.010784999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0329676604075131e-05 0.00035328392519120986 9.119537866582699e-05 0.00018604412333774828 leaf_weight=243.110659760423 18.993109334260225 119.23655865713954 15.515014011412857 leaf_count=2138 79 568 74 internal_value=0 -2.38846e-05 0.000278237 internal_weight=0 362.347 34.5081 internal_count=2859 2706 153 is_linear=0 shrinkage=0.00031408 Tree=1378 num_leaves=4 num_cat=0 split_feature=376 155 3 split_gain=24.5284 20.3826 2.54572 threshold=0.048375000000000008 0.083500000000000005 -0.010784999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8951883115921633e-05 0.0011136638455001787 -0.0011941294575525626 0.00053886988866096272 leaf_weight=323.83076552394778 17.105876125395302 15.488402945920823 14.19828177988529 leaf_count=2520 79 186 74 internal_value=0 -7.26577e-05 0.000853448 internal_weight=0 339.319 31.3042 internal_count=2859 2706 153 is_linear=0 shrinkage=0.00100135 Tree=1379 num_leaves=4 num_cat=0 split_feature=1 48 48 split_gain=30.3434 22.5395 18.5152 threshold=0.10100500000000003 0.092825000000000005 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7467457697959645e-05 0.00015372104533796407 0.00019949816044151898 -0.00016271585134798505 leaf_weight=219.6730044875294 129.59030240774155 27.219823012128472 20.258766293525696 leaf_count=1955 660 167 77 internal_value=0 -6.47142e-05 0.000110925 internal_weight=0 246.893 149.849 internal_count=2859 2122 737 is_linear=0 shrinkage=0.000307922 Tree=1380 num_leaves=4 num_cat=0 split_feature=1456 41 0 split_gain=33.1349 22.1427 0.282274 threshold=-1.0000000180025095e-35 0.087145000000000014 -0.14050999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041732367663728547 3.8055869408898214e-05 -0.00032679889880490078 -0.00033626126124109985 leaf_weight=5.6131645105779198 348.00765847973526 15.188012048602102 15.537529153749345 leaf_count=42 2436 85 241 internal_value=0 2.27821e-05 -0.000358131 internal_weight=0 363.196 21.1507 internal_count=2804 2521 283 is_linear=0 shrinkage=0.000295965 Tree=1381 num_leaves=4 num_cat=0 split_feature=1456 41 0 split_gain=30.0783 23.5258 0.258429 threshold=-1.0000000180025095e-35 0.087145000000000014 -0.14050999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014638628461770724 0.00013794581047678475 -0.0012158953710625405 -0.0011787047399263453 leaf_weight=5.2296252325177219 327.14245814830065 14.531582884490488 14.019238563254474 leaf_count=42 2436 85 241 internal_value=0 8.03015e-05 -0.00125755 internal_weight=0 341.674 19.2489 internal_count=2804 2521 283 is_linear=0 shrinkage=0.00104181 Tree=1382 num_leaves=4 num_cat=0 split_feature=484 16 3 split_gain=26.252 20.7423 10.3157 threshold=-1.0000000180025095e-35 0.26746000000000009 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032551293669974112 5.5095688785232965e-05 -0.00019441880137940375 4.3091409561399299e-05 leaf_weight=29.659638741053641 311.53535945247859 35.135523879900575 9.4986221417784673 leaf_count=428 2060 286 30 internal_value=0 2.97978e-05 -0.000236123 internal_weight=0 346.671 39.1583 internal_count=2804 2346 458 is_linear=0 shrinkage=0.000307922 Tree=1383 num_leaves=4 num_cat=0 split_feature=1456 41 0 split_gain=29.2914 22.5122 0.249157 threshold=-1.0000000180025095e-35 0.087145000000000014 -0.14050999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012428811212838343 0.00011505756056629428 -0.0010162875822637514 -0.0010016698399838947 leaf_weight=5.1473040767014053 327.57675127498806 14.503355719149111 13.791977829299865 leaf_count=42 2436 85 241 internal_value=0 6.70373e-05 -0.00106841 internal_weight=0 342.08 18.9393 internal_count=2804 2521 283 is_linear=0 shrinkage=0.000889172 Tree=1384 num_leaves=4 num_cat=0 split_feature=484 4 12 split_gain=31.4297 26.6643 4.14311 threshold=-0.0048899999999999994 0.27058000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.120028504346744e-05 -2.4919962940734403e-05 0.00020049995674103148 -0.00034985026991611145 leaf_weight=4.3644297569990149 298.44138276390731 62.606620788574219 28.554777341894805 leaf_count=19 2081 339 427 internal_value=0 1.41769e-05 -0.000306315 internal_weight=0 361.048 32.9192 internal_count=2866 2420 446 is_linear=0 shrinkage=0.00031408 Tree=1385 num_leaves=4 num_cat=0 split_feature=484 13 12 split_gain=29.4629 22.8985 3.43057 threshold=-0.0048899999999999994 -0.24921999999999997 -0.055219999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011013461227019991 0.00079651758190775641 -3.5553181429067648e-05 -0.00097494156636749674 leaf_weight=4.0177243053913143 27.322587635368109 311.23280148766935 26.569333530962467 leaf_count=18 138 2282 428 internal_value=0 3.16389e-05 -0.000861486 internal_weight=0 338.555 30.5871 internal_count=2866 2420 446 is_linear=0 shrinkage=0.000871738 Tree=1386 num_leaves=4 num_cat=0 split_feature=484 4 12 split_gain=31.0837 26.7688 3.88823 threshold=-0.0048899999999999994 0.27058000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7684794120704519e-05 -2.4177287880841035e-05 0.00019301930454817704 -0.000334831937736923 leaf_weight=4.334737390279769 297.88933920860291 62.55686392635107 28.297781310044229 leaf_count=19 2081 339 427 internal_value=0 1.35263e-05 -0.000294072 internal_weight=0 360.446 32.6325 internal_count=2866 2420 446 is_linear=0 shrinkage=0.000301884 Tree=1387 num_leaves=4 num_cat=0 split_feature=484 3 12 split_gain=28.5866 22.4252 3.69767 threshold=-0.0048899999999999994 -0.12032499999999997 -0.062754999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6486442912567001e-05 0.00059557703110477665 -0.00010102077623731164 -0.0012058764331589159 leaf_weight=3.834696032106879 67.894138261675835 270.70809043943882 26.376080661080778 leaf_count=17 280 2140 429 internal_value=0 3.86818e-05 -0.00106139 internal_weight=0 338.602 30.2108 internal_count=2866 2420 446 is_linear=0 shrinkage=0.0010839 Tree=1388 num_leaves=4 num_cat=0 split_feature=403 133 16 split_gain=25.1461 24.9459 1.88305 threshold=-0.088654999999999984 -0.39975999999999995 -0.26987499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037208815185535497 -0.0012980686924527322 0.0001384527448504668 -0.0011809693348889933 leaf_weight=3.7641623541712788 13.637995845638214 333.94696309417486 19.004691642709076 leaf_count=28 159 2316 355 internal_value=0 8.20206e-05 -0.00104767 internal_weight=0 347.585 22.7689 internal_count=2858 2475 383 is_linear=0 shrinkage=0.00104181 Tree=1389 num_leaves=4 num_cat=0 split_feature=403 133 16 split_gain=24.4218 24.1374 1.95044 threshold=-0.088654999999999984 -0.39975999999999995 -0.27523999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026241690437596769 -0.00097568501989377912 0.00010258047275326008 -0.00089305411571295376 leaf_weight=3.6776697225868729 13.44497964158654 333.93422829546034 18.705546150915325 leaf_count=27 159 2316 356 internal_value=0 6.07959e-05 -0.000789749 internal_weight=0 347.379 22.3832 internal_count=2858 2475 383 is_linear=0 shrinkage=0.00078956 Tree=1390 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=23.7191 23.3545 2.09115 threshold=-0.088654999999999984 -0.39975999999999995 -0.11345499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034603924249673442 -0.0013819763172869888 0.00014322946452845244 -0.0012780514188124067 leaf_weight=3.696153815835717 13.255497862584887 333.9222279060632 18.307696884498 leaf_count=35 159 2316 348 internal_value=0 8.49232e-05 -0.00112193 internal_weight=0 347.178 22.0039 internal_count=2858 2475 383 is_linear=0 shrinkage=0.00112769 Tree=1391 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=23.0353 22.5964 2.10437 threshold=-0.088654999999999984 -0.39975999999999995 -0.11345499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030664619566401786 -0.0012412527700155101 0.00012682216608023256 -0.0011551101162646032 leaf_weight=3.6935020331293371 13.069504771381615 333.91092560719699 17.939382698386908 leaf_count=35 159 2316 348 internal_value=0 7.52262e-05 -0.00101065 internal_weight=0 346.98 21.6329 internal_count=2858 2475 383 is_linear=0 shrinkage=0.00102138 Tree=1392 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=21.2205 21.5645 threshold=0.09309000000000002 0.075285000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001274776322194574 -0.0015670101139315731 -0.001255216547781463 leaf_weight=345.80201224517077 9.4774697721004468 13.760417549870906 leaf_count=2576 52 217 internal_value=0 7.44982e-05 internal_weight=0 359.562 internal_count=2845 2793 is_linear=0 shrinkage=0.0010839 Tree=1393 num_leaves=4 num_cat=0 split_feature=15 158 16 split_gain=23.2897 27.9678 3.93695 threshold=-0.24436499999999997 0.084900000000000017 -0.12653999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00032740110713013842 1.1466007089405247e-05 -0.00031871257253489126 0.00012208096733191137 leaf_weight=22.672864731401205 328.60581323690712 27.399533659219742 15.566209167242048 leaf_count=153 2347 262 83 internal_value=0 -1.39615e-05 0.000243923 internal_weight=0 356.005 38.2391 internal_count=2845 2609 236 is_linear=0 shrinkage=0.00031408 Tree=1394 num_leaves=3 num_cat=0 split_feature=1374 147 split_gain=20.1457 20.9441 threshold=0.09309000000000002 0.085900000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.444661080760395e-05 -0.0014058605831766336 0.000780781198278016 leaf_weight=322.85708590969443 9.5354106128215772 36.996972244232893 leaf_count=2643 52 150 internal_value=0 6.73487e-05 internal_weight=0 359.854 internal_count=2845 2793 is_linear=0 shrinkage=0.00100135 Tree=1395 num_leaves=4 num_cat=0 split_feature=1 50 47 split_gain=26.4393 25.7149 18.1615 threshold=0.10113500000000002 0.088495000000000004 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.142636731008266e-05 0.00015932663355719629 -0.00033644777706153569 -7.2178731038491161e-05 leaf_weight=222.589908298105 114.13881369680166 24.168497069738805 38.024129513651133 leaf_count=1723 564 382 176 internal_value=0 -5.23045e-05 0.000101474 internal_weight=0 246.758 152.163 internal_count=2845 2105 740 is_linear=0 shrinkage=0.000290162 Tree=1396 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=24.495 31.3529 20.6844 threshold=0.080070000000000016 -0.074429999999999982 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013830715349961986 0.00020024336427545915 -0.0001304745879665025 -0.00016215249847833903 leaf_weight=163.92670188471675 37.54905379191041 165.23494650516659 28.740313768386841 leaf_count=668 137 1888 127 internal_value=0 -6.92232e-05 9.34757e-05 internal_weight=0 202.784 192.667 internal_count=2820 2025 795 is_linear=0 shrinkage=0.000326769 Tree=1397 num_leaves=4 num_cat=0 split_feature=160 484 52 split_gain=28.775 20.2136 0.553721 threshold=-0.40187499999999993 -0.0048899999999999994 0.52624000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010071419550006743 -0.00056397221643029875 0.0001539271642019955 -0.0013741483201504243 leaf_weight=11.722431229427459 34.34704704862088 317.45106145646423 4.8192748511210075 leaf_count=192 452 2121 55 internal_value=0 8.38098e-05 -0.00111553 internal_weight=0 351.798 16.5417 internal_count=2820 2573 247 is_linear=0 shrinkage=0.000889172 Tree=1398 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=23.0512 29.5071 20.4453 threshold=0.080070000000000016 -0.074429999999999982 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013512834558192062 0.00019497977219325426 -0.00012715749573895323 -0.00016449234332372478 leaf_weight=163.3691956885159 37.220920160412788 164.38866761978716 28.553888469934464 leaf_count=668 137 1888 127 internal_value=0 -6.76721e-05 9.05395e-05 internal_weight=0 201.61 191.923 internal_count=2820 2025 795 is_linear=0 shrinkage=0.000326769 Tree=1399 num_leaves=4 num_cat=0 split_feature=160 133 52 split_gain=27.9967 19.9548 0.532987 threshold=-0.40187499999999993 -0.39975999999999995 0.52624000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001221883939944553 -0.0012512541202763848 0.00014917140559959254 -0.0016643932912851808 leaf_weight=11.543045683763923 12.370769536122678 339.62087446264923 4.7491123434156171 leaf_count=192 144 2429 55 internal_value=0 9.98882e-05 -0.00135267 internal_weight=0 351.992 16.2922 internal_count=2820 2573 247 is_linear=0 shrinkage=0.0010839 Tree=1400 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=25.8877 24.0328 threshold=0.078275000000000025 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00052801217755208394 -0.0014821220750788088 -8.1221580735160265e-05 leaf_weight=77.175681043416262 10.442185562103985 268.95416380278766 leaf_count=337 78 2376 internal_value=0 5.46393e-05 internal_weight=0 346.13 internal_count=2791 2713 is_linear=0 shrinkage=0.000962469 Tree=1401 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=25.0678 22.1275 threshold=0.078275000000000025 0.082335000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.0665968548492225e-05 -0.0017207307021107898 0.0007222821855314411 leaf_weight=291.52700530551374 10.303521744906901 54.462087821215391 leaf_count=2490 78 223 internal_value=0 6.26108e-05 internal_weight=0 345.989 internal_count=2791 2713 is_linear=0 shrinkage=0.00112769 Tree=1402 num_leaves=4 num_cat=0 split_feature=49 15 151 split_gain=26.4866 27.6854 20.7959 threshold=-0.028049999999999995 0.091735000000000025 -0.056409999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028499670196033625 -1.3243908592394044e-05 -0.0003533485521561252 -1.0206372459902986e-05 leaf_weight=54.268446266651154 250.57996319048107 28.440659770742059 48.018477063626051 leaf_count=202 1989 402 198 internal_value=0 -4.79327e-05 0.000146438 internal_weight=0 279.021 102.287 internal_count=2791 2391 400 is_linear=0 shrinkage=0.000326769 Tree=1403 num_leaves=4 num_cat=0 split_feature=49 15 151 split_gain=24.5999 26.5809 20.8439 threshold=-0.028049999999999995 0.091735000000000025 -0.056409999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025193303017130922 -1.2836583812138419e-05 -0.00031807346457022343 -1.5729480043638688e-05 leaf_weight=54.322326153516769 250.1525608850643 27.74547210521996 47.988632820546627 leaf_count=202 1989 402 198 internal_value=0 -4.33313e-05 0.000126407 internal_weight=0 277.898 102.311 internal_count=2791 2391 400 is_linear=0 shrinkage=0.000295965 Tree=1404 num_leaves=4 num_cat=0 split_feature=2 31 155 split_gain=23.1919 24.6702 18.3477 threshold=0.091535000000000019 -1.0000000180025095e-35 0.083500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011899381722808721 0.00035846638078083036 -0.00038536070412583344 -0.0010292946477305697 leaf_weight=12.546827819198368 176.98262676876038 165.65372260846198 11.92977386433631 leaf_count=81 1023 1625 120 internal_value=0 -0.000274331 0.000270734 internal_weight=0 178.201 188.912 internal_count=2849 1706 1143 is_linear=0 shrinkage=0.0010839 Tree=1405 num_leaves=4 num_cat=0 split_feature=403 484 13 split_gain=27.257 24.8863 18.8586 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027751115198187764 -0.00023524783701419895 6.0089735145150741e-05 -0.00029202295144263292 leaf_weight=6.6065196525305501 30.90178020298481 313.55588589329273 42.810998293571174 leaf_count=23 373 1802 651 internal_value=0 3.3583e-05 -0.000215805 internal_weight=0 344.458 49.4175 internal_count=2849 2175 674 is_linear=0 shrinkage=0.00031408 Tree=1406 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=21.8943 25.6631 5.97781 threshold=0.057000000000000002 0.10113500000000002 -0.083134999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033329312735321545 0.0011753677606219112 0.00031491360817096893 0.00036653573294591308 leaf_weight=203.27394947037101 20.090744785964489 117.96205485239625 25.17850074917078 leaf_count=2043 54 630 122 internal_value=0 -9.52586e-05 0.000725844 internal_weight=0 321.236 45.2692 internal_count=2849 2673 176 is_linear=0 shrinkage=0.00110557 Tree=1407 num_leaves=4 num_cat=0 split_feature=2 31 47 split_gain=21.9874 23.6993 17.9193 threshold=0.091535000000000019 -1.0000000180025095e-35 0.120245 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010320472351066944 0.00031133778616354568 -0.00032749608400812834 -0.0008091206020064592 leaf_weight=12.246845003217457 174.50533904507756 164.89159300550818 13.688695304095743 leaf_count=81 1081 1625 62 internal_value=0 -0.0002334 0.000229765 internal_weight=0 177.138 188.194 internal_count=2849 1706 1143 is_linear=0 shrinkage=0.000943597 Tree=1408 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=26.6894 30.7991 6.95984 threshold=0.27058000000000004 -0.12500999999999998 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013123075215352303 0.00012331406165722448 -9.9284209956021719e-05 0.00036588195168734354 leaf_weight=79.347771301865578 45.021721806377172 237.4803733471781 16.621895126998425 leaf_count=283 270 2217 73 internal_value=0 -4.15486e-05 0.000188814 internal_weight=0 316.828 61.6436 internal_count=2843 2500 343 is_linear=0 shrinkage=0.000320362 Tree=1409 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=26.6929 31.3317 6.89158 threshold=0.27058000000000004 -0.12500999999999998 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012447761148747121 0.00011636194694163465 -9.3828008002734201e-05 0.00034446098011767636 leaf_weight=79.750807292759418 45.339708559215069 240.70659071579576 16.451064627617598 leaf_count=283 270 2217 73 internal_value=0 -3.94951e-05 0.000177178 internal_weight=0 320.457 61.7908 internal_count=2843 2500 343 is_linear=0 shrinkage=0.000301884 Tree=1410 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=26.986 31.5093 6.81867 threshold=0.27058000000000004 -0.12500999999999998 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001304391958176879 0.00012269408248781941 -9.8067264104435039e-05 0.00035836610958769758 leaf_weight=79.336906846612692 45.336671661585569 238.24099834822118 16.525245364755392 leaf_count=283 270 2217 73 internal_value=0 -4.09777e-05 0.000185741 internal_weight=0 317.578 61.8619 internal_count=2843 2500 343 is_linear=0 shrinkage=0.00031408 Tree=1411 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=22.3965 28.2153 26.6964 threshold=-0.11481999999999999 0.077735000000000012 -0.060324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00062690037711052207 -0.00047031416708276711 -0.00078607327456432937 0.00024889872016318863 leaf_weight=91.952483937144279 151.0185676002875 19.291786044836044 94.879549637436867 leaf_count=353 1884 87 519 internal_value=0 0.000381772 -0.000192809 internal_weight=0 111.244 245.898 internal_count=2843 440 2403 is_linear=0 shrinkage=0.00106264 Tree=1412 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=26.9196 29.2281 16.7846 threshold=0.10100500000000003 -0.12032499999999997 0.075065000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016377549698445829 3.5113245017240981e-05 -0.00012799009001202713 0.00028678645020244599 leaf_weight=44.816703539341688 104.21513135358691 201.11667814478278 38.826041467487812 leaf_count=173 535 1995 176 internal_value=0 -7.48127e-05 0.000103455 internal_weight=0 245.933 143.041 internal_count=2879 2168 711 is_linear=0 shrinkage=0.000326769 Tree=1413 num_leaves=3 num_cat=0 split_feature=447 39 split_gain=25.0913 19.2141 threshold=0.084630000000000011 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026378162461911461 0.0010677103890092978 0.00047023380536729539 leaf_weight=277.43832231406122 27.087071526795626 62.576099056750536 leaf_count=2447 115 317 internal_value=0 -0.000128675 internal_weight=0 340.014 internal_count=2879 2764 is_linear=0 shrinkage=0.00119671 Tree=1414 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=27.1221 29.7907 17.1144 threshold=0.10100500000000003 -0.12032499999999997 0.075065000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014087303563900107 2.9094895875219085e-05 -0.00011013846259588383 0.00024605617109942481 leaf_weight=44.915376611053944 104.23158168047667 202.59262395277619 38.793627239763737 leaf_count=173 535 1995 176 internal_value=0 -6.458e-05 8.79677e-05 internal_weight=0 247.508 143.025 internal_count=2879 2168 711 is_linear=0 shrinkage=0.000278894 Tree=1415 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=29.9941 30.2387 17.2973 threshold=0.10100500000000003 -0.12032499999999997 0.075065000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014848873798250036 3.4589577827061146e-05 -0.00012197693838337027 0.00026631645692276232 leaf_weight=45.935400325804949 108.36793680116534 209.04429832752794 40.248855032026768 leaf_count=173 535 1995 176 internal_value=0 -7.32442e-05 9.73727e-05 internal_weight=0 254.98 148.617 internal_count=2879 2168 711 is_linear=0 shrinkage=0.000301884 Tree=1416 num_leaves=4 num_cat=0 split_feature=15 43 49 split_gain=28.2245 25.5752 24.7436 threshold=0.082980000000000012 -0.17307499999999998 0.084715000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.5709529349855631e-05 0.00025345236614207378 -0.00028239139130295505 -0.00015114657065996411 leaf_weight=245.00106734782457 13.392517842352389 65.964310083538294 64.06812590174377 leaf_count=1300 84 954 531 internal_value=0 -0.000191921 4.45316e-05 internal_weight=0 79.3568 309.069 internal_count=2869 1038 1831 is_linear=0 shrinkage=0.000353706 Tree=1417 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=26.8871 44.8465 35.4065 threshold=-0.070894999999999986 -0.10072999999999999 -0.073264999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7088677520670731e-05 0.00030226982789493444 -0.00020413532354210672 -3.0584963408285756e-05 leaf_weight=143.17038319632411 55.824690341949463 118.45479977596551 72.384425232186913 leaf_count=601 268 1568 432 internal_value=0 -6.11907e-05 0.00011437 internal_weight=0 261.625 128.209 internal_count=2869 2169 700 is_linear=0 shrinkage=0.00031408 Tree=1418 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=25.575 36.8707 36.5426 threshold=-0.070894999999999986 -0.10072999999999999 -0.073264999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014904224622685965 0.00099157366627004753 -0.00063225088130067848 -0.0001172943201519215 leaf_weight=136.24432959035039 52.620217256247997 109.00924026314169 68.672807407565415 leaf_count=601 268 1568 432 internal_value=0 -0.000198246 0.000363843 internal_weight=0 245.254 121.293 internal_count=2869 2169 700 is_linear=0 shrinkage=0.00100135 Tree=1419 num_leaves=4 num_cat=0 split_feature=15 43 49 split_gain=28.6706 25.9062 23.949 threshold=0.082980000000000012 -0.17307499999999998 0.084715000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1092210829031712e-05 0.00021590488592212787 -0.00024057862096140971 -0.00012473284837377562 leaf_weight=247.90239673480392 13.617372151464222 67.056840703822672 65.015837892889977 leaf_count=1300 84 954 531 internal_value=0 -0.000163494 3.83224e-05 internal_weight=0 80.6742 312.918 internal_count=2869 1038 1831 is_linear=0 shrinkage=0.000301884 Tree=1420 num_leaves=4 num_cat=0 split_feature=160 158 16 split_gain=23.9454 21.2299 0.487651 threshold=-0.40187499999999993 0.11034000000000001 -0.17549499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014888791234162241 9.3051658826498443e-05 -0.0012749192340465682 -0.0010861474335500771 leaf_weight=4.0571089647710314 344.95308529306203 10.820276133716105 10.711465913802384 leaf_count=30 2513 115 206 internal_value=0 5.13808e-05 -0.00119856 internal_weight=0 355.773 14.7686 internal_count=2864 2628 236 is_linear=0 shrinkage=0.000962469 Tree=1421 num_leaves=4 num_cat=0 split_feature=160 403 16 split_gain=23.2708 21.2233 0.468287 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.17549499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016328983909477384 -0.00064138811666446444 0.00015215976598825236 -0.0011932458673913526 leaf_weight=3.9935398548841468 43.319281348027289 312.31573408655822 10.525613146834074 leaf_count=30 647 1981 206 internal_value=0 5.54698e-05 -0.00131616 internal_weight=0 355.635 14.5192 internal_count=2864 2628 236 is_linear=0 shrinkage=0.00106264 Tree=1422 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=28.4685 21.8266 18.1402 threshold=0.10100500000000003 1.0000000180025095e-35 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2263649671917752e-05 0.00017233063521769051 0.0003847883684985985 -7.0085036241886951e-05 leaf_weight=237.1323557253927 108.53495272621512 9.8638383671641332 40.061028689146042 leaf_count=2097 556 21 190 internal_value=0 -6.35835e-05 0.000106975 internal_weight=0 246.996 148.596 internal_count=2864 2118 746 is_linear=0 shrinkage=0.000307922 Tree=1423 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=28.6269 22.0025 17.5871 threshold=0.10100500000000003 -0.10646499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2325457001700529e-05 0.00017362102648798143 -0.00012050361459104603 -6.4651669802067503e-05 leaf_weight=71.527113396674395 109.13323439285159 174.12693133205175 40.173144098371267 leaf_count=281 556 1837 190 internal_value=0 -6.1444e-05 0.00010951 internal_weight=0 245.654 149.306 internal_count=2864 2118 746 is_linear=0 shrinkage=0.000307922 Tree=1424 num_leaves=4 num_cat=0 split_feature=4 0 151 split_gain=34.2188 25.592 9.37739 threshold=0.28937500000000005 -0.11367499999999998 -0.080604999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6422833664386187e-05 -8.26260103693288e-06 -9.258458589249696e-05 0.00028064145237094782 leaf_weight=88.485659122467041 13.463722601532934 248.86597908381373 42.71531630307436 leaf_count=334 54 2198 245 internal_value=0 -4.30062e-05 0.000211424 internal_weight=0 337.352 56.179 internal_count=2831 2532 299 is_linear=0 shrinkage=0.000301884 Tree=1425 num_leaves=4 num_cat=0 split_feature=4 11 151 split_gain=22.9735 20.4836 10.3809 threshold=0.28937500000000005 0.08184000000000001 -0.080604999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7429029540392519e-05 -0.00020592245066990391 -0.0014526814259796447 0.0010447535800688426 leaf_weight=297.86995529849082 12.186143919825552 15.436960838735102 36.40276100486517 leaf_count=2423 54 109 245 internal_value=0 -0.000135766 0.000731125 internal_weight=0 313.307 48.5889 internal_count=2831 2532 299 is_linear=0 shrinkage=0.00117324 Tree=1426 num_leaves=4 num_cat=0 split_feature=4 403 151 split_gain=31.359 22.0402 9.41956 threshold=0.28937500000000005 -1.0000000180025095e-35 -0.080604999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023790982490591562 -1.394242689839426e-05 -9.5226364522501261e-06 0.00027775018663226477 leaf_weight=44.414190997369587 13.340954929590223 288.79142739623785 41.352933943271637 leaf_count=633 54 1899 245 internal_value=0 -3.99771e-05 0.00020662 internal_weight=0 333.206 54.6939 internal_count=2831 2532 299 is_linear=0 shrinkage=0.000301884 Tree=1427 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=30.9015 31.2274 14.9773 threshold=0.10100500000000003 -0.11327499999999999 0.088495000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016303789995248484 0.00018823523574837121 -0.00013666094842398831 -6.7262058149816499e-05 leaf_weight=50.105493545532227 102.98628746345639 202.62575381901115 35.701107613742352 leaf_count=195 520 1943 173 internal_value=0 -7.7236e-05 0.000122465 internal_weight=0 252.731 138.687 internal_count=2831 2138 693 is_linear=0 shrinkage=0.000339971 Tree=1428 num_leaves=4 num_cat=0 split_feature=159 52 0 split_gain=30.0614 25.9882 7.64438 threshold=-1.0000000180025095e-35 -0.4290699999999999 -0.15973499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016664135251049105 -0.0011836360065271231 0.00019990358729837698 -0.0013052383242111022 leaf_weight=5.6680924110114566 19.022936321794987 316.91162716038525 26.345889488235116 leaf_count=28 261 2162 442 internal_value=0 0.000121495 -0.0010447 internal_weight=0 335.935 32.014 internal_count=2893 2423 470 is_linear=0 shrinkage=0.00115024 Tree=1429 num_leaves=4 num_cat=0 split_feature=159 52 0 split_gain=29.0163 25.1643 7.46296 threshold=-1.0000000180025095e-35 -0.4290699999999999 -0.15973499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014184697504253927 -0.0010243912160094863 0.00017013720484397455 -0.0011257792699980755 leaf_weight=5.6673554666340378 18.709481708705425 316.8892031647265 25.999505483545363 leaf_count=28 261 2162 442 internal_value=0 0.000103488 -0.000898966 internal_weight=0 335.599 31.6669 internal_count=2893 2423 470 is_linear=0 shrinkage=0.00100135 Tree=1430 num_leaves=4 num_cat=0 split_feature=159 52 52 split_gain=32.2704 28.1009 6.16374 threshold=-1.0000000180025095e-35 -0.4290699999999999 0.51791000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038437954991342238 -0.00035174064589504195 5.6125661516481501e-05 -4.5439444614002485e-05 leaf_weight=27.242756040766835 20.672747905366123 345.92840395495296 8.0344492215663177 leaf_count=400 261 2162 70 internal_value=0 3.31088e-05 -0.000307252 internal_weight=0 366.601 35.2772 internal_count=2893 2423 470 is_linear=0 shrinkage=0.000339971 Tree=1431 num_leaves=4 num_cat=0 split_feature=159 52 0 split_gain=29.6697 26.28 7.41642 threshold=-1.0000000180025095e-35 -0.4290699999999999 -0.15973499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6159713959940671e-05 -0.00034198770716310897 5.4534988521971327e-05 -0.00036649877508399545 leaf_weight=5.8521484509110442 19.636393287219107 335.71718514151871 27.800303797237575 leaf_count=28 261 2162 442 internal_value=0 3.26064e-05 -0.000294752 internal_weight=0 355.354 33.6525 internal_count=2893 2423 470 is_linear=0 shrinkage=0.000333305 Tree=1432 num_leaves=4 num_cat=0 split_feature=2 4 2 split_gain=25.3202 26.2235 26.0329 threshold=0.089765000000000025 -0.4945199999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004889516587798917 -0.0012674237046543071 0.00036225111079748605 -0.00058461763814642497 leaf_weight=35.918001610785723 12.873763862997292 188.92142314370722 119.13821466173977 leaf_count=192 85 1160 1351 internal_value=0 0.000258174 -0.000335901 internal_weight=0 201.795 155.056 internal_count=2788 1245 1543 is_linear=0 shrinkage=0.00110557 Tree=1433 num_leaves=4 num_cat=0 split_feature=2 4 2 split_gain=24.2983 25.1862 25.0335 threshold=0.089765000000000025 -0.4945199999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045272703754288492 -0.0011758601387406439 0.00033413636986716691 -0.00054195954964746356 leaf_weight=35.737041298300028 12.783929694443939 188.67842767108232 118.39573559910059 leaf_count=192 85 1160 1351 internal_value=0 0.000238216 -0.000311305 internal_weight=0 201.462 154.133 internal_count=2788 1245 1543 is_linear=0 shrinkage=0.00104181 Tree=1434 num_leaves=4 num_cat=0 split_feature=42 1 2 split_gain=23.4172 26.1503 19.9917 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012540287897946623 -0.00020937338745978488 0.00012101886582886921 0.00036979373030926997 leaf_weight=33.505976480431855 118.73965130001307 31.524612719193101 170.59648093488067 leaf_count=534 1085 220 949 internal_value=0 -0.000587613 0.000132113 internal_weight=0 65.0306 289.336 internal_count=2788 754 2034 is_linear=0 shrinkage=0.0010839 Tree=1435 num_leaves=4 num_cat=0 split_feature=2 2 150 split_gain=26.7202 28.9119 26.2293 threshold=0.089765000000000025 -1.0000000180025095e-35 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013502904268398162 -2.6946117752450361e-05 -0.00022900083735175061 0.00028350683843211133 leaf_weight=35.961956363171339 164.47497283108532 134.80046813748777 45.125215016305447 leaf_count=192 1066 1351 179 internal_value=0 -0.000152331 3.99116e-05 internal_weight=0 170.762 209.6 internal_count=2788 1543 1245 is_linear=0 shrinkage=0.00036078 Tree=1436 num_leaves=4 num_cat=0 split_feature=1456 133 160 split_gain=21.1758 18.1112 1.73897 threshold=-1.0000000180025095e-35 0.18829500000000002 0.060610000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014827342189365539 9.4262993478405065e-05 -0.0012033679948272509 -0.00063012860542920274 leaf_weight=14.095679544843735 327.83042391203344 16.143952779471874 4.5794324502348891 leaf_count=216 2313 274 70 internal_value=0 3.32971e-05 -0.00127452 internal_weight=0 343.974 18.6751 internal_count=2873 2587 286 is_linear=0 shrinkage=0.00119671 Tree=1437 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=20.0718 21.0184 4.72684 threshold=-0.24242999999999995 -0.10072999999999999 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031711257347613917 0.00037792546899104878 -0.00027215279297546969 0.0011613850530284024 leaf_weight=14.448249086737631 80.440225794911385 248.68845449853688 18.500605337321758 leaf_count=83 397 2321 72 internal_value=0 -0.000113259 0.000791565 internal_weight=0 329.129 32.9489 internal_count=2873 2718 155 is_linear=0 shrinkage=0.00110557 Tree=1438 num_leaves=4 num_cat=0 split_feature=1456 133 160 split_gain=20.5403 17.527 1.74091 threshold=-1.0000000180025095e-35 0.18829500000000002 0.060610000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011420812111602925 7.1701723565592503e-05 -0.00092443571424765238 -0.00047870327255350334 leaf_weight=13.802739904262127 327.34934698883444 15.828843588009475 4.5377835724502793 leaf_count=216 2313 274 70 internal_value=0 2.57067e-05 -0.000978618 internal_weight=0 343.178 18.3405 internal_count=2873 2587 286 is_linear=0 shrinkage=0.000925095 Tree=1439 num_leaves=4 num_cat=0 split_feature=13 123 0 split_gain=23.3131 22.5438 4.35471 threshold=-0.24242999999999995 1.0000000180025095e-35 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012129097459417962 -6.6767463146838338e-05 0.00020620885681416325 0.00036170686821743853 leaf_weight=15.806022189557551 309.82718373090029 39.396705579012632 19.448872208595276 leaf_count=83 2503 215 72 internal_value=0 -3.59628e-05 0.000254044 internal_weight=0 349.224 35.2549 internal_count=2873 2718 155 is_linear=0 shrinkage=0.000339971 Tree=1440 num_leaves=4 num_cat=0 split_feature=1 454 52 split_gain=38.6071 22.5909 12.9695 threshold=0.10384000000000002 1.0000000180025095e-35 0.14952000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012963240110032409 0.00016612179715109297 0.00045314507063465336 -0.00017573266486367155 leaf_weight=242.3593579698354 117.71647296845913 8.5991844385862333 15.724841240793465 leaf_count=2162 579 22 75 internal_value=0 -0.00010963 0.000125818 internal_weight=0 250.959 133.441 internal_count=2838 2184 654 is_linear=0 shrinkage=0.000353706 Tree=1441 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=35.9857 22.3511 14.9916 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=-0.0001065044096542033 0.00016554231026264272 0.00038002321199074739 -5.3637895197806327e-05 leaf_weight=240.05871403031051 93.416863922029734 8.5478542298078519 38.628923173993826 leaf_count=2162 477 22 177 internal_value=0 -8.97482e-05 0.000101424 internal_weight=0 248.607 132.046 internal_count=2838 2184 654 is_linear=0 shrinkage=0.000295965 Tree=1442 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=38.2469 23.5022 15.3492 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=-0.00010702926143561495 0.00016469752559102835 0.00038020675503616668 -5.1674900571796403e-05 leaf_weight=242.99884855374694 94.789076752960682 8.6127268001437169 38.930201232433319 leaf_count=2162 477 22 177 internal_value=0 -9.03235e-05 0.000101706 internal_weight=0 251.612 133.719 internal_count=2838 2184 654 is_linear=0 shrinkage=0.000290162 Tree=1443 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=38.9709 23.1699 15.2695 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=-0.00011582034140756018 0.00018069762469079384 0.00040901183730860524 -5.3581887465479733e-05 leaf_weight=240.65657364483923 94.533431019634008 8.5757432207465154 38.655619479715824 leaf_count=2162 477 22 177 internal_value=0 -9.77316e-05 0.000112704 internal_weight=0 249.232 133.189 internal_count=2838 2184 654 is_linear=0 shrinkage=0.00031408 Tree=1444 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=19.8755 24.92 threshold=-0.40775499999999992 0.13601500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.001698115700946641 -7.209084302323066e-05 0.0010412128136002166 leaf_weight=8.7992145083844644 323.04627287294716 27.746335418894887 leaf_count=97 2614 168 internal_value=0 1.6019e-05 internal_weight=0 350.793 internal_count=2879 2782 is_linear=0 shrinkage=0.00112769 Tree=1445 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=19.373 24.1738 threshold=-0.40775499999999992 0.13601500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016925194580079417 -7.0484826671565211e-05 0.0010338223252667382 leaf_weight=8.6322429217398149 322.99721341207623 27.322838492691517 leaf_count=97 2614 168 internal_value=0 1.56961e-05 internal_weight=0 350.32 internal_count=2879 2782 is_linear=0 shrinkage=0.00112769 Tree=1446 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=23.5052 29.1869 29.0193 threshold=1.0000000180025095e-35 0.0063350000000000012 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020720656720785632 -0.00032873126425769116 0.00010937423513802549 7.3652870540536866e-05 leaf_weight=89.386209853924811 17.529247365891933 37.730159742757678 236.02577831782401 leaf_count=1165 156 306 1252 internal_value=0 -0.000113238 4.58118e-05 internal_weight=0 127.116 253.555 internal_count=2879 1471 1408 is_linear=0 shrinkage=0.000301884 Tree=1447 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=23.3818 24.8327 6.33948 threshold=1.0000000180025095e-35 -0.10072999999999999 0.092770000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010434298945701583 1.647404493078978e-05 -8.2065962916089727e-05 0.00025006429001288863 leaf_weight=83.408582713454962 14.326573953032492 250.73589050304145 35.142901912331581 leaf_count=398 41 2227 213 internal_value=0 -3.55316e-05 0.000182448 internal_weight=0 334.144 49.4695 internal_count=2879 2625 254 is_linear=0 shrinkage=0.000295965 Tree=1448 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=21.1277 30.0948 6.68578 threshold=1.0000000180025095e-35 -0.076894999999999977 0.08512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083361456007824105 0.00025757011509203425 -0.00019414776764114554 0.00097214134367900771 leaf_weight=24.349533887580037 25.570843543857336 297.87806366942823 17.397796390578151 leaf_count=125 135 2510 105 internal_value=0 -0.000116439 0.0005472 internal_weight=0 322.228 42.9686 internal_count=2875 2635 240 is_linear=0 shrinkage=0.000889172 Tree=1449 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=26.2148 28.6482 6.13749 threshold=1.0000000180025095e-35 -0.076894999999999977 0.08512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030117533236739477 0.00012387111600221224 -7.3392373246264521e-05 0.00037458878403326591 leaf_weight=25.500253323465586 27.672584842890501 313.88656510040164 19.072569437325001 leaf_count=125 135 2510 105 internal_value=0 -4.52334e-05 0.000226278 internal_weight=0 339.387 46.7452 internal_count=2875 2635 240 is_linear=0 shrinkage=0.000339971 Tree=1450 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=26.5704 29.2173 6.24839 threshold=1.0000000180025095e-35 -0.076894999999999977 0.08512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030742186866530185 0.00012574086609116572 -7.4612251911465059e-05 0.000381362322940989 leaf_weight=26.029723457992077 27.967878151684999 317.29279845580459 19.544248063117266 leaf_count=125 135 2510 105 internal_value=0 -4.5632e-05 0.000231002 internal_weight=0 343.323 47.5121 internal_count=2875 2635 240 is_linear=0 shrinkage=0.00034677 Tree=1451 num_leaves=3 num_cat=0 split_feature=2 47 split_gain=20.594 23.397 threshold=0.14846500000000004 0.11518500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.7184584952558391e-05 0.00099247652694544426 -0.0013657473252841809 leaf_weight=322.96789334714413 23.517897915095091 18.824577249586582 leaf_count=2621 128 126 internal_value=0 -0.000119878 internal_weight=0 341.792 internal_count=2875 2747 is_linear=0 shrinkage=0.00115024 Tree=1452 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=34.1766 24.7658 16.1581 threshold=0.10384000000000002 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014262243363789032 0.00021332840115724619 -0.00013086039502782006 -5.9223717035395969e-05 leaf_weight=49.399128966033459 96.525385219603777 204.97920109238476 35.866086777299643 leaf_count=206 486 1970 172 internal_value=0 -7.77445e-05 0.000139494 internal_weight=0 254.378 132.391 internal_count=2834 2176 658 is_linear=0 shrinkage=0.00034677 Tree=1453 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=23.8161 21.2355 14.9601 threshold=0.10384000000000002 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056100084076066191 0.00079104689813232134 -0.00048596181458146931 -0.00030736492409697496 leaf_weight=47.483858395367861 87.284134723246098 192.16714073251933 33.808953382074833 leaf_count=206 486 1970 172 internal_value=0 -0.000278491 0.000484372 internal_weight=0 239.651 121.093 internal_count=2834 2176 658 is_linear=0 shrinkage=0.00140214 Tree=1454 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=22.8626 20.3371 14.4366 threshold=0.10384000000000002 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046793061555505791 0.00066547051750109551 -0.00040668921335665814 -0.00025623200841583808 leaf_weight=47.498231530189514 86.575984351336956 191.59368721116334 33.837720090523362 leaf_count=206 486 1970 172 internal_value=0 -0.000232913 0.000406461 internal_weight=0 239.092 120.414 internal_count=2834 2176 658 is_linear=0 shrinkage=0.00119671 Tree=1455 num_leaves=4 num_cat=0 split_feature=376 13 3 split_gain=23.6193 23.063 1.65011 threshold=0.048375000000000008 -0.16826999999999998 -0.011259999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019538895248805762 0.00030460592901016903 -5.2358920838225301e-05 0.00017023296132097357 leaf_weight=36.730143085122108 16.253879673779011 315.34982650820166 15.970773365348576 leaf_count=164 67 2528 75 internal_value=0 -2.65039e-05 0.00023815 internal_weight=0 352.08 32.2247 internal_count=2834 2692 142 is_linear=0 shrinkage=0.000295965 Tree=1456 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=23.7065 25.3533 1.60313 threshold=-0.24921999999999997 -0.10072999999999999 -0.11615999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017001277838345053 0.00012165452704643499 -8.6800548511008406e-05 0.00031848641945621058 leaf_weight=13.581006959080694 87.056477511301637 253.56003204640001 20.237512279301882 leaf_count=74 407 2249 79 internal_value=0 -3.35187e-05 0.000258991 internal_weight=0 340.617 33.8185 internal_count=2809 2656 153 is_linear=0 shrinkage=0.000333305 Tree=1457 num_leaves=4 num_cat=0 split_feature=13 31 0 split_gain=24.0715 21.5722 1.68822 threshold=-0.24921999999999997 -1.0000000180025095e-35 -0.11615999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017177830913549309 0.0003696837244196189 -4.9509341488361016e-05 0.00032384153901047021 leaf_weight=13.678021952509878 14.216403882950543 324.95189274847507 20.213435392826796 leaf_count=74 75 2581 79 internal_value=0 -3.19188e-05 0.000262603 internal_weight=0 339.168 33.8915 internal_count=2809 2656 153 is_linear=0 shrinkage=0.000333305 Tree=1458 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=28.4128 30.4859 26.7006 threshold=0.09450500000000002 -0.097604999999999983 -0.41023999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001156673810336411 -0.00034893470918435167 -0.00014742289760269237 0.00011569438945166254 leaf_weight=53.586778184399009 12.100876435637472 159.7922588866204 161.149767505005 leaf_count=257 119 1674 759 internal_value=0 -8.13475e-05 8.3207e-05 internal_weight=0 213.379 173.251 internal_count=2809 1931 878 is_linear=0 shrinkage=0.000301884 Tree=1459 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=25.8843 31.3984 26.7454 threshold=0.09450500000000002 -0.097604999999999983 -0.17479499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001323762872053298 -0.0002864286173433992 -0.00015262163628169468 0.00013035516914636225 leaf_weight=53.072343872860074 17.602671012282372 156.99174682702869 153.07067430764437 leaf_count=257 115 1674 763 internal_value=0 -8.06119e-05 8.73423e-05 internal_weight=0 210.064 170.673 internal_count=2809 1931 878 is_linear=0 shrinkage=0.000320362 Tree=1460 num_leaves=4 num_cat=0 split_feature=128 155 2 split_gain=25.1364 25.0943 1.38501 threshold=0.086435000000000012 0.088505000000000014 0.080495000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0890493748005341e-05 -0.00041966200066563308 -0.00034355011759205483 -0.00024728874129073823 leaf_weight=348.83690183889121 9.0613954011350888 14.887252852320669 7.1321151209995142 leaf_count=2466 100 165 92 internal_value=0 2.51381e-05 -0.000344124 internal_weight=0 363.724 16.1935 internal_count=2823 2631 192 is_linear=0 shrinkage=0.000290162 Tree=1461 num_leaves=4 num_cat=0 split_feature=128 155 2 split_gain=24.2398 24.5789 1.50298 threshold=0.086435000000000012 0.088505000000000014 0.080495000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.007357688751027e-05 -0.0004629846308187153 -0.00038116700154907691 -0.00026571115942029328 leaf_weight=349.60223336517811 9.0875382889062184 14.799743628129361 7.2196129672229281 leaf_count=2466 100 165 92 internal_value=0 2.29463e-05 -0.000376059 internal_weight=0 364.402 16.3072 internal_count=2823 2631 192 is_linear=0 shrinkage=0.000320362 Tree=1462 num_leaves=4 num_cat=0 split_feature=128 155 2 split_gain=23.9722 22.8493 1.29157 threshold=0.086435000000000012 0.088505000000000014 0.080495000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012263193255609715 -0.0014434070017912699 -0.0011708747565438637 -0.00086067297857427439 leaf_weight=328.43215075228363 8.5244539175182563 13.691997758112846 6.648994584567844 leaf_count=2466 100 165 92 internal_value=0 7.08026e-05 -0.00118946 internal_weight=0 342.124 15.1734 internal_count=2823 2631 192 is_linear=0 shrinkage=0.000981718 Tree=1463 num_leaves=4 num_cat=0 split_feature=128 155 2 split_gain=23.6329 23.5275 1.40298 threshold=0.086435000000000012 0.088505000000000014 0.080495000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2144743165154777e-05 -0.00037694832273215897 -0.00030886890932066094 -0.00021946470036374291 leaf_weight=349.72951134201139 8.8946675863116997 14.5361867910251 7.1702940864488474 leaf_count=2466 100 165 92 internal_value=0 1.8521e-05 -0.000307002 internal_weight=0 364.266 16.065 internal_count=2823 2631 192 is_linear=0 shrinkage=0.000262808 Tree=1464 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=32.1971 24.1272 5.21034 threshold=0.28937500000000005 -0.061654999999999995 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.607409913084992e-05 0.00015414471104414036 9.1979921792318929e-05 0.00036378523543207871 leaf_weight=239.76710011716932 41.346189875155687 98.882852671667933 17.259416542947292 leaf_count=2122 249 446 75 internal_value=0 -4.11619e-05 0.000215982 internal_weight=0 338.65 58.6056 internal_count=2892 2568 324 is_linear=0 shrinkage=0.000320362 Tree=1465 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=33.5995 24.8576 5.00786 threshold=0.28937500000000005 -0.061889999999999994 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4630186625345352e-05 0.00015707994116440142 9.2245860431588319e-05 0.00035683452438785588 leaf_weight=238.58075705356896 42.209757909178734 99.477908585220575 17.541343368589878 leaf_count=2117 249 451 75 internal_value=0 -3.96375e-05 0.000215818 internal_weight=0 338.059 59.7511 internal_count=2892 2568 324 is_linear=0 shrinkage=0.00031408 Tree=1466 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=24.6432 21.6423 5.68001 threshold=0.28937500000000005 -0.061654999999999995 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027627991756849681 0.00040244123403064297 0.00028330280051333474 0.0011058832355736032 leaf_weight=225.55294050276279 37.415902063250542 94.507048774510622 15.713486813008783 leaf_count=2122 249 446 75 internal_value=0 -0.00011104 0.000610813 internal_weight=0 320.06 53.1294 internal_count=2892 2568 324 is_linear=0 shrinkage=0.000981718 Tree=1467 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=30.9423 36.902 24.9983 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017704382359505863 0.00020936308112127182 -0.00014009189231627438 -0.00011951464334226921 leaf_weight=53.638484738767147 104.24181228503585 202.2688416633755 35.900979245081544 leaf_count=203 542 1958 189 internal_value=0 -7.36116e-05 0.000125108 internal_weight=0 255.907 140.143 internal_count=2892 2161 731 is_linear=0 shrinkage=0.000339971 Tree=1468 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=24.4889 34.7714 26.6992 threshold=1.0000000180025095e-35 0.019595000000000005 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074009100873050548 -0.00083142831329515712 0.00040917302656109635 0.00025400791945189211 leaf_weight=85.045214852318168 24.283639870584011 36.141925066709518 215.58436043560505 leaf_count=1148 163 294 1236 internal_value=0 -0.000397333 0.000144064 internal_weight=0 121.187 239.868 internal_count=2841 1442 1399 is_linear=0 shrinkage=0.000981718 Tree=1469 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=32.2382 29.1728 25.454 threshold=0.090445000000000011 -0.11516999999999998 0.088655000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016932043368195196 0.00013358199963551973 -0.00017991184460622813 -0.00025295285616515079 leaf_weight=35.468247223645449 172.09054706804454 151.82933022733778 23.236340837553144 leaf_count=140 844 1661 196 internal_value=0 -0.000113768 8.75791e-05 internal_weight=0 187.298 195.327 internal_count=2841 1801 1040 is_linear=0 shrinkage=0.00034677 Tree=1470 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=23.6633 33.7547 26.7007 threshold=1.0000000180025095e-35 -0.070894999999999986 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074092419853456206 -3.68672497934532e-05 0.00030776611495122585 0.00070947460990770169 leaf_weight=78.621364395134151 184.23707223124802 41.869703991338611 55.527808593586087 leaf_count=1174 1098 268 301 internal_value=0 -0.000376521 0.000136023 internal_weight=0 120.491 239.765 internal_count=2841 1442 1399 is_linear=0 shrinkage=0.000943597 Tree=1471 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=30.4827 29.5669 24.9465 threshold=0.090445000000000011 -0.11516999999999998 0.088655000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014979530379666272 0.00011320358493396729 -0.00015549790229581347 -0.000219604491342046 leaf_weight=35.723703417927027 171.68383801914752 151.27315918542445 23.294884253293276 leaf_count=140 844 1661 196 internal_value=0 -9.71656e-05 7.34241e-05 internal_weight=0 186.997 194.979 internal_count=2841 1801 1040 is_linear=0 shrinkage=0.000301884 Tree=1472 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=21.1963 23.0132 threshold=0.078275000000000025 -0.15041499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00074593167570619491 -0.0013659942619532158 -5.0714604998915673e-05 leaf_weight=45.09326159209013 11.82368979603052 308.46807507518679 leaf_count=185 91 2604 internal_value=0 5.09246e-05 internal_weight=0 353.561 internal_count=2880 2789 is_linear=0 shrinkage=0.00104181 Tree=1473 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=20.4619 22.1766 threshold=0.078275000000000025 -0.15041499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0007649424017501104 -0.0014036925373616109 -5.158721619046886e-05 leaf_weight=44.727401115000248 11.704093676060436 308.42604057490826 leaf_count=185 91 2604 internal_value=0 5.18632e-05 internal_weight=0 353.153 internal_count=2880 2789 is_linear=0 shrinkage=0.0010839 Tree=1474 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=23.7698 24.1761 5.34406 threshold=1.0000000180025095e-35 -0.15041499999999997 0.084700000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017985326328460671 9.4876179413260037e-05 -5.8173791273441714e-05 0.0002910901695824828 leaf_weight=44.821475278586149 24.792854726314545 292.93058929592371 25.867511752992868 leaf_count=185 125 2441 129 internal_value=0 -2.6578e-05 0.000195136 internal_weight=0 337.752 50.6604 internal_count=2880 2626 254 is_linear=0 shrinkage=0.000301884 Tree=1475 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=19.7491 21.4317 threshold=0.078275000000000025 -0.15041499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00068344052617067474 -0.0012547516621726038 -4.5724731392165912e-05 leaf_weight=44.421225219964981 11.600131291896103 308.75167202297598 leaf_count=185 91 2604 internal_value=0 4.60199e-05 internal_weight=0 353.173 internal_count=2880 2789 is_linear=0 shrinkage=0.000981718 Tree=1476 num_leaves=4 num_cat=0 split_feature=3 484 0 split_gain=19.8507 20.4934 2.27183 threshold=0.15360000000000004 -0.0048899999999999994 -0.11615999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00094018077723698299 0.00059699011492245885 5.6338489590623483e-05 0.001261996202273443 leaf_weight=30.00552293844521 11.979094143956901 301.2458751546219 15.879702281206844 leaf_count=454 72 2247 75 internal_value=0 -3.39775e-05 0.000976653 internal_weight=0 331.251 27.8588 internal_count=2848 2701 147 is_linear=0 shrinkage=0.00115024 Tree=1477 num_leaves=4 num_cat=0 split_feature=3 40 15 split_gain=19.2167 19.9138 2.24215 threshold=0.15360000000000004 -0.075659999999999991 -0.090754999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078195880817684448 0.00061672765777697532 -0.00013540913721506282 0.0012910759997874729 leaf_weight=36.604740396142006 12.466141186654569 294.38609014544636 15.048639416694639 leaf_count=192 86 2509 61 internal_value=0 -3.39169e-05 0.000986188 internal_weight=0 330.991 27.5148 internal_count=2848 2701 147 is_linear=0 shrinkage=0.00117324 Tree=1478 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=24.1161 22.5368 16.756 threshold=0.10100500000000003 0.11429000000000002 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9088248098720726e-05 -0.00020218974835841237 0.00032274873487820796 0.00014650957589247907 leaf_weight=232.72258868254721 13.96117080003023 14.174108136445282 123.6856705788523 leaf_count=2120 86 31 611 internal_value=0 -4.657e-05 0.000111119 internal_weight=0 246.897 137.647 internal_count=2848 2151 697 is_linear=0 shrinkage=0.000301884 Tree=1479 num_leaves=4 num_cat=0 split_feature=3 40 15 split_gain=21.6458 22.8764 2.00918 threshold=0.15360000000000004 -0.075659999999999991 -0.090754999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020456783503800457 0.00017078579588566085 -3.5550726408248687e-05 0.00032561717655633888 leaf_weight=39.121040020138025 13.697143174707891 310.19011269044131 16.01751609146595 leaf_count=192 86 2509 61 internal_value=0 -8.64898e-06 0.000254402 internal_weight=0 349.311 29.7147 internal_count=2848 2701 147 is_linear=0 shrinkage=0.000295965 Tree=1480 num_leaves=4 num_cat=0 split_feature=133 484 13 split_gain=25.5683 19.7234 1.14348 threshold=-0.39975999999999995 -0.0048899999999999994 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018933072969389883 -0.00077029536133411416 0.00015328774548259232 -0.0012158265505014985 leaf_weight=5.8834412647411227 31.096058675087988 308.23079537879676 6.7036725925281626 leaf_count=50 424 2204 113 internal_value=0 6.86116e-05 -0.00153488 internal_weight=0 339.327 12.5871 internal_count=2791 2628 163 is_linear=0 shrinkage=0.00110557 Tree=1481 num_leaves=4 num_cat=0 split_feature=133 123 13 split_gain=25.2338 22.2054 1.07066 threshold=-0.39975999999999995 1.0000000180025095e-35 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056824710460074302 -1.2746639707398403e-05 0.00024541289932157535 -0.00037028079410852662 leaf_weight=5.9761383663862944 316.85113077517599 43.817855570465326 7.1314661661162955 leaf_count=50 2404 224 113 internal_value=0 1.86286e-05 -0.000461235 internal_weight=0 360.669 13.1076 internal_count=2791 2628 163 is_linear=0 shrinkage=0.000339971 Tree=1482 num_leaves=4 num_cat=0 split_feature=133 123 13 split_gain=26.6469 23.504 1.11078 threshold=-0.39975999999999995 1.0000000180025095e-35 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054930693252344264 -1.3199948077736056e-05 0.00023982756810771348 -0.00035965394227577236 leaf_weight=6.209666894748807 321.12575710564852 44.63158380612731 7.4826733451336604 leaf_count=50 2404 224 113 internal_value=0 1.76867e-05 -0.000446309 internal_weight=0 365.757 13.6923 internal_count=2791 2628 163 is_linear=0 shrinkage=0.000326769 Tree=1483 num_leaves=3 num_cat=0 split_feature=41 157 split_gain=25.1717 20.0611 threshold=0.082980000000000012 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017213580932734927 -0.0014600962608113301 -0.001308203862047372 leaf_weight=316.47974147927016 19.137176293879747 16.812089336104691 leaf_count=2503 114 174 internal_value=0 9.7393e-05 internal_weight=0 333.292 internal_count=2791 2677 is_linear=0 shrinkage=0.00132126 Tree=1484 num_leaves=4 num_cat=0 split_feature=123 3 124 split_gain=21.3185 20.9893 6.44888 threshold=1.0000000180025095e-35 0.15360000000000004 -0.064554999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019318125169277711 0.00099418670262171448 0.00093182704443165007 4.3279088238414998e-05 leaf_weight=287.94878128729761 31.83698071539402 22.736911833286285 12.681863740086554 leaf_count=2458 171 124 73 internal_value=0 -0.000110798 0.000723441 internal_weight=0 310.686 44.5188 internal_count=2826 2582 244 is_linear=0 shrinkage=0.00112769 Tree=1485 num_leaves=4 num_cat=0 split_feature=123 484 124 split_gain=20.5618 20.3389 6.32071 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.064554999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080939781129514413 0.0007470924735566753 -1.6355093279996329e-05 3.2079561606655416e-05 leaf_weight=25.741900788620114 31.393736865371466 284.41417092643678 12.676387347280977 leaf_count=405 171 2177 73 internal_value=0 -8.22207e-05 0.000541528 internal_weight=0 310.156 44.0701 internal_count=2826 2582 244 is_linear=0 shrinkage=0.000854645 Tree=1486 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=27.0322 24.4357 5.30644 threshold=1.0000000180025095e-35 0.15360000000000004 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4019376383729501e-05 0.00011857949147253383 0.00024504161376178758 0.00031286279726046025 leaf_weight=306.41297927685082 28.318865478038788 24.851170405745506 20.366559579968452 leaf_count=2458 136 124 108 internal_value=0 -3.15712e-05 0.000199945 internal_weight=0 331.264 48.6854 internal_count=2826 2582 244 is_linear=0 shrinkage=0.000290162 Tree=1487 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=26.5046 24.2688 6.142 threshold=1.0000000180025095e-35 0.15360000000000004 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2989009857210267e-05 2.0760215023209793e-05 0.00024138730031853328 0.00025293355470194036 leaf_weight=305.84240976627916 12.374060004949568 24.458100888878107 36.2058528624475 leaf_count=2458 35 124 209 internal_value=0 -3.11783e-05 0.000193827 internal_weight=0 330.301 48.5799 internal_count=2826 2582 244 is_linear=0 shrinkage=0.000284472 Tree=1488 num_leaves=4 num_cat=0 split_feature=457 1 2 split_gain=25.1209 26.108 9.63786 threshold=0.079930000000000015 0.12829500000000002 0.089965000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020153020876701746 0.00017458023334850352 0.00075081564429558536 0.0010454347695303366 leaf_weight=267.54607106465846 25.058318115770817 36.98197197727859 33.59151628986001 leaf_count=2375 115 230 119 internal_value=0 -8.58372e-05 0.000673537 internal_weight=0 304.528 58.6498 internal_count=2839 2605 234 is_linear=0 shrinkage=0.00106264 Tree=1489 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=26.0009 31.0637 10.6769 threshold=0.079930000000000015 0.12829500000000002 0.088405000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5178095196395951e-05 4.552170213263918e-05 0.00024085413217709209 0.00032165001427462373 leaf_weight=285.95777876581997 25.942972958087921 40.403169203549623 35.297823891043663 leaf_count=2375 110 230 124 internal_value=0 -2.72797e-05 0.000204727 internal_weight=0 326.361 61.2408 internal_count=2839 2605 234 is_linear=0 shrinkage=0.000326769 Tree=1490 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=24.7201 29.4654 10.8174 threshold=0.079930000000000015 0.12829500000000002 0.088405000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6355237542773441e-05 3.670967080999075e-05 0.00021451755909418168 0.00028820024564824351 leaf_weight=286.00695727486163 25.994633033871651 40.091360382735729 35.36341392993927 leaf_count=2375 110 230 124 internal_value=0 -2.30428e-05 0.0001817 internal_weight=0 326.098 61.358 internal_count=2839 2605 234 is_linear=0 shrinkage=0.000295965 Tree=1491 num_leaves=4 num_cat=0 split_feature=457 1 2 split_gain=24.1234 25.2677 9.38191 threshold=0.079930000000000015 0.12829500000000002 0.089965000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025031163786799033 0.00021557950499296127 0.00094096552735586675 0.0013062390802328783 leaf_weight=268.01385087240487 25.101733446121216 36.756486648693681 33.374399092048407 leaf_count=2375 115 230 119 internal_value=0 -0.000106589 0.000838281 internal_weight=0 304.77 58.4761 internal_count=2839 2605 234 is_linear=0 shrinkage=0.00134769 Tree=1492 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=21.512 22.7505 1.53678 threshold=0.048375000000000008 -0.10072999999999999 -0.010784999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011482610915293597 0.00030303502463150018 -6.5439865427810207e-05 0.00017021152341380652 leaf_weight=84.507309848442674 16.174613270908598 260.23098831996322 15.79028684645891 leaf_count=402 64 2268 74 internal_value=0 -2.12465e-05 0.000237563 internal_weight=0 344.738 31.9649 internal_count=2808 2670 138 is_linear=0 shrinkage=0.000301884 Tree=1493 num_leaves=4 num_cat=0 split_feature=15 0 12 split_gain=20.5249 21.4278 12.7715 threshold=0.10330500000000002 -0.077944999999999987 0.091725000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013063661112494825 -0.0018492307675083005 0.00044115156027459178 -0.00031785732201062064 leaf_weight=199.07597698643804 10.15284448862076 125.53869109973311 17.273026787675917 leaf_count=1709 97 829 173 internal_value=0 9.05048e-05 -0.000885652 internal_weight=0 324.615 27.4259 internal_count=2808 2538 270 is_linear=0 shrinkage=0.0010839 Tree=1494 num_leaves=4 num_cat=0 split_feature=15 128 14 split_gain=20.981 21.5764 3.32313 threshold=-0.24219999999999997 0.086435000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012377872806047541 -2.9534245536100589e-06 -0.00038487363140555299 0.0003039598617930509 leaf_weight=16.980588629841805 324.46730326954275 13.47715908102691 19.081322379410267 leaf_count=89 2411 182 126 internal_value=0 -1.82052e-05 0.000219228 internal_weight=0 337.944 36.0619 internal_count=2808 2593 215 is_linear=0 shrinkage=0.000295965 Tree=1495 num_leaves=4 num_cat=0 split_feature=128 155 133 split_gain=19.145 19.9455 2.34266 threshold=0.086435000000000012 0.083500000000000005 -0.040084999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011537441515439449 -0.00055228365670945937 -0.0010230229451367323 -0.0014189094197502336 leaf_weight=321.8892692765221 4.7439625039696685 16.190362774766982 9.3700572708621603 leaf_count=2429 60 190 129 internal_value=0 6.08028e-05 -0.00112876 internal_weight=0 338.08 14.114 internal_count=2808 2619 189 is_linear=0 shrinkage=0.00100135 Tree=1496 num_leaves=4 num_cat=0 split_feature=52 147 52 split_gain=24.9709 30.3528 20.6071 threshold=-0.047784999999999987 0.086130000000000012 -0.11277999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013973842148345839 -0.00043681027226042947 0.00091234696440346342 0.0007604669299286868 leaf_weight=62.602414960972965 194.85975831467658 24.860781572759151 72.700425956398249 leaf_count=508 1923 94 355 internal_value=0 -0.000284091 0.000343996 internal_weight=0 219.721 135.303 internal_count=2880 2017 863 is_linear=0 shrinkage=0.00115024 Tree=1497 num_leaves=4 num_cat=0 split_feature=15 1 40 split_gain=27.3353 23.3859 21.5009 threshold=0.079360000000000014 1.0000000180025095e-35 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011609550291666588 0.0004006379303391155 0.00010443395048703993 -0.00025866421010580762 leaf_weight=89.745802180841565 7.0471082702279082 206.73489679023623 72.659658744931221 leaf_count=796 19 1010 1055 internal_value=0 3.76757e-05 -0.000200291 internal_weight=0 296.481 79.7068 internal_count=2880 1806 1074 is_linear=0 shrinkage=0.00036078 Tree=1498 num_leaves=4 num_cat=0 split_feature=52 447 4 split_gain=23.936 29.3835 20.047 threshold=-0.047784999999999987 0.084630000000000011 -0.4945199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013122037529080673 -0.00044405889345846183 0.0012706653311758212 0.0005140815512826235 leaf_weight=10.49282208830118 201.9274759599939 17.496871147304773 124.65426091384143 leaf_count=80 1949 68 783 internal_value=0 -0.000307228 0.000372123 internal_weight=0 219.424 135.147 internal_count=2880 2017 863 is_linear=0 shrinkage=0.00126996 Tree=1499 num_leaves=4 num_cat=0 split_feature=15 1 40 split_gain=27.9022 23.5951 20.9465 threshold=0.079360000000000014 1.0000000180025095e-35 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010248075176331112 0.00035240043688923627 9.461756017504496e-05 -0.00022967704555521755 leaf_weight=89.16805503424257 6.9378481209278098 207.03769787587225 72.349702746607363 leaf_count=796 19 1010 1055 internal_value=0 3.52815e-05 -0.000178671 internal_weight=0 296.206 79.2876 internal_count=2880 1806 1074 is_linear=0 shrinkage=0.000320362 Tree=1500 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=24.298 27.7626 22.4362 threshold=0.077800000000000022 -0.070894999999999986 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082054178761404835 -0.00077852848603112606 0.00028818009089930091 0.00027805146635190747 leaf_weight=77.245779260061681 26.524875372648239 40.398198942653835 213.73043006379157 leaf_count=1190 166 260 1225 internal_value=0 -0.000439829 0.000161349 internal_weight=0 117.644 240.255 internal_count=2841 1450 1391 is_linear=0 shrinkage=0.0010839 Tree=1501 num_leaves=4 num_cat=0 split_feature=1 0 52 split_gain=29.1962 27.2398 22.2659 threshold=0.077800000000000022 -0.059114999999999994 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026258508518333512 -0.00038594028704302887 7.50100504716405e-05 3.6593739599848555e-05 leaf_weight=99.853502840735018 14.095909327268599 34.270918399095535 235.47641646489501 leaf_count=1309 133 141 1258 internal_value=0 -0.000176326 1.27012e-05 internal_weight=0 134.124 249.572 internal_count=2841 1450 1391 is_linear=0 shrinkage=0.000326769 Tree=1502 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=23.4706 26.8849 21.4761 threshold=0.077800000000000022 -0.070894999999999986 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078231795216245688 -0.00073487378302725635 0.00026722802011925256 0.00025937067624798998 leaf_weight=76.564335170201957 26.487329497933388 40.486002652905881 213.59719306509942 leaf_count=1190 166 260 1225 internal_value=0 -0.000419311 0.000149631 internal_weight=0 117.05 240.085 internal_count=2841 1450 1391 is_linear=0 shrinkage=0.00104181 Tree=1503 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=27.6086 23.9448 22.1816 threshold=0.077800000000000022 0.0060400000000000011 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024339254768308819 4.4027422902013739e-05 3.7163717310527162e-05 -0.00024553177563339134 leaf_weight=92.059916933067143 219.61748078837991 39.660475742071867 27.06405209004879 leaf_count=1123 1159 327 232 internal_value=0 -0.000158925 1.22426e-05 internal_weight=0 131.72 246.682 internal_count=2841 1450 1391 is_linear=0 shrinkage=0.000301884 Tree=1504 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=27.1449 29.1827 6.02843 threshold=1.0000000180025095e-35 -0.10072999999999999 0.085815000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012579539972021594 0.00012095749432713084 -7.5189311859381134e-05 0.00032743808658168084 leaf_weight=84.765975721180439 29.506029523909092 249.49986048974097 21.374958124011755 leaf_count=389 145 2211 110 internal_value=0 -2.42176e-05 0.00020779 internal_weight=0 334.266 50.881 internal_count=2855 2600 255 is_linear=0 shrinkage=0.000295965 Tree=1505 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=22.5557 28.7139 threshold=0.064610000000000015 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00077727998685950738 -0.0015585569574107303 -9.2320377355986177e-05 leaf_weight=74.938811734318733 13.264661606401203 274.08893688675016 leaf_count=325 105 2425 internal_value=0 9.44215e-05 internal_weight=0 349.028 internal_count=2855 2750 is_linear=0 shrinkage=0.00124506 Tree=1506 num_leaves=4 num_cat=0 split_feature=123 3 133 split_gain=27.3013 30.5384 6.01444 threshold=1.0000000180025095e-35 -0.10072999999999999 0.085815000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001345335826710439 0.0001268055676423001 -7.8798942454923239e-05 0.00034067887880054971 leaf_weight=85.294432185590267 29.690531555563211 250.22793310042471 21.520348258316517 leaf_count=389 145 2211 110 internal_value=0 -2.45623e-05 0.000216775 internal_weight=0 335.522 51.2109 internal_count=2855 2600 255 is_linear=0 shrinkage=0.000307922 Tree=1507 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=21.7849 27.5077 threshold=0.064610000000000015 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00073148513165211416 -0.0014804396810802242 -8.678040577057745e-05 leaf_weight=74.872831229120493 13.129689328372477 274.41961140558124 leaf_count=325 105 2425 internal_value=0 8.86499e-05 internal_weight=0 349.292 internal_count=2855 2750 is_linear=0 shrinkage=0.00119671 Tree=1508 num_leaves=4 num_cat=0 split_feature=15 158 14 split_gain=21.7598 22.5746 2.14299 threshold=-0.34809999999999997 0.084965000000000027 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063019605209196201 -1.5108568009198082e-05 -0.0011903774508023402 0.001287946117454353 leaf_weight=13.336956452578308 308.53839237336069 25.308020083233714 15.305082898586987 leaf_count=81 2396 254 125 internal_value=0 -0.000104266 0.000982293 internal_weight=0 333.846 28.642 internal_count=2856 2650 206 is_linear=0 shrinkage=0.00119671 Tree=1509 num_leaves=4 num_cat=0 split_feature=4 150 14 split_gain=19.6379 22.7919 1.80922 threshold=0.48395000000000005 0.082085000000000019 -0.41992499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026680125553018273 0.00058484783913130599 0.00043984752330250522 0.0012392819919439088 leaf_weight=253.58885043673217 9.4605198502540606 83.499161135405302 15.317685533314942 leaf_count=2279 58 386 133 internal_value=0 -9.17442e-05 0.000990056 internal_weight=0 337.088 24.7782 internal_count=2856 2665 191 is_linear=0 shrinkage=0.00117324 Tree=1510 num_leaves=4 num_cat=0 split_feature=15 1 13 split_gain=21.191 21.8892 13.1396 threshold=0.085260000000000016 0.077020000000000019 -0.09547499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003751335416769188 0.00070578421941468736 0.00033492253621912079 -0.00091959097632958063 leaf_weight=93.978609532117844 8.6583227738738042 207.44132301397622 50.900823583826423 leaf_count=964 57 1052 783 internal_value=0 0.000113527 -0.000683154 internal_weight=0 301.42 59.5591 internal_count=2856 2016 840 is_linear=0 shrinkage=0.00122064 Tree=1511 num_leaves=4 num_cat=0 split_feature=15 1 40 split_gain=24.9789 26.9789 13.7946 threshold=0.085260000000000016 0.077020000000000019 -0.082804999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010550140533227544 0.0003135545523423366 9.5415520648330473e-05 -0.00022912773872580013 leaf_weight=99.567797624506056 5.2132310196757308 220.37206933647394 59.497374132275581 leaf_count=964 16 1052 824 internal_value=0 3.2886e-05 -0.000185328 internal_weight=0 319.94 64.7106 internal_count=2856 2016 840 is_linear=0 shrinkage=0.000320362 Tree=1512 num_leaves=4 num_cat=0 split_feature=50 1 12 split_gain=24.9758 27.7217 18.879 threshold=0.086500000000000007 0.077020000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037559798984930325 0.0007164934521446916 0.00034708654024167787 -0.0012681206811396058 leaf_weight=107.01027155295014 7.9147108830511561 204.21116735506803 31.673201981000602 leaf_count=1281 38 1053 467 internal_value=0 9.85911e-05 -0.000871188 internal_weight=0 311.221 39.5879 internal_count=2839 2334 505 is_linear=0 shrinkage=0.00115024 Tree=1513 num_leaves=4 num_cat=0 split_feature=50 1 12 split_gain=24.1793 26.5605 18.3314 threshold=0.086500000000000007 0.077020000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039899606469037972 0.00076432456669811826 0.00036789266820123445 -0.0013624570016191725 leaf_weight=106.59815593156964 7.8518772367388001 203.87041798885912 31.200046674348414 leaf_count=1281 38 1053 467 internal_value=0 0.000104576 -0.000934676 internal_weight=0 310.469 39.0519 internal_count=2839 2334 505 is_linear=0 shrinkage=0.00124506 Tree=1514 num_leaves=4 num_cat=0 split_feature=50 1 12 split_gain=23.4059 25.4467 17.7982 threshold=0.086500000000000007 0.077020000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037634157835904933 0.00072391848547032804 0.00034624760882276992 -0.001299687564224123 leaf_weight=106.19506113417447 7.7904814947396508 203.53797229379416 30.737114573828876 leaf_count=1281 38 1053 467 internal_value=0 9.84928e-05 -0.000890348 internal_weight=0 309.733 38.5276 internal_count=2839 2334 505 is_linear=0 shrinkage=0.00119671 Tree=1515 num_leaves=4 num_cat=0 split_feature=50 1 12 split_gain=22.6549 24.3784 17.2789 threshold=0.086500000000000007 0.077020000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031518420098277722 0.00060876280333045294 0.00028935771616037201 -0.0011007986426796827 leaf_weight=105.80079454183578 7.7304921429604283 203.21361832227558 30.284241816028953 leaf_count=1281 38 1053 467 internal_value=0 8.23671e-05 -0.000753019 internal_weight=0 309.014 38.0147 internal_count=2839 2334 505 is_linear=0 shrinkage=0.00102138 Tree=1516 num_leaves=4 num_cat=0 split_feature=403 484 1456 split_gain=22.8699 25.4273 24.5463 threshold=-1.0000000180025095e-35 0.079155000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031219011068960609 7.2144454043842555e-05 0.00035290117487794012 -0.00038356803365439268 leaf_weight=39.521959542296827 310.06136279087514 7.9690729836001983 14.271952004171906 leaf_count=650 1920 51 200 internal_value=0 -0.00020049 5.20699e-05 internal_weight=0 47.491 324.333 internal_count=2821 701 2120 is_linear=0 shrinkage=0.000339971 Tree=1517 num_leaves=4 num_cat=0 split_feature=403 1456 484 split_gain=23.0258 24.6282 24.3454 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028726888417344824 6.7573917634526211e-05 -0.00035234338210672199 0.00031303046168072897 leaf_weight=39.296491292305291 310.43208774272352 14.399085974320768 8.0082390485331398 leaf_count=650 1920 200 51 internal_value=0 4.89402e-05 -0.000185559 internal_weight=0 324.831 47.3047 internal_count=2821 2120 701 is_linear=0 shrinkage=0.00031408 Tree=1518 num_leaves=4 num_cat=0 split_feature=1456 403 49 split_gain=20.4384 21.5252 1.85348 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.0010999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006869826128572253 -0.0006580599785608695 0.00025703564301561983 -0.0016821314264205199 leaf_weight=42.8872673176229 3.8068235237151375 294.02972987201065 10.090069881640373 leaf_count=668 72 1920 161 internal_value=0 0.000136836 -0.00140289 internal_weight=0 336.917 13.8969 internal_count=2821 2588 233 is_linear=0 shrinkage=0.00124506 Tree=1519 num_leaves=4 num_cat=0 split_feature=1456 48 49 split_gain=19.7825 17.8879 1.85017 threshold=1.0000000180025095e-35 0.11978500000000002 -0.0010999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022073166141783126 -0.00068618360837752819 -0.0010376968087205337 -0.0017764531072028997 leaf_weight=315.53904376830906 3.7879147808998814 21.014375779777765 9.9138037255033833 leaf_count=2481 72 107 161 internal_value=0 0.000142101 -0.00147642 internal_weight=0 336.553 13.7017 internal_count=2821 2588 233 is_linear=0 shrinkage=0.00132126 Tree=1520 num_leaves=3 num_cat=0 split_feature=155 1 split_gain=19.6183 23.6116 threshold=0.10222000000000002 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9797113376698782e-05 -0.00045235673933175012 0.00014526374425375511 leaf_weight=235.41336925979704 10.620297894813119 127.94855416938663 leaf_count=2105 124 650 internal_value=0 2.53715e-05 internal_weight=0 363.362 internal_count=2879 2755 is_linear=0 shrinkage=0.00034677 Tree=1521 num_leaves=4 num_cat=0 split_feature=4 1348 160 split_gain=19.3885 21.5952 0.188238 threshold=0.51014500000000018 0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3542791429988964e-05 0.00034259475395191776 0.00030956494953163341 0.0002710421562717523 leaf_weight=345.71919832006097 8.5666721537709254 16.670795638114214 7.9317621625959864 leaf_count=2679 70 63 67 internal_value=0 -4.63636e-05 0.000308548 internal_weight=0 362.39 16.4984 internal_count=2879 2742 137 is_linear=0 shrinkage=0.000320362 Tree=1522 num_leaves=4 num_cat=0 split_feature=403 3 155 split_gain=19.5347 22.6538 22.1833 threshold=-1.0000000180025095e-35 -0.097454999999999986 0.10222000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018372046299316056 5.420742977796947e-05 -0.00030509186911003579 -0.00041956780419986607 leaf_weight=13.204768199473618 313.4528698977083 36.851624702103436 10.46314671076834 leaf_count=76 2069 614 120 internal_value=0 -0.000176123 3.88797e-05 internal_weight=0 50.0564 323.916 internal_count=2879 690 2189 is_linear=0 shrinkage=0.000320362 Tree=1523 num_leaves=3 num_cat=0 split_feature=155 3 split_gain=18.8354 20.3665 threshold=0.10222000000000002 -0.10106999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062131200441463213 -0.0015438844763315093 -6.887372527132366e-05 leaf_weight=75.461411127820611 10.062707748264073 267.12769996188581 leaf_count=342 124 2413 internal_value=0 8.31782e-05 internal_weight=0 342.589 internal_count=2879 2755 is_linear=0 shrinkage=0.00117324 Tree=1524 num_leaves=4 num_cat=0 split_feature=43 48 457 split_gain=22.1232 26.4927 23.6949 threshold=-0.075414999999999982 0.091545000000000015 0.069705000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012096928155260298 -0.00040910135362524891 0.0014554106824274412 0.00063087226320013756 leaf_weight=107.62227632571012 187.0069650253281 27.899160234257579 39.52711883559823 leaf_count=947 1629 148 143 internal_value=0 0.000395851 -0.000227602 internal_weight=0 135.521 226.534 internal_count=2867 1095 1772 is_linear=0 shrinkage=0.00122064 Tree=1525 num_leaves=4 num_cat=0 split_feature=43 150 48 split_gain=21.166 28.512 25.5285 threshold=-0.075414999999999982 0.082085000000000019 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011140625761986661 -0.00042533822068575335 0.00056386324205450584 0.0013485929772713064 leaf_weight=107.65045174397528 176.99342830386013 49.266681637614965 27.738148052245378 leaf_count=947 1576 196 148 internal_value=0 -0.000209917 0.000365033 internal_weight=0 226.26 135.389 internal_count=2867 1772 1095 is_linear=0 shrinkage=0.00115024 Tree=1526 num_leaves=4 num_cat=0 split_feature=43 150 48 split_gain=20.2538 27.3098 24.5908 threshold=-0.075414999999999982 0.082085000000000019 0.091545000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010465174461113539 -0.00040014227391492978 0.00053197165499791941 0.0012742966886344249 leaf_weight=107.67810050118715 176.77955260965973 49.069272555410862 27.584718577563763 leaf_count=947 1576 196 148 internal_value=0 -0.000197598 0.000343329 internal_weight=0 225.849 135.263 internal_count=2867 1772 1095 is_linear=0 shrinkage=0.00110557 Tree=1527 num_leaves=4 num_cat=0 split_feature=123 4 1 split_gain=24.7096 23.3994 7.18276 threshold=1.0000000180025095e-35 0.16173500000000005 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8609986258232071e-05 2.8828615444332367e-05 0.00013686566392780053 0.00032007998502892472 leaf_weight=262.51813654787838 13.964033499360083 74.839829310774803 32.728236351162195 leaf_count=2282 40 347 198 internal_value=0 -3.08036e-05 0.000233024 internal_weight=0 337.358 46.6923 internal_count=2867 2629 238 is_linear=0 shrinkage=0.000339971 Tree=1528 num_leaves=4 num_cat=0 split_feature=0 151 4 split_gain=19.9013 27.7153 24.0496 threshold=-0.017269999999999997 -0.52054499999999992 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023331199064365767 -0.00040781516093731042 -4.7544455958169662e-05 0.00099310556932956633 leaf_weight=6.8960996866226187 22.595578633248806 277.26803779881448 50.131240891292691 leaf_count=52 138 2465 196 internal_value=0 -0.000103164 0.000557859 internal_weight=0 284.164 72.7268 internal_count=2851 2517 334 is_linear=0 shrinkage=0.00112769 Tree=1529 num_leaves=4 num_cat=0 split_feature=0 151 4 split_gain=19.1285 26.7206 23.1956 threshold=-0.017269999999999997 -0.52054499999999992 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020826717329914435 -0.00036161811042206919 -4.2100890146442342e-05 0.00088673718822610578 leaf_weight=6.841081913560628 22.5631153434515 277.2406655838713 49.71643266454339 leaf_count=52 138 2465 196 internal_value=0 -9.13773e-05 0.000497052 internal_weight=0 284.082 72.2795 internal_count=2851 2517 334 is_linear=0 shrinkage=0.00102138 Tree=1530 num_leaves=4 num_cat=0 split_feature=0 151 4 split_gain=18.3843 25.7548 22.3701 threshold=-0.017269999999999997 -0.52054499999999992 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026025591377132925 -0.00044897777859736126 -5.2201694075444658e-05 0.0011085633452175764 leaf_weight=6.7881616428494445 22.531472243368626 277.21395427267998 49.309194786474109 leaf_count=52 138 2465 196 internal_value=0 -0.000113331 0.00062008 internal_weight=0 284.002 71.8407 internal_count=2851 2517 334 is_linear=0 shrinkage=0.00129536 Tree=1531 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=21.8023 22.1745 9.32592 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.031559999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013741213702299755 0.00028331615180779185 -6.0541283542128011e-05 -2.8172114614798796e-05 leaf_weight=67.628970306366682 35.424389038234949 259.36930483672768 12.263718791306017 leaf_count=361 195 2235 60 internal_value=0 -1.95954e-05 0.000203233 internal_weight=0 326.998 47.6881 internal_count=2851 2596 255 is_linear=0 shrinkage=0.000307922 Tree=1532 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=21.0922 20.9126 threshold=0.09309000000000002 -0.12877499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048474798603333826 -0.0015299900627790337 -7.5851897518194953e-05 leaf_weight=102.22047772817314 8.9425284750759584 245.98835355835035 leaf_count=417 53 2424 internal_value=0 8.87358e-05 internal_weight=0 348.209 internal_count=2894 2841 is_linear=0 shrinkage=0.00104181 Tree=1533 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=25.292 23.6497 15.23 threshold=0.099250000000000019 0.086665000000000006 -0.35826999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6248564028783427e-05 -0.00016883444470393522 0.00014115246873528823 0.00013455988877453281 leaf_weight=189.78981807641685 14.25944387167692 43.759539101272821 130.63672009110451 leaf_count=2004 89 130 671 internal_value=0 -4.3633e-05 0.000104684 internal_weight=0 233.549 144.896 internal_count=2894 2134 760 is_linear=0 shrinkage=0.000278894 Tree=1534 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=20.1104 20.7876 threshold=0.09309000000000002 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.7118626627225522e-05 -0.0017482826291538368 0.00066168434740605732 leaf_weight=271.27638650406152 8.961704205721615 76.930524468421936 leaf_count=2479 53 362 internal_value=0 0.000101716 internal_weight=0 348.207 internal_count=2894 2841 is_linear=0 shrinkage=0.00122064 Tree=1535 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=19.1974 19.9478 threshold=0.09309000000000002 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.4034148732853425e-05 -0.0013458003223792052 0.00051200601257672413 leaf_weight=271.23625876521692 8.9739457294344884 76.637564541772008 leaf_count=2479 53 362 internal_value=0 7.84844e-05 internal_weight=0 347.874 internal_count=2894 2841 is_linear=0 shrinkage=0.000962469 Tree=1536 num_leaves=3 num_cat=0 split_feature=482 31 split_gain=17.8378 17.8248 threshold=0.09939000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012083478004518344 -0.0015353557410928179 -9.7009385274930708e-06 leaf_weight=13.569955185055731 7.9722201265394679 322.57746131438762 leaf_count=86 98 2638 internal_value=0 3.95364e-05 internal_weight=0 336.147 internal_count=2822 2724 is_linear=0 shrinkage=0.00104181 Tree=1537 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=17.1381 21.3598 threshold=-0.016839999999999997 0.089765000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0011714952717449363 -0.00036939845917336275 0.00018909649163656843 leaf_weight=14.121308863162993 139.3903395337984 190.21445425413549 leaf_count=94 1459 1269 internal_value=0 -4.70995e-05 internal_weight=0 329.605 internal_count=2822 2728 is_linear=0 shrinkage=0.0010839 Tree=1538 num_leaves=3 num_cat=0 split_feature=482 42 split_gain=16.8587 17.7469 threshold=0.098715000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00049238887180115933 -0.0015740462218000438 0.00016250534355778743 leaf_weight=62.065950503572822 8.0705250538885576 272.85340135730803 leaf_count=759 103 1960 internal_value=0 4.11217e-05 internal_weight=0 334.919 internal_count=2822 2719 is_linear=0 shrinkage=0.00110557 Tree=1539 num_leaves=3 num_cat=0 split_feature=1373 49 split_gain=16.7924 18.5209 threshold=0.085550000000000015 -0.026279999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00053095178047077285 -0.0016779678827229636 -0.00012387902643093461 leaf_weight=87.002565059810877 8.6099195852875692 247.05316530913115 leaf_count=392 58 2372 internal_value=0 4.66878e-05 internal_weight=0 334.056 internal_count=2822 2764 is_linear=0 shrinkage=0.00122064 Tree=1540 num_leaves=4 num_cat=0 split_feature=133 403 13 split_gain=23.8997 21.7948 1.06307 threshold=-0.39975999999999995 -1.0000000180025095e-35 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020064740860504518 -0.00069552318815647182 0.00020124588910688777 -0.0012787498427057123 leaf_weight=5.5446083657443523 42.590256494469941 299.66350881103426 5.863658703863619 leaf_count=50 685 2050 111 internal_value=0 8.96189e-05 -0.0016352 internal_weight=0 342.254 11.4083 internal_count=2896 2735 161 is_linear=0 shrinkage=0.00117324 Tree=1541 num_leaves=4 num_cat=0 split_feature=133 403 13 split_gain=23.2081 21.3225 1.02378 threshold=-0.39975999999999995 -0.092224999999999988 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022003108005582018 -0.0012545770832765564 0.00017424092667799252 -0.0014049298215093556 leaf_weight=5.4583000475540757 18.510317445732653 323.38851751666516 5.7615953003987652 leaf_count=50 350 2385 111 internal_value=0 9.68193e-05 -0.00179495 internal_weight=0 341.899 11.2199 internal_count=2896 2735 161 is_linear=0 shrinkage=0.00129536 Tree=1542 num_leaves=4 num_cat=0 split_feature=133 403 13 split_gain=22.7991 23.7967 0.96134 threshold=-0.39975999999999995 -1.0000000180025095e-35 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050020539253527597 -0.0001830729011517579 5.0398851026758817e-05 -0.0003235478905429813 leaf_weight=5.5174444448202848 45.486771758645773 316.50872907508165 6.1106589008122665 leaf_count=50 685 2050 111 internal_value=0 2.10537e-05 -0.000408053 internal_weight=0 361.996 11.6281 internal_count=2896 2735 161 is_linear=0 shrinkage=0.000301884 Tree=1543 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=23.6785 25.048 16.6152 threshold=0.10100500000000003 -0.12032499999999997 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016918086515990035 0.00018991097639583601 -0.00011321110709520737 -7.7466670496204314e-05 leaf_weight=47.070464063435793 107.41577985137701 190.85425560642034 37.761117953807116 leaf_count=178 564 1972 182 internal_value=0 -5.73343e-05 0.000120364 internal_weight=0 237.925 145.177 internal_count=2896 2150 746 is_linear=0 shrinkage=0.00034677 Tree=1544 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=18.8361 20.2593 9.10287 threshold=1.0000000180025095e-35 -0.10072999999999999 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035700875849107975 -0.00017723975902345646 -0.00027771309133142616 0.00094076677633654529 leaf_weight=75.865226263180375 11.218191012740133 225.60339661827311 30.733004804700613 leaf_count=389 34 2198 215 internal_value=0 -0.000117971 0.000641855 internal_weight=0 301.469 41.9512 internal_count=2836 2587 249 is_linear=0 shrinkage=0.00106264 Tree=1545 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=18.1857 19.3785 8.90943 threshold=1.0000000180025095e-35 -0.10072999999999999 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032898611746159478 -0.0001631896951781724 -0.00025614588428169154 0.00088119007789078097 leaf_weight=75.839578924700618 11.224154435098169 225.32493853662163 30.23071126639843 leaf_count=389 34 2198 215 internal_value=0 -0.000108786 0.000598473 internal_weight=0 301.165 41.4549 internal_count=2836 2587 249 is_linear=0 shrinkage=0.00100135 Tree=1546 num_leaves=4 num_cat=0 split_feature=123 3 1 split_gain=17.5565 18.5356 8.71947 threshold=1.0000000180025095e-35 -0.10072999999999999 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043298615031897179 -0.00021460226232748465 -0.00033741756681180285 0.0011787838929373515 leaf_weight=75.814866967499256 11.229944340884684 225.05390082206577 29.738398835062981 leaf_count=389 34 2198 215 internal_value=0 -0.000143271 0.000796917 internal_weight=0 300.869 40.9683 internal_count=2836 2587 249 is_linear=0 shrinkage=0.00134769 Tree=1547 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=21.4473 18.6313 13.3646 threshold=0.27058000000000004 -0.09547499999999999 0.036755000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030733717842371133 0.00023069748368301376 -5.5151177591555124e-05 -0.00012542954193276075 leaf_weight=13.507262285798786 47.668546220287681 289.40470301359892 12.011989466845987 leaf_count=45 300 2442 49 internal_value=0 -3.8969e-05 0.000159002 internal_weight=0 302.912 59.6805 internal_count=2836 2487 349 is_linear=0 shrinkage=0.000301884 Tree=1548 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=21.3019 19.2182 18.8945 threshold=0.10100500000000003 -0.11516999999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011992104195731678 0.00013621856362307572 -0.00012067037227135558 -0.0002358166644673837 leaf_weight=43.802700199186802 116.3461500685662 185.6366154467687 16.646141685545444 leaf_count=188 658 1926 66 internal_value=0 -7.47324e-05 8.96252e-05 internal_weight=0 229.439 132.992 internal_count=2838 2114 724 is_linear=0 shrinkage=0.000326769 Tree=1549 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=17.3003 17.963 threshold=-0.41122499999999995 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015838370433219949 -0.00020004209821733132 0.00031383620632006521 leaf_weight=8.1231421921402198 214.58510338049382 119.61309901811182 leaf_count=100 2051 687 internal_value=0 -1.61122e-05 internal_weight=0 334.198 internal_count=2838 2738 is_linear=0 shrinkage=0.00106264 Tree=1550 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=16.8807 17.2085 threshold=-0.41122499999999995 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0015792227182901276 -0.0001958322271718092 0.00030776951920770575 leaf_weight=7.9659770289435974 214.28551404830068 119.23982507176697 leaf_count=100 2051 687 internal_value=0 -1.57805e-05 internal_weight=0 333.525 internal_count=2838 2738 is_linear=0 shrinkage=0.00106264 Tree=1551 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=17.0453 19.076 threshold=0.073890000000000011 -0.094744999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00049312568060006922 -0.0011660470616739632 -0.00011693743373069677 leaf_weight=60.567051501013339 12.621325913816689 267.49122348893434 leaf_count=319 102 2417 internal_value=0 -4.2837e-06 internal_weight=0 328.058 internal_count=2838 2736 is_linear=0 shrinkage=0.000981718 Tree=1552 num_leaves=4 num_cat=0 split_feature=4 457 15 split_gain=21.1366 24.8419 0.197809 threshold=0.50666500000000003 0.069705000000000003 -0.46986499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7286776764996639e-05 0.0002978073883790979 0.00020158636975183651 0.00036323345246733424 leaf_weight=303.43510870542377 10.511743098497393 57.516186859458685 12.069395940750836 leaf_count=2455 92 228 69 internal_value=0 7.85379e-07 0.000333054 internal_weight=0 360.951 22.5811 internal_count=2844 2683 161 is_linear=0 shrinkage=0.000333305 Tree=1553 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=20.9899 25.5061 13.3046 threshold=0.069705000000000003 -0.094744999999999982 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001748768153426613 -2.2697641000349411e-05 -5.8273098498304845e-05 0.00032160992621222203 leaf_weight=65.925447622314095 18.414285752922297 248.74142060987651 38.57405624166131 leaf_count=343 87 2271 143 internal_value=0 -9.41852e-06 0.000210386 internal_weight=0 314.667 56.9883 internal_count=2844 2614 230 is_linear=0 shrinkage=0.000333305 Tree=1554 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=20.4016 26.4143 13.772 threshold=0.069705000000000003 -0.094744999999999982 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017339537030270415 -2.8324614819507875e-05 -5.8167446597842767e-05 0.00031384312540898979 leaf_weight=66.528806725516915 18.623684566468 250.94006309192628 38.541504517197609 leaf_count=343 87 2271 143 internal_value=0 -9.63361e-06 0.000202397 internal_weight=0 317.469 57.1652 internal_count=2844 2614 230 is_linear=0 shrinkage=0.000326769 Tree=1555 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=18.5452 18.4854 threshold=0.08920500000000002 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017312144526403223 -0.0014919769029172829 -0.0011353438631947887 leaf_weight=328.85512768384069 8.5474100131541473 13.174626160413025 leaf_count=2529 51 264 internal_value=0 0.00012266 internal_weight=0 342.03 internal_count=2844 2793 is_linear=0 shrinkage=0.0010839 Tree=1556 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=28.4186 32.5454 3.99636 threshold=0.12856000000000004 0.069705000000000003 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010195599429344094 0.00034691002999659166 0.00016983370948089066 0.00014499734176674208 leaf_weight=260.06098362896591 16.783854611217976 54.715337924659252 25.201606392860413 leaf_count=2337 131 229 109 internal_value=0 -5.47053e-05 0.000225834 internal_weight=0 314.776 41.9855 internal_count=2806 2566 240 is_linear=0 shrinkage=0.000320362 Tree=1557 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=22.7562 28.701 4.23566 threshold=0.12856000000000004 0.069705000000000003 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028346972703563683 0.0010005264819848998 0.00047243642257974633 0.00036470161799464243 leaf_weight=244.9783795485273 14.613333500921724 52.1160047352314 23.254223361611366 leaf_count=2337 131 229 109 internal_value=0 -0.000150848 0.000610451 internal_weight=0 297.094 37.8676 internal_count=2806 2566 240 is_linear=0 shrinkage=0.000925095 Tree=1558 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=21.9201 27.4818 4.22222 threshold=0.12856000000000004 0.069705000000000003 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035194959334139484 0.0012646544618636236 0.00058724471273988404 0.00045415335947947001 leaf_weight=244.63131408579648 14.336819283664225 51.98303173109889 23.153438098728657 leaf_count=2337 131 229 109 internal_value=0 -0.000187324 0.000764587 internal_weight=0 296.614 37.4903 internal_count=2806 2566 240 is_linear=0 shrinkage=0.00117324 Tree=1559 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=20.5466 28.3057 23.8643 threshold=0.088885000000000006 -1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044046803663416972 0.00024073665587982701 -0.00066957793500975406 -0.0013425900307755378 leaf_weight=34.761796979233623 185.04920281004161 102.06421254016459 11.39334027096629 leaf_count=206 1253 1266 81 internal_value=0 -0.000387539 0.000148785 internal_weight=0 136.826 196.443 internal_count=2806 1472 1334 is_linear=0 shrinkage=0.00106264 Tree=1560 num_leaves=4 num_cat=0 split_feature=484 41 12 split_gain=21.6559 21.6959 5.42835 threshold=-0.0048899999999999994 0.082980000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040539280839328956 0.00027809945867691971 -0.0014850388730723672 -0.0013401389287280448 leaf_weight=4.4132819548249271 291.36713469773531 15.63083868101239 26.556739096064121 leaf_count=21 2263 100 429 internal_value=0 0.000188242 -0.0010913 internal_weight=0 306.998 30.97 internal_count=2813 2363 450 is_linear=0 shrinkage=0.00145878 Tree=1561 num_leaves=4 num_cat=0 split_feature=484 41 1 split_gain=20.8737 20.7787 5.42195 threshold=-0.0048899999999999994 0.082980000000000012 0.094695000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015231092508079316 0.00025114346908301549 -0.0013450681817348926 -0.00038611713113782825 leaf_weight=16.426070177461956 291.38467864692211 15.586483813822268 14.223003625869749 leaf_count=360 2263 100 90 internal_value=0 0.000170017 -0.000996046 internal_weight=0 306.971 30.6491 internal_count=2813 2363 450 is_linear=0 shrinkage=0.00134769 Tree=1562 num_leaves=4 num_cat=0 split_feature=484 11 1 split_gain=20.1291 20.2663 5.42241 threshold=-0.0048899999999999994 0.08184000000000001 0.094695000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012223823247270102 0.00021105965744993232 -0.00086854646511829055 -0.00030358246759882353 leaf_weight=16.095542004797611 284.96032578870654 21.986337784677744 14.223070919513701 leaf_count=360 2222 141 90 internal_value=0 0.000133679 -0.000791817 internal_weight=0 306.947 30.3186 internal_count=2813 2363 450 is_linear=0 shrinkage=0.0010839 Tree=1563 num_leaves=4 num_cat=0 split_feature=484 1213 12 split_gain=19.9683 20.4124 6.61713 threshold=-0.0048899999999999994 -0.082704999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011684477921256359 -0.00035856764067663768 5.1314809318927119e-05 -0.00028975835657181747 leaf_weight=4.8189886733889571 12.967162878252564 313.58700009435415 27.463290823623538 leaf_count=21 238 2125 429 internal_value=0 3.50187e-05 -0.000229029 internal_weight=0 326.554 32.2823 internal_count=2813 2363 450 is_linear=0 shrinkage=0.000320362 Tree=1564 num_leaves=4 num_cat=0 split_feature=1 11 4 split_gain=18.161 16.2318 4.64487 threshold=0.12313000000000002 0.088315000000000018 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2418015401808601e-06 0.00037167875094846906 -0.0010753519845330603 0.0010470558531001095 leaf_weight=285.91476867906749 27.344944778829813 15.636149678379295 17.390277883037925 leaf_count=2489 118 93 163 internal_value=0 -6.26905e-05 0.000634558 internal_weight=0 301.551 44.7352 internal_count=2863 2582 281 is_linear=0 shrinkage=0.00102138 Tree=1565 num_leaves=4 num_cat=0 split_feature=1 51 2 split_gain=23.152 20.7362 10.8376 threshold=0.10400500000000001 -0.10433999999999997 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036015464173604804 7.9872098581822024e-05 -2.2131813904225773e-05 0.00034380793332413224 leaf_weight=21.17474852502346 103.11061497591436 226.28404568973929 19.788114544004202 leaf_count=214 532 2005 112 internal_value=0 -5.10816e-05 0.000122416 internal_weight=0 247.459 122.899 internal_count=2863 2219 644 is_linear=0 shrinkage=0.000326769 Tree=1566 num_leaves=4 num_cat=0 split_feature=1 50 4 split_gain=17.5973 15.7528 4.64688 threshold=0.12313000000000002 0.10124500000000002 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3428007791376206e-06 0.00047232705212050554 -0.0012578084945321511 0.0013511936253264782 leaf_weight=283.32248916849494 27.285403531044722 18.573092267848551 17.091358829289675 leaf_count=2278 118 304 163 internal_value=0 -7.96557e-05 0.000811251 internal_weight=0 301.896 44.3768 internal_count=2863 2582 281 is_linear=0 shrinkage=0.00132126 Tree=1567 num_leaves=4 num_cat=0 split_feature=1 13 52 split_gain=23.0725 20.985 11.5193 threshold=0.10400500000000001 -0.4706749999999999 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038165205499483021 -0.00017518088056689012 -6.6342227777871132e-05 0.00014634323889119999 leaf_weight=10.329348944127558 11.658613089472054 236.21282804943621 111.16146151348948 leaf_count=21 80 2198 564 internal_value=0 -4.75446e-05 0.0001158 internal_weight=0 246.542 122.82 internal_count=2863 2219 644 is_linear=0 shrinkage=0.000307922 Tree=1568 num_leaves=3 num_cat=0 split_feature=156 13 split_gain=18.2153 18.354 threshold=0.11896500000000002 0.26891500000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.9500412473493244e-05 -0.0017400960535212376 -0.0017274202880576209 leaf_weight=321.52864216221496 8.7906761448830348 8.526939118281005 leaf_count=2725 90 64 internal_value=0 3.49666e-06 internal_weight=0 330.056 internal_count=2879 2789 is_linear=0 shrinkage=0.00119671 Tree=1569 num_leaves=4 num_cat=0 split_feature=13 160 0 split_gain=17.6978 18.4116 3.87527 threshold=-0.24921999999999997 -0.40187499999999993 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035014873054738137 -0.0014290058703453846 -5.8087336868687691e-05 0.0012351936079787581 leaf_weight=11.943950753659012 14.107770049944518 296.76407276652753 15.887248100712894 leaf_count=81 235 2492 71 internal_value=0 -0.000120385 0.000855871 internal_weight=0 310.872 27.8312 internal_count=2879 2727 152 is_linear=0 shrinkage=0.00117324 Tree=1570 num_leaves=4 num_cat=0 split_feature=123 13 1 split_gain=21.0974 24.3198 9.88055 threshold=1.0000000180025095e-35 -0.09812499999999999 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015238655482682607 -6.2251266506170238e-05 -8.2943034264960588e-05 0.0002934113203644852 leaf_weight=57.306618099100888 11.21204052120447 257.60290648695081 32.478583676740527 leaf_count=298 36 2327 218 internal_value=0 -4.01116e-05 0.000202153 internal_weight=0 314.91 43.6906 internal_count=2879 2625 254 is_linear=0 shrinkage=0.000326769 Tree=1571 num_leaves=3 num_cat=0 split_feature=156 13 split_gain=17.6764 17.572 threshold=0.11896500000000002 0.26891500000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5538021036487192e-05 -0.0015932879652013055 -0.0015640360587894392 leaf_weight=321.3860046165064 8.672252716496585 8.490816390141843 leaf_count=2725 90 64 internal_value=0 4.02051e-06 internal_weight=0 329.877 internal_count=2879 2789 is_linear=0 shrinkage=0.00110557 Tree=1572 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=18.36 23.4782 5.71843 threshold=0.28937500000000005 -0.12877499999999997 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041446730876723483 4.3107089707847168e-05 -0.00029746404043903038 0.0008499462113963494 leaf_weight=68.980192394927144 14.442692093551157 216.21383569017053 31.666201010346413 leaf_count=281 64 2250 241 internal_value=0 -0.000125252 0.000597342 internal_weight=0 285.194 46.1089 internal_count=2836 2531 305 is_linear=0 shrinkage=0.00106264 Tree=1573 num_leaves=4 num_cat=0 split_feature=4 12 150 split_gain=25.3228 23.5331 4.63171 threshold=0.28937500000000005 0.084055000000000005 0.082590000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4420503078049499e-05 0.00013237761719643194 -0.00012377327300478055 0.00033368556351777179 leaf_weight=151.53105883207172 37.057107919827104 151.68490909319371 14.49896105751395 leaf_count=686 231 1845 74 internal_value=0 -3.97215e-05 0.000189093 internal_weight=0 303.216 51.5561 internal_count=2836 2531 305 is_linear=0 shrinkage=0.000301884 Tree=1574 num_leaves=3 num_cat=0 split_feature=51 160 split_gain=17.9087 18.645 threshold=-0.41122499999999995 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018466931102017298 -0.001544552286174138 7.8848245056189697e-05 leaf_weight=8.4962230743840319 11.8263565110974 310.44683541357517 leaf_count=103 214 2519 internal_value=0 1.91869e-05 internal_weight=0 322.273 internal_count=2836 2733 is_linear=0 shrinkage=0.00126996 Tree=1575 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=23.9275 25.1044 5.41481 threshold=0.28937500000000005 -0.12877499999999997 -0.18022999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001092066809753626 3.3091605752990125e-05 -8.409250186501353e-05 0.00023570720923820368 leaf_weight=71.308689039200544 15.376456059515474 228.70803899876773 34.932847045361996 leaf_count=281 64 2250 241 internal_value=0 -3.81447e-05 0.000173816 internal_weight=0 300.017 50.3093 internal_count=2836 2531 305 is_linear=0 shrinkage=0.000284472 Tree=1576 num_leaves=4 num_cat=0 split_feature=51 51 1 split_gain=21.5611 23.4789 10.862 threshold=-0.10433999999999997 -0.09021499999999999 0.10413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046911817199157271 0.00037772507578323828 -6.4347185007106989e-06 -5.5622565859841308e-05 leaf_weight=18.490799153223634 22.200796652585268 304.32205491885543 14.956271974369882 leaf_count=214 83 2450 92 internal_value=0 1.97055e-05 -0.000284356 internal_weight=0 326.523 33.4471 internal_count=2839 2533 306 is_linear=0 shrinkage=0.00036078 Tree=1577 num_leaves=4 num_cat=0 split_feature=51 51 1 split_gain=21.2934 22.9568 11.0386 threshold=-0.10433999999999997 -0.09021499999999999 0.10413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040917456339365269 0.00032511724267107528 -5.6941999303491826e-06 -4.6518769113993187e-05 leaf_weight=18.414015166461468 22.181036493740976 304.89506258722395 15.040785228833554 leaf_count=214 83 2450 92 internal_value=0 1.67578e-05 -0.000246249 internal_weight=0 327.076 33.4548 internal_count=2839 2533 306 is_linear=0 shrinkage=0.00031408 Tree=1578 num_leaves=4 num_cat=0 split_feature=51 51 2 split_gain=21.7155 23.7091 10.3811 threshold=-0.10433999999999997 -0.09021499999999999 0.10959000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012928874498582218 0.0011137667301070308 -1.9075115242120106e-05 -4.8166876355693775e-05 leaf_weight=20.256562009453777 21.541483773849905 286.50684446329251 11.341941985301672 leaf_count=187 83 2450 119 internal_value=0 6.02074e-05 -0.000846407 internal_weight=0 308.048 31.5985 internal_count=2839 2533 306 is_linear=0 shrinkage=0.00104181 Tree=1579 num_leaves=4 num_cat=0 split_feature=51 51 2 split_gain=20.9061 22.6886 10.1215 threshold=-0.10433999999999997 -0.09021499999999999 0.10959000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013569862128684491 0.0011569255579384175 -1.9789037700935282e-05 -4.9973051329994418e-05 leaf_weight=20.024491062387828 21.514325378462672 286.50154677033424 11.341373380273579 leaf_count=187 83 2450 119 internal_value=0 6.24689e-05 -0.00088471 internal_weight=0 308.016 31.3659 internal_count=2839 2533 306 is_linear=0 shrinkage=0.00110557 Tree=1580 num_leaves=4 num_cat=0 split_feature=123 3 43 split_gain=17.8559 19.9261 6.65657 threshold=1.0000000180025095e-35 -0.10072999999999999 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039435276549155615 0.0010072834328797341 -0.00036070680910695811 -0.0001153338847883877 leaf_weight=71.674703344702721 29.847410790622234 221.78325597383082 11.275133563205598 leaf_count=380 182 2255 63 internal_value=0 -0.000176276 0.000699569 internal_weight=0 293.458 41.1225 internal_count=2880 2635 245 is_linear=0 shrinkage=0.00124506 Tree=1581 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=22.1932 21.934 6.40521 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012989484918566303 0.00027450295723343112 -9.0604157346982193e-05 -5.7563315522421654e-06 leaf_weight=59.722379826940596 32.432721965014935 248.72991776932031 11.899737440049647 leaf_count=332 182 2303 63 internal_value=0 -4.79059e-05 0.000199306 internal_weight=0 308.452 44.3325 internal_count=2880 2635 245 is_linear=0 shrinkage=0.000326769 Tree=1582 num_leaves=4 num_cat=0 split_feature=123 3 2 split_gain=17.2622 19.0947 6.53421 threshold=1.0000000180025095e-35 -0.10072999999999999 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037816202081716269 4.4213073133289665e-05 -0.00034637837033298449 0.0010542007416140806 leaf_weight=71.714046902954578 15.215250223875044 221.67677544057369 25.595327626913786 leaf_count=380 103 2255 142 internal_value=0 -0.000169265 0.000677848 internal_weight=0 293.391 40.8106 internal_count=2880 2635 245 is_linear=0 shrinkage=0.00122064 Tree=1583 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=16.6004 18.9481 6.57731 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040689429792367459 0.00084637519501807766 -0.00027668015423512788 -0.0001105661849150788 leaf_weight=56.778304751031101 29.280700154602528 236.27274775225669 11.20947386138141 leaf_count=332 182 2303 63 internal_value=0 -0.000144221 0.000581524 internal_weight=0 293.051 40.4902 internal_count=2880 2635 245 is_linear=0 shrinkage=0.00106264 Tree=1584 num_leaves=3 num_cat=0 split_feature=151 1213 split_gain=19.3672 19.8593 threshold=-0.29526499999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018354813185149973 -0.0010566813303797469 0.00017953807885415845 leaf_weight=9.0023786313831788 23.510169508401304 297.5149564081803 leaf_count=62 430 2275 internal_value=0 8.89465e-05 internal_weight=0 321.025 internal_count=2767 2705 is_linear=0 shrinkage=0.00129536 Tree=1585 num_leaves=3 num_cat=0 split_feature=151 1213 split_gain=18.5414 19.1786 threshold=-0.29526499999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017975417490995341 -0.0010466908679637712 0.0001755084709924962 leaf_weight=8.9867910332977754 23.205856095999479 297.51993536250666 leaf_count=62 430 2275 internal_value=0 8.70202e-05 internal_weight=0 320.726 internal_count=2767 2705 is_linear=0 shrinkage=0.00129536 Tree=1586 num_leaves=4 num_cat=0 split_feature=13 130 0 split_gain=19.6831 18.2277 3.84395 threshold=-0.24242999999999995 -0.068249999999999991 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014208607770066218 0.00025848106555578684 -4.3022585293948191e-05 0.00039573438694060701 leaf_weight=13.655189480632545 27.423424925655127 292.11423897463828 16.582653304561973 leaf_count=77 139 2484 67 internal_value=0 -1.7133e-05 0.000281351 internal_weight=0 319.538 30.2378 internal_count=2767 2623 144 is_linear=0 shrinkage=0.000353706 Tree=1587 num_leaves=4 num_cat=0 split_feature=13 130 0 split_gain=20.736 19.1639 3.69663 threshold=-0.24242999999999995 -0.068249999999999991 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013619938363542271 0.00023884648049056942 -4.1624987825911977e-05 0.00036031054497024501 leaf_weight=13.889170065522196 27.310641415417194 293.65547756571323 16.635920908302069 leaf_count=77 139 2484 67 internal_value=0 -1.77472e-05 0.000258487 internal_weight=0 320.966 30.5251 internal_count=2767 2623 144 is_linear=0 shrinkage=0.000320362 Tree=1588 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=18.7564 20.7527 threshold=0.27179500000000006 -0.11327499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0005345036061861941 -0.0014031484802441707 -7.5899175847856499e-05 leaf_weight=67.866772819310427 8.7507876567542535 256.51272152457386 leaf_count=306 53 2451 internal_value=0 5.18334e-05 internal_weight=0 324.379 internal_count=2810 2757 is_linear=0 shrinkage=0.000981718 Tree=1589 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=17.9744 19.8689 threshold=0.27179500000000006 -0.11327499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00067721047464303248 -0.0017793858800448311 -9.6000132002981397e-05 leaf_weight=67.740201558917761 8.7269733287394029 256.46393049694598 leaf_count=306 53 2451 internal_value=0 6.55872e-05 internal_weight=0 324.204 internal_count=2810 2757 is_linear=0 shrinkage=0.00126996 Tree=1590 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=19.277 22.6398 8.87944 threshold=0.28937500000000005 0.08184000000000001 -0.22495999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.3363215401497407e-06 -7.4868588727833779e-05 -0.00043963488619896518 0.00026760244868669384 leaf_weight=287.64124392811209 11.594996504485605 15.476365305483339 42.230936169624329 leaf_count=2380 47 117 266 internal_value=0 -3.13325e-05 0.000193828 internal_weight=0 303.118 53.8259 internal_count=2810 2497 313 is_linear=0 shrinkage=0.00034677 Tree=1591 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=17.2152 19.0379 threshold=0.27179500000000006 -0.11327499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00063734930571409895 -0.0016759469218365127 -9.0334219483688256e-05 leaf_weight=67.668536640703678 8.7068537548184377 256.79754772642627 leaf_count=306 53 2451 internal_value=0 6.14553e-05 internal_weight=0 324.466 internal_count=2810 2757 is_linear=0 shrinkage=0.00122064 Tree=1592 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=23.725 29.7802 25.0479 threshold=-0.070894999999999986 1.0000000180025095e-35 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00072223501725885721 -0.00061646106823158131 4.9137341621237484e-05 0.00055752223186890035 leaf_weight=68.323646542616189 20.52717312425375 144.15384695678949 93.242602611891925 leaf_count=1167 129 899 593 internal_value=0 -0.000198946 0.000345636 internal_weight=0 212.477 113.77 internal_count=2788 2066 722 is_linear=0 shrinkage=0.000962469 Tree=1593 num_leaves=4 num_cat=0 split_feature=0 2 4 split_gain=24.5978 26.0049 24.2345 threshold=-0.070894999999999986 0.10041500000000002 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013846624878950108 -0.00018966075785020376 8.4195831726871555e-05 0.00017425299447980754 leaf_weight=148.10272896988317 21.075442180037498 74.85582213383168 97.800344558432698 leaf_count=1671 129 395 593 internal_value=0 -6.37092e-05 0.000109715 internal_weight=0 222.959 118.876 internal_count=2788 2066 722 is_linear=0 shrinkage=0.000307922 Tree=1594 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=24.4449 33.4944 24.0782 threshold=-0.070894999999999986 1.0000000180025095e-35 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021821105790134756 -0.00017210755405133916 1.688816477299109e-05 0.00015874979909565455 leaf_weight=72.396106777712703 21.661777101457119 151.91457214299589 99.480005974881351 leaf_count=1167 129 899 593 internal_value=0 -5.9002e-05 9.95703e-05 internal_weight=0 224.311 121.142 internal_count=2788 2066 722 is_linear=0 shrinkage=0.000284472 Tree=1595 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=25.7859 36.103 23.852 threshold=-0.070894999999999986 1.0000000180025095e-35 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023156782816240829 -0.00017714053252742987 2.0659932825018642e-05 0.00016807967352270114 leaf_weight=73.787470939569175 21.245132729411125 152.24548307154328 99.903902390040457 leaf_count=1167 129 899 593 internal_value=0 -6.16913e-05 0.000107522 internal_weight=0 226.033 121.149 internal_count=2788 2066 722 is_linear=0 shrinkage=0.000295965 Tree=1596 num_leaves=4 num_cat=0 split_feature=1456 155 12 split_gain=20.1698 19.1565 1.04317 threshold=-1.0000000180025095e-35 0.098655000000000007 0.094525000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012683222161313189 0.00015533742264638755 -0.001172805633859761 -0.0006581208308288211 leaf_weight=10.939143886789678 309.00882196705788 11.741456428542731 4.0835346691310397 leaf_count=192 2415 136 57 internal_value=0 0.000106652 -0.0011035 internal_weight=0 320.75 15.0227 internal_count=2800 2551 249 is_linear=0 shrinkage=0.00102138 Tree=1597 num_leaves=4 num_cat=0 split_feature=1456 155 12 split_gain=19.5577 18.5462 1.05083 threshold=-1.0000000180025095e-35 0.098655000000000007 0.094525000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013684835070734639 0.00016437228092101481 -0.0012608917935031791 -0.00070204650209760449 leaf_weight=10.730500770732759 309.00673250108957 11.558508633635936 4.0512998523190609 leaf_count=192 2415 136 57 internal_value=0 0.00011291 -0.00118697 internal_weight=0 320.565 14.7818 internal_count=2800 2551 249 is_linear=0 shrinkage=0.00110557 Tree=1598 num_leaves=4 num_cat=0 split_feature=1456 133 3 split_gain=18.9642 18.3815 1.07216 threshold=-1.0000000180025095e-35 -0.38664499999999996 -0.087874999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006102760281081601 -0.0011546016150042935 0.0001496393612989415 -0.0012519540919603872 leaf_weight=3.7015822166576973 11.681290563195942 308.70354079501703 10.843633180484174 leaf_count=45 156 2395 204 internal_value=0 0.000102021 -0.00108967 internal_weight=0 320.385 14.5452 internal_count=2800 2551 249 is_linear=0 shrinkage=0.00102138 Tree=1599 num_leaves=4 num_cat=0 split_feature=1456 133 12 split_gain=20.0725 19.6359 0.996584 threshold=-1.0000000180025095e-35 -0.38664499999999996 0.094695000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034030437014086434 -0.00031422270478391267 3.9801384118779862e-05 -0.00017967317312542468 leaf_weight=11.337137588299809 12.632934993132947 330.96292015258223 4.1874529672786585 leaf_count=195 156 2395 54 internal_value=0 2.67683e-05 -0.000297251 internal_weight=0 343.596 15.5246 internal_count=2800 2551 249 is_linear=0 shrinkage=0.000278894 Tree=1600 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=19.8137 19.1044 10.0604 threshold=-0.0048899999999999994 -0.53320999999999985 0.082965000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034801303088308623 -0.00038130684868263788 4.5973272867388029e-05 0.00019191037756066456 leaf_weight=23.642987685278062 12.047131055966018 317.9243508214131 4.562347423285245 leaf_count=398 147 2254 22 internal_value=0 3.03523e-05 -0.000260607 internal_weight=0 329.971 28.2053 internal_count=2821 2401 420 is_linear=0 shrinkage=0.000333305 Tree=1601 num_leaves=4 num_cat=0 split_feature=457 1213 457 split_gain=18.133 18.621 8.44423 threshold=-0.070739999999999983 -0.082704999999999987 -0.14941999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6615018529257155e-05 -0.0015406572884092478 0.0001838335745328219 -0.0017454412199316702 leaf_weight=7.9349384047091034 11.799012384843079 301.74378316802904 14.506466448307036 leaf_count=40 246 2365 170 internal_value=0 0.000118849 -0.00113469 internal_weight=0 313.543 22.4414 internal_count=2821 2611 210 is_linear=0 shrinkage=0.00134769 Tree=1602 num_leaves=4 num_cat=0 split_feature=457 1213 457 split_gain=17.4145 18.1041 8.18368 threshold=-0.070739999999999983 -0.082704999999999987 -0.14941999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.3324171783122512e-05 -0.0012611730078704868 0.00014741681464807625 -0.0014115199871247159 leaf_weight=7.9355019442737129 11.561801206320522 301.76091078855097 14.387182287871836 leaf_count=40 246 2365 170 internal_value=0 9.53653e-05 -0.000914911 internal_weight=0 313.323 22.3227 internal_count=2821 2611 210 is_linear=0 shrinkage=0.00110557 Tree=1603 num_leaves=4 num_cat=0 split_feature=457 1213 457 split_gain=16.7221 17.6032 7.92812 threshold=-0.070739999999999983 -0.082704999999999987 -0.14941999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.496177969533085e-05 -0.0014456362136294313 0.00016552820167695098 -0.0015979986763822198 leaf_weight=7.9360531195998218 11.329028953798113 301.77814189391211 14.271982869133351 leaf_count=40 246 2365 170 internal_value=0 0.000107148 -0.0010328 internal_weight=0 313.107 22.208 internal_count=2821 2611 210 is_linear=0 shrinkage=0.00126996 Tree=1604 num_leaves=4 num_cat=0 split_feature=128 484 42 split_gain=20.4114 17.8442 0.43652 threshold=0.086435000000000012 -0.0048899999999999994 -0.089429999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092228812954695384 -0.0018773831344494854 0.00022593534137002605 -0.0013449640963491757 leaf_weight=28.072541180532426 7.3386993701569736 285.54559409525245 5.3209600932896119 leaf_count=420 113 2160 69 internal_value=0 0.000123106 -0.00165597 internal_weight=0 313.618 12.6597 internal_count=2762 2580 182 is_linear=0 shrinkage=0.00137464 Tree=1605 num_leaves=4 num_cat=0 split_feature=128 484 133 split_gain=19.7553 17.1232 0.472837 threshold=0.086435000000000012 -0.0048899999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074395727306835813 -0.0010747464183405787 0.00018117968300060722 -0.0015326418758483302 leaf_weight=27.911331451497972 5.1304947137832642 285.55980177922174 7.3581617316231114 leaf_count=420 81 2160 101 internal_value=0 9.87656e-05 -0.00134646 internal_weight=0 313.471 12.4887 internal_count=2762 2580 182 is_linear=0 shrinkage=0.00112769 Tree=1606 num_leaves=4 num_cat=0 split_feature=128 472 0 split_gain=20.4271 19.4189 0.471727 threshold=0.086435000000000012 -1.0000000180025095e-35 -0.082134999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038985736583002699 -0.00044344854655687434 3.8646838242177292e-05 -0.00032046883698038297 leaf_weight=11.207738130353389 5.830781395547092 327.01931284833699 7.9669193308800441 leaf_count=143 72 2437 110 internal_value=0 2.44264e-05 -0.00037298 internal_weight=0 338.227 13.7977 internal_count=2762 2580 182 is_linear=0 shrinkage=0.000320362 Tree=1607 num_leaves=4 num_cat=0 split_feature=128 472 0 split_gain=19.2821 17.6012 0.460064 threshold=0.086435000000000012 -1.0000000180025095e-35 -0.082134999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038620449702544545 -0.00044074808588228964 3.9269893728013714e-05 -0.00031626918896339944 leaf_weight=10.281494459137319 5.6088787661865354 319.47577325487509 7.4840888530015928 leaf_count=143 72 2437 110 internal_value=0 2.59824e-05 -0.000370159 internal_weight=0 329.757 13.093 internal_count=2762 2580 182 is_linear=0 shrinkage=0.000320362 Tree=1608 num_leaves=4 num_cat=0 split_feature=130 472 123 split_gain=18.2074 17.9711 9.03252 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.084495000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015094003154699483 -0.0013841684663479061 0.00021906080690379769 0.00051981594689495033 leaf_weight=9.5976774198934418 18.138830884359781 307.17868982208893 4.8950461931526652 leaf_count=135 363 2337 16 internal_value=0 0.000166604 -0.000979448 internal_weight=0 316.776 23.0339 internal_count=2851 2472 379 is_linear=0 shrinkage=0.00124506 Tree=1609 num_leaves=4 num_cat=0 split_feature=130 472 123 split_gain=17.6143 17.4406 8.8327 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.084495000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013097803306594154 -0.0012003512689374185 0.00018642991098849758 0.0004433264676011232 leaf_weight=9.4149291794747096 17.804540730081502 307.17640750575811 4.8851181492209426 leaf_count=135 363 2337 16 internal_value=0 0.000141859 -0.00084639 internal_weight=0 316.591 22.6897 internal_count=2851 2472 379 is_linear=0 shrinkage=0.0010839 Tree=1610 num_leaves=4 num_cat=0 split_feature=13 132 42 split_gain=17.3946 20.8101 15.0371 threshold=-0.094744999999999982 0.08018500000000002 0.090900000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010027258044414302 -0.00018602331325894825 0.00092806425692176472 -0.00051574218965436006 leaf_weight=52.236426282674074 240.8638392528519 31.83397426083684 13.828473679721354 leaf_count=270 2265 223 93 internal_value=0 -5.5912e-05 0.000684828 internal_weight=0 272.698 66.0649 internal_count=2851 2488 363 is_linear=0 shrinkage=0.00129536 Tree=1611 num_leaves=4 num_cat=0 split_feature=403 474 1213 split_gain=20.4922 18.951 18.917 threshold=-1.0000000180025095e-35 0.080165000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026035087725541324 -0.00037157904107933327 0.00042949005078411144 6.6291494840715244e-05 leaf_weight=39.612781940493733 10.89898683875799 4.7459522588178507 300.60670475568622 leaf_count=662 173 24 1992 internal_value=0 -0.000186392 5.09494e-05 internal_weight=0 44.3587 311.506 internal_count=2851 686 2165 is_linear=0 shrinkage=0.000326769 Tree=1612 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=20.8084 20.9324 1.74738 threshold=-0.24436499999999997 -0.11532999999999999 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018236684555406765 -0.00026045156572070512 1.1135551722958585e-05 0.00033981792248827112 leaf_weight=15.045208338648083 35.359687004238367 289.57315858639777 16.523126197978854 leaf_count=92 237 2372 128 internal_value=0 -1.84325e-05 0.000264934 internal_weight=0 324.933 31.5683 internal_count=2829 2609 220 is_linear=0 shrinkage=0.000333305 Tree=1613 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=21.7504 21.8644 1.59074 threshold=-0.24436499999999997 -0.11532999999999999 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018325181923986426 -0.00025663839654024975 1.0331484551863711e-05 0.00032681559240970066 leaf_weight=15.276238160207869 35.280199438333511 291.31680160854012 16.679057475179434 leaf_count=92 237 2372 128 internal_value=0 -1.85209e-05 0.000258335 internal_weight=0 326.597 31.9553 internal_count=2829 2609 220 is_linear=0 shrinkage=0.000320362 Tree=1614 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=18.2094 21.374 threshold=0.086795000000000011 0.13736000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.6120383778778324e-05 -0.0016856750527748658 0.00062145371958906108 leaf_weight=254.03593658236787 7.9773284494876853 72.611918607726693 leaf_count=2337 53 439 internal_value=0 7.11963e-05 internal_weight=0 326.648 internal_count=2829 2776 is_linear=0 shrinkage=0.00115024 Tree=1615 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=21.0606 21.551 1.58862 threshold=-0.24436499999999997 -0.11532999999999999 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015605548186793644 -0.00023966226201761087 1.0817590556051752e-05 0.00029554106846912265 leaf_weight=12.20109796151519 35.100511107593775 288.1404855530709 19.387935502454638 leaf_count=51 237 2372 169 internal_value=0 -1.63944e-05 0.000241792 internal_weight=0 323.241 31.589 internal_count=2829 2609 220 is_linear=0 shrinkage=0.000301884 Tree=1616 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=18.9022 25.6822 21.4639 threshold=0.10100500000000003 0.062580000000000011 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010932319232936004 0.00012823767201332849 0.00019024472191253447 -0.0002012384014006467 leaf_weight=198.0962192453444 109.41224869526923 30.017194263637066 21.55376261472702 leaf_count=2064 629 82 91 internal_value=0 -6.98908e-05 7.39926e-05 internal_weight=0 228.113 130.966 internal_count=2866 2146 720 is_linear=0 shrinkage=0.000301884 Tree=1617 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=18.2941 25.0686 22.142 threshold=0.10100500000000003 0.062580000000000011 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.435366328502579e-05 0.00011133798303007385 0.00016447307408190903 -0.00018131357542210545 leaf_weight=196.76244638673961 108.73086463473737 29.736093901097775 21.346548862755299 leaf_count=2064 629 82 91 internal_value=0 -6.03623e-05 6.32924e-05 internal_weight=0 226.499 130.077 internal_count=2866 2146 720 is_linear=0 shrinkage=0.000262808 Tree=1618 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=19.3047 26.2492 21.2782 threshold=0.10100500000000003 0.062580000000000011 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012467410168058024 0.0001450511431321004 0.00021703734831713561 -0.00022352087878392573 leaf_weight=197.12363898381591 109.53912944346666 29.908963933587074 21.670128792524338 leaf_count=2064 629 82 91 internal_value=0 -7.9643e-05 8.41552e-05 internal_weight=0 227.033 131.209 internal_count=2866 2146 720 is_linear=0 shrinkage=0.000339971 Tree=1619 num_leaves=4 num_cat=0 split_feature=15 0 14 split_gain=18.3402 21.1439 3.62897 threshold=-0.24436499999999997 -0.12877499999999997 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010744208353866582 8.7075505007935876e-05 -9.2757295285463771e-05 0.00032724440684231746 leaf_weight=15.508317574858667 94.031737634912133 234.16494065523148 15.364696988835929 leaf_count=97 373 2279 117 internal_value=0 -4.12313e-05 0.000216967 internal_weight=0 328.197 30.873 internal_count=2866 2652 214 is_linear=0 shrinkage=0.000320362 Tree=1620 num_leaves=4 num_cat=0 split_feature=15 43 38 split_gain=19.4903 28.2642 21.3405 threshold=0.091395000000000018 -0.087044999999999983 0.089560000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016296498546637466 0.00088818082432252942 -0.0018971300609245242 -0.0023330644112362383 leaf_weight=282.3790275612846 12.550635131075977 28.600551446899772 8.435622174292801 leaf_count=2286 92 396 58 internal_value=0 -0.00104762 9.04146e-05 internal_weight=0 41.1512 290.815 internal_count=2832 488 2344 is_linear=0 shrinkage=0.00154807 Tree=1621 num_leaves=4 num_cat=0 split_feature=15 43 38 split_gain=18.7919 27.4162 20.2801 threshold=0.091395000000000018 -0.087044999999999983 0.089560000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013596331885513052 0.00073931786369654958 -0.0016050121313057949 -0.0019345431136537806 leaf_weight=282.39192495075986 12.580204734578727 28.210500096902251 8.4880914911627752 leaf_count=2286 92 396 58 internal_value=0 -0.000881993 7.54214e-05 internal_weight=0 40.7907 290.88 internal_count=2832 488 2344 is_linear=0 shrinkage=0.00132126 Tree=1622 num_leaves=4 num_cat=0 split_feature=15 43 38 split_gain=18.1155 26.5898 19.2734 threshold=0.091395000000000018 -0.087044999999999983 0.089560000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012524202159220249 0.00067948305909419843 -0.0014989185389416492 -0.0017711501750109096 leaf_weight=282.40482179773971 12.609361682087181 27.83099216548726 8.5404075961559993 leaf_count=2286 92 396 58 internal_value=0 -0.00081969 6.94628e-05 internal_weight=0 40.4404 290.945 internal_count=2832 488 2344 is_linear=0 shrinkage=0.00124506 Tree=1623 num_leaves=4 num_cat=0 split_feature=15 43 38 split_gain=17.4605 25.7844 18.3178 threshold=0.091395000000000018 -0.087044999999999983 0.089560000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012737355524070716 0.00068951493893241881 -0.0015452368628074301 -0.0017904355839938573 leaf_weight=282.41770574171096 12.638102117925881 27.461818591225892 8.5925432555377466 leaf_count=2286 92 396 58 internal_value=0 -0.000840928 7.06334e-05 internal_weight=0 40.0999 291.01 internal_count=2832 488 2344 is_linear=0 shrinkage=0.00129536 Tree=1624 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=16.8073 22.0468 21.7812 threshold=0.077800000000000022 0.090505000000000016 0.098330000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054394075618329808 0.00035930690210999374 -0.00086625409525303333 0.0010932375828575079 leaf_weight=103.1840328508988 194.24372747726738 24.626481605693698 13.69920173846185 leaf_count=1440 1087 239 31 internal_value=0 0.000221348 -0.000351909 internal_weight=0 218.87 116.883 internal_count=2797 1326 1471 is_linear=0 shrinkage=0.00122064 Tree=1625 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=16.1242 22.6969 21.1068 threshold=0.077800000000000022 -0.055124999999999993 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067645152149905629 0.0003448762375843363 0.00048949021712484987 -0.00083187753104244718 leaf_weight=82.619837848935276 193.95706494990736 33.629609642550349 24.578374593518674 leaf_count=1333 1087 138 239 internal_value=0 -0.000339133 0.000212467 internal_weight=0 116.249 218.535 internal_count=2797 1471 1326 is_linear=0 shrinkage=0.00119671 Tree=1626 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=20.7578 23.8847 20.912 threshold=0.077800000000000022 0.098330000000000015 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014191528770578582 9.2136987224755259e-05 0.00027850841315491134 -0.00019312948135057491 leaf_weight=108.39329187851399 205.14747770689428 13.875013176351784 26.419068151153624 leaf_count=1440 1087 31 239 internal_value=0 -9.41696e-05 5.95781e-05 internal_weight=0 122.268 231.567 internal_count=2797 1471 1326 is_linear=0 shrinkage=0.000301884 Tree=1627 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=15.7609 17.6098 3.37814 threshold=-0.16826999999999998 1.0000000180025095e-35 -0.11991499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028005092799667159 -0.00043635908682057226 0.00012278846924795663 0.00096583256584403332 leaf_weight=13.798257783055304 98.98855599667877 199.51282443664968 21.791871888563037 leaf_count=80 1412 1213 92 internal_value=0 -6.26512e-05 0.000700248 internal_weight=0 298.501 35.5901 internal_count=2797 2625 172 is_linear=0 shrinkage=0.0010839 Tree=1628 num_leaves=4 num_cat=0 split_feature=133 13 13 split_gain=17.24 19.0877 0.737906 threshold=-0.39975999999999995 -0.095244999999999982 -0.054384999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045534558353145673 0.00014889258288744054 -2.4895400092887129e-05 -0.00029808150656573994 leaf_weight=4.60082733258605 62.138414740562439 288.62361829448491 5.5255074575543386 leaf_count=44 314 2355 103 internal_value=0 5.89802e-06 -0.000370256 internal_weight=0 350.762 10.1263 internal_count=2816 2669 147 is_linear=0 shrinkage=0.000284472 Tree=1629 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=17.7145 17.794 0.730042 threshold=-0.39975999999999995 -0.53320999999999985 -0.050299999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052363986335786882 -0.00037118757682276884 2.4739921054009241e-05 -0.00034348954426229565 leaf_weight=4.7537780459970236 12.557555625215171 334.23356281034648 5.2765756146982294 leaf_count=46 167 2502 101 internal_value=0 1.03835e-05 -0.000429702 internal_weight=0 346.791 10.0304 internal_count=2816 2669 147 is_linear=0 shrinkage=0.000326769 Tree=1630 num_leaves=3 num_cat=0 split_feature=158 1429 split_gain=17.0091 15.9347 threshold=0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013279696609036109 -0.001715982008973977 9.5159284921476713e-05 leaf_weight=12.673471925780175 8.7680200641043466 311.99941317224875 leaf_count=136 122 2558 internal_value=0 3.95332e-05 internal_weight=0 324.673 internal_count=2816 2694 is_linear=0 shrinkage=0.00124506 Tree=1631 num_leaves=3 num_cat=0 split_feature=158 133 split_gain=16.5259 15.6059 threshold=0.11034000000000001 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015293372512486896 -0.0017056252062526843 8.6187137106092369e-05 leaf_weight=9.5310829509980959 8.6251383936032635 315.00291432393715 leaf_count=148 122 2546 internal_value=0 3.86544e-05 internal_weight=0 324.534 internal_count=2816 2694 is_linear=0 shrinkage=0.00124506 Tree=1632 num_leaves=4 num_cat=0 split_feature=376 47 2 split_gain=21.2645 22.2368 3.31304 threshold=0.048375000000000008 0.11518500000000002 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5747965327971576e-06 0.00014765898739530438 -0.00038836430907995839 0.00035187349531077899 leaf_weight=310.78916273918003 16.974334558472037 16.706053171306849 17.032941572368145 leaf_count=2564 84 116 71 internal_value=0 -2.1327e-05 0.000250082 internal_weight=0 327.495 34.0073 internal_count=2835 2680 155 is_linear=0 shrinkage=0.000326769 Tree=1633 num_leaves=3 num_cat=0 split_feature=482 47 split_gain=17.3719 17.5603 threshold=0.09939000000000002 0.077735000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018868943869889613 -0.0016831215827240061 -0.00051354937810578168 leaf_weight=270.64860976953059 8.0283722635358554 59.836776800453663 leaf_count=2335 103 397 internal_value=0 6.15217e-05 internal_weight=0 330.485 internal_count=2835 2732 is_linear=0 shrinkage=0.00117324 Tree=1634 num_leaves=4 num_cat=0 split_feature=376 47 2 split_gain=20.1196 21.6562 3.2142 threshold=0.048375000000000008 0.11518500000000002 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8758903905406901e-07 0.00014938967777914611 -0.00039370120967186764 0.00035695131869997358 leaf_weight=306.89878460299224 16.648255864158273 16.269143390469253 16.580101583153009 leaf_count=2564 84 116 71 internal_value=0 -1.91891e-05 0.000253103 internal_weight=0 323.168 33.2284 internal_count=2835 2680 155 is_linear=0 shrinkage=0.000333305 Tree=1635 num_leaves=4 num_cat=0 split_feature=376 47 2 split_gain=17.3503 22.585 3.4314 threshold=0.048375000000000008 0.11518500000000002 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2890966102856558e-06 0.00048290849772268099 -0.0014923101365500217 0.0012940756871396536 leaf_weight=291.92899942444637 15.588519679382445 15.709134651347993 15.545456074178217 leaf_count=2564 84 116 71 internal_value=0 -6.74759e-05 0.000888476 internal_weight=0 307.638 31.134 internal_count=2835 2680 155 is_linear=0 shrinkage=0.00122064 Tree=1636 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=19.8603 24.3736 22.5985 threshold=-0.061889999999999994 1.0000000180025095e-35 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006321600865223457 -0.00054787918856447917 1.2987791204026174e-05 0.00054951294046451003 leaf_weight=76.828160514123738 21.354800011962652 162.1737396242097 76.554152997210622 leaf_count=1278 136 1012 391 internal_value=0 -0.000194432 0.000310102 internal_weight=0 239.002 97.909 internal_count=2817 2290 527 is_linear=0 shrinkage=0.000943597 Tree=1637 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=21.7444 21.5063 19.7843 threshold=0.10100500000000003 -0.11516999999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014790546179519053 0.00015853791232642037 -0.00013561116926181699 -0.00025308701798930014 leaf_weight=42.79486446082592 111.40647667087615 186.66385655198246 17.581537999212742 leaf_count=180 633 1931 73 internal_value=0 -8.27264e-05 0.000102403 internal_weight=0 229.459 128.988 internal_count=2817 2111 706 is_linear=0 shrinkage=0.00036078 Tree=1638 num_leaves=4 num_cat=0 split_feature=0 3 4 split_gain=19.0748 25.3849 21.6917 threshold=-0.061889999999999994 -0.06945999999999998 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068477175773565399 -0.00072260691429877318 0.00014430170939324564 0.00072591954790164864 leaf_weight=115.30086666624993 21.313583165407181 123.17569593014196 76.347804630175233 leaf_count=1649 136 641 391 internal_value=0 -0.000256569 0.000409714 internal_weight=0 238.477 97.6614 internal_count=2817 2290 527 is_linear=0 shrinkage=0.00126996 Tree=1639 num_leaves=4 num_cat=0 split_feature=376 147 1 split_gain=22.1929 19.2825 2.0766 threshold=1.0000000180025095e-35 0.087265000000000023 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3667810800091494e-05 0.00015499428272327653 0.00020028522698224474 0.00031962850769448814 leaf_weight=297.37082115933299 14.557092636823656 30.043133448809385 15.854596322402356 leaf_count=2537 41 142 97 internal_value=0 -3.94375e-05 0.00024097 internal_weight=0 327.414 30.4117 internal_count=2817 2679 138 is_linear=0 shrinkage=0.00031408 Tree=1640 num_leaves=4 num_cat=0 split_feature=4 11 49 split_gain=19.9917 23.4413 4.56286 threshold=0.27150500000000005 0.080455000000000013 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.891345070010076e-05 0.0015328188596974873 -0.0016895199484334531 0.00056763412732484448 leaf_weight=271.0307253357023 12.517147343605755 17.276739547029138 35.548098314553499 leaf_count=2379 63 134 258 internal_value=0 -0.000137931 0.000819496 internal_weight=0 288.307 48.0652 internal_count=2834 2513 321 is_linear=0 shrinkage=0.00137464 Tree=1641 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=19.2726 22.7158 4.56351 threshold=0.27150500000000005 0.080455000000000013 -0.21865999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4457915100511025e-05 -4.4439230552965404e-05 -0.0015146806264377548 0.0009238969466439349 leaf_weight=271.00530709419399 9.3975771330296975 17.065435260534286 38.203969471156597 leaf_count=2379 41 134 280 internal_value=0 -0.000122242 0.000732785 internal_weight=0 288.071 47.6015 internal_count=2834 2513 321 is_linear=0 shrinkage=0.00124506 Tree=1642 num_leaves=4 num_cat=0 split_feature=4 11 49 split_gain=18.5717 22.0116 4.62906 threshold=0.27150500000000005 0.080455000000000013 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3688225877646875e-05 0.0013837622410760118 -0.0014992211159974261 0.00049248684494984012 leaf_weight=270.98047269787639 12.179238021373747 16.857255084440112 34.983695285394788 leaf_count=2379 63 134 258 internal_value=0 -0.000119611 0.000723114 internal_weight=0 287.838 47.1629 internal_count=2834 2513 321 is_linear=0 shrinkage=0.00124506 Tree=1643 num_leaves=4 num_cat=0 split_feature=4 11 49 split_gain=22.5449 21.5743 4.38133 threshold=0.27150500000000005 0.080455000000000013 -0.025549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.134603402393938e-05 0.00031054837218462888 -0.00033171886763871147 0.00012287062566539289 leaf_weight=286.6194923678413 12.999462507665156 17.319581160321832 37.89603466168046 leaf_count=2379 63 134 258 internal_value=0 -2.96218e-05 0.000170905 internal_weight=0 303.939 50.8955 internal_count=2834 2513 321 is_linear=0 shrinkage=0.000278894 Tree=1644 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=16.0645 18.1714 threshold=0.088315000000000018 0.10437000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013125385913938096 -0.0010493824019215034 0.00041088905778517964 leaf_weight=216.25264405459166 15.48595994338393 97.267954489216208 leaf_count=2177 106 578 internal_value=0 3.69576e-05 internal_weight=0 313.521 internal_count=2861 2755 is_linear=0 shrinkage=0.00104181 Tree=1645 num_leaves=4 num_cat=0 split_feature=1 457 47 split_gain=21.394 21.9344 19.538 threshold=0.10437000000000002 0.082870000000000013 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8843320961647359e-05 0.00016696400513240356 0.00014633138136838859 -8.5901262854188871e-05 leaf_weight=199.24144196137786 82.314820883795619 36.480369281023741 33.398676555603743 leaf_count=2079 468 145 169 internal_value=0 -5.24387e-05 9.39767e-05 internal_weight=0 235.722 115.713 internal_count=2861 2224 637 is_linear=0 shrinkage=0.000278894 Tree=1646 num_leaves=4 num_cat=0 split_feature=4 11 52 split_gain=18.7205 20.2458 0.212979 threshold=0.50666500000000003 0.088315000000000018 -0.020314999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4572988843188963e-06 0.00027839790401588922 -0.00041912219253429083 0.00035392350316191466 leaf_weight=316.96592059917748 7.6652116719633367 13.62444771453738 10.820535466074942 leaf_count=2605 57 96 103 internal_value=0 -2.15699e-05 0.000322926 internal_weight=0 330.59 18.4857 internal_count=2861 2701 160 is_linear=0 shrinkage=0.000333305 Tree=1647 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=15.7335 17.2384 threshold=-0.016839999999999997 0.088435000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00097323026278267871 -0.00032830907326748652 0.00011021106927857148 leaf_weight=12.792482174932955 117.00369473034516 199.33652790170163 leaf_count=93 1330 1438 internal_value=0 -5.19929e-05 internal_weight=0 316.34 internal_count=2861 2768 is_linear=0 shrinkage=0.000906956 Tree=1648 num_leaves=4 num_cat=0 split_feature=1456 130 13 split_gain=15.4144 15.5982 1.57161 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=0.00014785687339409346 -0.00090458575395390458 -0.00091439755925729559 -0.001756966601943206 leaf_weight=295.08626598119736 7.7872986891306937 22.122981612104923 5.592704772949217 leaf_count=2194 201 376 43 internal_value=0 7.3722e-05 -0.00126287 internal_weight=0 317.209 13.38 internal_count=2814 2570 244 is_linear=0 shrinkage=0.00122064 Tree=1649 num_leaves=4 num_cat=0 split_feature=12 3 43 split_gain=17.6984 24.5816 17.4844 threshold=0.040165000000000006 0.10805000000000002 -0.043084999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021914786046666043 -9.2964024942347043e-05 0.000358155210500076 4.0056289249239593e-06 leaf_weight=57.022840406745672 175.69358202628791 12.763510167598723 107.47067371755838 leaf_count=280 2039 28 467 internal_value=0 -6.23782e-05 7.8603e-05 internal_weight=0 188.457 164.494 internal_count=2814 2067 747 is_linear=0 shrinkage=0.00031408 Tree=1650 num_leaves=4 num_cat=0 split_feature=1456 44 13 split_gain=14.9059 15.3098 1.53169 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=0.00010814363516963188 -0.00082517786760426563 -0.0014066519810341654 -0.0016061759217290629 leaf_weight=308.68930409429595 7.7323308833874762 8.705483388155697 5.5327434726059419 leaf_count=2519 201 51 43 internal_value=0 6.65138e-05 -0.00115277 internal_weight=0 317.395 13.2651 internal_count=2814 2570 244 is_linear=0 shrinkage=0.00112769 Tree=1651 num_leaves=4 num_cat=0 split_feature=1456 130 160 split_gain=14.3888 15.0524 1.54162 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081114999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014291141169879513 -0.00073083842733550556 -0.00090339681580674312 -0.0015842350699150742 leaf_weight=295.45131337177008 5.4297820474021137 21.993504313752055 7.6975348056294006 leaf_count=2194 94 376 150 internal_value=0 7.03702e-05 -0.00123282 internal_weight=0 317.445 13.1273 internal_count=2814 2570 244 is_linear=0 shrinkage=0.00122064 Tree=1652 num_leaves=4 num_cat=0 split_feature=16 481 13 split_gain=20.1155 21.5639 10.2762 threshold=0.25682500000000003 -0.029924999999999997 0.11238500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014173565158807917 -0.001142777065297821 0.00019524726469835602 0.00041172865762118828 leaf_weight=12.906101103406398 30.214971309527755 280.20927564427257 8.0054235160350782 leaf_count=250 330 2207 30 internal_value=0 0.000124155 -0.000817136 internal_weight=0 293.115 38.2204 internal_count=2817 2457 360 is_linear=0 shrinkage=0.00122064 Tree=1653 num_leaves=4 num_cat=0 split_feature=4 2 0 split_gain=22.7081 21.4224 14.6005 threshold=0.15756500000000004 0.088495000000000004 -0.1171 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015695722380106668 1.5635942799618085e-05 4.0004235862734127e-05 0.00031293988618796056 leaf_weight=114.71996574103832 38.842851769179106 157.6123059457168 40.63658750988543 leaf_count=1260 188 1117 252 internal_value=0 -4.2971e-05 0.000167681 internal_weight=0 272.332 79.4794 internal_count=2817 2377 440 is_linear=0 shrinkage=0.00034677 Tree=1654 num_leaves=4 num_cat=0 split_feature=4 2 0 split_gain=22.0275 21.8544 14.6067 threshold=0.15756500000000004 0.088495000000000004 -0.1171 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016299598620186744 1.388867400287154e-05 4.3932077437605541e-05 0.00032346382931358234 leaf_weight=114.8156740614213 38.685505777597427 157.60119790863246 40.704646494239569 leaf_count=1260 188 1117 252 internal_value=0 -4.32873e-05 0.000172653 internal_weight=0 272.417 79.3902 internal_count=2817 2377 440 is_linear=0 shrinkage=0.00036078 Tree=1655 num_leaves=4 num_cat=0 split_feature=16 481 13 split_gain=19.4058 20.913 9.98325 threshold=0.25682500000000003 -0.029924999999999997 0.11238500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015823494296093282 -0.0012713208023269569 0.00021510034055312907 0.00045599263166405852 leaf_weight=12.769653047434984 29.969545845873654 280.8030587178655 8.0014141425490362 leaf_count=250 330 2207 30 internal_value=0 0.000136818 -0.000907287 internal_weight=0 293.573 37.971 internal_count=2817 2457 360 is_linear=0 shrinkage=0.00137464 Tree=1656 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=23.8694 31.028 14.2404 threshold=0.10100500000000003 -0.12229499999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019681663009487164 4.2702284438713257e-05 -0.0001483199557583251 0.00031590976557609206 leaf_weight=43.896614883095026 93.190210057422519 179.26673357188702 35.730707528069615 leaf_count=178 481 1973 236 internal_value=0 -8.042e-05 0.000118458 internal_weight=0 223.163 128.921 internal_count=2868 2151 717 is_linear=0 shrinkage=0.000367995 Tree=1657 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=23.9341 24.3175 14.3377 threshold=0.10100500000000003 0.062580000000000011 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001148524175051963 0.00015284873754553156 0.00021397631578486194 -0.00017899216627822065 leaf_weight=191.58258884213865 110.73776740767062 28.712372712790966 16.620881706476212 leaf_count=2070 648 81 69 internal_value=0 -7.19794e-05 0.000109522 internal_weight=0 220.295 127.359 internal_count=2868 2151 717 is_linear=0 shrinkage=0.000333305 Tree=1658 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=18.1136 17.9678 threshold=-1.0000000180025095e-35 -0.29526499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0014431123520400075 -0.0019597166903666504 -3.1026947925756672e-05 leaf_weight=14.150056395679711 8.650726016610859 307.88948748912662 leaf_count=101 65 2702 internal_value=0 -8.38511e-05 internal_weight=0 316.54 internal_count=2868 2767 is_linear=0 shrinkage=0.00132126 Tree=1659 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=24.755 25.8365 14.5255 threshold=0.10100500000000003 -0.15426499999999996 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015074816297905807 4.2734461508945834e-05 -0.00013655950327765007 0.00030150627165651401 leaf_weight=47.860145002603531 92.596883634105325 175.9638604526408 36.299434874206781 leaf_count=179 481 1972 236 internal_value=0 -7.51171e-05 0.000115643 internal_weight=0 223.824 128.896 internal_count=2868 2151 717 is_linear=0 shrinkage=0.00034677 Tree=1660 num_leaves=4 num_cat=0 split_feature=403 51 4 split_gain=19.0802 18.9321 1.45664 threshold=-0.092224999999999988 -0.10433999999999997 0.10686000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014664326789237182 -0.00088749203968540094 0.00021015946039789376 -0.00053284341569769975 leaf_weight=14.612712649628522 30.255065961740911 292.14652524841949 3.6811502017080775 leaf_count=326 287 2226 28 internal_value=0 0.000107106 -0.00127932 internal_weight=0 322.402 18.2939 internal_count=2867 2513 354 is_linear=0 shrinkage=0.00132126 Tree=1661 num_leaves=4 num_cat=0 split_feature=403 51 4 split_gain=18.5152 18.1539 1.64797 threshold=-0.092224999999999988 -0.10433999999999997 0.11044500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011336646475807292 -0.0006738001367192478 0.00015882827646200698 -0.00034662469880211439 leaf_weight=14.539540029130878 30.11655648984015 292.12508238572627 3.4556165002286425 leaf_count=328 287 2226 26 internal_value=0 8.09759e-05 -0.000983057 internal_weight=0 322.242 17.9952 internal_count=2867 2513 354 is_linear=0 shrinkage=0.00102138 Tree=1662 num_leaves=4 num_cat=0 split_feature=403 52 15 split_gain=19.9686 19.5267 2.03186 threshold=-0.092224999999999988 -0.24526499999999998 -0.10497999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011319737799316266 -0.00024543529913839424 5.0775513786430312e-05 -0.00038557606415563821 leaf_weight=4.1768404114991453 29.16255428083241 322.69128567259759 15.910725535824893 leaf_count=37 313 2200 317 internal_value=0 2.62128e-05 -0.000329101 internal_weight=0 351.854 20.0876 internal_count=2867 2513 354 is_linear=0 shrinkage=0.00034677 Tree=1663 num_leaves=4 num_cat=0 split_feature=403 11 4 split_gain=17.9947 17.6247 1.70869 threshold=-0.092224999999999988 0.088160000000000002 0.11321500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014348745083705718 0.0001699384993434885 -0.0012165252575528987 -0.0004111725114035185 leaf_weight=14.333430131897332 306.45220574410632 16.178627006709576 3.4038520790636531 leaf_count=329 2400 113 25 internal_value=0 0.000100345 -0.00123908 internal_weight=0 322.631 17.7373 internal_count=2867 2513 354 is_linear=0 shrinkage=0.00129536 Tree=1664 num_leaves=4 num_cat=0 split_feature=403 484 52 split_gain=20.0247 20.011 18.577 threshold=-1.0000000180025095e-35 0.079155000000000017 -0.53320999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030590192433749573 -0.00037546693665083515 0.00029137102151394006 5.0556684245093164e-05 leaf_weight=36.848800987936556 11.800589247606693 7.4834369607269755 299.48965744208544 leaf_count=635 165 52 2014 internal_value=0 -0.000204998 3.43847e-05 internal_weight=0 44.3322 311.29 internal_count=2866 687 2179 is_linear=0 shrinkage=0.000333305 Tree=1665 num_leaves=4 num_cat=0 split_feature=403 484 52 split_gain=20.212 20.4024 19.5183 threshold=-1.0000000180025095e-35 0.079155000000000017 -0.53320999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031256435505684318 -0.00038500979773126582 0.00030221012836540985 5.1424649921056996e-05 leaf_weight=37.303908677306026 12.309225765988229 7.4757504584267727 301.33419484458864 leaf_count=635 165 52 2014 internal_value=0 -0.000209846 3.4274e-05 internal_weight=0 44.7797 313.643 internal_count=2866 687 2179 is_linear=0 shrinkage=0.000339971 Tree=1666 num_leaves=4 num_cat=0 split_feature=403 52 484 split_gain=20.0137 21.3677 20.3912 threshold=-1.0000000180025095e-35 -0.53320999999999985 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030342505267328735 -0.0003818350809591275 4.9937418686407165e-05 0.00029232454530715019 leaf_weight=38.041346937883645 13.262216256931422 308.44627095013857 7.6527305571362367 leaf_count=635 165 2014 52 internal_value=0 3.21163e-05 -0.00020357 internal_weight=0 321.708 45.6941 internal_count=2866 2179 687 is_linear=0 shrinkage=0.000333305 Tree=1667 num_leaves=4 num_cat=0 split_feature=403 484 52 split_gain=17.6194 20.2078 17.4252 threshold=-1.0000000180025095e-35 0.079155000000000017 -0.53320999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013389536136351821 -0.0016359333587923205 0.0013435992022425452 0.00021600889174002829 leaf_weight=34.159008839633316 11.219187668524681 7.2260300992056719 285.04671438690275 leaf_count=635 165 52 2014 internal_value=0 -0.000870163 0.000145777 internal_weight=0 41.385 296.266 internal_count=2866 687 2179 is_linear=0 shrinkage=0.00145878 Tree=1668 num_leaves=4 num_cat=0 split_feature=484 1212 49 split_gain=18.0522 19.7661 6.18141 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -0.014114999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4160098622687679e-05 -0.00040909238020271919 4.8135088043529992e-05 -0.00035986547361550766 leaf_weight=7.2260065525770214 12.808200459927319 303.23508105706424 22.221163609065115 leaf_count=43 197 2168 382 internal_value=0 2.95816e-05 -0.000265675 internal_weight=0 316.043 29.4472 internal_count=2790 2365 425 is_linear=0 shrinkage=0.00036078 Tree=1669 num_leaves=4 num_cat=0 split_feature=484 1212 49 split_gain=17.3057 18.2804 5.94231 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -0.014114999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2056046801388032e-05 -0.001248055876156383 0.00014494121846274482 -0.0011132281820262157 leaf_weight=7.0127073638141182 11.972562337294219 289.68056351272389 20.976089448668063 leaf_count=43 197 2168 382 internal_value=0 8.95779e-05 -0.000818914 internal_weight=0 301.653 27.9888 internal_count=2790 2365 425 is_linear=0 shrinkage=0.00110557 Tree=1670 num_leaves=4 num_cat=0 split_feature=484 403 49 split_gain=18.1367 20.1696 6.14001 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -0.014114999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0085260793910503e-05 -0.00018462748248718181 6.0568164217197119e-05 -0.00033165057187380299 leaf_weight=7.3139538746327188 43.076555429026484 275.6768511813134 22.35034371027723 leaf_count=43 634 1731 382 internal_value=0 2.74232e-05 -0.00024497 internal_weight=0 318.753 29.6643 internal_count=2790 2365 425 is_linear=0 shrinkage=0.000333305 Tree=1671 num_leaves=4 num_cat=0 split_feature=484 403 49 split_gain=17.8431 19.274 5.78791 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -0.014114999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4171431004964085e-05 -0.00019006649045506672 6.0040672193752396e-05 -0.00034210161374282515 leaf_weight=7.2599088344723013 42.787747632712126 275.56361384876072 22.368512935936451 leaf_count=43 634 1731 382 internal_value=0 2.64158e-05 -0.00025485 internal_weight=0 318.351 29.6284 internal_count=2790 2365 425 is_linear=0 shrinkage=0.00034677 Tree=1672 num_leaves=4 num_cat=0 split_feature=0 16 1 split_gain=22.3351 24.9332 22.2005 threshold=-0.060324999999999997 0.26746000000000009 0.094405000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013432011619689716 0.00022787633490110114 -0.00014084456262728696 6.4212958008281633e-05 leaf_weight=147.90649007679895 73.18170471675694 26.719413815066218 101.33208021521568 leaf_count=1716 325 191 551 internal_value=0 0.000129251 -5.36045e-05 internal_weight=0 99.9011 249.239 internal_count=2783 516 2267 is_linear=0 shrinkage=0.000326769 Tree=1673 num_leaves=4 num_cat=0 split_feature=0 4 1 split_gain=19.2842 23.1848 20.78 threshold=-0.060324999999999997 -0.48515499999999995 0.094405000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010958372561019267 -0.00014072557342843962 0.00018077522458184641 5.5676558354479399e-05 leaf_weight=144.6937731388025 22.81066981703043 74.013354130089283 100.11619340069592 leaf_count=1716 148 368 551 internal_value=0 0.00010502 -4.20007e-05 internal_weight=0 96.824 244.81 internal_count=2783 516 2267 is_linear=0 shrinkage=0.000278894 Tree=1674 num_leaves=4 num_cat=0 split_feature=0 4 1 split_gain=21.0484 23.3367 19.925 threshold=-0.060324999999999997 -0.48515499999999995 0.094405000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013263893789768362 -0.00016509172238307493 0.00021954036751254847 6.1058826166679594e-05 leaf_weight=144.95057312725112 22.880845252424479 74.665998009964824 99.468306660652161 leaf_count=1716 148 368 551 internal_value=0 0.000129305 -5.38134e-05 internal_weight=0 97.5468 244.419 internal_count=2783 516 2267 is_linear=0 shrinkage=0.000333305 Tree=1675 num_leaves=4 num_cat=0 split_feature=0 4 1 split_gain=20.6692 23.5121 20.4042 threshold=-0.060324999999999997 -0.48515499999999995 0.094405000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012681519553774584 -0.00015954679415250644 0.00021089483678375594 6.0836261876839724e-05 leaf_weight=145.64870444918051 22.969291623681784 74.827190767973661 100.48451257683337 leaf_count=1716 148 368 551 internal_value=0 0.000123876 -5.02072e-05 internal_weight=0 97.7965 246.133 internal_count=2783 516 2267 is_linear=0 shrinkage=0.000320362 Tree=1676 num_leaves=4 num_cat=0 split_feature=133 52 0 split_gain=17.9867 18.8914 3.79618 threshold=-0.10927999999999999 0.16377000000000003 -0.073399999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011436089425257085 0.00012677821386152934 -0.00080639392256182042 -0.00010255509329896284 leaf_weight=18.366276690270755 283.16415408300236 26.797995810862631 5.0444893995299926 leaf_count=270 2177 310 51 internal_value=0 4.60555e-05 -0.000919552 internal_weight=0 309.962 23.4108 internal_count=2808 2487 321 is_linear=0 shrinkage=0.00106264 Tree=1677 num_leaves=4 num_cat=0 split_feature=133 52 3 split_gain=17.4501 19.1324 4.79871 threshold=-0.10927999999999999 0.16377000000000003 0.0032400000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035500092727146671 3.8227059549144009e-05 -0.00025042097579407711 1.1693506621999812e-06 leaf_weight=19.252878508530561 298.10216669319198 27.878337103873491 5.3740548044443122 leaf_count=289 2177 310 32 internal_value=0 1.35282e-05 -0.000277337 internal_weight=0 325.981 24.6269 internal_count=2808 2487 321 is_linear=0 shrinkage=0.000333305 Tree=1678 num_leaves=4 num_cat=0 split_feature=133 52 3 split_gain=17.5878 19.6465 4.51136 threshold=-0.10927999999999999 0.16377000000000003 0.0032400000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034689871775122445 3.8649112465933297e-05 -0.00024773085330780125 -4.8664600353273934e-06 leaf_weight=19.1622364576906 297.52429311815649 27.965610952116549 5.2440044544637194 leaf_count=289 2177 310 32 internal_value=0 1.40307e-05 -0.00027347 internal_weight=0 325.49 24.4062 internal_count=2808 2487 321 is_linear=0 shrinkage=0.000326769 Tree=1679 num_leaves=4 num_cat=0 split_feature=133 1186 2 split_gain=17.3419 18.6118 3.84116 threshold=-0.10927999999999999 0.085080000000000003 0.10582500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016029656001451354 -2.0491551301467111e-06 0.0020620767783549971 -0.00026209747773532903 leaf_weight=17.008720093872402 300.7864625910297 9.5733742620795947 6.2140384521335355 leaf_count=266 2432 55 55 internal_value=0 6.17439e-05 -0.00124468 internal_weight=0 310.36 23.2228 internal_count=2808 2487 321 is_linear=0 shrinkage=0.00145878 Tree=1680 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=20.617 22.6758 22.5957 threshold=0.14953500000000003 1.0000000180025095e-35 0.10891500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7103931740375599e-06 0.00021451738093474572 -0.00036428414870796118 -0.00023565121552614044 leaf_weight=255.9846513220109 71.424131469801068 18.872631568461657 12.984311893582342 leaf_count=2241 408 153 54 internal_value=0 -3.22176e-05 0.000145232 internal_weight=0 274.857 84.4084 internal_count=2856 2394 462 is_linear=0 shrinkage=0.00031408 Tree=1681 num_leaves=4 num_cat=0 split_feature=4 48 11 split_gain=19.4223 22.2715 21.8767 threshold=0.14953500000000003 0.10891500000000001 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.9324095611743068e-06 0.0002109614883687059 -0.00023661665165631367 -0.00036307077462715539 leaf_weight=253.82574061816558 71.072775889188051 12.951238244771956 18.21823937818408 leaf_count=2241 408 54 153 internal_value=0 0.000141935 -3.08061e-05 internal_weight=0 84.024 272.044 internal_count=2856 462 2394 is_linear=0 shrinkage=0.00031408 Tree=1682 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=19.5508 22.0939 21.5882 threshold=0.14953500000000003 1.0000000180025095e-35 0.10891500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7553320293887245e-06 0.00024520458813486541 -0.00042543670514475184 -0.00026905539569844925 leaf_weight=254.76004039449617 71.392209572717547 18.463723961263895 13.062690854072569 leaf_count=2241 408 153 54 internal_value=0 -3.69413e-05 0.000165621 internal_weight=0 273.224 84.4549 internal_count=2856 2394 462 is_linear=0 shrinkage=0.000367995 Tree=1683 num_leaves=4 num_cat=0 split_feature=133 160 15 split_gain=15.8988 17.22 0.395036 threshold=0.18829500000000002 -0.082339999999999983 -0.050194999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005152550157453248 -0.00081243206178600966 0.00020335894595237215 -0.0012831464063581223 leaf_weight=52.649393158964813 3.2168919667601594 271.75151232164353 10.551410033367571 leaf_count=523 55 2055 223 internal_value=0 8.67064e-05 -0.00117444 internal_weight=0 324.401 13.7683 internal_count=2856 2578 278 is_linear=0 shrinkage=0.00115024 Tree=1684 num_leaves=4 num_cat=0 split_feature=1429 1374 156 split_gain=18.5483 17.1379 0.27514 threshold=-1.0000000180025095e-35 0.089520000000000016 0.094860000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014130293626102971 0.00012544260150882855 -0.0017112937448354743 -0.0018393103301470658 leaf_weight=6.093794485088436 320.92119458550587 9.4806511104106885 5.9796714680269361 leaf_count=73 2674 58 67 internal_value=0 7.26429e-05 -0.00162673 internal_weight=0 330.402 12.0735 internal_count=2872 2732 140 is_linear=0 shrinkage=0.00134769 Tree=1685 num_leaves=4 num_cat=0 split_feature=1429 160 156 split_gain=18.0143 15.8169 0.281114 threshold=-1.0000000180025095e-35 -0.25833999999999996 0.094860000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011951449813823625 -0.0011851587548799599 0.00011143416217883342 -0.0015653914765352691 leaf_weight=6.0123529424890858 12.936634126119314 317.48377940012142 5.8635039133951068 leaf_count=73 225 2507 67 internal_value=0 6.06044e-05 -0.00138017 internal_weight=0 330.42 11.8759 internal_count=2872 2732 140 is_linear=0 shrinkage=0.00115024 Tree=1686 num_leaves=4 num_cat=0 split_feature=1429 1374 156 split_gain=17.496 16.3567 0.287174 threshold=-1.0000000180025095e-35 0.089520000000000016 0.094860000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011382999884463649 9.9285759577920563e-05 -0.0013732779886470676 -0.0015004396617892338 leaf_weight=5.9324668645858747 320.77339245611802 9.4735741019248945 5.749245104379952 leaf_count=73 2674 58 67 internal_value=0 5.69664e-05 -0.00131869 internal_weight=0 330.247 11.6817 internal_count=2872 2732 140 is_linear=0 shrinkage=0.00110557 Tree=1687 num_leaves=4 num_cat=0 split_feature=1429 1374 157 split_gain=16.9921 15.6272 0.430472 threshold=-1.0000000180025095e-35 0.089520000000000016 -0.07056999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012318118506667425 0.00011148504260169739 -0.001541584353861813 -0.0017389022315744288 leaf_weight=5.3392936978489161 320.78827431052923 9.4770461283624154 6.1517244763672334 leaf_count=60 2674 58 80 internal_value=0 6.39634e-05 -0.00150572 internal_weight=0 330.265 11.491 internal_count=2872 2732 140 is_linear=0 shrinkage=0.00126996 Tree=1688 num_leaves=3 num_cat=0 split_feature=1186 42 split_gain=16.3035 25.8091 threshold=0.081240000000000021 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00093832550872696967 0.0014314315440712942 0.00014451203249215969 leaf_weight=49.176551175303757 15.246899917721747 269.14412263175473 leaf_count=703 85 2026 internal_value=0 -2.2819e-05 internal_weight=0 318.321 internal_count=2814 2729 is_linear=0 shrinkage=0.00137464 Tree=1689 num_leaves=4 num_cat=0 split_feature=15 11 14 split_gain=16.0616 22.5688 3.36709 threshold=-0.34809999999999997 0.088315000000000018 -0.46025499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.7559479045629086e-05 3.7150830714157681e-06 -0.00049231122528554667 0.00033225470444646414 leaf_weight=9.0411948207765835 313.14007652271539 10.091644238680599 17.962098462507129 leaf_count=59 2526 79 150 internal_value=0 -1.17996e-05 0.000250446 internal_weight=0 323.232 27.0033 internal_count=2814 2605 209 is_linear=0 shrinkage=0.000326769 Tree=1690 num_leaves=4 num_cat=0 split_feature=1213 1429 3 split_gain=16.0679 16.511 0.0645701 threshold=-0.082704999999999987 -1.0000000180025095e-35 -0.072264999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014338201862559672 -0.0015468835452347417 0.00015483315501134648 -0.0016956554907277658 leaf_weight=8.4822062263265234 10.693113960325716 311.17552713770419 3.2158348606899372 leaf_count=226 133 2424 31 internal_value=0 9.82104e-05 -0.00150845 internal_weight=0 321.869 11.698 internal_count=2814 2557 257 is_linear=0 shrinkage=0.00134769 Tree=1691 num_leaves=4 num_cat=0 split_feature=1213 1429 15 split_gain=15.6511 15.9958 0.0615878 threshold=-0.082704999999999987 -1.0000000180025095e-35 0.082225000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016337421050697627 -0.0015061327378268741 0.00014838908027667571 -0.0013925132717304705 leaf_weight=3.8298875484615547 10.527599443215875 311.18310102913529 7.6335366279818118 leaf_count=41 133 2424 216 internal_value=0 9.41607e-05 -0.00147569 internal_weight=0 321.711 11.4634 internal_count=2814 2557 257 is_linear=0 shrinkage=0.00132126 Tree=1692 num_leaves=4 num_cat=0 split_feature=12 4 47 split_gain=23.6245 25.0984 18.717 threshold=1.0000000180025095e-35 0.14953500000000003 0.080860000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014596114170694322 -0.00015494074430118373 0.00016037344955715591 -0.00014500781763870791 leaf_weight=133.51134125515819 150.17858662316576 38.02834228053689 33.176354549825191 leaf_count=627 1894 172 136 internal_value=0 -9.12198e-05 8.80387e-05 internal_weight=0 188.207 166.688 internal_count=2829 2066 763 is_linear=0 shrinkage=0.00034677 Tree=1693 num_leaves=4 num_cat=0 split_feature=403 47 1 split_gain=17.5277 16.9065 2.21853 threshold=-0.088654999999999984 0.11771000000000002 0.09530000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013807099739827598 0.00012309035347928801 -0.0011113796320844256 -0.0002661014202207765 leaf_weight=15.547722775489094 294.79617007402703 18.244012141600251 3.3796358685940495 leaf_count=351 2336 115 27 internal_value=0 5.10819e-05 -0.00118216 internal_weight=0 313.04 18.9274 internal_count=2829 2451 378 is_linear=0 shrinkage=0.00124506 Tree=1694 num_leaves=4 num_cat=0 split_feature=12 4 47 split_gain=23.6212 24.6151 18.0684 threshold=1.0000000180025095e-35 0.14953500000000003 0.080860000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014761526033233387 -0.00015319240208179317 0.00016068652458032436 -0.00013865407547442179 leaf_weight=132.13792487606406 148.83997996896505 37.624702360481024 33.150287970900536 leaf_count=627 1894 172 136 internal_value=0 -8.98482e-05 9.01916e-05 internal_weight=0 186.465 165.288 internal_count=2829 2066 763 is_linear=0 shrinkage=0.00034677 Tree=1695 num_leaves=4 num_cat=0 split_feature=4 133 1 split_gain=17.1707 18.762 0.654282 threshold=0.50666500000000003 -0.10071499999999999 0.11834000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012489076402179935 0.00089709226761414032 -3.7760229111864935e-06 0.0013983595965228765 leaf_weight=22.76677095843479 7.8946878388524082 290.09337468165904 11.278235428035257 leaf_count=323 41 2341 124 internal_value=0 -9.44547e-05 0.00119305 internal_weight=0 312.86 19.1729 internal_count=2829 2664 165 is_linear=0 shrinkage=0.00132126 Tree=1696 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=23.2573 25.83 20.4206 threshold=0.088260000000000019 -0.017269999999999997 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017667048110417793 -0.00030999982332213365 0.00022104846777334616 8.0067890110893471e-05 leaf_weight=117.95812151022255 15.385233424603937 20.44338052533567 205.69985857373103 leaf_count=1307 101 112 1368 internal_value=0 -0.000117901 5.28988e-05 internal_weight=0 138.402 221.085 internal_count=2888 1419 1469 is_linear=0 shrinkage=0.000326769 Tree=1697 num_leaves=4 num_cat=0 split_feature=2 16 4 split_gain=20.9762 25.8776 20.3672 threshold=0.088260000000000019 -0.15317999999999996 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016904625562749905 -0.00031103765682744986 -0.00018095415475461712 7.3967690589000731e-05 leaf_weight=26.981450840830803 15.12239660322666 110.06386364065111 205.45602647773921 leaf_count=160 101 1259 1368 internal_value=0 -0.000112032 4.75479e-05 internal_weight=0 137.045 220.578 internal_count=2888 1419 1469 is_linear=0 shrinkage=0.000320362 Tree=1698 num_leaves=4 num_cat=0 split_feature=2 16 4 split_gain=22.2336 26.0665 20.967 threshold=0.088260000000000019 -0.15317999999999996 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017793578504887643 -0.00033111679435720816 -0.00019423906920070194 8.0147729065532504e-05 leaf_weight=26.997378941625357 15.373660683631895 111.62627805164084 207.12222606316209 leaf_count=160 101 1259 1368 internal_value=0 -0.000121742 5.17049e-05 internal_weight=0 138.624 222.496 internal_count=2888 1419 1469 is_linear=0 shrinkage=0.000339971 Tree=1699 num_leaves=4 num_cat=0 split_feature=2 16 4 split_gain=19.3608 22.886 19.9101 threshold=0.088260000000000019 -0.15317999999999996 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064148126354428194 -0.0012548009980255716 -0.00070601628016871338 0.00028980432638833797 leaf_weight=25.254122450947762 14.441133845597504 103.92117673158646 194.43817707290873 leaf_count=160 101 1259 1368 internal_value=0 -0.000442521 0.000182911 internal_weight=0 129.175 208.879 internal_count=2888 1419 1469 is_linear=0 shrinkage=0.00126996 Tree=1700 num_leaves=4 num_cat=0 split_feature=128 160 2 split_gain=17.0419 17.4848 1.89285 threshold=0.089460000000000012 -0.25833999999999996 0.081460000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013429719628714233 -0.0017982092826017138 0.00012073593840571278 -0.00081375452838404569 leaf_weight=14.303626046981661 8.3617160040885192 311.95944311842322 5.4688750375062218 leaf_count=236 102 2453 79 internal_value=0 5.6491e-05 -0.0014106 internal_weight=0 326.263 13.8306 internal_count=2870 2689 181 is_linear=0 shrinkage=0.00129536 Tree=1701 num_leaves=4 num_cat=0 split_feature=160 128 52 split_gain=16.5005 16.907 2.28906 threshold=-0.25833999999999996 0.089460000000000012 0.27623500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052374856455800905 0.00011121980855149347 -0.0013082008761311321 -0.0015777247645300044 leaf_weight=4.3970190142281345 311.96137160295621 13.006153674330561 10.356910887174307 leaf_count=74 2453 170 173 internal_value=0 5.43369e-05 -0.0012647 internal_weight=0 324.968 14.7539 internal_count=2870 2623 247 is_linear=0 shrinkage=0.00122064 Tree=1702 num_leaves=4 num_cat=0 split_feature=160 128 52 split_gain=15.9999 16.3326 2.28437 threshold=-0.25833999999999996 0.089460000000000012 0.27623500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061491010452442913 0.00012993600826280392 -0.0015468699652237911 -0.0018788162335968087 leaf_weight=4.3759982394985846 311.96349737467244 12.852427344769238 10.163032599259166 leaf_count=74 2453 170 173 internal_value=0 6.35006e-05 -0.00149971 internal_weight=0 324.816 14.539 internal_count=2870 2623 247 is_linear=0 shrinkage=0.00145878 Tree=1703 num_leaves=4 num_cat=0 split_feature=376 4 133 split_gain=17.4252 17.5453 2.22115 threshold=0.048375000000000008 -0.49096999999999996 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033958549128392288 0.00012764862603222197 -5.5624041426551295e-06 0.00029689132049809077 leaf_weight=17.014622062444687 14.174863424152134 307.44592232396826 18.270555717870593 leaf_count=130 54 2586 100 internal_value=0 -2.30974e-05 0.000223071 internal_weight=0 324.461 32.4454 internal_count=2870 2716 154 is_linear=0 shrinkage=0.000320362 Tree=1704 num_leaves=4 num_cat=0 split_feature=2 9 155 split_gain=17.1112 24.7917 16.5555 threshold=0.088885000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012546377763408563 0.00019871807127271255 -0.00055017748571901731 -0.0011783025533328288 leaf_weight=10.492703415453432 185.43069558031857 122.26101094530895 11.791078081354497 leaf_count=76 1245 1399 139 internal_value=0 -0.000407367 0.000116286 internal_weight=0 132.754 197.222 internal_count=2859 1475 1384 is_linear=0 shrinkage=0.00112769 Tree=1705 num_leaves=4 num_cat=0 split_feature=2 30 4 split_gain=16.4381 19.8521 16.3816 threshold=0.088885000000000006 1.0000000180025095e-35 -0.50052499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00065588716785966287 -0.0014855602081394008 0.0015678716114891625 0.0002487036060321977 leaf_weight=123.2518803505227 11.834928903728722 8.7793495003133994 185.11328002251685 leaf_count=1401 84 74 1300 internal_value=0 -0.000507814 0.000144355 internal_weight=0 132.031 196.948 internal_count=2859 1475 1384 is_linear=0 shrinkage=0.00143018 Tree=1706 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=20.9952 26.8823 8.65444 threshold=1.0000000180025095e-35 -0.10023999999999998 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015500690280097258 5.4467488448104262e-05 -0.00010007736576311336 0.00034412465081935014 leaf_weight=53.381600422784686 24.582377025857568 253.69417538493872 19.948833579197526 leaf_count=268 132 2347 112 internal_value=0 -5.5727e-05 0.000184318 internal_weight=0 307.076 44.5312 internal_count=2859 2615 244 is_linear=0 shrinkage=0.000326769 Tree=1707 num_leaves=4 num_cat=0 split_feature=13 40 41 split_gain=17.9001 23.6573 12.5721 threshold=-0.10023999999999998 -0.074429999999999982 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022182316370957534 0.00017671096748559585 -9.1769900021974749e-05 -0.00011521912600577742 leaf_weight=42.58252022229135 37.193270575255156 249.13192717311904 14.665711913257836 leaf_count=209 212 2353 85 internal_value=0 -5.68851e-05 0.000135471 internal_weight=0 286.325 57.2482 internal_count=2859 2565 294 is_linear=0 shrinkage=0.00031408 Tree=1708 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=22.616 22.9433 21.2712 threshold=0.0047850000000000011 -0.24921999999999997 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027136393731819067 -0.00023514177814635168 -0.00010190925058037806 0.00028527832573632602 leaf_weight=23.358318854123354 13.030831532552837 257.79196545062587 47.213193858042359 leaf_count=112 61 2377 265 internal_value=0 -7.08809e-05 0.000172672 internal_weight=0 281.15 60.244 internal_count=2815 2489 326 is_linear=0 shrinkage=0.00036078 Tree=1709 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=18.1358 16.1524 3.62123 threshold=-0.24436499999999997 -0.11532999999999999 0.11530500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034379756457826859 -0.0011109983621716533 -8.7401982103972608e-05 0.001409054644048447 leaf_weight=9.3282601945102233 31.252284266985953 267.70076342113316 15.354753337800501 leaf_count=42 230 2380 163 internal_value=0 -0.000194472 0.00100705 internal_weight=0 298.953 24.683 internal_count=2815 2610 205 is_linear=0 shrinkage=0.00134769 Tree=1710 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=25.2857 26.535 23.2986 threshold=0.0047850000000000011 -0.24921999999999997 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023442851219958498 -0.00025918574165028214 -0.00013165802938529462 0.00024062055110876481 leaf_weight=22.903858048841357 12.710271093994377 272.26207666005939 45.765473743900657 leaf_count=112 59 2377 267 internal_value=0 -0.000103238 0.000131934 internal_weight=0 295.166 58.4757 internal_count=2815 2489 326 is_linear=0 shrinkage=0.000326769 Tree=1711 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=22.3581 22.0117 20.3793 threshold=0.0047850000000000011 -0.24921999999999997 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021619234126482541 -0.00019299610474781472 -7.9412936076460965e-05 0.00022649758838154312 leaf_weight=23.084543472155929 12.256969263777135 258.63118786830455 47.421796457841992 leaf_count=112 59 2377 267 internal_value=0 -5.51772e-05 0.000140307 internal_weight=0 281.716 59.6788 internal_count=2815 2489 326 is_linear=0 shrinkage=0.000290162 Tree=1712 num_leaves=4 num_cat=0 split_feature=160 403 16 split_gain=20.0957 18.6963 0.315673 threshold=-0.40187499999999993 -0.092224999999999988 -0.10346499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048179553595459828 -0.00031879912317969944 4.8691447432132081e-05 -0.00036558827822911582 leaf_weight=4.8881691726855925 17.519782584160566 327.55984314763919 8.029277435038237 leaf_count=59 324 2316 173 internal_value=0 3.00173e-05 -0.000410209 internal_weight=0 345.08 12.9174 internal_count=2872 2640 232 is_linear=0 shrinkage=0.00034677 Tree=1713 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=24.6541 20.6556 14.5524 threshold=0.10495000000000002 -0.11327499999999999 0.13582000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014751993702814283 0.00017990072248183053 -9.2671282661346431e-05 -0.00016393215659870226 leaf_weight=47.255268855020404 101.67585103027523 199.83300891937688 15.07961607724428 leaf_count=214 576 2024 58 internal_value=0 -4.67272e-05 0.000135473 internal_weight=0 247.088 116.755 internal_count=2872 2238 634 is_linear=0 shrinkage=0.000326769 Tree=1714 num_leaves=4 num_cat=0 split_feature=160 1 16 split_gain=19.2265 16.5977 0.326257 threshold=-0.40187499999999993 0.10423500000000001 -0.10750499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016222601566465527 -8.1176565242607111e-05 0.00046799119614463147 -0.0012175776804668487 leaf_weight=4.5276650129817426 220.23908582003787 108.7550729047507 7.6493218634277564 leaf_count=58 2004 636 174 internal_value=0 0.000100378 -0.00137035 internal_weight=0 328.994 12.177 internal_count=2872 2640 232 is_linear=0 shrinkage=0.00115024 Tree=1715 num_leaves=4 num_cat=0 split_feature=160 403 16 split_gain=18.6769 17.0946 0.319024 threshold=-0.40187499999999993 -0.092224999999999988 -0.10750499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015522666296100959 -0.0010173866966397449 0.00015170578716438955 -0.0011640519439665255 leaf_weight=4.4470662735402584 16.055293400306255 312.34595441538841 7.5194461075589043 leaf_count=58 324 2316 174 internal_value=0 9.44939e-05 -0.00131057 internal_weight=0 328.401 11.9665 internal_count=2872 2640 232 is_linear=0 shrinkage=0.00110557 Tree=1716 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=20.7294 28.4065 threshold=0.087760000000000019 0.15360000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4764564249257636e-05 -0.00053084575286884968 0.00037700680112702777 leaf_weight=310.64036202104762 8.6166932340711337 23.953724849969149 leaf_count=2642 56 131 internal_value=0 1.33024e-05 internal_weight=0 334.594 internal_count=2829 2773 is_linear=0 shrinkage=0.00034677 Tree=1717 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=20.1395 28.8934 threshold=0.087760000000000019 0.15360000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.4596620949678905e-05 -0.00049830890434307345 0.00036063101349064034 leaf_weight=313.78451181715354 8.7726688813418132 24.564645282924175 leaf_count=2642 56 131 internal_value=0 1.26643e-05 internal_weight=0 338.349 internal_count=2829 2773 is_linear=0 shrinkage=0.000333305 Tree=1718 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=22.0713 26.3157 threshold=0.087760000000000019 0.15360000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.8014341117718034e-05 -0.0020438916478387153 0.0013746244735856668 leaf_weight=296.79569982457906 8.2912412695586664 22.545397935435176 leaf_count=2642 56 131 internal_value=0 5.24998e-05 internal_weight=0 319.341 internal_count=2829 2773 is_linear=0 shrinkage=0.00126996 Tree=1719 num_leaves=4 num_cat=0 split_feature=123 38 1 split_gain=23.9869 18.5984 9.44755 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.091265000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0152327244089024e-05 -3.2226755865221155e-05 -0.00050364301021393518 0.00032841086380999452 leaf_weight=291.6738596544601 11.349281743168829 9.4759901221841556 32.207684999331832 leaf_count=2528 37 58 206 internal_value=0 -3.53968e-05 0.00023447 internal_weight=0 301.15 43.557 internal_count=2829 2586 243 is_linear=0 shrinkage=0.000339971 Tree=1720 num_leaves=4 num_cat=0 split_feature=1456 133 160 split_gain=15.4558 15.0955 2.61892 threshold=-1.0000000180025095e-35 0.18829500000000002 0.059580000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015441330752257664 0.00013531135696164901 -0.0012879536781424388 -0.00035844812798309052 leaf_weight=11.198718845844267 304.92895058728755 12.492722836323081 4.1224627629853776 leaf_count=192 2308 255 66 internal_value=0 7.9222e-05 -0.00122594 internal_weight=0 317.422 15.3212 internal_count=2821 2563 258 is_linear=0 shrinkage=0.00126996 Tree=1721 num_leaves=4 num_cat=0 split_feature=12 4 47 split_gain=18.7591 25.2631 16.914 threshold=0.084055000000000005 0.14953500000000003 0.080075000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013433967004202187 -0.00014885151874503727 0.00015161553314724574 -0.0001102417015008924 leaf_weight=140.88636957202107 126.25966190500185 41.22176506370306 40.406161729246378 leaf_count=742 1723 187 169 internal_value=0 -7.48895e-05 7.98219e-05 internal_weight=0 167.481 181.293 internal_count=2821 1910 911 is_linear=0 shrinkage=0.000333305 Tree=1722 num_leaves=4 num_cat=0 split_feature=15 4 157 split_gain=15.0176 26.2953 16.4604 threshold=0.085260000000000016 0.14953500000000003 -0.084489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011434105813268758 -0.0010654124897498389 0.0012268592099957886 0.00023393234648846545 leaf_weight=16.762191521469504 45.684540809132159 11.328486517071722 258.8048230279237 leaf_count=198 815 45 1763 internal_value=0 -0.00060968 0.000150078 internal_weight=0 57.013 275.567 internal_count=2821 860 1961 is_linear=0 shrinkage=0.00134769 Tree=1723 num_leaves=4 num_cat=0 split_feature=12 16 47 split_gain=19.7484 25.8722 16.6226 threshold=0.084055000000000005 -0.17549499999999998 0.080075000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013335708611722833 0.00014940511495192468 -0.00015315368081524977 -0.00010801030808627329 leaf_weight=141.4457593858242 41.6121831163764 127.72920811828226 40.83500787243247 leaf_count=742 196 1714 169 internal_value=0 -7.87976e-05 7.92797e-05 internal_weight=0 169.341 182.281 internal_count=2821 1910 911 is_linear=0 shrinkage=0.000333305 Tree=1724 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=26.4542 18.609 16.5803 threshold=0.10100500000000003 0.11429000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5777931720686011e-05 0.00028575100213826368 0.00035892831653664786 3.213518664627457e-05 leaf_weight=206.25183339277282 43.044068701565266 10.489528860896824 85.497899068519473 leaf_count=2087 278 29 446 internal_value=0 -7.37421e-05 0.000117092 internal_weight=0 216.741 128.542 internal_count=2840 2116 724 is_linear=0 shrinkage=0.000333305 Tree=1725 num_leaves=4 num_cat=0 split_feature=1 13 12 split_gain=27.3211 18.0173 17.829 threshold=0.10100500000000003 -0.4706749999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037800144520425946 0.00028780451410525057 -9.725171266420782e-05 2.7415830448703257e-05 leaf_weight=9.2318641096353513 43.999284770339727 210.93748119287193 86.862374579533935 leaf_count=20 278 2096 446 internal_value=0 -7.72929e-05 0.000114995 internal_weight=0 220.169 130.862 internal_count=2840 2116 724 is_linear=0 shrinkage=0.000333305 Tree=1726 num_leaves=4 num_cat=0 split_feature=1 457 13 split_gain=19.7903 20.1776 4.01415 threshold=0.12856000000000004 0.069705000000000003 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026489547219309443 0.001413842966310784 0.0006107469988984298 0.00053628599079012839 leaf_weight=246.77514479262754 13.419770669192074 48.853354182094336 20.367488007992506 leaf_count=2380 133 220 107 internal_value=0 -0.000120163 0.00088544 internal_weight=0 295.628 33.7873 internal_count=2840 2600 240 is_linear=0 shrinkage=0.00124506 Tree=1727 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=19.3394 17.356 16.076 threshold=0.10100500000000003 0.11429000000000002 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036280384847527542 9.1172523498140061e-05 0.0014723689489650547 0.0011860598951638662 leaf_weight=197.70906521612778 84.600801033899188 10.223958671092985 36.159949211403728 leaf_count=2087 480 29 244 internal_value=0 -0.000272442 0.000419155 internal_weight=0 207.933 120.761 internal_count=2840 2116 724 is_linear=0 shrinkage=0.00137464 Tree=1728 num_leaves=4 num_cat=0 split_feature=123 130 1 split_gain=18.5075 22.2101 5.44359 threshold=1.0000000180025095e-35 -0.076894999999999977 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029219776071139834 1.992653071537625e-05 -5.3914049840238245e-05 0.00028785820042803061 leaf_weight=22.187923861667514 11.879569724202154 284.06223872955889 28.966455170884728 leaf_count=113 36 2470 205 internal_value=0 -2.88215e-05 0.000209979 internal_weight=0 306.25 40.846 internal_count=2824 2583 241 is_linear=0 shrinkage=0.000333305 Tree=1729 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=18.2018 17.0566 threshold=0.077685000000000018 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.2061636064333192e-05 -0.0017103832999462287 0.0011400589289848543 leaf_weight=291.0757259959355 11.316839277744291 25.497277429327369 leaf_count=2587 97 140 internal_value=0 6.24058e-05 internal_weight=0 316.573 internal_count=2824 2727 is_linear=0 shrinkage=0.00137464 Tree=1730 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=17.5692 16.502 threshold=0.077685000000000018 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.0127164062857021e-05 -0.0016235115198683413 0.0010840048910585936 leaf_weight=291.05977821024135 11.203925877809523 25.199939830228686 leaf_count=2587 97 140 internal_value=0 5.87082e-05 internal_weight=0 316.26 internal_count=2824 2727 is_linear=0 shrinkage=0.00132126 Tree=1731 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=18.1626 21.0138 4.42951 threshold=1.0000000180025095e-35 -0.10081 0.085845000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015566798883180202 0.00010284914859266868 -7.0419479721753916e-05 0.00032259375344040607 leaf_weight=55.692001359537244 21.628456301987171 253.39416409749538 19.296178080141544 leaf_count=281 125 2302 116 internal_value=0 -2.96753e-05 0.000206562 internal_weight=0 309.086 40.9246 internal_count=2824 2583 241 is_linear=0 shrinkage=0.000333305 Tree=1732 num_leaves=4 num_cat=0 split_feature=52 1212 0 split_gain=18.9163 18.7481 4.99421 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.088084999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040608983945727002 -0.00012604835088199514 5.3196542400430367e-05 -0.00044897184488772412 leaf_weight=11.988890279084442 12.359029427170755 316.09020044282079 12.601497478783129 leaf_count=195 111 2311 221 internal_value=0 3.63903e-05 -0.000289297 internal_weight=0 328.079 24.9605 internal_count=2838 2506 332 is_linear=0 shrinkage=0.00036078 Tree=1733 num_leaves=4 num_cat=0 split_feature=1456 11 13 split_gain=19.9792 19.9023 0.128227 threshold=-1.0000000180025095e-35 0.087830000000000005 -0.060059999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014894869489687954 0.0002189710239335535 -0.0013298549535933073 -0.001792938532276495 leaf_weight=8.0633523287251574 302.44571968354285 17.959619667381048 5.8229951662942758 leaf_count=189 2455 115 79 internal_value=0 0.000132081 -0.00161902 internal_weight=0 320.405 13.8863 internal_count=2838 2570 268 is_linear=0 shrinkage=0.00143018 Tree=1734 num_leaves=4 num_cat=0 split_feature=1456 11 13 split_gain=19.4148 19.0023 0.126555 threshold=-1.0000000180025095e-35 0.087830000000000005 -0.077334999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012355692148447407 0.00018269220883598944 -0.0011082588211931402 -0.001492699170042985 leaf_weight=6.2889646901749074 302.45542437816039 17.980937421321869 7.346677841152994 leaf_count=164 2455 115 104 internal_value=0 0.00011019 -0.001376 internal_weight=0 320.436 13.6356 internal_count=2838 2570 268 is_linear=0 shrinkage=0.00122064 Tree=1735 num_leaves=4 num_cat=0 split_feature=1456 11 13 split_gain=18.8673 18.1426 0.125093 threshold=-1.0000000180025095e-35 0.087830000000000005 -0.077334999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001330730821066153 0.00019331023469375472 -0.0011712975095596434 -0.0016100284670274507 leaf_weight=6.1801372235640883 302.4655552576296 18.002811320126057 7.2090204297564906 leaf_count=164 2455 115 104 internal_value=0 0.000116586 -0.00148319 internal_weight=0 320.468 13.3892 internal_count=2838 2570 268 is_linear=0 shrinkage=0.00132126 Tree=1736 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=27.3335 21.9232 17.4667 threshold=0.10100500000000003 -0.11327499999999999 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013328685458680647 0.00017880659591045824 -0.00013340151960385929 -8.4934789718674132e-05 leaf_weight=40.375138001516461 94.827749837189913 177.77039001602679 37.365975918248296 leaf_count=183 535 1907 189 internal_value=0 -8.40346e-05 0.000104256 internal_weight=0 218.146 132.194 internal_count=2814 2090 724 is_linear=0 shrinkage=0.000326769 Tree=1737 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=27.956 24.4739 19.2928 threshold=0.10100500000000003 -0.11327499999999999 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014443601995356339 0.00018243672035909216 -0.00013905345567161753 -9.6797963398564675e-05 leaf_weight=39.774969927966595 93.967017618939281 177.8527528392151 36.737560724839568 leaf_count=183 535 1907 189 internal_value=0 -8.72331e-05 0.000103949 internal_weight=0 217.628 130.705 internal_count=2814 2090 724 is_linear=0 shrinkage=0.000326769 Tree=1738 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=25.2567 23.0729 17.5325 threshold=0.10100500000000003 -0.11327499999999999 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013098047385140161 0.0001397304232705747 -0.00012218216268731108 -0.00016668139982388021 leaf_weight=40.213312948122621 110.2826384678483 177.82436096854508 20.106244146823883 leaf_count=183 639 1907 85 internal_value=0 -7.54833e-05 9.24636e-05 internal_weight=0 218.038 130.389 internal_count=2814 2090 724 is_linear=0 shrinkage=0.000301884 Tree=1739 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=31.9986 24.5639 17.535 threshold=0.10100500000000003 -0.11327499999999999 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016233294061603187 0.00021601224747559201 -0.0001651411503596691 -9.02947656267318e-05 leaf_weight=41.054526675492525 97.559438653290272 183.97504905471578 38.07653047144413 leaf_count=183 535 1907 189 internal_value=0 -0.000105388 0.000130023 internal_weight=0 225.03 135.636 internal_count=2814 2090 724 is_linear=0 shrinkage=0.000382862 Tree=1740 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=17.3652 22.2459 17.9481 threshold=0.0047850000000000011 -0.094744999999999982 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014932921035295212 -0.00016796864250783887 -7.4463559298904657e-05 0.00025964488982409468 leaf_weight=59.299899328500032 13.519342917948959 236.60270651429892 46.443126356229186 leaf_count=328 58 2226 266 internal_value=0 -2.9608e-05 0.000163211 internal_weight=0 295.903 59.9625 internal_count=2878 2554 324 is_linear=0 shrinkage=0.000326769 Tree=1741 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=18.2009 20.946 17.1731 threshold=0.0047850000000000011 -0.094744999999999982 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015932116800656089 -0.00017497201536391646 -8.0753474093718145e-05 0.00028782319620519802 leaf_weight=59.062678385525942 13.417212363332508 237.26966153923422 46.78758486174047 leaf_count=328 58 2226 266 internal_value=0 -3.28965e-05 0.000184662 internal_weight=0 296.332 60.2048 internal_count=2878 2554 324 is_linear=0 shrinkage=0.00036078 Tree=1742 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=18.7279 24.0475 17.5862 threshold=0.0047850000000000011 -0.094744999999999982 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016592967737266712 -0.00017511294746510559 -8.4395482166643398e-05 0.00028233587582582401 leaf_weight=60.055756570771337 13.493074283003805 239.0829877234064 47.427883982658386 leaf_count=328 58 2226 266 internal_value=0 -3.41323e-05 0.000180995 internal_weight=0 299.139 60.921 internal_count=2878 2554 324 is_linear=0 shrinkage=0.000353706 Tree=1743 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=19.2615 22.8556 17.1924 threshold=0.0047850000000000011 -0.094744999999999982 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001513318239536113 -0.00015771171604326873 -7.8650330100054104e-05 0.00026719918411649183 leaf_weight=60.021094409748912 13.590459775179623 239.47651978861541 47.541958155110478 leaf_count=328 58 2226 266 internal_value=0 -3.25538e-05 0.000172717 internal_weight=0 299.498 61.1324 internal_count=2878 2554 324 is_linear=0 shrinkage=0.000333305 Tree=1744 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=19.2947 23.4735 6.42168 threshold=0.12856000000000004 0.13342000000000001 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2771251023553116e-05 0.00031980474557763119 -0.00048070170340780671 8.5330802309522297e-05 leaf_weight=311.44212622614577 14.421123422682284 8.9382129050791246 24.555532110854983 leaf_count=2586 125 49 114 internal_value=0 -3.55748e-05 0.000172199 internal_weight=0 320.38 38.9767 internal_count=2874 2635 239 is_linear=0 shrinkage=0.000278894 Tree=1745 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=17.7868 43.0682 26.0608 threshold=-0.077944999999999987 -0.10072999999999999 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020588381819580079 -0.0017885832096483194 -0.0012717056082833657 0.0005923572514487795 leaf_weight=126.20337038952857 12.635995475575326 80.571121139451861 121.64677392877638 leaf_count=605 182 1275 812 internal_value=0 -0.000369933 0.000368089 internal_weight=0 206.774 134.283 internal_count=2874 1880 994 is_linear=0 shrinkage=0.00157903 Tree=1746 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=17.1431 28.1122 25.8548 threshold=-0.10072999999999999 0.09450500000000002 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087100456250098534 -0.00053879684897743287 0.00023110309302216468 -0.00065351006414923697 leaf_weight=53.721892384812236 147.59605084685609 117.03362024575472 21.398601766675711 leaf_count=256 1755 717 146 internal_value=0 -0.000198313 0.00043668 internal_weight=0 264.63 75.1205 internal_count=2874 2472 402 is_linear=0 shrinkage=0.00117324 Tree=1747 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=16.7893 41.2945 25.1134 threshold=-0.077944999999999987 -0.10072999999999999 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001473178192833444 -0.0012997056444133486 -0.0009121866287323271 0.00042099422618663827 leaf_weight=125.90586157236248 12.348277705721555 79.316128815058619 121.2066469732672 leaf_count=605 182 1275 812 internal_value=0 -0.000262216 0.000261738 internal_weight=0 205.222 133.555 internal_count=2874 1880 994 is_linear=0 shrinkage=0.00115024 Tree=1748 num_leaves=4 num_cat=0 split_feature=1213 484 52 split_gain=16.2612 18.0063 9.98636 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00076416320934456208 -0.00087910346066592175 0.00016443098915097307 -0.0013864761881579822 leaf_weight=3.8895402969792512 26.994927300605923 279.97965742275119 18.295720717404038 leaf_count=27 416 1984 401 internal_value=0 7.2615e-05 -0.00100909 internal_weight=0 306.975 22.1853 internal_count=2828 2400 428 is_linear=0 shrinkage=0.00122064 Tree=1749 num_leaves=4 num_cat=0 split_feature=1213 47 52 split_gain=15.7798 17.6909 9.77065 threshold=-1.0000000180025095e-35 0.087235000000000021 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00078902463634171873 0.00021283261512172611 -0.00062851058475700355 -0.0014681174151140476 leaf_weight=3.9082070244476226 256.65384085057303 50.106256889179349 17.928794061299413 leaf_count=27 2059 341 401 internal_value=0 7.53769e-05 -0.00106382 internal_weight=0 306.76 21.837 internal_count=2828 2400 428 is_linear=0 shrinkage=0.00129536 Tree=1750 num_leaves=4 num_cat=0 split_feature=1213 484 52 split_gain=18.0433 20.4791 9.25017 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016151270402413141 -0.00023153820759902469 4.4540938663895801e-05 -0.00035622016420073892 leaf_weight=4.118560052476826 29.096242939122021 295.61213029222563 19.346896590664983 leaf_count=27 416 1984 401 internal_value=0 1.97901e-05 -0.000265292 internal_weight=0 324.708 23.4655 internal_count=2828 2400 428 is_linear=0 shrinkage=0.00031408 Tree=1751 num_leaves=4 num_cat=0 split_feature=1213 484 52 split_gain=18.739 19.5621 9.20317 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017149216630552773 -0.00024509085024570988 4.7411363324471322e-05 -0.00038593771936032547 leaf_weight=4.1245818547904518 28.987549691461027 297.09750065859407 19.842882739845663 leaf_count=27 416 1984 401 internal_value=0 2.13964e-05 -0.000289949 internal_weight=0 326.085 23.9675 internal_count=2828 2400 428 is_linear=0 shrinkage=0.000339971 Tree=1752 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=15.419 19.0122 threshold=0.073890000000000011 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00065948219688624274 -0.0012513190122436797 -4.0099512351364002e-05 leaf_weight=71.168841830454767 12.296887518838046 254.59610959887505 leaf_count=340 96 2391 internal_value=0 0.000112766 internal_weight=0 325.765 internal_count=2827 2731 is_linear=0 shrinkage=0.00119671 Tree=1753 num_leaves=4 num_cat=0 split_feature=15 15 0 split_gain=15.8536 17.7367 4.00166 threshold=-0.24436499999999997 -0.11532999999999999 -0.14026999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.026675549709864e-05 -0.0002401537428999764 2.0342669106672117e-05 0.00031321293602777818 leaf_weight=9.9657453671097738 32.248274624347687 290.02606858219951 23.008427543565631 leaf_count=53 226 2369 179 internal_value=0 -5.7365e-06 0.000236844 internal_weight=0 322.274 32.9742 internal_count=2827 2595 232 is_linear=0 shrinkage=0.000333305 Tree=1754 num_leaves=4 num_cat=0 split_feature=15 43 0 split_gain=16.982 18.5087 4.04277 threshold=-0.24436499999999997 0.25123500000000004 -0.14026999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5907637110612725e-05 8.4107674713564021e-06 -0.00041242932368364029 0.00032773319225953644 leaf_weight=10.126114726066588 315.71950527885929 13.068667552433906 23.733158249408007 leaf_count=53 2435 160 179 internal_value=0 -8.33975e-06 0.000249512 internal_weight=0 328.788 33.8593 internal_count=2827 2595 232 is_linear=0 shrinkage=0.00034677 Tree=1755 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=14.8395 18.2244 threshold=0.073890000000000011 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00078672209054343842 -0.001501988823421225 -4.7969857338554297e-05 leaf_weight=71.173931761644781 12.220941936597226 255.20175531040877 leaf_count=340 96 2391 internal_value=0 0.00013409 internal_weight=0 326.376 internal_count=2827 2731 is_linear=0 shrinkage=0.00145878 Tree=1756 num_leaves=4 num_cat=0 split_feature=376 43 16 split_gain=16.3284 17.8292 4.61154 threshold=0.048375000000000008 0.18078000000000002 -0.0063399999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9318754606516663e-05 0.0011172155884520705 -0.0012866438077566115 0.00025793759689876611 leaf_weight=286.7296693935059 17.861052934080366 14.462353694252668 13.347145879641173 leaf_count=2538 103 188 59 internal_value=0 -8.97695e-05 0.000750101 internal_weight=0 301.192 31.2082 internal_count=2888 2726 162 is_linear=0 shrinkage=0.00110557 Tree=1757 num_leaves=3 num_cat=0 split_feature=9 43 split_gain=15.793 13.8823 threshold=-1.0000000180025095e-35 0.18078000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0013487236397883968 -1.0539213843947013e-05 -0.0012809075908271383 leaf_weight=14.217408230528234 301.88502952316776 15.783896073233334 leaf_count=98 2597 193 internal_value=0 -7.37327e-05 internal_weight=0 317.669 internal_count=2888 2790 is_linear=0 shrinkage=0.00132126 Tree=1758 num_leaves=4 num_cat=0 split_feature=123 1 43 split_gain=19.4111 15.4633 7.87673 threshold=1.0000000180025095e-35 0.13584500000000002 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5003435309839561e-05 0.00029171137955447997 0.00024250458081289043 -2.7699674070775675e-05 leaf_weight=281.21220464538783 32.932314148172736 21.735526002943516 12.233010090887545 leaf_count=2504 191 128 65 internal_value=0 -3.36443e-05 0.000205224 internal_weight=0 302.948 45.1653 internal_count=2888 2632 256 is_linear=0 shrinkage=0.000339971 Tree=1759 num_leaves=4 num_cat=0 split_feature=1 47 3 split_gain=19.8189 17.3575 17.2566 threshold=0.10100500000000003 0.087850000000000025 -0.12032499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010041348332327648 0.00014616019805341798 -0.00012559402586256776 -0.00014123475621016264 leaf_weight=39.590732589364052 87.364448750391603 37.22036112472415 191.89202873641625 leaf_count=170 552 193 1973 internal_value=0 6.49654e-05 -9.99005e-05 internal_weight=0 124.585 231.483 internal_count=2888 745 2143 is_linear=0 shrinkage=0.000333305 Tree=1760 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=19.4116 20.5103 15.9103 threshold=0.084055000000000005 0.13062500000000002 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038981136360465246 -0.00049885464345608547 0.001298398571094941 -0.00064741045092298196 leaf_weight=146.79561905283481 145.29538826225325 10.540119029581545 27.149634480476379 leaf_count=797 1854 52 138 internal_value=0 -0.000377151 0.000227867 internal_weight=0 155.836 173.945 internal_count=2841 1906 935 is_linear=0 shrinkage=0.00124506 Tree=1761 num_leaves=4 num_cat=0 split_feature=12 1 16 split_gain=26.4142 22.826 16.7327 threshold=0.084055000000000005 0.13062500000000002 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011119055118664297 -0.00013779305253269877 0.00032955120898457674 -0.00015596231777153594 leaf_weight=156.36570991016924 155.75790209975094 11.501170832663773 28.420093948021531 leaf_count=797 1854 52 138 internal_value=0 -0.000105623 7.00905e-05 internal_weight=0 167.259 184.786 internal_count=2841 1906 935 is_linear=0 shrinkage=0.000320362 Tree=1762 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=24.6432 22.0409 16.0228 threshold=0.084055000000000005 -0.060094999999999989 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010980229941556418 -0.00017683601167791199 9.5589167183102359e-05 -0.00015892454282534854 leaf_weight=154.12818157952279 121.80397735442966 42.857330597937107 27.977179368957877 leaf_count=797 1653 253 138 internal_value=0 -0.000105928 6.8505e-05 internal_weight=0 164.661 182.105 internal_count=2841 1906 935 is_linear=0 shrinkage=0.000326769 Tree=1763 num_leaves=4 num_cat=0 split_feature=12 0 16 split_gain=18.8312 20.4075 15.2393 threshold=0.084055000000000005 -0.060094999999999989 0.14824000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038324884442126722 -0.00064254310349934568 0.00037927136941999799 -0.00063109983131361081 leaf_weight=146.78712345100939 114.24578046379611 41.217287309467793 27.198578348383307 leaf_count=797 1653 253 138 internal_value=0 -0.00037162 0.000224627 internal_weight=0 155.463 173.986 internal_count=2841 1906 935 is_linear=0 shrinkage=0.00124506 Tree=1764 num_leaves=4 num_cat=0 split_feature=403 484 1213 split_gain=18.582 21.0523 17.7666 threshold=-1.0000000180025095e-35 0.079155000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030312480937413368 -0.00038067196891823283 0.0002846932151394801 4.9039867369764157e-05 leaf_weight=36.799536219332367 11.063492693006991 8.2772054802626354 300.94582651043311 leaf_count=651 176 48 2023 internal_value=0 -0.000195112 3.37804e-05 internal_weight=0 45.0767 312.009 internal_count=2898 699 2199 is_linear=0 shrinkage=0.000333305 Tree=1765 num_leaves=4 num_cat=0 split_feature=403 484 1213 split_gain=15.5423 21.634 16.6197 threshold=-1.0000000180025095e-35 0.079155000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001209280422450121 -0.0015373504845792572 0.0012437975697001315 0.00019211432679528358 leaf_weight=34.208650794811547 10.439427817240356 8.0526384497061354 288.07963440055028 leaf_count=651 176 48 2023 internal_value=0 -0.00074151 0.000131539 internal_weight=0 42.2613 298.519 internal_count=2898 699 2199 is_linear=0 shrinkage=0.00134769 Tree=1766 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=17.8183 28.1649 22.1593 threshold=0.0047850000000000011 0.11978500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4472777427885216e-06 -0.00020037616587955244 -0.0005092698977147552 0.00027902235214061877 leaf_weight=280.92911465000361 15.021471315994857 14.047270836308597 50.628421079367399 leaf_count=2465 67 80 286 internal_value=0 -3.04239e-05 0.000169304 internal_weight=0 294.976 65.6499 internal_count=2898 2545 353 is_linear=0 shrinkage=0.00034677 Tree=1767 num_leaves=4 num_cat=0 split_feature=123 130 133 split_gain=17.7831 16.7308 6.91137 threshold=1.0000000180025095e-35 0.079100000000000018 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3482624265337295e-06 7.7809013159699743e-05 -0.00034715333090343551 0.00033929834505879098 leaf_weight=300.56792518449947 22.624665396288037 15.895008234772829 20.645110866054893 leaf_count=2333 127 316 122 internal_value=0 -2.06365e-05 0.000202667 internal_weight=0 316.463 43.2698 internal_count=2898 2649 249 is_linear=0 shrinkage=0.000326769 Tree=1768 num_leaves=4 num_cat=0 split_feature=484 1213 3 split_gain=14.7393 15.8385 6.58082 threshold=-0.0048899999999999994 -0.082704999999999987 -0.036619999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013698131816809044 -0.0013194984960721407 0.00014347564587396852 -0.0001925725199576126 leaf_weight=14.721591947600247 10.978234171401708 291.80542239127681 12.637475820258258 leaf_count=362 257 2165 71 internal_value=0 9.03517e-05 -0.000826545 internal_weight=0 302.784 27.3591 internal_count=2855 2422 433 is_linear=0 shrinkage=0.00119671 Tree=1769 num_leaves=4 num_cat=0 split_feature=1 13 48 split_gain=20.2255 19.7124 14.376 threshold=0.10100500000000003 -0.4706749999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042569832291137311 0.00016278065860293812 -8.4260079212730393e-05 -0.00018225713441588826 leaf_weight=9.9065027162432653 109.62319822050631 212.88016861584038 17.505349315702915 leaf_count=20 630 2137 68 internal_value=0 -6.15496e-05 0.000115249 internal_weight=0 222.787 127.129 internal_count=2855 2157 698 is_linear=0 shrinkage=0.000353706 Tree=1770 num_leaves=4 num_cat=0 split_feature=403 484 484 split_gain=14.692 22.1017 16.8786 threshold=-1.0000000180025095e-35 0.079155000000000017 -0.0048899999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001169822154272971 -0.00083769598195107672 0.0010784302864901519 0.00020752033441677657 leaf_weight=31.70366074424237 26.326817397028208 8.6038274583406729 263.33955785864964 leaf_count=651 383 53 1768 internal_value=0 -0.000689638 0.000112475 internal_weight=0 40.3075 289.666 internal_count=2855 704 2151 is_linear=0 shrinkage=0.00124506 Tree=1771 num_leaves=4 num_cat=0 split_feature=1 13 48 split_gain=23.1257 19.2914 15.1226 threshold=0.10100500000000003 -0.4706749999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034939783918285893 0.00014210702903005306 -7.3955686258990978e-05 -0.00015458317922382601 leaf_weight=9.8425192385911924 111.24229777418077 214.78273881506175 17.386521108448505 leaf_count=20 630 2137 68 internal_value=0 -5.53773e-05 0.000101987 internal_weight=0 224.625 128.629 internal_count=2855 2157 698 is_linear=0 shrinkage=0.000295965 Tree=1772 num_leaves=4 num_cat=0 split_feature=15 376 1 split_gain=19.8017 16.937 4.25572 threshold=-0.24436499999999997 0.048375000000000008 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010790002769634109 -6.4297404969598489e-05 0.00027352444310833218 0.00041130612899077331 leaf_weight=11.449925102293493 287.78060225071386 24.546231109648943 18.402665462344885 leaf_count=53 2483 105 169 internal_value=0 -3.77324e-05 0.000295078 internal_weight=0 312.327 29.8526 internal_count=2810 2588 222 is_linear=0 shrinkage=0.00039052 Tree=1773 num_leaves=4 num_cat=0 split_feature=15 43 1 split_gain=16.1838 15.5762 2.67307 threshold=-0.34809999999999997 -0.075414999999999982 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048113864646923566 0.00026652780766994337 -0.00035011048349223864 0.0013839634260714578 leaf_weight=9.6011795960366744 117.59826192772016 182.41669469606131 14.270626675337551 leaf_count=45 1019 1593 153 internal_value=0 -0.000108402 0.00102152 internal_weight=0 300.015 23.8718 internal_count=2810 2612 198 is_linear=0 shrinkage=0.00132126 Tree=1774 num_leaves=4 num_cat=0 split_feature=15 158 1 split_gain=15.6779 16.4803 2.68152 threshold=-0.34809999999999997 0.09908500000000002 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004117060612912406 -3.4088278845804482e-05 -0.0013415411922990197 0.0012035444928933841 leaf_weight=9.5498454496264475 286.62656105495989 13.33032963471487 13.968792183324693 leaf_count=45 2430 182 153 internal_value=0 -9.22742e-05 0.00088261 internal_weight=0 299.957 23.5186 internal_count=2810 2612 198 is_linear=0 shrinkage=0.00115024 Tree=1775 num_leaves=4 num_cat=0 split_feature=376 15 2 split_gain=18.1665 17.9716 3.23135 threshold=0.048375000000000008 -0.34809999999999997 0.09494000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022539074098573819 0.00011681436086872401 -4.6933515460660442e-05 0.00031749551465850841 leaf_weight=22.863385176286101 13.634844474494459 293.47655764129013 14.563023418188093 leaf_count=159 81 2503 67 internal_value=0 -2.72389e-05 0.000220603 internal_weight=0 316.34 28.1979 internal_count=2810 2662 148 is_linear=0 shrinkage=0.000295965 Tree=1776 num_leaves=4 num_cat=0 split_feature=1213 480 0 split_gain=28.0175 18.8315 1.63461 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.11367499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011536851051995928 5.540136014881271e-05 -0.00032625603077194481 -0.00034556760491033387 leaf_weight=3.4719747155904797 326.29672953952104 12.717598130926488 19.418233748991042 leaf_count=26 2264 179 411 internal_value=0 4.10665e-05 -0.000310776 internal_weight=0 339.014 22.8902 internal_count=2880 2443 437 is_linear=0 shrinkage=0.000307922 Tree=1777 num_leaves=4 num_cat=0 split_feature=403 472 3 split_gain=28.7845 19.6907 10.7314 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5583514888661818e-05 -0.00042936585785897886 7.0906340464652011e-05 -0.0003637916607633193 leaf_weight=10.822775967419146 10.143449604511259 313.36950714513659 30.775615077465773 leaf_count=75 139 2059 607 internal_value=0 5.51964e-05 -0.000257311 internal_weight=0 323.513 41.5984 internal_count=2880 2198 682 is_linear=0 shrinkage=0.000353706 Tree=1778 num_leaves=4 num_cat=0 split_feature=403 472 3 split_gain=29.1058 18.9169 9.62297 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2708641873375069e-05 -0.00035236348402182388 5.9520420439448846e-05 -0.00029728753446089853 leaf_weight=10.728454139083622 9.664164934307335 308.29926534602419 30.095365228597075 leaf_count=75 139 2059 607 internal_value=0 4.69812e-05 -0.000213222 internal_weight=0 317.963 40.8238 internal_count=2880 2198 682 is_linear=0 shrinkage=0.000290162 Tree=1779 num_leaves=4 num_cat=0 split_feature=403 472 3 split_gain=30.5648 20.1611 9.81149 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.097454999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7048090379540873e-05 -0.00042288051291555724 7.3462055717634915e-05 -0.00035640685590557019 leaf_weight=10.824927147477863 10.140228889882563 314.22615659236908 30.963097815867513 leaf_count=75 139 2059 607 internal_value=0 5.79216e-05 -0.000257108 internal_weight=0 324.366 41.788 internal_count=2880 2198 682 is_linear=0 shrinkage=0.00034677 Tree=1780 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=17.0589 16.587 4.92494 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5006132994264517e-05 3.9834166713313744e-06 0.0010443255834963036 -0.0014261697881986311 leaf_weight=4.8351146499626365 282.98808702919632 27.063202863559127 16.10265632160008 leaf_count=77 2221 185 360 internal_value=0 9.48497e-05 -0.00108902 internal_weight=0 310.051 20.9378 internal_count=2843 2406 437 is_linear=0 shrinkage=0.00126996 Tree=1781 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=19.6241 27.129 22.6848 threshold=0.0047850000000000011 0.11928500000000002 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.772256864721479e-06 -0.00018545361678863422 -0.00049745836399304859 0.00030434792818973764 leaf_weight=271.08867269614711 15.711731426417826 14.979364234954117 47.728607824072242 leaf_count=2425 68 84 266 internal_value=0 -3.43928e-05 0.000183024 internal_weight=0 286.068 63.4403 internal_count=2843 2509 334 is_linear=0 shrinkage=0.000353706 Tree=1782 num_leaves=4 num_cat=0 split_feature=1213 159 403 split_gain=16.5741 16.0478 4.87375 threshold=-1.0000000180025095e-35 -0.032069999999999994 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.4850449705454428e-05 -0.00091429826482817178 0.00019111713449773682 -0.0015102572498171675 leaf_weight=4.841842895839366 26.01800754154101 284.37390778865665 15.801032604184 leaf_count=77 373 2033 360 internal_value=0 9.84073e-05 -0.00114815 internal_weight=0 310.392 20.6429 internal_count=2843 2406 437 is_linear=0 shrinkage=0.00134769 Tree=1783 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=18.7041 28.4614 22.2281 threshold=0.0047850000000000011 0.11928500000000002 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5015080867272274e-06 -0.00017473627587376073 -0.00048833931091440334 0.0002909543016604855 leaf_weight=269.56826621154323 15.806326907128094 14.870635420083998 47.140818759799004 leaf_count=2425 68 84 266 internal_value=0 -3.07756e-05 0.000174 internal_weight=0 284.439 62.9471 internal_count=2843 2509 334 is_linear=0 shrinkage=0.000339971 Tree=1784 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=21.6462 16.5442 6.16446 threshold=0.18829500000000002 0.14114500000000005 -0.40233499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3794194531040895e-05 -0.00033072633838890413 0.0016589975517221414 -0.0016215446521775701 leaf_weight=297.60968753648922 8.8940290813334304 9.6157704647630435 14.530036239419131 leaf_count=2510 136 34 193 internal_value=0 8.47609e-05 -0.00113209 internal_weight=0 307.225 23.4241 internal_count=2873 2544 329 is_linear=0 shrinkage=0.00122064 Tree=1785 num_leaves=4 num_cat=0 split_feature=52 484 159 split_gain=20.9004 17.1867 6.06556 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.40233499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095463603183230635 -0.00033748990966504301 0.00017290481897254691 -0.0016748347981382038 leaf_weight=23.599309445824474 8.8652194715105015 283.57891648449004 14.310404281597583 leaf_count=393 136 2151 193 internal_value=0 8.62263e-05 -0.00116397 internal_weight=0 307.178 23.1756 internal_count=2873 2544 329 is_linear=0 shrinkage=0.00126996 Tree=1786 num_leaves=4 num_cat=0 split_feature=52 51 159 split_gain=22.2765 20.2831 5.38893 threshold=0.18829500000000002 -0.40775499999999992 -0.40233499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044612350643178077 -0.00010272569621669911 3.5932656609748419e-05 -0.00040639966287702182 leaf_weight=8.8328289361670596 9.4277168898843247 315.53354465961456 14.884261551778762 leaf_count=106 136 2438 193 internal_value=0 2.27803e-05 -0.000288814 internal_weight=0 324.366 24.312 internal_count=2873 2544 329 is_linear=0 shrinkage=0.00031408 Tree=1787 num_leaves=4 num_cat=0 split_feature=52 484 159 split_gain=20.2031 16.5519 5.95345 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.40233499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00086905867735202074 -0.00030719289401160018 0.00015629370392734637 -0.0015353541850586737 leaf_weight=23.443110983353108 8.8473632736131567 283.85559592489153 14.106151528656481 leaf_count=393 136 2151 193 internal_value=0 7.80228e-05 -0.00106261 internal_weight=0 307.299 22.9535 internal_count=2873 2544 329 is_linear=0 shrinkage=0.00117324 Tree=1788 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=21.1234 17.745 13.9318 threshold=0.10100500000000003 0.077920000000000003 0.10489000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0600184676348157e-05 0.00018041150141170456 -0.00033469578496046618 -0.000104479741388489 leaf_weight=196.0072442740202 104.93064393289387 25.402686702553183 26.986141562461853 leaf_count=1650 557 455 175 internal_value=0 -5.66626e-05 0.000122125 internal_weight=0 221.41 131.917 internal_count=2837 2105 732 is_linear=0 shrinkage=0.000353706 Tree=1789 num_leaves=4 num_cat=0 split_feature=1 50 16 split_gain=21.0616 17.7374 14.0199 threshold=0.10100500000000003 0.077920000000000003 0.14824000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1188065867636701e-05 0.00018170219555065285 -0.00034136291130867127 -0.00011513079979657224 leaf_weight=195.77796786092222 106.48789526149631 25.430626598652452 25.696961503475904 leaf_count=1650 564 455 168 internal_value=0 -5.80224e-05 0.000123989 internal_weight=0 221.209 132.185 internal_count=2837 2105 732 is_linear=0 shrinkage=0.00036078 Tree=1790 num_leaves=4 num_cat=0 split_feature=133 14 1 split_gain=17.3277 16.1123 1.96857 threshold=0.13793500000000003 0.076450000000000004 0.095220000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015499926306078099 -0.0014846257522184575 -0.0014039587220655663 -0.00040311284186602086 leaf_weight=308.05183098791167 12.020390391349791 10.612683856859801 3.3532116804271928 leaf_count=2443 257 95 42 internal_value=0 0.000102999 -0.00124952 internal_weight=0 318.665 15.3736 internal_count=2837 2538 299 is_linear=0 shrinkage=0.00124506 Tree=1791 num_leaves=4 num_cat=0 split_feature=133 14 1 split_gain=16.8224 15.5163 1.98364 threshold=0.13793500000000003 0.076450000000000004 0.095220000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015455832934537783 -0.0015129352166597027 -0.0014125962911166244 -0.00040250970020807176 leaf_weight=308.04217584664002 11.764424732420592 10.518769232556222 3.3490310944616786 leaf_count=2443 257 95 42 internal_value=0 0.00010273 -0.00126769 internal_weight=0 318.561 15.1135 internal_count=2837 2538 299 is_linear=0 shrinkage=0.00126996 Tree=1792 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=19.0039 23.1876 4.07097 threshold=0.15360000000000004 0.0047850000000000011 -0.11615999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9335672858685597e-05 0.00012579401282386332 0.00018057113748597259 0.00039655098610984267 leaf_weight=273.38862631702796 12.932204861193897 58.683347500860691 16.440619517117739 leaf_count=2375 74 318 74 internal_value=0 -2.51646e-05 0.000277502 internal_weight=0 332.072 29.3728 internal_count=2841 2693 148 is_linear=0 shrinkage=0.00036078 Tree=1793 num_leaves=3 num_cat=0 split_feature=41 128 split_gain=16.4133 15.8976 threshold=0.082980000000000012 0.089290000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00012425505808352373 -0.001183660889904333 -0.0013170928094590874 leaf_weight=307.93918570550159 17.067712087184191 12.318587895017115 leaf_count=2545 116 180 internal_value=0 6.8739e-05 internal_weight=0 320.258 internal_count=2841 2725 is_linear=0 shrinkage=0.00124506 Tree=1794 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=17.8663 25.8198 23.3965 threshold=0.0047850000000000011 0.11928500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4202979453531841e-06 -0.00018685232701998327 -0.00042540621875126062 0.00027946114957065632 leaf_weight=276.27969394950196 15.340388106182216 16.802303597331047 45.60759811103344 leaf_count=2412 70 89 270 internal_value=0 -3.23521e-05 0.00016207 internal_weight=0 293.082 60.948 internal_count=2841 2501 340 is_linear=0 shrinkage=0.000326769 Tree=1795 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=18.8086 23.1368 4.31781 threshold=0.15360000000000004 0.0047850000000000011 -0.11615999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.065247090424179e-05 0.00011043160182863489 0.00016757953784635085 0.00036440006183316789 leaf_weight=269.1918981326744 12.70544743910432 57.551207581534982 16.390786964446306 leaf_count=2375 74 318 74 internal_value=0 -2.04452e-05 0.000253645 internal_weight=0 326.743 29.0962 internal_count=2841 2693 148 is_linear=0 shrinkage=0.000326769 Tree=1796 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=31.4477 25.4811 15.0731 threshold=0.10100500000000003 -0.11327499999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015112701239030683 0.00017058715278949466 -0.00011479316584953956 -0.00013878632206488711 leaf_weight=44.023703623563051 114.78225105069578 184.27528725611046 17.951881520450115 leaf_count=185 637 1935 72 internal_value=0 -6.35065e-05 0.000128731 internal_weight=0 228.299 132.734 internal_count=2829 2120 709 is_linear=0 shrinkage=0.00031408 Tree=1797 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=27.3567 23.8328 16.2161 threshold=0.10100500000000003 -0.11327499999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016948544940631466 0.00018840979869119576 -0.00012243343655594029 -0.00017740148356712779 leaf_weight=43.449332216754556 111.98394007049501 179.37921598274261 17.518597140908241 leaf_count=185 637 1935 72 internal_value=0 -6.55025e-05 0.000138905 internal_weight=0 222.829 129.503 internal_count=2829 2120 709 is_linear=0 shrinkage=0.000353706 Tree=1798 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=20.3402 21.7187 17.2938 threshold=0.10100500000000003 -0.11327499999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067772914902687967 0.00070806329509210005 -0.00044468955085684648 -0.00083120649382073389 leaf_weight=42.243223680183291 104.53972763940692 171.13489543739706 16.61581102013588 leaf_count=185 637 1935 72 internal_value=0 -0.00022244 0.000496863 internal_weight=0 213.378 121.156 internal_count=2829 2120 709 is_linear=0 shrinkage=0.00140214 Tree=1799 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=24.9676 22.1227 15.595 threshold=0.10100500000000003 -0.11327499999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015705303936555207 0.00017472872944089286 -0.00011386654070429901 -0.00017153621340026693 leaf_weight=43.263940336182714 110.44736542925239 178.5325367259793 17.385758243501186 leaf_count=185 637 1935 72 internal_value=0 -6.10116e-05 0.000127617 internal_weight=0 221.796 127.833 internal_count=2829 2120 709 is_linear=0 shrinkage=0.000339971 Tree=1800 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=21.0328 23.4 17.121 threshold=0.0047850000000000011 -0.10072999999999999 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049630810350661408 -0.0004910914510370761 -0.00038734481373828755 0.0011080839863693752 leaf_weight=70.610064974986017 15.702169962227343 201.75436798715964 45.584707498550415 leaf_count=375 72 2143 287 internal_value=0 -0.00015824 0.000698338 internal_weight=0 272.364 61.2869 internal_count=2877 2518 359 is_linear=0 shrinkage=0.00132126 Tree=1801 num_leaves=4 num_cat=0 split_feature=12 49 0 split_gain=27.5167 21.5265 13.9604 threshold=0.083785000000000012 -0.21083999999999997 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5427882841514347e-05 0.00037971823740921785 -0.0001361878773592179 0.00035474453935519087 leaf_weight=167.06273827655241 10.349363557994364 157.04491316433996 21.087772715836763 leaf_count=847 35 1922 73 internal_value=0 -0.000104252 8.90077e-05 internal_weight=0 167.394 188.151 internal_count=2877 1957 920 is_linear=0 shrinkage=0.00034677 Tree=1802 num_leaves=4 num_cat=0 split_feature=376 1 43 split_gain=20.5879 17.3669 1.68639 threshold=0.048375000000000008 0.13038500000000003 -0.081354999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017129660643984244 0.00062795594181357735 0.0007860938744746809 0.0011696134300816833 leaf_weight=277.27139073144644 14.68504883348942 26.368592483922839 14.725243683904408 leaf_count=2528 79 191 79 internal_value=0 -8.81111e-05 0.000899738 internal_weight=0 303.64 29.4103 internal_count=2877 2719 158 is_linear=0 shrinkage=0.00112769 Tree=1803 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=20.1851 19.1813 15.1478 threshold=0.083785000000000012 -0.21083999999999997 0.079360000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039084367565121638 0.0013611807865993367 -0.00044207749393314582 -0.00098090032465515393 leaf_weight=163.66034705936909 9.7391926869750005 145.4209729633294 13.490848950110374 leaf_count=805 35 1922 115 internal_value=0 -0.000328736 0.000286285 internal_weight=0 155.16 177.151 internal_count=2877 1957 920 is_linear=0 shrinkage=0.00124506 Tree=1804 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=18.5857 28.5215 18.3107 threshold=0.089765000000000025 -1.0000000180025095e-35 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056232243251583855 0.00027308289718832218 -0.00081621768211602279 -0.0014570610968312643 leaf_weight=35.255302347242832 184.09786738362163 101.86913829669356 11.317347638309 leaf_count=202 1263 1331 82 internal_value=0 -0.00046176 0.00017275 internal_weight=0 137.124 195.415 internal_count=2878 1533 1345 is_linear=0 shrinkage=0.00132126 Tree=1805 num_leaves=4 num_cat=0 split_feature=123 13 2 split_gain=18.9987 19.832 8.18776 threshold=1.0000000180025095e-35 -0.16826999999999998 0.092105000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016128261891963625 -3.7547901272688891e-05 -0.00010614228986421098 0.00027262566247282212 leaf_weight=30.2133046425879 13.216451110318301 287.64809212740511 22.975548595190048 leaf_count=158 99 2492 129 internal_value=0 -8.07149e-05 0.000159398 internal_weight=0 317.861 36.192 internal_count=2878 2650 228 is_linear=0 shrinkage=0.00031408 Tree=1806 num_leaves=4 num_cat=0 split_feature=42 132 156 split_gain=18.0774 21.743 17.5262 threshold=-1.0000000180025095e-35 0.084025000000000016 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011955081578763759 0.00016332527626944046 0.00070437606317995665 -0.00096425725768069942 leaf_weight=45.203652518801391 246.34462101198733 13.688016518019138 26.65008319914341 leaf_count=650 1861 134 233 internal_value=0 -0.000753839 5.31895e-05 internal_weight=0 58.8917 272.995 internal_count=2878 784 2094 is_linear=0 shrinkage=0.00132126 Tree=1807 num_leaves=4 num_cat=0 split_feature=2 2 11 split_gain=17.8466 27.3116 17.5068 threshold=0.089765000000000025 -1.0000000180025095e-35 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00058305916457460083 0.00028222090444872681 -0.00085286888404965456 -0.0015162325706905184 leaf_weight=35.057511460036039 183.91692158672959 101.10978852352127 11.275643762201069 leaf_count=202 1263 1331 82 internal_value=0 -0.000483146 0.000178192 internal_weight=0 136.167 195.193 internal_count=2878 1533 1345 is_linear=0 shrinkage=0.00140214 Tree=1808 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=18.806 18.0108 3.45724 threshold=-0.24242999999999995 1.0000000180025095e-35 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00059552564204301962 -0.00056786589873292226 0.00018050321607944702 0.001594537388306201 leaf_weight=13.573315583169462 103.749155015219 200.96880967728794 16.20738965459168 leaf_count=83 1427 1282 66 internal_value=0 -7.43181e-05 0.00113989 internal_weight=0 304.718 29.7807 internal_count=2858 2709 149 is_linear=0 shrinkage=0.00145878 Tree=1809 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=18.1475 17.2821 3.38092 threshold=-0.24242999999999995 1.0000000180025095e-35 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00054137683115906235 -0.00051523929594951459 0.0001630745878213107 0.0014582524328463397 leaf_weight=13.485791064798834 103.27451877109706 200.89887399785221 16.007713472470641 leaf_count=83 1427 1282 66 internal_value=0 -6.72479e-05 0.00103964 internal_weight=0 304.173 29.4935 internal_count=2858 2709 149 is_linear=0 shrinkage=0.00134769 Tree=1810 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=17.5109 17.0256 3.30633 threshold=-0.24242999999999995 0.080070000000000016 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052222241986050382 0.00025800819625718281 -0.00036798146912343885 0.0014151996119079397 leaf_weight=13.400172892957928 147.17227264307439 156.46873999061063 15.810987168923019 leaf_count=83 679 2030 66 internal_value=0 -6.45723e-05 0.00100617 internal_weight=0 303.641 29.2112 internal_count=2858 2709 149 is_linear=0 shrinkage=0.00132126 Tree=1811 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=22.0607 26.561 18.08 threshold=-0.059315 -0.10072999999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1179544723826705e-05 0.0001366434532027252 -0.00017411815799740966 -0.00011726371251912006 leaf_weight=74.699317675083876 137.67460860079154 104.36195568786934 34.605167342349887 leaf_count=400 667 1639 152 internal_value=0 -7.17902e-05 8.56348e-05 internal_weight=0 179.061 172.28 internal_count=2858 2039 819 is_linear=0 shrinkage=0.00031408 Tree=1812 num_leaves=4 num_cat=0 split_feature=42 51 1429 split_gain=16.5308 20.9846 17.7115 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=0.00055242258472896024 -0.0016447004780203952 -0.0012292169668255677 0.00021305699568005654 leaf_weight=18.210196849890053 10.064150994643567 39.701918735634536 253.51206535333768 leaf_count=113 132 653 1901 internal_value=0 -0.000668991 0.000142008 internal_weight=0 57.9121 263.576 internal_count=2799 766 2033 is_linear=0 shrinkage=0.00137464 Tree=1813 num_leaves=3 num_cat=0 split_feature=9 42 split_gain=16.5509 16.7631 threshold=-0.016839999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036266113024233814 -0.00016947236104268402 1.9505163103897817e-05 leaf_weight=12.371180677786468 58.754777214489877 267.11102452687919 leaf_count=90 759 1950 internal_value=0 -1.45761e-05 internal_weight=0 325.866 internal_count=2799 2709 is_linear=0 shrinkage=0.000320362 Tree=1814 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=20.9781 27.7824 22.1788 threshold=1.0000000180025095e-35 -0.044739999999999995 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021387170567318474 -0.00024401042854323097 0.00015453654856896441 9.374977672267698e-05 leaf_weight=86.284001894760877 24.196524247527122 30.860127463936806 199.78722407761961 leaf_count=1349 165 90 1195 internal_value=0 -0.00011681 5.72445e-05 internal_weight=0 117.144 223.984 internal_count=2799 1439 1360 is_linear=0 shrinkage=0.000333305 Tree=1815 num_leaves=4 num_cat=0 split_feature=42 51 50 split_gain=15.9041 20.3071 17.3722 threshold=-1.0000000180025095e-35 -0.050864999999999994 0.10124500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005308456677669748 0.00023387312150407457 -0.0011893114425894507 -0.001085037247682433 leaf_weight=18.216174946166575 244.33720258530229 39.39917944278568 19.574123072437942 leaf_count=113 1769 653 264 internal_value=0 -0.000645456 0.000135979 internal_weight=0 57.6154 263.911 internal_count=2799 766 2033 is_linear=0 shrinkage=0.00134769 Tree=1816 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=23.4942 21.2837 12.8371 threshold=-0.094744999999999982 0.0047850000000000011 0.075585000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028053661362538614 -8.3183083740289422e-05 0.00017370535336930522 -6.8837268574621329e-05 leaf_weight=52.502818043343723 222.74926302256063 49.256381221115589 17.546478914096951 leaf_count=284 2186 282 93 internal_value=0 -3.66553e-05 0.000193028 internal_weight=0 272.006 70.0493 internal_count=2845 2468 377 is_linear=0 shrinkage=0.000353706 Tree=1817 num_leaves=4 num_cat=0 split_feature=13 132 41 split_gain=21.0338 17.9517 13.4386 threshold=-0.094744999999999982 0.08018500000000002 0.075585000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012925308122177855 -0.00032276759676040179 0.0010699810430822667 -0.00040759952167087775 leaf_weight=49.746011753566563 230.46325977658853 27.994123782031238 16.768205849453807 leaf_count=284 2245 223 93 internal_value=0 -0.000171848 0.000863935 internal_weight=0 258.457 66.5142 internal_count=2845 2468 377 is_linear=0 shrinkage=0.00164282 Tree=1818 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=21.811 22.0719 12.4878 threshold=-0.094744999999999982 0.0047850000000000011 0.075585000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024870813225447196 -7.9001712863617106e-05 0.00016121618192566742 -6.9635393445527711e-05 leaf_weight=52.326524643227458 226.16322132200003 49.824085101485252 17.565741661936045 leaf_count=284 2186 282 93 internal_value=0 -3.56269e-05 0.000168703 internal_weight=0 275.987 69.8923 internal_count=2845 2468 377 is_linear=0 shrinkage=0.000326769 Tree=1819 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=23.764 20.4581 12.2399 threshold=-0.094744999999999982 0.0047850000000000011 0.075585000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026320251598883085 -8.2475189919676054e-05 0.00016001509071985343 -6.3247482485082133e-05 leaf_weight=53.112201974727213 225.49717862531543 48.920530311763287 17.687636509537697 leaf_count=284 2186 282 93 internal_value=0 -3.92382e-05 0.000181652 internal_weight=0 274.418 70.7998 internal_count=2845 2468 377 is_linear=0 shrinkage=0.000339971 Tree=1820 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=16.3614 20.973 threshold=-0.53320999999999985 -0.060324999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036329390690230276 -6.098086479450247e-05 0.00012215358527396575 leaf_weight=13.932928607799111 251.86991936620325 81.676935501396656 leaf_count=171 2244 399 internal_value=0 -1.61316e-05 internal_weight=0 333.547 internal_count=2814 2643 is_linear=0 shrinkage=0.00031408 Tree=1821 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=16.1104 21.5576 threshold=-0.40941499999999992 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044310900089776842 -1.5729751686014199e-05 0.00023188779033349807 leaf_weight=8.6093333940952999 284.65755493845791 45.251237830147147 leaf_count=59 2458 297 internal_value=0 1.82456e-05 internal_weight=0 329.909 internal_count=2814 2755 is_linear=0 shrinkage=0.000333305 Tree=1822 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=16.6869 16.8966 threshold=-0.40941499999999992 -0.15317999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017399921279882319 0.00059027931384115389 -9.4310664285519045e-05 leaf_weight=8.3980655800551158 76.746295211371034 239.70652481168509 leaf_count=59 453 2302 internal_value=0 7.1742e-05 internal_weight=0 316.453 internal_count=2814 2755 is_linear=0 shrinkage=0.00126996 Tree=1823 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=16.2324 18.3796 threshold=-0.53320999999999985 -0.060324999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039128855082860099 -2.5369719043671661e-05 0.00016299342343715516 leaf_weight=11.810488041490315 247.01124028256163 83.2764877025038 leaf_count=171 2244 399 internal_value=0 2.21295e-05 internal_weight=0 330.288 internal_count=2814 2643 is_linear=0 shrinkage=0.00034677 Tree=1824 num_leaves=4 num_cat=0 split_feature=15 156 14 split_gain=19.4777 17.0637 2.3018 threshold=-0.24436499999999997 0.10691500000000002 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014904517648054629 -1.2192370689002076e-05 -0.00044255172228180691 0.00032424565285490915 leaf_weight=14.780549729242923 306.15645724628121 9.7379901623353344 16.172895986586809 leaf_count=97 2498 116 134 internal_value=0 -2.54849e-05 0.000240729 internal_weight=0 315.894 30.9534 internal_count=2845 2614 231 is_linear=0 shrinkage=0.000320362 Tree=1825 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=17.8708 22.7991 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017357598122976453 -9.1591540660048549e-05 0.00078442589492000903 leaf_weight=7.9814119338989249 273.46254432713613 48.066164156422019 leaf_count=60 2459 326 internal_value=0 3.94054e-05 internal_weight=0 321.529 internal_count=2845 2785 is_linear=0 shrinkage=0.00117324 Tree=1826 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=19.2474 17.4836 2.31253 threshold=-0.24436499999999997 -0.095724999999999991 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015419561481070542 -0.00019562124191939404 1.0474666464251127e-05 0.00033746097608276717 leaf_weight=14.682496152818205 55.554497111588717 258.07682199310511 16.081340588629246 leaf_count=97 358 2256 134 internal_value=0 -2.60414e-05 0.000250145 internal_weight=0 313.631 30.7638 internal_count=2845 2614 231 is_linear=0 shrinkage=0.000333305 Tree=1827 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=17.0796 22.0805 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0022395430771132716 -0.00011849922366434719 0.0010234898036665754 leaf_weight=7.9777591507881871 273.6041152398102 47.621312033385038 leaf_count=60 2459 326 internal_value=0 5.08501e-05 internal_weight=0 321.225 internal_count=2845 2785 is_linear=0 shrinkage=0.00154807 Tree=1828 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=16.1578 16.9675 threshold=0.078275000000000025 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2445191768162779e-06 -0.0016253368683643858 0.0011404126437918206 leaf_weight=295.47303216485307 10.577770862728356 27.098099393770099 leaf_count=2610 90 148 internal_value=0 9.9752e-05 internal_weight=0 322.571 internal_count=2848 2758 is_linear=0 shrinkage=0.00137464 Tree=1829 num_leaves=4 num_cat=0 split_feature=133 133 133 split_gain=16.3764 17.4521 0.165335 threshold=0.16912000000000002 -0.38664499999999996 0.51400500000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033592186729107266 -0.00033078045496207976 3.4138201730368823e-05 -0.0002514670614240379 leaf_weight=11.543187619652597 10.033422711305318 323.36702951183543 3.4787346236407748 leaf_count=159 202 2411 76 internal_value=0 2.13651e-05 -0.000310745 internal_weight=0 334.91 13.5122 internal_count=2848 2570 278 is_linear=0 shrinkage=0.000295965 Tree=1830 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=15.5809 16.4593 threshold=0.078275000000000025 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7702481549907032e-06 -0.0015418387413016479 0.0010843798323279985 leaf_weight=295.73056931514293 10.48046472109854 26.820749405771494 leaf_count=2610 90 148 internal_value=0 9.36838e-05 internal_weight=0 322.551 internal_count=2848 2758 is_linear=0 shrinkage=0.00132126 Tree=1831 num_leaves=4 num_cat=0 split_feature=133 484 43 split_gain=16.3727 16.6163 0.21679 threshold=0.16912000000000002 -0.0048899999999999994 0.042505000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021370552581592738 -0.0003735867654626095 4.7073067525662343e-05 -0.00027067241835632372 leaf_weight=29.75178134534508 10.292247972451149 307.62440456822515 3.2695190319791427 leaf_count=432 213 2138 65 internal_value=0 2.40653e-05 -0.000349191 internal_weight=0 337.376 13.5618 internal_count=2848 2570 278 is_linear=0 shrinkage=0.000333305 Tree=1832 num_leaves=4 num_cat=0 split_feature=4 376 15 split_gain=19.3212 18.656 0.526664 threshold=0.50666500000000003 0.048375000000000008 -0.46755499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1284024733974462e-05 0.00024043106851032495 0.00022518915130351945 0.00035502749303590816 leaf_weight=292.47718277340755 8.2167473640292901 24.548778459429741 9.4969628993421775 leaf_count=2585 89 110 64 internal_value=0 -4.83146e-05 0.000302186 internal_weight=0 317.026 17.7137 internal_count=2848 2695 153 is_linear=0 shrinkage=0.000326769 Tree=1833 num_leaves=4 num_cat=0 split_feature=3 376 11 split_gain=19.977 25.97 20.2348 threshold=-0.10072999999999999 0.048375000000000008 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027474459275744805 -0.00012466376921890904 0.00027791947604823057 -0.00014189807384034375 leaf_weight=51.767189418897033 234.56892488710582 26.083255559206009 25.485860666260123 leaf_count=242 2319 135 152 internal_value=0 -8.43602e-05 0.000137293 internal_weight=0 260.652 77.2531 internal_count=2848 2454 394 is_linear=0 shrinkage=0.000382862 Tree=1834 num_leaves=4 num_cat=0 split_feature=376 3 3 split_gain=19.0295 24.4202 1.83135 threshold=0.048375000000000008 -0.10072999999999999 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011856796762195422 0.00035501469094343887 -0.00011692706293908785 0.000165248267176576 leaf_weight=76.11599874868989 13.151575608178975 231.86574873933569 13.433165106922386 leaf_count=390 65 2319 74 internal_value=0 -5.8722e-05 0.000259314 internal_weight=0 307.982 26.5847 internal_count=2848 2709 139 is_linear=0 shrinkage=0.00036078 Tree=1835 num_leaves=4 num_cat=0 split_feature=3 376 11 split_gain=18.3768 23.0401 21.6978 threshold=-0.10072999999999999 0.048375000000000008 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010135197027910212 -0.00045677958100375334 0.00098149781512444929 -0.00060274281957306748 leaf_weight=49.737722381949425 220.535840599332 24.29230877943337 24.291151529178023 leaf_count=242 2319 135 152 internal_value=0 -0.000314006 0.000483156 internal_weight=0 244.828 74.0289 internal_count=2848 2454 394 is_linear=0 shrinkage=0.00140214 Tree=1836 num_leaves=4 num_cat=0 split_feature=123 155 43 split_gain=17.6813 15.0919 6.95609 threshold=0.080635000000000012 0.088505000000000014 -0.061589999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7061147040500678e-05 0.0010319881339966312 -0.0014169527654551439 -9.7642429361966877e-05 leaf_weight=272.92846645927057 25.746990593150258 11.758130898699163 10.011421797797082 leaf_count=2389 171 170 63 internal_value=0 -0.00014208 0.000715838 internal_weight=0 284.687 35.7584 internal_count=2793 2559 234 is_linear=0 shrinkage=0.00115024 Tree=1837 num_leaves=4 num_cat=0 split_feature=123 147 43 split_gain=21.8449 16.2009 5.71014 threshold=0.080635000000000012 0.089245000000000005 -0.067269999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1741678756278548e-05 0.00032901358935093022 0.00024627273912746189 2.9204684179376057e-05 leaf_weight=279.37768639391288 27.311249194666743 22.514215122908354 11.861458215862511 leaf_count=2459 165 100 69 internal_value=0 -4.8011e-05 0.00023829 internal_weight=0 301.892 39.1727 internal_count=2793 2559 234 is_linear=0 shrinkage=0.00036078 Tree=1838 num_leaves=4 num_cat=0 split_feature=123 130 43 split_gain=19.6474 15.7119 6.65001 threshold=0.080635000000000012 0.079100000000000018 -0.06347499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3873291195088204e-05 0.00029575191307991584 -0.00037936519357684384 -7.8452626607459723e-06 leaf_weight=283.45254241954535 27.072413234040141 13.908949437551199 10.763732954859732 leaf_count=2261 169 298 65 internal_value=0 -4.05246e-05 0.000209423 internal_weight=0 297.361 37.8361 internal_count=2793 2559 234 is_linear=0 shrinkage=0.000326769 Tree=1839 num_leaves=4 num_cat=0 split_feature=123 130 43 split_gain=17.1482 14.8387 7.18622 threshold=0.080635000000000012 0.079100000000000018 -0.057994999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011459773424045758 0.0014380701380661293 -0.0018749884561451297 -0.00018427261857209443 leaf_weight=271.96293646702543 25.728817628696561 12.996620082296429 9.7647478189319354 leaf_count=2261 172 298 62 internal_value=0 -0.000195007 0.000991883 internal_weight=0 284.96 35.4936 internal_count=2793 2559 234 is_linear=0 shrinkage=0.00161061 Tree=1840 num_leaves=4 num_cat=0 split_feature=3 130 2 split_gain=19.1318 20.0232 4.4745 threshold=0.15360000000000004 -0.076549999999999993 0.11977500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000265829473191328 0.00037931144375278475 -5.6118449037390096e-05 0.00010146468793667063 leaf_weight=26.337421184405684 17.757485277950767 291.09947589132935 12.27795262262225 leaf_count=138 68 2570 92 internal_value=0 -2.93924e-05 0.000265869 internal_weight=0 317.437 30.0354 internal_count=2868 2708 160 is_linear=0 shrinkage=0.000353706 Tree=1841 num_leaves=4 num_cat=0 split_feature=52 160 12 split_gain=15.8197 15.4822 0.0089312 threshold=-0.51745999999999992 -0.25833999999999996 0.087245000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017107761989037481 -0.0014673549984313369 0.0001168514758499946 -0.0015537177455846648 leaf_weight=4.1386029417626551 13.151992235332726 300.4422911060974 8.0416304292157275 leaf_count=57 249 2423 139 internal_value=0 5.03253e-05 -0.00160968 internal_weight=0 313.594 12.1802 internal_count=2868 2672 196 is_linear=0 shrinkage=0.00143018 Tree=1842 num_leaves=4 num_cat=0 split_feature=3 130 2 split_gain=15.6437 17.8169 4.72025 threshold=0.15360000000000004 -0.076549999999999993 0.11728500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010422689987937112 0.0014986696360822489 -0.00020704005353481208 0.00031828559598875755 leaf_weight=24.429170027375221 15.854753043502571 273.55116638354957 11.496981417760251 leaf_count=138 64 2570 96 internal_value=0 -0.000104558 0.00100308 internal_weight=0 297.98 27.3517 internal_count=2868 2708 160 is_linear=0 shrinkage=0.00140214 Tree=1843 num_leaves=4 num_cat=0 split_feature=52 1 155 split_gain=18.0391 20.86 0.00493948 threshold=-0.51745999999999992 0.094655000000000017 0.084710000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039034173719021842 -5.5104840599709143e-05 0.0001107254627994271 -0.00035871833100963811 leaf_weight=4.9965230394154778 192.49909269809723 139.8056305963546 8.4599592145532352 leaf_count=72 1904 768 124 internal_value=0 1.46648e-05 -0.000370997 internal_weight=0 332.305 13.4565 internal_count=2868 2672 196 is_linear=0 shrinkage=0.000326769 Tree=1844 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=22.4425 26.9873 24.0113 threshold=1.0000000180025095e-35 -0.40145499999999995 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019060289708964332 -0.0003177166665095599 0.00010769746646438559 0.00012996102576161625 leaf_weight=82.126852679997683 16.499124251306057 208.37135221157223 33.852626508101821 leaf_count=1324 137 1249 144 internal_value=0 7.64598e-05 -9.70292e-05 internal_weight=0 224.87 115.979 internal_count=2854 1386 1468 is_linear=0 shrinkage=0.000320362 Tree=1845 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=18.2238 26.9181 22.3126 threshold=1.0000000180025095e-35 -0.22295999999999996 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067939050238275647 -0.0010249553504087182 0.00040817917616100267 0.00049471575775326547 leaf_weight=77.708260618615896 20.772765032947063 192.99815472774208 33.014254834502935 leaf_count=1324 161 1225 144 internal_value=0 0.000268838 -0.000329281 internal_weight=0 213.771 110.723 internal_count=2854 1386 1468 is_linear=0 shrinkage=0.00119671 Tree=1846 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=17.4858 25.7999 21.4897 threshold=1.0000000180025095e-35 -0.22295999999999996 -0.059114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00084989515382586029 -0.0012756768270196285 0.00050695235745448341 0.00061349027446041095 leaf_weight=77.022408366668969 20.693575337529182 192.6622954364866 33.007043391466141 leaf_count=1324 161 1225 144 internal_value=0 0.000333955 -0.000410873 internal_weight=0 213.356 110.029 internal_count=2854 1386 1468 is_linear=0 shrinkage=0.00151772 Tree=1847 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=21.4299 25.2664 22.2658 threshold=1.0000000180025095e-35 -0.40145499999999995 -0.10028499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018431126748493179 -0.00032186447275317628 0.00010726159647097981 -0.00017681570735322678 leaf_weight=23.953993575647473 16.434521067887545 207.17273208964616 90.847561726812273 leaf_count=78 137 1249 1390 internal_value=0 7.56972e-05 -0.000101446 internal_weight=0 223.607 114.802 internal_count=2854 1386 1468 is_linear=0 shrinkage=0.000333305 Tree=1848 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=19.9331 15.4535 15.24 threshold=0.10384000000000002 1.0000000180025095e-35 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0137991396344648e-05 0.0001791528933725515 0.00038483273297255867 -0.00014469206982296455 leaf_weight=222.48365326784551 103.05935036204755 9.0582648515701276 18.251306233927608 leaf_count=2171 578 23 94 internal_value=0 -3.3091e-05 0.000130415 internal_weight=0 231.542 121.311 internal_count=2866 2194 672 is_linear=0 shrinkage=0.000326769 Tree=1849 num_leaves=4 num_cat=0 split_feature=133 52 4 split_gain=16.104 15.9624 2.58146 threshold=-0.39975999999999995 -0.53320999999999985 0.0016150000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00075541012826553142 -0.0013321675716586236 0.00018492580869508554 -0.001947720646080265 leaf_weight=5.0930201942101103 10.24165820982307 310.43800544785336 5.3794631157070398 leaf_count=105 166 2535 60 internal_value=0 0.000136397 -0.0013703 internal_weight=0 320.68 10.4725 internal_count=2866 2701 165 is_linear=0 shrinkage=0.00119671 Tree=1850 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=20.1528 15.6967 15.2009 threshold=0.10384000000000002 -0.12032499999999997 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013843073901164801 0.00017144772489570683 -7.1557665158854909e-05 -0.00013775274211012532 leaf_weight=43.066703708842397 103.79613734968007 189.82051106728613 18.461002303287387 leaf_count=192 578 2002 94 internal_value=0 -3.27174e-05 0.000124744 internal_weight=0 232.887 122.257 internal_count=2866 2194 672 is_linear=0 shrinkage=0.00031408 Tree=1851 num_leaves=4 num_cat=0 split_feature=133 1456 0 split_gain=15.5856 15.5561 1.98918 threshold=-0.39975999999999995 0.084325000000000011 -0.081284999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020258470467550984 0.00020628660235903407 -0.0015685287727505433 -0.00077632030550996514 leaf_weight=6.4660141840577126 311.28142094891518 9.6014341069385392 3.8853826331906003 leaf_count=110 2515 186 55 internal_value=0 0.000153091 -0.00155913 internal_weight=0 320.883 10.3514 internal_count=2866 2701 165 is_linear=0 shrinkage=0.00137464 Tree=1852 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=15.5232 19.3724 11.2953 threshold=0.10100500000000003 -0.4706749999999999 0.088495000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016232157294415611 0.00067461471606210146 -0.00040442516927730949 -0.0003601017383668241 leaf_weight=11.011120498180388 83.93786033987999 192.58546756859869 32.347421308979392 leaf_count=25 530 2109 179 internal_value=0 -0.000294622 0.000386773 internal_weight=0 203.597 116.285 internal_count=2843 2134 709 is_linear=0 shrinkage=0.00148796 Tree=1853 num_leaves=3 num_cat=0 split_feature=158 42 split_gain=14.9311 16.0355 threshold=0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00064070599620812802 -0.0017845100747267454 0.00015894067822143002 leaf_weight=58.367769445292652 9.0149568486958724 251.53049652837217 leaf_count=763 131 1949 internal_value=0 8.30108e-06 internal_weight=0 309.898 internal_count=2843 2712 is_linear=0 shrinkage=0.00137464 Tree=1854 num_leaves=4 num_cat=0 split_feature=1 13 39 split_gain=21.9832 19.5633 11.9249 threshold=0.10100500000000003 -0.4706749999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033433723948827967 3.1855306227662801e-05 -9.4259013066928554e-05 0.0002457573290403073 leaf_weight=11.064972087740896 88.064422842115164 201.52730833226815 36.296337509527802 leaf_count=25 469 2109 240 internal_value=0 -7.19235e-05 9.43136e-05 internal_weight=0 212.592 124.361 internal_count=2843 2134 709 is_linear=0 shrinkage=0.00031408 Tree=1855 num_leaves=4 num_cat=0 split_feature=1 13 39 split_gain=14.9711 18.5606 10.9127 threshold=0.10100500000000003 -0.4706749999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015055978264366017 8.9615392895529223e-05 -0.00037304840088580883 0.001045288864216449 leaf_weight=10.908333994448183 83.163133084774017 192.1391607937403 32.720751270651817 leaf_count=25 469 2109 240 internal_value=0 -0.00027199 0.000359585 internal_weight=0 203.047 115.884 internal_count=2843 2134 709 is_linear=0 shrinkage=0.00140214 Tree=1856 num_leaves=4 num_cat=0 split_feature=1212 1429 3 split_gain=16.4926 14.6416 0.0397186 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.07414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037780797447237494 -0.00037703152581800822 3.3992577153634586e-05 -0.00042992146866156783 leaf_weight=6.9313662135973573 11.200826405547557 322.5153086129576 5.1248134039342386 leaf_count=154 139 2523 52 internal_value=0 2.01762e-05 -0.000400605 internal_weight=0 333.716 12.0562 internal_count=2868 2662 206 is_linear=0 shrinkage=0.000353706 Tree=1857 num_leaves=4 num_cat=0 split_feature=1212 41 4 split_gain=15.6885 14.8871 0.0380561 threshold=-1.0000000180025095e-35 0.087145000000000014 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012507361557086989 0.00012006359567187423 -0.0012109133458133602 -0.0014259157750979821 leaf_weight=6.6042269160971045 308.68511755671352 11.998935051262377 4.8338052369654161 leaf_count=152 2576 86 54 internal_value=0 7.01937e-05 -0.00132702 internal_weight=0 320.684 11.438 internal_count=2868 2662 206 is_linear=0 shrinkage=0.00117324 Tree=1858 num_leaves=4 num_cat=0 split_feature=1212 41 3 split_gain=15.2822 14.2978 0.0346902 threshold=-1.0000000180025095e-35 0.087145000000000014 -0.07414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015503850441808487 0.00014593640521372631 -0.0014802536285026754 -0.0017633876544471479 leaf_weight=6.3393600443378091 308.68402251508087 11.93189802020788 4.8735348796471936 leaf_count=154 2576 86 52 internal_value=0 8.53323e-05 -0.0016458 internal_weight=0 320.616 11.2129 internal_count=2868 2662 206 is_linear=0 shrinkage=0.00145878 Tree=1859 num_leaves=4 num_cat=0 split_feature=1212 1429 3 split_gain=15.8239 14.5192 0.0310776 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.07414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031521393065716641 -0.00031379168687175848 2.9193533101602586e-05 -0.00035640695515353821 leaf_weight=6.6640296457335353 11.167117110919206 322.50107087520882 4.9574677608907205 leaf_count=154 139 2523 52 internal_value=0 1.76973e-05 -0.000333342 internal_weight=0 333.668 11.6215 internal_count=2868 2662 206 is_linear=0 shrinkage=0.000295965 Tree=1860 num_leaves=4 num_cat=0 split_feature=480 1212 42 split_gain=15.5878 16.1904 2.22269 threshold=0.086640000000000009 -1.0000000180025095e-35 0.090145000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017748677178697086 -0.0022696032607621066 0.00019016609716676302 -0.00083635759600349648 leaf_weight=10.808309657499192 7.2950015207752568 303.50348609872162 4.3262921213172376 leaf_count=200 114 2447 79 internal_value=0 0.00012249 -0.00173829 internal_weight=0 314.312 11.6213 internal_count=2840 2647 193 is_linear=0 shrinkage=0.00157903 Tree=1861 num_leaves=4 num_cat=0 split_feature=1212 480 3 split_gain=15.8699 15.9925 0.0260009 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.070664999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036557362637750309 3.6893203603685073e-05 -0.00035736013157016994 -0.00041259605955767535 leaf_weight=7.5958736790344119 321.3636480839923 12.329761484172193 3.9741865731775743 leaf_count=164 2447 190 39 internal_value=0 2.23062e-05 -0.000382378 internal_weight=0 333.693 11.5701 internal_count=2840 2637 203 is_linear=0 shrinkage=0.000339971 Tree=1862 num_leaves=4 num_cat=0 split_feature=1212 480 3 split_gain=15.958 16.4285 0.0238091 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.070664999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035152962797143906 3.6632475913820516e-05 -0.00034683463552742606 -0.00039585052329805669 leaf_weight=7.681559506803751 324.19240375142545 12.366232109721748 3.9106796570122224 leaf_count=164 2447 190 39 internal_value=0 2.25238e-05 -0.000367108 internal_weight=0 336.559 11.5922 internal_count=2840 2637 203 is_linear=0 shrinkage=0.000326769 Tree=1863 num_leaves=4 num_cat=0 split_feature=480 1212 13 split_gain=15.0175 15.7737 2.62557 threshold=0.086640000000000009 -1.0000000180025095e-35 -0.031254999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014241752498520624 -0.00083784325442130695 0.00014899576365763406 -0.0020617020250135666 leaf_weight=10.619631238281725 6.464538321364671 304.22731935046613 5.0702951587736589 leaf_count=200 140 2447 53 internal_value=0 9.58504e-05 -0.00137833 internal_weight=0 314.847 11.5348 internal_count=2840 2647 193 is_linear=0 shrinkage=0.00126996 Tree=1864 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=19.2478 22.362 12.2334 threshold=0.10100500000000003 0.10258000000000002 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0778682885601062e-05 0.00014276275390129954 -0.00041508203822620751 -0.00014014131579897287 leaf_weight=198.73666480509564 105.60317479819059 17.580667309463024 19.288248851895332 leaf_count=1921 652 226 79 internal_value=0 -6.20459e-05 9.90563e-05 internal_weight=0 216.317 124.891 internal_count=2878 2147 731 is_linear=0 shrinkage=0.000326769 Tree=1865 num_leaves=4 num_cat=0 split_feature=133 482 4 split_gain=17.3829 16.621 0.668193 threshold=-0.39975999999999995 0.098425000000000012 0.015635000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015119809078813367 9.051736320737619e-05 -0.0017790359143881316 -0.0022690247688029693 leaf_weight=4.766921781934796 308.17995852371678 8.5122634470462781 3.8840628499165177 leaf_count=108 2621 108 41 internal_value=0 4.01621e-05 -0.00185612 internal_weight=0 316.692 8.65098 internal_count=2878 2729 149 is_linear=0 shrinkage=0.00132126 Tree=1866 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=18.7783 15.9318 13.1423 threshold=0.16173500000000005 0.08184000000000001 -0.1171 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4265076129121455e-05 -1.8095502105713568e-06 -0.00040004159876809756 0.00027518374853336422 leaf_weight=253.51498629385605 34.61158162355423 12.629414666444061 38.766542550176382 leaf_count=2324 175 117 262 internal_value=0 -4.21243e-05 0.000144563 internal_weight=0 266.144 73.3781 internal_count=2878 2441 437 is_linear=0 shrinkage=0.000326769 Tree=1867 num_leaves=4 num_cat=0 split_feature=133 4 42 split_gain=16.9221 16.1548 0.774757 threshold=-0.39975999999999995 0.16173500000000005 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014798566691913027 -0.00012078664142137954 0.00063672065584334894 -0.0023281372191484013 leaf_weight=4.1091382140293717 249.24486441584304 67.615524586290121 4.3914706557989103 leaf_count=109 2304 425 40 internal_value=0 4.08881e-05 -0.00192232 internal_weight=0 316.86 8.50061 internal_count=2878 2729 149 is_linear=0 shrinkage=0.00137464 Tree=1868 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=21.5712 18.7394 11.2907 threshold=0.10384000000000002 0.09202500000000001 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8436862794056595e-05 0.00056354755687021592 -0.0010853498838361857 -0.00051800143529767684 leaf_weight=186.05517285084352 90.991553153842688 30.860759786330163 15.54216420650482 leaf_count=1767 586 442 64 internal_value=0 -0.000238929 0.000405696 internal_weight=0 216.916 106.534 internal_count=2859 2209 650 is_linear=0 shrinkage=0.00117324 Tree=1869 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=20.6821 18.2194 10.8353 threshold=0.10384000000000002 0.09202500000000001 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011735879335382626 0.00067504994244322724 -0.0013101227934304539 -0.00061452517998500269 leaf_weight=185.96755334548652 90.525895927101374 30.470537288114429 15.611517749726771 leaf_count=1767 586 442 64 internal_value=0 -0.000285379 0.000485293 internal_weight=0 216.438 106.137 internal_count=2859 2209 650 is_linear=0 shrinkage=0.00143018 Tree=1870 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=19.8283 17.7102 10.3978 threshold=0.10384000000000002 0.09202500000000001 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011032318891112084 0.00063752015970814811 -0.0012468106164423643 -0.00057491329106906374 leaf_weight=185.88192517822608 90.071901343762875 30.088794314768165 15.679175801575182 leaf_count=1767 586 442 64 internal_value=0 -0.000268754 0.000457687 internal_weight=0 215.971 105.751 internal_count=2859 2209 650 is_linear=0 shrinkage=0.00137464 Tree=1871 num_leaves=4 num_cat=0 split_feature=1 42 48 split_gain=19.0458 17.515 10.3346 threshold=0.10495000000000002 0.09202500000000001 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011589123729473348 0.00073379394395355795 -0.0013916246790328483 -0.00063026111035855055 leaf_weight=189.682370478753 85.628866471350193 29.831685441546142 15.745182290673254 leaf_count=1793 559 443 64 internal_value=0 -0.000289368 0.000521853 internal_weight=0 219.514 101.374 internal_count=2859 2236 623 is_linear=0 shrinkage=0.00154807 Tree=1872 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=16.2586 22.0197 threshold=0.087760000000000019 -0.098749999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00082282367552011335 -0.0021221465553978467 -0.00017885906862625828 leaf_weight=54.368457109667361 7.573241649195551 256.98140650056303 leaf_count=303 53 2507 internal_value=0 -3.90375e-06 internal_weight=0 311.35 internal_count=2863 2810 is_linear=0 shrinkage=0.00143018 Tree=1873 num_leaves=4 num_cat=0 split_feature=147 13 48 split_gain=17.312 19.6281 10.1097 threshold=1.0000000180025095e-35 -0.098749999999999991 -0.083209999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014151827142170131 -2.769623751069818e-06 -8.5829324517473123e-05 0.0003588751245101474 leaf_weight=56.358928092755377 16.120537985116243 240.30497670779005 21.933848027139902 leaf_count=309 78 2376 100 internal_value=0 -4.26325e-05 0.000205751 internal_weight=0 296.664 38.0544 internal_count=2863 2685 178 is_linear=0 shrinkage=0.00034677 Tree=1874 num_leaves=4 num_cat=0 split_feature=1 1429 47 split_gain=16.4761 18.3256 17.0393 threshold=0.10100500000000003 0.084710000000000021 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011361602983090777 0.00018162798557645946 0.00022199661564444815 -0.00012552283655244072 leaf_weight=189.77863175421953 86.86988277733326 24.908342454582453 34.025348490104079 leaf_count=1989 534 160 180 internal_value=0 -7.46614e-05 9.51758e-05 internal_weight=0 214.687 120.895 internal_count=2863 2149 714 is_linear=0 shrinkage=0.000367995 Tree=1875 num_leaves=4 num_cat=0 split_feature=1 1429 47 split_gain=18.728 18.7268 17.5947 threshold=0.10100500000000003 0.084710000000000021 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010254641395023721 0.00016344432973032375 0.00019061968340751813 -0.00010757900218235242 leaf_weight=193.32067791977897 88.19156726077199 25.269512214232236 34.067274764180183 leaf_count=1989 534 160 180 internal_value=0 -6.86421e-05 8.7919e-05 internal_weight=0 218.59 122.259 internal_count=2863 2149 714 is_linear=0 shrinkage=0.000320362 Tree=1876 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=17.3831 19.7563 17.3775 threshold=0.10413000000000001 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014794442884906458 0.00019986796864033358 -0.00011574738033667245 -0.00011053913647088882 leaf_weight=46.472972307354212 81.554360801354051 180.81140598235652 32.94624817930162 leaf_count=217 486 1992 174 internal_value=0 -6.18223e-05 0.000110548 internal_weight=0 227.284 114.501 internal_count=2869 2209 660 is_linear=0 shrinkage=0.00036078 Tree=1877 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=15.1619 18.5568 16.1018 threshold=0.10413000000000001 -0.0070899999999999991 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017110056113506594 0.00019252714588049641 3.8132534516330713e-05 -0.00010888741598613358 leaf_weight=102.30361618241295 79.126507936045527 119.72245544055477 32.544752348214388 leaf_count=971 486 1238 174 internal_value=0 -5.82828e-05 0.000104681 internal_weight=0 222.026 111.671 internal_count=2869 2209 660 is_linear=0 shrinkage=0.00036078 Tree=1878 num_leaves=3 num_cat=0 split_feature=454 155 split_gain=17.4272 15.2985 threshold=-1.0000000180025095e-35 0.098655000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020803179557107388 9.733854633074011e-05 -0.0015607323562178892 leaf_weight=7.8151484206318846 300.69857889367267 11.334095764905213 leaf_count=58 2658 153 internal_value=0 3.70199e-05 internal_weight=0 312.033 internal_count=2869 2811 is_linear=0 shrinkage=0.00140214 Tree=1879 num_leaves=3 num_cat=0 split_feature=454 158 split_gain=16.6521 15.7883 threshold=-1.0000000180025095e-35 0.11034000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024785739742974981 0.00010962191773780655 -0.0022134727210459007 leaf_weight=7.8169694133102885 303.09276061505079 8.7752951565198583 leaf_count=58 2691 120 internal_value=0 4.41235e-05 internal_weight=0 311.868 internal_count=2869 2811 is_linear=0 shrinkage=0.0017092 Tree=1880 num_leaves=4 num_cat=0 split_feature=50 47 12 split_gain=17.6015 16.8836 10.8823 threshold=0.089390000000000011 0.117025 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014034287907870849 0.00070345795494781169 -0.0014180388932081448 -0.0014032552260326463 leaf_weight=276.05316268606111 5.8689825702458611 14.360577885061501 26.704499450046569 leaf_count=2275 32 100 466 internal_value=0 6.31948e-05 -0.00102348 internal_weight=0 290.414 32.5735 internal_count=2873 2375 498 is_linear=0 shrinkage=0.00140214 Tree=1881 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=17.7806 17.8045 12.1692 threshold=0.089390000000000011 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027615306866683612 0.00017281123240336921 -8.6358106308372135e-06 -0.00031876456504732189 leaf_weight=24.48180890828371 6.3185509555041781 280.09420317830518 28.119671595282853 leaf_count=204 32 2171 466 internal_value=0 1.42714e-05 -0.000228527 internal_weight=0 304.576 34.4382 internal_count=2873 2375 498 is_linear=0 shrinkage=0.000320362 Tree=1882 num_leaves=4 num_cat=0 split_feature=50 15 12 split_gain=18.2369 17.3326 11.7915 threshold=0.089390000000000011 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031027881393251832 0.00018893712291822291 -8.1001863099150922e-06 -0.00035961923988956263 leaf_weight=24.167357753962278 6.218365315347909 278.93088798690587 28.091220165602863 leaf_count=204 32 2171 466 internal_value=0 1.73035e-05 -0.000260148 internal_weight=0 303.098 34.3096 internal_count=2873 2375 498 is_linear=0 shrinkage=0.00036078 Tree=1883 num_leaves=4 num_cat=0 split_feature=1 50 47 split_gain=19.6131 19.4533 14.2666 threshold=0.10495000000000002 0.088495000000000004 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1246767732038193e-05 0.00017476450153287659 -0.0003370938865720391 -7.2731496944914044e-05 leaf_weight=212.77375408168882 76.33505461551249 22.685387116856873 32.852163773030043 leaf_count=1808 458 435 172 internal_value=0 -6.07386e-05 0.000100298 internal_weight=0 235.459 109.187 internal_count=2873 2243 630 is_linear=0 shrinkage=0.00031408 Tree=1884 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=16.9882 29.0632 14.8165 threshold=0.081135000000000013 -0.21083999999999997 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013066903214976872 0.00048011769747130506 -0.00010775511928476901 -0.0001581784785083652 leaf_weight=149.45888369902968 11.245626643300055 159.4172739922069 26.079433206468821 leaf_count=697 36 1989 127 internal_value=0 -6.89686e-05 8.77429e-05 internal_weight=0 170.663 175.538 internal_count=2849 2025 824 is_linear=0 shrinkage=0.000353706 Tree=1885 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=16.1474 29.1311 15.0473 threshold=0.081135000000000013 -0.21083999999999997 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001199688844994114 0.00045435612424761984 -0.00010156391685536294 -0.00015475255047522394 leaf_weight=148.81761818006635 11.189205735921858 159.36982820509002 26.004513027146459 leaf_count=697 36 1989 127 internal_value=0 -6.50471e-05 7.90921e-05 internal_weight=0 170.559 174.822 internal_count=2849 2025 824 is_linear=0 shrinkage=0.000333305 Tree=1886 num_leaves=4 num_cat=0 split_feature=160 403 52 split_gain=15.242 15.0742 0.276902 threshold=-0.40187499999999993 -1.0000000180025095e-35 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013649436737270604 -0.00073669276587731139 0.00021100101266937219 -0.001878516684349747 leaf_weight=3.7167213242501003 39.129627377726138 278.92844757484272 6.3460514503531158 leaf_count=87 646 2004 112 internal_value=0 9.43722e-05 -0.00169177 internal_weight=0 318.058 10.0628 internal_count=2849 2650 199 is_linear=0 shrinkage=0.00143018 Tree=1887 num_leaves=4 num_cat=0 split_feature=160 403 52 split_gain=15.683 16.4091 0.273075 threshold=-0.40187499999999993 -1.0000000180025095e-35 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031096387903271189 -0.00017173574911898075 4.8534838524635015e-05 -0.00042436385873400462 leaf_weight=3.9520076210610551 41.177014781162143 292.62261976348236 6.6168903075158596 leaf_count=87 646 2004 112 internal_value=0 2.13543e-05 -0.000382598 internal_weight=0 333.8 10.5689 internal_count=2849 2650 199 is_linear=0 shrinkage=0.000326769 Tree=1888 num_leaves=4 num_cat=0 split_feature=52 159 12 split_gain=21.8299 18.6488 0.0457532 threshold=-0.4290699999999999 -1.0000000180025095e-35 0.083535000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038966997136967468 -0.00023224052920922314 3.7972027596471781e-05 -0.00034246922174708541 leaf_weight=4.098690968006852 27.596313811372966 287.50492597743869 12.550775254145263 leaf_count=35 445 2125 232 internal_value=0 1.42944e-05 -0.000354522 internal_weight=0 315.101 16.6495 internal_count=2837 2570 267 is_linear=0 shrinkage=0.00031408 Tree=1889 num_leaves=4 num_cat=0 split_feature=52 159 12 split_gain=22.5983 18.7886 0.0614821 threshold=-0.4290699999999999 -1.0000000180025095e-35 0.083245000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004365962123374731 -0.00025860088515231917 4.0786688087745946e-05 -0.00037914559032521357 leaf_weight=4.0983146931976107 27.598123294766992 288.73490352556109 13.098976733162997 leaf_count=33 445 2125 234 internal_value=0 1.46529e-05 -0.000393306 internal_weight=0 316.333 17.1973 internal_count=2837 2570 267 is_linear=0 shrinkage=0.00034677 Tree=1890 num_leaves=4 num_cat=0 split_feature=52 159 12 split_gain=22.7027 19.3563 0.0533538 threshold=-0.4290699999999999 -1.0000000180025095e-35 0.083325000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041695623971748784 -0.00024856026422184399 3.9384075500475054e-05 -0.00036468993046747143 leaf_weight=4.1451532300561693 28.436562687158585 292.78581234719604 13.176993617787955 leaf_count=34 445 2125 233 internal_value=0 1.38802e-05 -0.000377642 internal_weight=0 321.222 17.3221 internal_count=2837 2570 267 is_linear=0 shrinkage=0.000333305 Tree=1891 num_leaves=4 num_cat=0 split_feature=52 151 12 split_gain=20.8319 17.5203 0.0534316 threshold=-0.4290699999999999 -0.29526499999999994 0.080070000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017904766428353258 -0.0019750821866187473 0.00012017926182584249 -0.0015552596078538714 leaf_weight=3.728748381137847 8.376656807959078 294.35917604574934 12.255970972124485 leaf_count=31 55 2515 236 internal_value=0 6.20828e-05 -0.0016122 internal_weight=0 302.736 15.9847 internal_count=2837 2570 267 is_linear=0 shrinkage=0.00143018 Tree=1892 num_leaves=4 num_cat=0 split_feature=0 4 15 split_gain=19.2847 20.0409 17.2403 threshold=-0.017269999999999997 -0.49096999999999996 0.091570000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.3304298097283997e-05 -0.00058334587523814789 0.0013432234775945201 -0.0012967104698814939 leaf_weight=230.55523458914831 18.359114922583103 43.744517067447305 29.666612897533923 leaf_count=2090 119 196 439 internal_value=0 0.000773686 -0.000186284 internal_weight=0 62.1036 260.222 internal_count=2844 315 2529 is_linear=0 shrinkage=0.00154807 Tree=1893 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=21.6981 25.3665 21.2164 threshold=-0.017269999999999997 1.0000000180025095e-35 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020069246397698312 -0.0001330708917567576 3.0649291909372431e-05 0.00031698322185412373 leaf_weight=91.468979738187045 19.257871817797422 189.42186842299998 46.595046771690249 leaf_count=1378 119 1151 196 internal_value=0 -4.46931e-05 0.00018537 internal_weight=0 280.891 65.8529 internal_count=2844 2529 315 is_linear=0 shrinkage=0.00036078 Tree=1894 num_leaves=4 num_cat=0 split_feature=0 4 15 split_gain=18.5761 19.3549 16.6635 threshold=-0.017269999999999997 -0.49096999999999996 0.091570000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.1608256923405977e-05 -0.00055976369177465342 0.0012988749683822049 -0.0012531509389578067 leaf_weight=230.86690022610128 18.347197324037552 43.423532880842686 29.471332715824246 leaf_count=2090 119 196 439 internal_value=0 0.000746818 -0.000178842 internal_weight=0 61.7707 260.338 internal_count=2844 315 2529 is_linear=0 shrinkage=0.00151772 Tree=1895 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=17.8515 18.6702 16.0846 threshold=-0.017269999999999997 -0.49096999999999996 -0.10107999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019224134616593568 -0.00044961292493189464 0.0010506070621438429 -0.00042900885480715202 leaf_weight=119.50165534112602 18.318904660642147 43.056975377723575 140.58631425118074 leaf_count=587 119 196 1942 internal_value=0 0.000602835 -0.000143572 internal_weight=0 61.3759 260.088 internal_count=2844 315 2529 is_linear=0 shrinkage=0.00124506 Tree=1896 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=14.1836 15.5462 5.50309 threshold=1.0000000180025095e-35 0.10647500000000001 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2117658407247875e-05 0.00037598914711531501 -0.0013618296544528274 0.0014514131338405091 leaf_weight=260.49195672618225 23.43158327229321 16.99333231151104 13.691541029140351 leaf_count=2287 152 280 101 internal_value=0 -0.000113638 0.000773163 internal_weight=0 277.485 37.1231 internal_count=2820 2567 253 is_linear=0 shrinkage=0.00134769 Tree=1897 num_leaves=4 num_cat=0 split_feature=40 13 1 split_gain=15.6214 17.6054 8.85629 threshold=-0.078179999999999986 -0.09547499999999999 0.09258000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.5879030299336212e-05 0.00014405466295730403 -7.0898442420382703e-05 0.00031281237319078674 leaf_weight=10.998964339494703 56.822413838468492 236.26146552152932 27.166993265971541 leaf_count=38 343 2270 169 internal_value=0 -2.92172e-05 0.000206585 internal_weight=0 293.084 38.166 internal_count=2820 2613 207 is_linear=0 shrinkage=0.00034677 Tree=1898 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=13.7205 15.0637 5.44432 threshold=1.0000000180025095e-35 0.10124500000000002 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0413587966443601e-05 0.00041687043874679954 -0.0014418537612099001 0.0016284666543683799 leaf_weight=258.89047410339117 23.379601901397109 18.654962202068418 13.460498932749031 leaf_count=2254 152 313 101 internal_value=0 -0.000125375 0.000860173 internal_weight=0 277.545 36.8401 internal_count=2820 2567 253 is_linear=0 shrinkage=0.00151772 Tree=1899 num_leaves=4 num_cat=0 split_feature=123 13 2 split_gain=15.9881 15.8247 5.14626 threshold=1.0000000180025095e-35 -0.09547499999999999 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013537613846322945 0.00010946885027409847 -7.0543878020583572e-05 0.00037103811370373823 leaf_weight=55.499020700342953 24.681313246488571 234.12468914454803 14.280688993632792 leaf_count=326 152 2241 101 internal_value=0 -3.10782e-05 0.000205476 internal_weight=0 289.624 38.962 internal_count=2820 2567 253 is_linear=0 shrinkage=0.00034677 Tree=1900 num_leaves=4 num_cat=0 split_feature=52 39 12 split_gain=20.9881 15.3809 1.35837 threshold=-0.40306999999999998 0.0047850000000000011 0.097955000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013862770901359855 -0.0001289628166986784 0.00058123728292213967 -0.00067812804952575422 leaf_weight=15.984988340176644 237.61644670879468 50.961764526553452 4.9387148981913915 leaf_count=233 2178 316 65 internal_value=0 -3.51415e-06 -0.0012199 internal_weight=0 288.578 20.9237 internal_count=2792 2494 298 is_linear=0 shrinkage=0.00117324 Tree=1901 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=22.2645 19.9206 1.2749 threshold=-0.40306999999999998 0.094655000000000017 0.098165000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041712359507283691 -7.8106890958052277e-05 0.00010501511185061816 -0.00021290212997584733 leaf_weight=16.566872321069244 170.34250628575683 131.81203617341816 5.0573561498895279 leaf_count=234 1739 755 64 internal_value=0 1.77992e-06 -0.000369591 internal_weight=0 302.155 21.6242 internal_count=2792 2494 298 is_linear=0 shrinkage=0.000353706 Tree=1902 num_leaves=4 num_cat=0 split_feature=52 133 12 split_gain=20.4528 15.1531 1.38259 threshold=-0.40306999999999998 0.11534000000000001 0.098210000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019724951453072956 8.7385808058499132e-05 -0.0016074112528796961 -0.00094016190391371418 leaf_weight=15.782603601925077 272.80141501268372 15.6446471279487 4.8062426913529626 leaf_count=235 2164 330 63 internal_value=0 -4.63636e-06 -0.0017326 internal_weight=0 288.446 20.5888 internal_count=2792 2494 298 is_linear=0 shrinkage=0.00167568 Tree=1903 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=19.908 15.0417 1.38745 threshold=-0.40306999999999998 0.094655000000000017 0.098210000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016454517428471317 -0.00028306637278807694 0.00036355093935138799 -0.00077551951743419923 leaf_weight=15.479384098201992 163.74702856969088 124.47230235673487 4.7668143017217508 leaf_count=235 1739 755 63 internal_value=0 -3.80837e-06 -0.00144156 internal_weight=0 288.219 20.2462 internal_count=2792 2494 298 is_linear=0 shrinkage=0.00140214 Tree=1904 num_leaves=4 num_cat=0 split_feature=13 151 0 split_gain=13.8724 14.2756 1.50388 threshold=-0.24921999999999997 -0.52054499999999992 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00070016171519793292 -0.0020522689842934457 4.870064254483042e-06 0.001432842124319169 leaf_weight=11.400740981101992 7.6528723128139964 281.93144694948569 13.765448605641721 leaf_count=78 54 2640 66 internal_value=0 -4.96258e-05 0.00110171 internal_weight=0 289.584 25.1662 internal_count=2838 2694 144 is_linear=0 shrinkage=0.00148796 Tree=1905 num_leaves=4 num_cat=0 split_feature=13 39 3 split_gain=16.0104 17.282 2.12141 threshold=-0.16826999999999998 0.0047850000000000011 0.28833000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015855031436233429 -5.533739484957879e-05 0.00017534503185379316 0.00034474332050899429 leaf_weight=15.900196585804226 249.4195072776638 50.878022478893399 16.062321087345481 leaf_count=53 2375 301 109 internal_value=0 -1.62453e-05 0.000252269 internal_weight=0 300.298 31.9625 internal_count=2838 2676 162 is_linear=0 shrinkage=0.00036078 Tree=1906 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=15.4815 18.0617 threshold=-0.41122499999999995 0.13535500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004209342019233071 -3.9094904107659865e-06 0.00026839081225591565 leaf_weight=7.5271554933860889 295.67147848755121 23.982429238036275 leaf_count=101 2565 172 internal_value=0 1.6535e-05 internal_weight=0 319.654 internal_count=2838 2737 is_linear=0 shrinkage=0.000301884 Tree=1907 num_leaves=4 num_cat=0 split_feature=13 39 4 split_gain=13.4706 13.9979 2.23043 threshold=-0.16826999999999998 0.0047850000000000011 -0.029079999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014198866757038787 -0.00020179836214473881 0.00066270970771811495 0.00061426507361332368 leaf_weight=13.290840759873392 237.50513025419787 47.874698393978179 16.351341040804982 leaf_count=41 2375 301 121 internal_value=0 -5.67357e-05 0.000976168 internal_weight=0 285.38 29.6422 internal_count=2838 2676 162 is_linear=0 shrinkage=0.00145878 Tree=1908 num_leaves=3 num_cat=0 split_feature=151 1348 split_gain=21.215 16.1139 threshold=-0.40941499999999992 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020412853942166753 4.7207446751297344e-05 0.001530803278044026 leaf_weight=8.84190143086016 301.05257624061778 14.481387786567209 leaf_count=64 2750 57 internal_value=0 0.000115385 internal_weight=0 315.534 internal_count=2871 2807 is_linear=0 shrinkage=0.00137464 Tree=1909 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=19.0146 18.9346 threshold=-0.40941499999999992 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049888132619621377 -3.7218734296974044e-05 0.00014239791776883193 leaf_weight=9.1450190898030979 210.49724026862532 119.88384964317083 leaf_count=64 2103 704 internal_value=0 2.79624e-05 internal_weight=0 330.381 internal_count=2871 2807 is_linear=0 shrinkage=0.00036078 Tree=1910 num_leaves=3 num_cat=0 split_feature=151 1348 split_gain=20.2664 15.54 threshold=-0.40941499999999992 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020768981980387536 4.7864490649931228e-05 0.0015686933456796883 leaf_weight=8.8329244274646026 301.32824962912127 14.380328819155691 leaf_count=64 2750 57 internal_value=0 0.000117228 internal_weight=0 315.709 internal_count=2871 2807 is_linear=0 shrinkage=0.00143018 Tree=1911 num_leaves=3 num_cat=0 split_feature=151 1213 split_gain=19.399 15.192 threshold=-0.40941499999999992 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020336932998518673 -0.0015645007260596442 0.00017326285383920833 leaf_weight=8.8188195768743736 10.630210509989409 304.98219974292442 leaf_count=64 273 2534 internal_value=0 0.000114642 internal_weight=0 315.612 internal_count=2871 2807 is_linear=0 shrinkage=0.00143018 Tree=1912 num_leaves=3 num_cat=0 split_feature=2 42 split_gain=16.7535 18.5653 threshold=0.15374500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00080808191463190297 0.0013671249374312107 9.0097715152171479e-05 leaf_weight=52.520359844435006 16.247536610811949 252.36611606739461 leaf_count=759 104 1999 internal_value=0 -6.46654e-05 internal_weight=0 304.886 internal_count=2862 2758 is_linear=0 shrinkage=0.00137464 Tree=1913 num_leaves=3 num_cat=0 split_feature=2 42 split_gain=16.2665 17.8182 threshold=0.15374500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00091138358734980463 0.0015603612469148203 0.00010117027760386026 leaf_weight=52.294462997466326 15.988326802849768 252.37246106844395 leaf_count=759 104 1999 internal_value=0 -7.26754e-05 internal_weight=0 304.667 internal_count=2862 2758 is_linear=0 shrinkage=0.00157903 Tree=1914 num_leaves=3 num_cat=0 split_feature=2 13 split_gain=17.6089 15.7239 threshold=0.15374500000000002 -0.091624999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013553044857688427 0.00037042365918456608 -6.3178742145178236e-05 leaf_weight=72.141336356289685 17.21226292848587 252.16315788542852 leaf_count=412 104 2346 internal_value=0 -1.89706e-05 internal_weight=0 324.304 internal_count=2862 2758 is_linear=0 shrinkage=0.000375355 Tree=1915 num_leaves=3 num_cat=0 split_feature=2 42 split_gain=18.4236 19.0495 threshold=0.15374500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00018484025191764343 0.00031958110367495479 1.9425890745780674e-05 leaf_weight=56.725470507051796 17.665410328656435 268.88687425572425 leaf_count=759 104 1999 internal_value=0 -1.61684e-05 internal_weight=0 325.612 internal_count=2862 2758 is_linear=0 shrinkage=0.000320362 Tree=1916 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=20.5939 21.9853 10.9657 threshold=0.10100500000000003 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9004211402259226e-05 0.00014016863523524191 0.00040842811394988725 -0.00014450153039231867 leaf_weight=195.52890392951667 103.55572966299951 9.9504145234823209 17.568924829363823 leaf_count=2098 660 23 71 internal_value=0 -7.43959e-05 9.88614e-05 internal_weight=0 205.479 121.125 internal_count=2852 2121 731 is_linear=0 shrinkage=0.000333305 Tree=1917 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=16.0837 21.532 11.435 threshold=0.10100500000000003 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039066135725368507 0.00056233983378175026 0.0017374321609686571 -0.00068584190414409127 leaf_weight=187.2965200766921 97.135620223358274 9.8194557502865774 16.930042438209057 leaf_count=2098 660 23 71 internal_value=0 -0.000284491 0.000376996 internal_weight=0 197.116 114.066 internal_count=2852 2121 731 is_linear=0 shrinkage=0.00140214 Tree=1918 num_leaves=4 num_cat=0 split_feature=12 157 1 split_gain=15.525 18.0406 13.8643 threshold=0.083325000000000024 -0.076494999999999994 0.12988000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011547191702514681 -0.00044784790073287297 3.5126480705390778e-05 0.001128181449760303 leaf_weight=29.50215766299516 138.17982780747116 132.72650733869523 10.028652206063269 leaf_count=108 1948 742 54 internal_value=0 0.000238842 -0.000341073 internal_weight=0 162.229 148.208 internal_count=2852 850 2002 is_linear=0 shrinkage=0.00129536 Tree=1919 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=15.2456 20.303 11.0913 threshold=0.10100500000000003 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004034694283046836 0.00058590714365518138 0.0017982688426131058 -0.00071915954014833245 leaf_weight=186.38945936597884 96.578113537281752 9.739463269710539 16.930530972778797 leaf_count=2098 660 23 71 internal_value=0 -0.00029397 0.00039116 internal_weight=0 196.129 113.509 internal_count=2852 2121 731 is_linear=0 shrinkage=0.00148796 Tree=1920 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=18.0113 19.3842 threshold=-0.40548499999999993 0.10495000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049408916335183484 -5.2540870465936854e-05 0.00012753468018524502 leaf_weight=8.602739795111118 220.66133516887203 100.56202102079988 leaf_count=112 2146 593 internal_value=0 3.83772e-06 internal_weight=0 321.223 internal_count=2851 2739 is_linear=0 shrinkage=0.000339971 Tree=1921 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=18.4543 21.4249 threshold=-0.40548499999999993 0.10495000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048670983282233181 -5.362783187297882e-05 0.00013062590808646891 leaf_weight=8.7115486655384284 222.84400201402605 102.266048617661 leaf_count=112 2146 593 internal_value=0 4.33497e-06 internal_weight=0 325.11 internal_count=2851 2739 is_linear=0 shrinkage=0.000333305 Tree=1922 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=18.1333 19.6523 threshold=-0.40548499999999993 0.10495000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053731388356995818 -5.6806813930820107e-05 0.00013929923984043444 leaf_weight=8.5708661358803493 221.57128098607063 100.60736978985369 leaf_count=112 2146 593 internal_value=0 4.43624e-06 internal_weight=0 322.179 internal_count=2851 2739 is_linear=0 shrinkage=0.000367995 Tree=1923 num_leaves=3 num_cat=0 split_feature=51 160 split_gain=17.9099 16.1566 threshold=-0.40548499999999993 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020732661859845674 -0.001680974304164466 8.0635569406460272e-05 leaf_weight=8.2315861498936993 10.581144173163919 297.48519681068137 leaf_count=112 217 2522 internal_value=0 2.00292e-05 internal_weight=0 308.066 internal_count=2851 2739 is_linear=0 shrinkage=0.00140214 Tree=1924 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=16.7034 15.6246 threshold=-0.40148999999999996 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020155640720024614 5.2240017162543306e-05 -0.0017674283137737959 leaf_weight=7.6303386082872739 300.70376851549372 8.8027644045650941 leaf_count=100 2701 88 internal_value=0 3.80483e-07 internal_weight=0 309.507 internal_count=2889 2789 is_linear=0 shrinkage=0.00134769 Tree=1925 num_leaves=3 num_cat=0 split_feature=51 1365 split_gain=16.2774 15.3124 threshold=-0.40148999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0018549415443310474 4.5612402506080701e-05 -0.0016938510277826834 leaf_weight=7.4895226322114459 301.36804637964815 8.0355075784027559 leaf_count=100 2725 64 internal_value=0 3.35141e-07 internal_weight=0 309.404 internal_count=2889 2789 is_linear=0 shrinkage=0.00124506 Tree=1926 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=15.8624 15.1304 threshold=-0.40148999999999996 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0023435063623435267 5.985984427630191e-05 -0.0020504003371222034 leaf_weight=7.3513144571334115 300.69446118827909 8.6979579264298064 leaf_count=100 2701 88 internal_value=0 4.11184e-07 internal_weight=0 309.392 internal_count=2889 2789 is_linear=0 shrinkage=0.00157903 Tree=1927 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=15.4577 14.9222 threshold=-0.40148999999999996 0.15374500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0020729911369907223 -6.594416267576643e-05 0.0014309941464588005 leaf_weight=7.2156829023733726 295.61216041492298 13.679552182555197 leaf_count=100 2697 92 internal_value=0 3.47617e-07 internal_weight=0 309.292 internal_count=2889 2789 is_linear=0 shrinkage=0.00140214 Tree=1928 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=15.1542 16.3514 8.02668 threshold=0.27150500000000005 0.092825000000000005 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3539176082385811e-05 0.00022840924865187982 0.0001518407595864963 -8.2685008930034784e-05 leaf_weight=226.29569444525987 41.335963230580091 45.996442012488842 10.188737057149408 leaf_count=2197 310 274 39 internal_value=0 -1.88375e-05 0.000166884 internal_weight=0 272.292 51.5247 internal_count=2820 2471 349 is_linear=0 shrinkage=0.00031408 Tree=1929 num_leaves=4 num_cat=0 split_feature=4 480 16 split_gain=13.4039 15.8882 0.451654 threshold=0.50666500000000003 0.08598500000000002 -0.075709999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1945336926015712e-05 0.0015789528483051609 -0.0020171690941001427 0.0010735323061920184 leaf_weight=283.61204182030633 9.3142343349754828 8.527381085790692 7.1443600542843333 leaf_count=2484 107 171 58 internal_value=0 -1.82869e-05 0.00136106 internal_weight=0 292.139 16.4586 internal_count=2820 2655 165 is_linear=0 shrinkage=0.00148796 Tree=1930 num_leaves=4 num_cat=0 split_feature=4 483 16 split_gain=13.0513 15.2018 0.458431 threshold=0.50666500000000003 0.088030000000000011 -0.075709999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0783704500581621e-05 0.0015769224444273839 -0.0014826344069822121 0.0010636736269613388 leaf_weight=277.12744114967063 9.1192679498344678 14.868776530027388 7.050096219405531 leaf_count=2440 107 215 58 internal_value=0 -1.79007e-05 0.00135466 internal_weight=0 291.996 16.1694 internal_count=2820 2655 165 is_linear=0 shrinkage=0.00148796 Tree=1931 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=15.1498 16.1386 7.82848 threshold=0.27150500000000005 0.092825000000000005 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.1567506542983084e-05 0.00026215020642945903 0.00017365881483957348 -8.9968757227491339e-05 leaf_weight=224.72202622285113 41.123939115554094 45.662458325736225 10.259433243423699 leaf_count=2197 310 274 39 internal_value=0 -2.18331e-05 0.000191837 internal_weight=0 270.384 51.3834 internal_count=2820 2471 349 is_linear=0 shrinkage=0.00036078 Tree=1932 num_leaves=4 num_cat=0 split_feature=1456 480 3 split_gain=16.3724 14.2235 1.21203 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.095814999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062192539772614179 0.00017277761728526648 -0.0014241832777243141 -0.0015989554521754139 leaf_weight=2.9799222135916343 291.93135742656887 10.474794747307895 10.724519239738582 leaf_count=34 2371 176 228 internal_value=0 0.000117375 -0.00138767 internal_weight=0 302.406 13.7044 internal_count=2809 2547 262 is_linear=0 shrinkage=0.00134769 Tree=1933 num_leaves=4 num_cat=0 split_feature=1456 123 3 split_gain=16.5974 15.6271 1.21621 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.092954999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015045199206098063 9.0421324354174452e-07 0.00021721461126467101 -0.00037036484206146128 leaf_weight=3.2526459945365778 282.13827304169536 37.282998206093907 10.972219267860053 leaf_count=40 2311 236 222 internal_value=0 2.61635e-05 -0.000320349 internal_weight=0 319.421 14.2249 internal_count=2809 2547 262 is_linear=0 shrinkage=0.00031408 Tree=1934 num_leaves=4 num_cat=0 split_feature=1456 480 3 split_gain=15.8872 13.6973 1.20928 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.095584999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006195803628085987 0.00016877794718511561 -0.001404489357897282 -0.0015949241083470455 leaf_weight=3.002809287980198 292.22979837656021 10.389996764250098 10.488498147111384 leaf_count=36 2371 176 226 internal_value=0 0.000114677 -0.00137902 internal_weight=0 302.62 13.4913 internal_count=2809 2547 262 is_linear=0 shrinkage=0.00134769 Tree=1935 num_leaves=4 num_cat=0 split_feature=1456 480 3 split_gain=15.4125 13.1898 1.25426 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.09712999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00064799459564927702 0.00018581298997245963 -0.001560353420609347 -0.0017881345203316066 leaf_weight=2.862038290128111 292.22283417219296 10.2971203639172 10.410443628905339 leaf_count=28 2371 176 234 internal_value=0 0.000126283 -0.00154356 internal_weight=0 302.52 13.2725 internal_count=2809 2547 262 is_linear=0 shrinkage=0.00151772 Tree=1936 num_leaves=4 num_cat=0 split_feature=1456 133 0 split_gain=16.5197 14.559 0.128687 threshold=-1.0000000180025095e-35 -0.39975999999999995 -0.14050999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016829911738058859 -0.0016169403356444451 0.00010881935826731481 -0.0013502036628469459 leaf_weight=2.8839663341641417 8.0781965977512282 299.41136355046183 9.5261311547365022 leaf_count=33 147 2441 231 internal_value=0 6.33836e-05 -0.00143001 internal_weight=0 307.49 12.4101 internal_count=2852 2588 264 is_linear=0 shrinkage=0.00126996 Tree=1937 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=16.8601 15.4328 0.135234 threshold=-1.0000000180025095e-35 -0.53320999999999985 0.054215000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039208854030060375 -0.00037217156943935827 2.9429561197506898e-05 -0.00030867766124010687 leaf_weight=9.5987812606617791 10.983293442055581 314.19445545552298 3.4246509247459462 leaf_count=193 164 2424 71 internal_value=0 1.58439e-05 -0.000370639 internal_weight=0 325.178 13.0234 internal_count=2852 2588 264 is_linear=0 shrinkage=0.000333305 Tree=1938 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=17.2439 15.3007 0.129224 threshold=-1.0000000180025095e-35 -0.53320999999999985 0.052820000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000443965617019209 -0.0004185237957982003 3.2699422620347423e-05 -0.00035338230446468866 leaf_weight=9.602667873259632 10.937925380654631 314.38359634578228 3.5971691175363949 leaf_count=191 164 2424 73 internal_value=0 1.75048e-05 -0.000419826 internal_weight=0 325.322 13.1998 internal_count=2852 2588 264 is_linear=0 shrinkage=0.000375355 Tree=1939 num_leaves=4 num_cat=0 split_feature=1456 1 483 split_gain=16.9772 15.9959 0.146534 threshold=-1.0000000180025095e-35 0.10100500000000003 -0.088629999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028199191512685276 -3.6772820309886349e-05 0.00010487377440513397 -0.00036264507867478802 leaf_weight=3.3019677042029789 207.4843109943904 118.89268322102726 9.7755214227363449 leaf_count=64 1891 697 200 internal_value=0 1.48293e-05 -0.000342722 internal_weight=0 326.377 13.0775 internal_count=2852 2588 264 is_linear=0 shrinkage=0.000307922 Tree=1940 num_leaves=4 num_cat=0 split_feature=155 3 0 split_gain=13.8448 16.3062 0.183273 threshold=0.098655000000000007 -0.10072999999999999 0.0091350000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072423682534888945 -0.0019828275670336942 -0.00011258226206543381 -0.0015393328213650021 leaf_weight=69.850677710957825 4.6210544430650753 230.86723269778304 5.1445550434291363 leaf_count=353 75 2347 66 internal_value=0 8.18275e-05 -0.00175265 internal_weight=0 300.718 9.76561 internal_count=2841 2700 141 is_linear=0 shrinkage=0.00151772 Tree=1941 num_leaves=4 num_cat=0 split_feature=43 155 4 split_gain=13.7948 14.3654 3.3072 threshold=0.18078000000000002 0.098655000000000007 0.10947000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017212494036403816 -0.0024095101651174142 -0.0020067382787227516 -0.00052672307964912648 leaf_weight=288.12899616081268 8.2250036350451392 9.4810956814326328 4.3419873230159274 leaf_count=2511 165 136 29 internal_value=0 0.000102588 -0.00176078 internal_weight=0 297.61 12.567 internal_count=2841 2647 194 is_linear=0 shrinkage=0.00174338 Tree=1942 num_leaves=3 num_cat=0 split_feature=2 43 split_gain=14.3099 14.8259 threshold=0.15374500000000002 0.18078000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3120481904485208e-06 0.00029453543794602283 -0.00034388113107758844 leaf_weight=299.13666942203417 15.308843581005929 12.115645941812543 leaf_count=2555 97 189 internal_value=0 -1.02229e-05 internal_weight=0 311.252 internal_count=2841 2744 is_linear=0 shrinkage=0.000307922 Tree=1943 num_leaves=4 num_cat=0 split_feature=158 155 15 split_gain=13.6945 13.9972 0.591871 threshold=0.10858500000000001 0.098655000000000007 -0.040564999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001292729855903929 -0.0013429200882841769 -0.0016456933267326975 -0.0020866093900748887 leaf_weight=291.6566665051505 4.7719675842672586 9.3606288507580739 4.362706025131045 leaf_count=2550 72 138 81 internal_value=0 7.39766e-05 -0.00170172 internal_weight=0 301.017 9.13467 internal_count=2841 2688 153 is_linear=0 shrinkage=0.00143018 Tree=1944 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=21.2489 17.8168 12.8526 threshold=0.10400500000000001 -0.11327499999999999 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001216813929646136 0.00016597195578280886 -0.0001354586449253841 -0.00016487307951990466 leaf_weight=42.059614026919007 87.281836237758398 169.56107393326238 17.646058369427919 leaf_count=221 532 1995 89 internal_value=0 -8.43457e-05 0.000110313 internal_weight=0 211.621 104.928 internal_count=2837 2216 621 is_linear=0 shrinkage=0.000353706 Tree=1945 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=22.1244 18.5464 13.4993 threshold=0.10400500000000001 -0.11327499999999999 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011371383495608694 0.00015489152240777087 -0.00012723759507513694 -0.00015918335483828072 leaf_weight=42.527277819812298 88.440064616501331 172.0582633856684 17.487953592091799 leaf_count=221 532 1995 89 internal_value=0 -7.94792e-05 0.000103021 internal_weight=0 214.586 105.928 internal_count=2837 2216 621 is_linear=0 shrinkage=0.000326769 Tree=1946 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.6208 17.771 12.6201 threshold=0.10400500000000001 -0.11327499999999999 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051933814328460981 0.00061880804349344332 -0.00051482824002660227 -0.00070715984987053035 leaf_weight=40.829230017960072 82.314153268933296 163.12603946379386 17.01396887563169 leaf_count=221 532 1995 89 internal_value=0 -0.000307772 0.00039159 internal_weight=0 203.955 99.3281 internal_count=2837 2216 621 is_linear=0 shrinkage=0.00140214 Tree=1947 num_leaves=4 num_cat=0 split_feature=403 39 3 split_gain=17.2977 17.2301 12.1419 threshold=-1.0000000180025095e-35 0.0047850000000000011 -0.10147999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.7461493927094234e-05 -2.7953863986564731e-05 0.00018704982221521288 -0.00033977263198906472 leaf_weight=10.001204162836073 227.75984918465838 50.588309720158577 28.210695167537779 leaf_count=70 1865 295 607 internal_value=0 1.11321e-05 -0.000227965 internal_weight=0 278.348 38.2119 internal_count=2837 2160 677 is_linear=0 shrinkage=0.000333305 Tree=1948 num_leaves=3 num_cat=0 split_feature=454 4 split_gain=14.0624 18.6567 threshold=-1.0000000180025095e-35 0.15756500000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017673132678712013 -0.00014992084336432496 0.00067432328892930984 leaf_weight=8.4382890239357931 238.1011731470935 66.332728186622262 leaf_count=62 2362 428 internal_value=0 2.97037e-05 internal_weight=0 304.434 internal_count=2852 2790 is_linear=0 shrinkage=0.00137464 Tree=1949 num_leaves=4 num_cat=0 split_feature=123 4 2 split_gain=16.0529 15.3562 6.6451 threshold=1.0000000180025095e-35 0.15756500000000004 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.009354681616557e-05 2.5877143044564285e-05 0.00012211000525845899 0.00033875111111789693 leaf_weight=225.58183287130669 15.005386302247642 65.647957339882851 23.726098157465458 leaf_count=2264 108 344 136 internal_value=0 -3.45085e-05 0.00021761 internal_weight=0 291.23 38.7315 internal_count=2852 2608 244 is_linear=0 shrinkage=0.000367995 Tree=1950 num_leaves=4 num_cat=0 split_feature=123 1348 2 split_gain=16.2219 15.4784 6.49154 threshold=1.0000000180025095e-35 0.090050000000000005 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5979206926511036e-05 2.762491787958706e-05 0.00039566037441290323 0.00031243091866333658 leaf_weight=281.91558759799227 15.117133818566797 9.4616187326610071 23.829201044514775 leaf_count=2572 108 36 136 internal_value=0 -3.16133e-05 0.00020195 internal_weight=0 291.377 38.9463 internal_count=2852 2608 244 is_linear=0 shrinkage=0.000339971 Tree=1951 num_leaves=4 num_cat=0 split_feature=123 1348 2 split_gain=15.5705 15.7291 6.56442 threshold=1.0000000180025095e-35 0.084895000000000012 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4379922568646771e-05 2.3085717844629435e-05 0.00033604597460638928 0.00033602683209818805 leaf_weight=275.20822313381359 14.796727025881408 14.702146008610724 23.476953774690628 leaf_count=2548 108 60 136 internal_value=0 -3.45595e-05 0.000215115 internal_weight=0 289.91 38.2737 internal_count=2852 2608 244 is_linear=0 shrinkage=0.000367995 Tree=1952 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=15.4295 21.3225 8.29532 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.089179999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015425101175405492 -1.5701895536990365e-06 0.00033298727091002009 -0.00040138015572180373 leaf_weight=4.384866930544379 277.10688949562609 27.213685490190983 17.092197477817535 leaf_count=33 2204 196 399 internal_value=0 2.83664e-05 -0.000287903 internal_weight=0 304.321 21.4771 internal_count=2832 2400 432 is_linear=0 shrinkage=0.00036078 Tree=1953 num_leaves=4 num_cat=0 split_feature=1429 1213 157 split_gain=14.1362 14.9583 0.277922 threshold=-1.0000000180025095e-35 -0.081269999999999995 -0.028954999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015631149607970151 -0.0017403037665861959 0.00016302433201664592 -0.0021198862920832448 leaf_weight=5.0549818091094494 10.653380230069159 291.31938661728054 4.6896253456361574 leaf_count=71 280 2413 68 internal_value=0 9.57705e-05 -0.00183468 internal_weight=0 301.973 9.74461 internal_count=2832 2693 139 is_linear=0 shrinkage=0.00157903 Tree=1954 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=14.6934 20.7133 8.5232 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.089179999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015980571508381297 -3.7591018545314991e-06 0.00031071170516791503 -0.0003843401409448935 leaf_weight=4.3379676397889879 279.84839037386701 27.658683110028505 16.934599129017442 leaf_count=33 2204 196 399 internal_value=0 2.45435e-05 -0.000273332 internal_weight=0 307.507 21.2726 internal_count=2832 2400 432 is_linear=0 shrinkage=0.00034677 Tree=1955 num_leaves=3 num_cat=0 split_feature=1186 474 split_gain=14.0165 13.0451 threshold=0.085080000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001943209541741395 0.0018350715131804658 2.7335878924158031e-05 leaf_weight=7.9284669561311594 9.6153261261060816 294.11837749090046 leaf_count=106 65 2661 internal_value=0 -2.45088e-05 internal_weight=0 302.047 internal_count=2832 2767 is_linear=0 shrinkage=0.00151772 Tree=1956 num_leaves=3 num_cat=0 split_feature=41 15 split_gain=15.3069 14.8954 threshold=0.082980000000000012 0.088550000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032415492015060892 -0.0015020631963013067 -0.00073602037763202427 leaf_weight=257.71581435226835 16.158648816868663 43.472613515798002 leaf_count=2075 115 617 internal_value=0 0.000171096 internal_weight=0 301.188 internal_count=2807 2692 is_linear=0 shrinkage=0.00167568 Tree=1957 num_leaves=3 num_cat=0 split_feature=41 472 split_gain=14.6617 14.3306 threshold=0.082980000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001821893976076237 -0.0013333279006129137 0.00020715748801786982 leaf_weight=8.2246592040173692 16.118570420891047 292.74386162031442 leaf_count=142 115 2550 internal_value=0 0.000151597 internal_weight=0 300.969 internal_count=2807 2692 is_linear=0 shrinkage=0.00151772 Tree=1958 num_leaves=4 num_cat=0 split_feature=403 52 4 split_gain=14.1433 13.6686 3.52272 threshold=-0.092224999999999988 -0.53320999999999985 0.26753500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017981801422897209 -0.0017655660467774496 0.0002182260501574543 5.734286235100312e-05 leaf_weight=12.46588844899088 9.2778382198885065 291.78286334173754 3.3692740984261027 leaf_count=301 166 2318 22 internal_value=0 0.000156983 -0.00140378 internal_weight=0 301.061 15.8352 internal_count=2807 2484 323 is_linear=0 shrinkage=0.00161061 Tree=1959 num_leaves=4 num_cat=0 split_feature=1 50 48 split_gain=18.3775 17.1918 10.4484 threshold=0.10100500000000003 0.088385000000000005 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1153362642964237e-05 0.00017728806810471656 -0.00040853316779507117 -9.5861468705881611e-05 leaf_weight=191.60611601686105 101.22046492435038 16.862345622386783 23.322366908192635 leaf_count=1676 643 391 97 internal_value=0 -5.25218e-05 0.00012613 internal_weight=0 208.468 124.543 internal_count=2807 2067 740 is_linear=0 shrinkage=0.000367995 Tree=1960 num_leaves=4 num_cat=0 split_feature=123 457 4 split_gain=19.3093 17.4776 6.88283 threshold=1.0000000180025095e-35 0.081330000000000013 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5227273799221566e-05 0.00039033847158715632 0.00016971740936155014 7.7858186638899403e-05 leaf_weight=246.59000266902149 19.04206832498312 44.787003438919783 17.712740259245038 leaf_count=2441 99 184 144 internal_value=0 -3.75686e-05 0.000239868 internal_weight=0 291.377 36.7548 internal_count=2868 2625 243 is_linear=0 shrinkage=0.00036078 Tree=1961 num_leaves=4 num_cat=0 split_feature=123 4 4 split_gain=18.5476 16.6063 7.03764 threshold=1.0000000180025095e-35 0.15756500000000004 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.3323293138445119e-05 0.00038877585787469669 0.00012226527329466837 7.1629685715661419e-05 leaf_weight=227.48613988840953 18.846234142780304 65.950668789446354 17.627791242673993 leaf_count=2285 99 340 144 internal_value=0 -3.71118e-05 0.000235618 internal_weight=0 293.437 36.474 internal_count=2868 2625 243 is_linear=0 shrinkage=0.00036078 Tree=1962 num_leaves=4 num_cat=0 split_feature=123 4 4 split_gain=19.5878 16.5592 7.11407 threshold=1.0000000180025095e-35 0.15756500000000004 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3872439220967959e-05 0.0003418060789340532 0.0001049978360576329 6.5594695922517458e-05 leaf_weight=227.32338723726571 19.145064532756805 65.824534367769957 17.710309850051999 leaf_count=2285 99 340 144 internal_value=0 -3.3704e-05 0.000209179 internal_weight=0 293.148 36.8554 internal_count=2868 2625 243 is_linear=0 shrinkage=0.00031408 Tree=1963 num_leaves=4 num_cat=0 split_feature=123 457 4 split_gain=19.4541 18.1324 7.14933 threshold=1.0000000180025095e-35 0.081330000000000013 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8563188589592687e-05 0.00035434264777430333 0.00015535010429271675 6.7178974370098101e-05 leaf_weight=251.43610003916547 19.307289037853479 45.605022361502051 17.789592487737536 leaf_count=2441 99 184 144 internal_value=0 -3.41778e-05 0.00021674 internal_weight=0 297.041 37.0969 internal_count=2868 2625 243 is_linear=0 shrinkage=0.000326769 Tree=1964 num_leaves=4 num_cat=0 split_feature=155 42 13 split_gain=15.9322 16.6285 0.261776 threshold=0.088505000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0008441902123042293 -0.001766034613281195 0.00022672479490743277 -0.0023566966281991912 leaf_weight=56.220506454817951 4.1972483927384019 248.13140054536052 6.9160334081388992 leaf_count=745 93 1937 87 internal_value=0 2.88626e-05 -0.00213703 internal_weight=0 304.352 11.1133 internal_count=2862 2682 180 is_linear=0 shrinkage=0.00177825 Tree=1965 num_leaves=4 num_cat=0 split_feature=155 0 13 split_gain=15.518 20.1468 0.2586 threshold=0.088505000000000014 -0.060324999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025872677947503945 -0.0018639942752322895 0.00084701922224125802 -0.0024926758777502941 leaf_weight=224.73942279932089 4.1263245726004243 79.391742249950767 6.7848840607330185 leaf_count=2270 93 412 87 internal_value=0 2.99571e-05 -0.0022586 internal_weight=0 304.131 10.9112 internal_count=2862 2682 180 is_linear=0 shrinkage=0.00188709 Tree=1966 num_leaves=4 num_cat=0 split_feature=155 0 13 split_gain=15.1144 19.2943 0.255677 threshold=0.088505000000000014 -0.060324999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018799627388329092 -0.0013773468518887334 0.00061680917119430999 -0.0018460222324590517 leaf_weight=224.65687247016467 4.0570049323141575 79.191417888738215 6.6560393795371038 leaf_count=2270 93 412 87 internal_value=0 2.17843e-05 -0.0016713 internal_weight=0 303.848 10.713 internal_count=2862 2682 180 is_linear=0 shrinkage=0.00140214 Tree=1967 num_leaves=3 num_cat=0 split_feature=1365 42 split_gain=15.0286 16.2235 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0006794590378774697 -0.0020622595490150906 0.00016868156504287748 leaf_weight=56.535408126190305 7.2931680399924508 250.26275695278309 leaf_count=767 61 2034 internal_value=0 1.23574e-05 internal_weight=0 306.798 internal_count=2862 2801 is_linear=0 shrinkage=0.00143018 Tree=1968 num_leaves=4 num_cat=0 split_feature=3 39 15 split_gain=17.3763 16.6192 0.24651 threshold=0.15360000000000004 0.0047850000000000011 -0.073184999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027033735718115894 0.0011373141766367286 0.00077753107076275149 0.0014692539872938376 leaf_weight=241.0817612609826 11.517464444041254 46.881331927143037 12.936744686216114 leaf_count=2378 91 291 52 internal_value=0 -9.97007e-05 0.00131393 internal_weight=0 287.963 24.4542 internal_count=2812 2669 143 is_linear=0 shrinkage=0.00161061 Tree=1969 num_leaves=4 num_cat=0 split_feature=3 39 2 split_gain=16.8003 15.9437 1.10808 threshold=0.15360000000000004 0.0047850000000000011 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024435628257891891 0.0015091447306346617 0.0007060262130429688 0.00086838882746124437 leaf_weight=240.87924735504203 12.513686720281841 46.630936845205724 11.648695975542067 leaf_count=2378 53 291 90 internal_value=0 -9.01782e-05 0.00120117 internal_weight=0 287.51 24.1624 internal_count=2812 2669 143 is_linear=0 shrinkage=0.00148796 Tree=1970 num_leaves=4 num_cat=0 split_feature=1 131 47 split_gain=18.9979 17.1358 10.7971 threshold=0.10100500000000003 0.077555000000000027 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9711996244441201e-05 0.00017167927200529366 -0.00036044660230294948 -5.7645183391478626e-05 leaf_weight=186.04726751660928 86.337644316256046 20.039872501976788 32.709936451166868 leaf_count=1794 525 313 180 internal_value=0 -6.1903e-05 0.00010867 internal_weight=0 206.087 119.048 internal_count=2812 2107 705 is_linear=0 shrinkage=0.000339971 Tree=1971 num_leaves=4 num_cat=0 split_feature=3 39 2 split_gain=16.274 15.3544 1.07882 threshold=0.15360000000000004 0.0047850000000000011 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020447339048892238 0.0012756222661310149 0.00059294118012467054 0.00073319651519134746 leaf_weight=240.85668044700287 12.36411731503904 46.43599749263376 11.546662401407955 leaf_count=2378 53 291 90 internal_value=0 -7.5554e-05 0.00101448 internal_weight=0 287.293 23.9108 internal_count=2812 2669 143 is_linear=0 shrinkage=0.00126996 Tree=1972 num_leaves=3 num_cat=0 split_feature=147 484 split_gain=15.2833 19.4743 threshold=0.088505000000000014 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029403396894727156 0.00024739217840845894 7.2669709159742917e-06 leaf_weight=24.930848727934062 25.178031805902719 279.55999095132574 leaf_count=433 124 2298 internal_value=0 -1.74196e-05 internal_weight=0 304.491 internal_count=2855 2731 is_linear=0 shrinkage=0.000326769 Tree=1973 num_leaves=3 num_cat=0 split_feature=147 484 split_gain=15.5022 20.3375 threshold=0.088505000000000014 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032283146539695647 0.00026762781641953814 7.6044132527124705e-06 leaf_weight=25.381046966649592 25.419158309698105 282.1944083548151 leaf_count=433 124 2298 internal_value=0 -1.96814e-05 internal_weight=0 307.575 internal_count=2855 2731 is_linear=0 shrinkage=0.000353706 Tree=1974 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=13.7408 14.7897 9.36862 threshold=-1.0000000180025095e-35 -0.10106999999999998 0.085360000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012468528232104786 0.00065792443455273695 -7.0094480699703509e-05 0.00094265955196800265 leaf_weight=22.942923301598061 65.40151743683964 224.94672102900222 4.1839355770498505 leaf_count=431 341 2064 19 internal_value=0 9.39257e-05 -0.000908726 internal_weight=0 290.348 27.1269 internal_count=2855 2405 450 is_linear=0 shrinkage=0.00134769 Tree=1975 num_leaves=3 num_cat=0 split_feature=147 484 split_gain=15.2687 19.0498 threshold=0.088505000000000014 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003232984419375429 0.00027145899041813534 5.9928030797831661e-06 leaf_weight=24.864961032755673 25.175871595740318 282.14774198224768 leaf_count=433 124 2298 internal_value=0 -2.06949e-05 internal_weight=0 307.013 internal_count=2855 2731 is_linear=0 shrinkage=0.00036078 Tree=1976 num_leaves=4 num_cat=0 split_feature=4 482 0 split_gain=17.5832 15.1828 0.130777 threshold=0.50666500000000003 0.092060000000000017 -0.066769999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7156866185124563e-06 0.00035132330567217313 -0.00044324920636991172 0.00029025565848617851 leaf_weight=305.67661750037223 9.5955515112727898 8.5293496935628337 7.7042627837508908 leaf_count=2603 87 110 71 internal_value=0 -1.37276e-05 0.000324478 internal_weight=0 314.206 17.2998 internal_count=2871 2713 158 is_linear=0 shrinkage=0.000326769 Tree=1977 num_leaves=4 num_cat=0 split_feature=4 482 0 split_gain=15.8978 14.8526 0.146266 threshold=0.50666500000000003 0.092060000000000017 -0.066769999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2831846948816117e-06 0.0015967622120742692 -0.0020442906582545297 0.0012921318536019883 leaf_weight=292.88835932454094 8.8312144521623832 8.1345262764953059 7.0486102662980548 leaf_count=2603 87 110 71 internal_value=0 -6.34283e-05 0.00146326 internal_weight=0 301.023 15.8798 internal_count=2871 2713 158 is_linear=0 shrinkage=0.00148796 Tree=1978 num_leaves=4 num_cat=0 split_feature=4 482 0 split_gain=15.479 14.4193 0.14961 threshold=0.50666500000000003 0.092060000000000017 -0.066769999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9387158636803059e-06 0.0015630389027879296 -0.0019889028814954533 0.0012587314381232047 leaf_weight=292.88574265083298 8.6485591903328878 8.0147657743655127 6.9360578041523686 leaf_count=2603 87 110 71 internal_value=0 -6.08264e-05 0.00142931 internal_weight=0 300.901 15.5846 internal_count=2871 2713 158 is_linear=0 shrinkage=0.00145878 Tree=1979 num_leaves=4 num_cat=0 split_feature=4 14 3 split_gain=15.0711 14.1676 0.121215 threshold=0.50666500000000003 -0.23083499999999998 -0.020389999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017178306540534835 0.0011681617382730907 -3.5214518132932378e-06 0.0014271980825950486 leaf_weight=9.0076036825776082 6.6848815511912099 291.77293965918943 8.610479384660719 leaf_count=57 52 2656 106 internal_value=0 -5.49664e-05 0.00131558 internal_weight=0 300.781 15.2954 internal_count=2871 2713 158 is_linear=0 shrinkage=0.00134769 Tree=1980 num_leaves=4 num_cat=0 split_feature=403 484 52 split_gain=17.9708 19.4968 16.2834 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.040174999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014504064150776236 -0.00020940915896960303 7.9760903754606236e-05 -0.00033132880059786766 leaf_weight=11.687912529334424 30.031445308588445 261.11989807570353 28.462017110548913 leaf_count=77 398 1745 604 internal_value=0 4.9922e-05 -0.000192651 internal_weight=0 291.151 40.1499 internal_count=2824 2143 681 is_linear=0 shrinkage=0.000339971 Tree=1981 num_leaves=4 num_cat=0 split_feature=484 403 3 split_gain=17.4577 20.4719 9.22703 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10265000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029598872034342631 -0.00016308596146311522 7.0975245949658105e-05 7.3902320627071088e-05 leaf_weight=22.84161124704406 39.139447557739913 261.31419269088656 8.3969546481966955 leaf_count=417 633 1745 29 internal_value=0 4.04762e-05 -0.000196577 internal_weight=0 300.454 31.2386 internal_count=2824 2378 446 is_linear=0 shrinkage=0.000301884 Tree=1982 num_leaves=4 num_cat=0 split_feature=1456 403 160 split_gain=15.5327 17.4259 1.60333 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.060610000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019508353825387745 -0.00087078530508534881 0.00032889548257316139 -0.00066299365422356937 leaf_weight=10.014065948780624 37.262795858085155 264.59238746762276 3.5617764834314576 leaf_count=205 649 1904 66 internal_value=0 0.000180754 -0.00161436 internal_weight=0 301.855 13.5758 internal_count=2824 2553 271 is_linear=0 shrinkage=0.00164282 Tree=1983 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=15.2096 16.2048 threshold=0.086795000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00087917575867240707 -0.0018867624214580149 0.0002441883884995588 leaf_weight=28.984985470073298 7.7605095356702796 278.16829341347329 leaf_count=440 52 2332 internal_value=0 0.000138132 internal_weight=0 307.153 internal_count=2824 2772 is_linear=0 shrinkage=0.00143018 Tree=1984 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=15.0835 18.2716 threshold=0.088035000000000016 -0.047784999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031090775262861055 0.001007044876707009 -0.00042313468243031785 leaf_weight=115.93653979245573 26.086246810853481 172.59530298807658 leaf_count=847 135 1880 internal_value=0 -0.000128184 internal_weight=0 288.532 internal_count=2862 2727 is_linear=0 shrinkage=0.00143018 Tree=1985 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=17.6567 18.8206 9.88882 threshold=0.10437000000000002 -0.11516999999999998 0.14280500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013298498889138561 6.1520339184024462e-05 -0.00011398914274137694 0.00034556762298294715 leaf_weight=46.819258135743439 88.396013816818595 178.525774307549 17.671453049406409 leaf_count=219 522 1991 130 internal_value=0 -6.26692e-05 0.000108898 internal_weight=0 225.345 106.067 internal_count=2862 2210 652 is_linear=0 shrinkage=0.00034677 Tree=1986 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=18.9157 17.2122 11.0656 threshold=0.10437000000000002 -0.11516999999999998 0.14280500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7515551989751574e-05 2.7510155101688301e-05 -0.00014822715889803683 0.00033817153639006953 leaf_weight=46.465897753834724 85.050928015261889 187.38930119108409 16.436871260404587 leaf_count=219 522 1991 130 internal_value=0 -0.000101383 7.78787e-05 internal_weight=0 233.855 101.488 internal_count=2862 2210 652 is_linear=0 shrinkage=0.00034677 Tree=1987 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=18.6617 18.6869 10.2968 threshold=0.10437000000000002 -0.11516999999999998 0.14280500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012935603967417127 6.1819966005658656e-05 -0.00011565302807488627 0.00034882952646571606 leaf_weight=47.146560478024185 89.036723382771015 181.42314282804728 18.068424886092544 leaf_count=219 522 1991 130 internal_value=0 -6.5109e-05 0.000110291 internal_weight=0 228.57 107.105 internal_count=2862 2210 652 is_linear=0 shrinkage=0.00034677 Tree=1988 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=23.9336 23.4072 15.719 threshold=0.088260000000000019 -0.017269999999999997 -0.46195999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016496818434302387 -0.00020558991785864426 0.00021329228230614571 8.9934646507017392e-05 leaf_weight=112.28221955616027 19.633103404194117 18.829341724514961 183.97740871459246 leaf_count=1283 135 109 1336 internal_value=0 -0.000110622 6.14221e-05 internal_weight=0 131.112 203.611 internal_count=2863 1392 1471 is_linear=0 shrinkage=0.00031408 Tree=1989 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=22.374 22.4272 16.3879 threshold=0.088260000000000019 -0.017269999999999997 -0.46195999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016381315877024702 -0.00021824122810398458 0.00021348651962849598 8.9678379763718781e-05 leaf_weight=112.31546317879111 19.608898084610701 18.870721375569701 184.38614221150056 leaf_count=1283 135 109 1336 internal_value=0 -0.000109517 6.00621e-05 internal_weight=0 131.186 203.995 internal_count=2863 1392 1471 is_linear=0 shrinkage=0.000320362 Tree=1990 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=21.7918 21.2461 16.2438 threshold=0.088260000000000019 -0.017269999999999997 0.086645000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016216902095902026 1.5613203679592975e-05 0.00021022744252810656 0.00024943819779729232 leaf_weight=110.87290197936818 163.15143046760932 18.304469659924507 37.48253714106977 leaf_count=1283 1290 109 181 internal_value=0 -0.000109377 5.93161e-05 internal_weight=0 129.177 200.634 internal_count=2863 1392 1471 is_linear=0 shrinkage=0.000320362 Tree=1991 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=20.528 19.745 15.8779 threshold=0.088260000000000019 -0.017269999999999997 0.08184000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00090421264321873353 0.00047748325856761378 0.0011797237068428012 -0.0015502801496239138 leaf_weight=106.46202927990817 179.73723659943789 17.385728652589023 13.651664105243979 leaf_count=1283 1360 109 111 internal_value=0 -0.000611533 0.000334201 internal_weight=0 123.848 193.389 internal_count=2863 1392 1471 is_linear=0 shrinkage=0.00181381 Tree=1992 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=18.7785 20.5077 17.777 threshold=1.0000000180025095e-35 -0.15653499999999998 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00187099538538673 0.00012879765003569237 -0.00068197732097319784 0.0018134507591088236 leaf_weight=7.1635419204831114 195.63262513186783 98.946849566185847 14.285538008436559 leaf_count=14 1300 1438 104 internal_value=0 -0.00050932 0.000243598 internal_weight=0 106.11 209.918 internal_count=2856 1452 1404 is_linear=0 shrinkage=0.00145878 Tree=1993 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=22.4244 22.3354 18.2601 threshold=1.0000000180025095e-35 -0.10028499999999999 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016638796446510835 0.00010930550748366291 -0.00021695141526420185 -0.00015571466229758404 leaf_weight=24.324190685525537 180.8798947064206 86.916101771872491 39.638644075021148 leaf_count=80 1108 1372 296 internal_value=0 -0.000133115 6.16583e-05 internal_weight=0 111.24 220.519 internal_count=2856 1452 1404 is_linear=0 shrinkage=0.000353706 Tree=1994 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=18.0845 19.8847 17.1931 threshold=1.0000000180025095e-35 -0.10028499999999999 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075462302580673723 -0.0011518034432805341 -0.00094976364187534254 0.00042409989933993547 leaf_weight=23.850042199715972 20.712015654891729 81.757548477733508 189.27979833539575 leaf_count=80 162 1372 1242 internal_value=0 -0.000564784 0.000268574 internal_weight=0 105.608 209.992 internal_count=2856 1452 1404 is_linear=0 shrinkage=0.00164282 Tree=1995 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=17.3758 19.5422 17.051 threshold=1.0000000180025095e-35 -0.15653499999999998 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018395015631807795 0.00012113244114460842 -0.00066355348263833283 0.0017738904534899665 leaf_weight=7.1026989072561255 195.46099298726767 97.775240806629881 14.233296396210788 leaf_count=14 1300 1438 104 internal_value=0 -0.000493734 0.000233467 internal_weight=0 104.878 209.694 internal_count=2856 1452 1404 is_linear=0 shrinkage=0.00145878 Tree=1996 num_leaves=4 num_cat=0 split_feature=1 50 47 split_gain=16.8961 16.3114 8.34344 threshold=0.10364000000000002 0.088495000000000004 0.11603500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6738441380215178e-05 0.00076235059944757899 -0.0014713500747145479 -0.00037703279707867402 leaf_weight=190.34950963407755 82.832911943085492 20.811619746964425 18.01272607780993 leaf_count=1814 553 432 94 internal_value=0 -0.00019628 0.000558805 internal_weight=0 211.161 100.846 internal_count=2893 2246 647 is_linear=0 shrinkage=0.00151772 Tree=1997 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=21.4537 15.4374 8.49328 threshold=0.10364000000000002 -0.11327499999999999 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011895442042172036 8.9494419265222808e-05 -9.1361910459704124e-05 0.00035262722148165875 leaf_weight=44.845826962031424 93.993547786027193 177.65087022213265 14.522653730586169 leaf_count=219 550 2027 97 internal_value=0 -4.89646e-05 0.000124765 internal_weight=0 222.497 108.516 internal_count=2893 2246 647 is_linear=0 shrinkage=0.000320362 Tree=1998 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=16.295 15.9771 8.24186 threshold=0.10364000000000002 -0.51412499999999983 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013376501347927517 0.00034528138718864016 -0.00026928634166274224 0.0015145132512071084 leaf_weight=12.404132364317773 87.423781528137624 198.61610429384746 13.084056325256823 leaf_count=56 550 2190 97 internal_value=0 -0.000174715 0.00049775 internal_weight=0 211.02 100.508 internal_count=2893 2246 647 is_linear=0 shrinkage=0.00137464 Tree=1999 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=19.7975 16.972 8.12 threshold=0.10364000000000002 -0.11327499999999999 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013441208796414163 9.1194764105920621e-05 -9.2055937744375937e-05 0.00036056065853724503 leaf_weight=44.30507208686322 91.308780016377568 174.22268014075235 13.734960051253436 leaf_count=219 550 2027 97 internal_value=0 -4.61333e-05 0.000126475 internal_weight=0 218.528 105.044 internal_count=2893 2246 647 is_linear=0 shrinkage=0.000326769 Tree=2000 num_leaves=4 num_cat=0 split_feature=403 3 456 split_gain=14.795 14.1434 13.5106 threshold=-1.0000000180025095e-35 -0.097454999999999986 0.087055000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006988172675182516 0.00028604180460471744 -0.0015809128378812302 -0.0012764677441490422 leaf_weight=10.289197348058222 257.51727900072001 25.565345718059689 15.835990136954932 leaf_count=78 1984 617 164 internal_value=0 -0.000926674 0.000195439 internal_weight=0 35.8545 273.353 internal_count=2843 695 2148 is_linear=0 shrinkage=0.00164282 Tree=2001 num_leaves=4 num_cat=0 split_feature=403 3 123 split_gain=16.1911 13.9887 13.0653 threshold=-1.0000000180025095e-35 -0.097454999999999986 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012085867168349883 1.0395671634893363e-05 -0.00029619360303410262 0.00020787614363437725 leaf_weight=10.595643073320387 247.4944843321573 27.105119695421308 36.423985293135047 leaf_count=78 1911 617 237 internal_value=0 -0.000178981 3.57428e-05 internal_weight=0 37.7008 283.918 internal_count=2843 695 2148 is_linear=0 shrinkage=0.000307922 Tree=2002 num_leaves=4 num_cat=0 split_feature=403 157 456 split_gain=14.288 14.3381 12.9038 threshold=-1.0000000180025095e-35 -0.08107499999999998 0.087055000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019539721401116952 0.00024331163495283533 -0.0010974660061791068 -0.0010859247766001605 leaf_weight=3.475456152111291 257.66944466135465 32.028011293616146 15.838546579238026 leaf_count=21 1984 674 164 internal_value=0 -0.000797869 0.000166267 internal_weight=0 35.5035 273.508 internal_count=2843 695 2148 is_linear=0 shrinkage=0.00143018 Tree=2003 num_leaves=4 num_cat=0 split_feature=123 130 1 split_gain=15.868 17.5215 4.76908 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9925924775304936e-06 2.7173309678311534e-05 -0.0003961108776592655 0.00030690632644133915 leaf_weight=270.86569164739922 10.624225877225397 14.403387170284985 27.024946441873908 leaf_count=2261 33 338 211 internal_value=0 -1.6234e-05 0.000228022 internal_weight=0 285.269 37.6492 internal_count=2843 2599 244 is_linear=0 shrinkage=0.000353706 Tree=2004 num_leaves=4 num_cat=0 split_feature=133 123 0 split_gain=14.7147 16.4769 0.770995 threshold=-0.38664499999999996 1.0000000180025095e-35 -0.099244999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005406352363586549 -1.2476979475872539e-05 0.00022515012751106174 -0.00033407736399992044 leaf_weight=4.0574662396684289 276.17713901912794 38.398296855390072 4.6286695632152242 leaf_count=42 2433 235 114 internal_value=0 1.65406e-05 -0.000431539 internal_weight=0 314.575 8.68614 internal_count=2824 2668 156 is_linear=0 shrinkage=0.000339971 Tree=2005 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=14.1791 14.0797 0.788882 threshold=-0.38664499999999996 0.081380000000000022 -0.088249999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025423572963408324 -3.0593471206342496e-05 0.0011069916493580494 -0.001553919059341801 leaf_weight=3.5471830712631345 272.61626803735271 28.812304899096489 4.5985420052893442 leaf_count=42 2513 155 114 internal_value=0 7.82068e-05 -0.00198929 internal_weight=0 301.429 8.14573 internal_count=2824 2668 156 is_linear=0 shrinkage=0.00154807 Tree=2006 num_leaves=4 num_cat=0 split_feature=133 123 0 split_gain=14.0178 15.8896 0.746907 threshold=-0.38664499999999996 1.0000000180025095e-35 -0.099244999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052459683572052447 -1.2027666796216595e-05 0.00021674520418432522 -0.00032318593708900473 leaf_weight=3.9431123360991478 281.49212061660364 38.299719080328941 4.5741943558678013 leaf_count=42 2433 235 114 internal_value=0 1.53825e-05 -0.000417394 internal_weight=0 319.792 8.51731 internal_count=2824 2668 156 is_linear=0 shrinkage=0.000333305 Tree=2007 num_leaves=4 num_cat=0 split_feature=133 123 0 split_gain=13.9354 16.1341 0.742985 threshold=-0.38664499999999996 1.0000000180025095e-35 -0.099244999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060305722610084957 -1.5002943963650866e-05 0.00025024941589526031 -0.00037162531361700172 leaf_weight=3.9358957558870316 280.05246930941939 38.178809624165297 4.5290718837641162 leaf_count=42 2433 235 114 internal_value=0 1.6833e-05 -0.000480347 internal_weight=0 318.231 8.46497 internal_count=2824 2668 156 is_linear=0 shrinkage=0.000382862 Tree=2008 num_leaves=4 num_cat=0 split_feature=0 1 4 split_gain=15.6955 19.2951 16.0818 threshold=-0.00189 0.085880000000000026 -0.48515499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015641366112474758 -8.9955834461774854e-05 3.9456434168122647e-05 0.00031331530914428769 leaf_weight=105.80692212004215 19.728199984878302 171.61871127504855 36.975478760898113 leaf_count=1505 135 1080 160 internal_value=0 -3.52518e-05 0.000173027 internal_weight=0 277.426 56.7037 internal_count=2880 2585 295 is_linear=0 shrinkage=0.00036078 Tree=2009 num_leaves=4 num_cat=0 split_feature=1456 0 483 split_gain=15.8532 15.3879 0.104554 threshold=-1.0000000180025095e-35 -0.00189 -0.084544999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030936810099372973 -2.0083011334820341e-05 0.00017339065822108738 -0.00038329892820152 leaf_weight=3.5522892056033006 266.28852042416111 55.102551707997918 9.3504453613422793 leaf_count=71 2339 279 191 internal_value=0 1.30964e-05 -0.000363432 internal_weight=0 321.391 12.9027 internal_count=2880 2618 262 is_linear=0 shrinkage=0.000333305 Tree=2010 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=15.9362 19.2395 5.34735 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.064554999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014523280053699368 0.00026406722560581429 -6.5520645664023179e-05 -5.1448110431416584e-06 leaf_weight=54.590040191076696 28.384503480046988 239.08385779894888 10.324018295854328 leaf_count=322 174 2311 73 internal_value=0 -2.63375e-05 0.000192298 internal_weight=0 293.674 38.7085 internal_count=2880 2633 247 is_linear=0 shrinkage=0.000320362 Tree=2011 num_leaves=4 num_cat=0 split_feature=123 13 124 split_gain=16.618 19.5052 4.90299 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.073304999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014083387686090147 0.00026293296520320947 -6.560816509113217e-05 2.0060550772739734e-05 leaf_weight=55.386650359258056 27.397818300873041 243.84029346564785 11.702711034566162 leaf_count=322 166 2311 81 internal_value=0 -2.73894e-05 0.000190287 internal_weight=0 299.227 39.1005 internal_count=2880 2633 247 is_linear=0 shrinkage=0.00031408 Tree=2012 num_leaves=4 num_cat=0 split_feature=43 453 133 split_gain=14.4224 15.1608 2.08783 threshold=0.25734000000000007 0.086795000000000011 -0.40221999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015388432090748447 -0.002301927515337302 -0.002153547875166412 -0.00091170529484631182 leaf_weight=290.98882689140737 7.1457589718047529 7.8744584200903764 4.9815023858100158 leaf_count=2648 131 53 45 internal_value=0 9.29544e-05 -0.0017332 internal_weight=0 298.863 12.1273 internal_count=2877 2701 176 is_linear=0 shrinkage=0.00164282 Tree=2013 num_leaves=4 num_cat=0 split_feature=43 453 133 split_gain=13.943 14.4439 2.11294 threshold=0.25734000000000007 0.086795000000000011 -0.40221999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017278559591746881 -0.0026374175263578228 -0.0024099463751602289 -0.0010243562652810271 leaf_weight=291.01328741991892 7.0050612497143447 7.9018313353881231 4.9791231695562583 leaf_count=2648 131 53 45 internal_value=0 0.000104361 -0.00196993 internal_weight=0 298.915 11.9842 internal_count=2877 2701 176 is_linear=0 shrinkage=0.00188709 Tree=2014 num_leaves=4 num_cat=0 split_feature=1212 43 4 split_gain=13.536 13.9397 0.0373579 threshold=-1.0000000180025095e-35 0.25734000000000007 -0.064209999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001432372135791141 0.00012620685967256587 -0.0013914501330762189 -0.0016495777376168887 leaf_weight=6.3653255715034902 289.29713334422559 11.407320074038578 3.7404662547633034 leaf_count=160 2508 161 48 internal_value=0 6.85494e-05 -0.00151573 internal_weight=0 300.704 10.1058 internal_count=2877 2669 208 is_linear=0 shrinkage=0.00134769 Tree=2015 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=16.4495 17.8266 15.9203 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001389472483099044 0.00018519318475003724 -0.0001012375367122629 -8.3774436209258589e-05 leaf_weight=43.239789308980107 81.539676265791059 166.29964204970747 34.899549162015319 leaf_count=205 532 1948 192 internal_value=0 -5.16657e-05 0.000104577 internal_weight=0 209.539 116.439 internal_count=2877 2153 724 is_linear=0 shrinkage=0.000333305 Tree=2016 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=13.8909 15.2851 9.89987 threshold=-1.0000000180025095e-35 -0.08403999999999999 -0.12032499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024162457094360431 -0.00033174487233316238 5.1999399033475921e-05 -0.00043322328521032513 leaf_weight=4.1255017761141088 16.731305308640003 287.99203371931799 16.640091302804649 leaf_count=22 333 2070 394 internal_value=0 3.09099e-05 -0.000299052 internal_weight=0 304.723 20.7656 internal_count=2819 2403 416 is_linear=0 shrinkage=0.00039052 Tree=2017 num_leaves=3 num_cat=0 split_feature=1186 13 split_gain=12.4642 13.8417 threshold=0.083980000000000013 -0.094744999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0006278014798890251 0.0015123224625666703 -0.00020688945878972581 leaf_weight=62.861161135602742 13.6527081169188 233.40025046700612 leaf_count=382 84 2353 internal_value=0 -2.97545e-05 internal_weight=0 296.261 internal_count=2819 2735 is_linear=0 shrinkage=0.00157903 Tree=2018 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=12.4112 14.2095 9.73911 threshold=-1.0000000180025095e-35 0.07955000000000001 -0.12032499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00094430066036281556 1.4451515048361183e-05 0.0012176210352553758 -0.0016487157628134626 leaf_weight=4.0298553351312902 266.53495756653138 23.642596526071429 15.483414082322268 leaf_count=22 2224 179 394 internal_value=0 0.000112555 -0.00111281 internal_weight=0 290.178 19.5133 internal_count=2819 2403 416 is_linear=0 shrinkage=0.00148796 Tree=2019 num_leaves=4 num_cat=0 split_feature=42 133 52 split_gain=12.3821 13.2507 1.62881 threshold=-0.11244999999999998 0.18829500000000002 -0.077344999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060130618547604893 0.00013966941732295655 -0.0012938596104650757 -0.0015368050175807828 leaf_weight=5.0342770284041753 284.7704798898194 11.227648619096724 8.3695719817187619 leaf_count=49 2383 267 120 internal_value=0 8.52136e-05 -0.0011868 internal_weight=0 295.998 13.4038 internal_count=2819 2650 169 is_linear=0 shrinkage=0.00129536 Tree=2020 num_leaves=3 num_cat=0 split_feature=1375 1456 split_gain=14.9941 16.3884 threshold=0.085270000000000012 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1916469659850403e-05 -0.00035363680623352477 -0.00030588771810656664 leaf_weight=309.81579329585657 10.206916678696869 13.646668029017745 leaf_count=2563 69 245 internal_value=0 1.76475e-05 internal_weight=0 323.462 internal_count=2877 2808 is_linear=0 shrinkage=0.000301884 Tree=2021 num_leaves=3 num_cat=0 split_feature=1375 1456 split_gain=16.0034 15.331 threshold=0.085270000000000012 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001511882512061242 -0.001767764319686784 -0.0014465867694308894 leaf_weight=293.74363295035437 9.8294853009283525 12.800404822453855 leaf_count=2563 69 245 internal_value=0 8.43838e-05 internal_weight=0 306.544 internal_count=2877 2808 is_linear=0 shrinkage=0.00143018 Tree=2022 num_leaves=4 num_cat=0 split_feature=4 1374 160 split_gain=14.9781 16.1196 0.0202688 threshold=0.51014500000000018 0.090240000000000015 -0.076109999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4287278694163807e-06 0.0003934672416226488 -0.00050883118553492505 0.00035442069667225795 leaf_weight=309.37532855942845 7.4172376748174429 8.5295347012579423 6.8158666063100082 leaf_count=2680 71 55 71 internal_value=0 -1.03452e-05 0.000375269 internal_weight=0 317.905 14.2331 internal_count=2877 2735 142 is_linear=0 shrinkage=0.000367995 Tree=2023 num_leaves=4 num_cat=0 split_feature=4 1374 160 split_gain=13.3324 17.1386 0.0245494 threshold=0.51014500000000018 0.090240000000000015 -0.07656499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0663865488371985e-05 0.0014105558856054631 -0.001906665375864407 0.0012564573842327017 leaf_weight=295.34340733615682 6.6041984613984823 8.2613029628992063 6.3244602214544994 leaf_count=2680 69 55 73 internal_value=0 -3.18967e-05 0.00133714 internal_weight=0 303.605 12.9287 internal_count=2877 2735 142 is_linear=0 shrinkage=0.00132126 Tree=2024 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=15.0465 16.0413 threshold=0.073890000000000011 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004535138058576959 -0.0018301816715885211 0.00032407093305251381 leaf_weight=100.24490382825024 10.875328519381581 194.39895378239453 leaf_count=1411 108 1306 internal_value=0 5.95057e-05 internal_weight=0 294.644 internal_count=2825 2717 is_linear=0 shrinkage=0.00157903 Tree=2025 num_leaves=4 num_cat=0 split_feature=4 14 0 split_gain=15.4365 14.1556 13.9205 threshold=0.28937500000000005 0.073890000000000011 -0.23379499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7825908975424965e-05 -0.0001908300128764806 -0.00044531065674639211 0.00030349928139032683 leaf_weight=262.00211083702743 9.4469752013683301 10.46712017059326 34.265491362661123 leaf_count=2403 41 104 277 internal_value=0 -3.42781e-05 0.00019663 internal_weight=0 272.469 43.7125 internal_count=2825 2507 318 is_linear=0 shrinkage=0.00036078 Tree=2026 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=14.5101 15.4172 threshold=0.073890000000000011 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00050176860731435124 -0.0020344073737365033 0.00035740472196294095 leaf_weight=100.01278372225352 10.767644963227211 194.35164733231068 leaf_count=1411 108 1306 internal_value=0 6.54798e-05 internal_weight=0 294.364 internal_count=2825 2717 is_linear=0 shrinkage=0.00177825 Tree=2027 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=14.0067 14.7631 threshold=0.073890000000000011 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041993606283002426 -0.0017147113594378994 0.00029846041434872391 leaf_weight=99.710156885907054 10.660412596538661 194.18418418895453 leaf_count=1411 108 1306 internal_value=0 5.47171e-05 internal_weight=0 293.894 internal_count=2825 2717 is_linear=0 shrinkage=0.00151772 Tree=2028 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=15.3191 22.7226 19.7941 threshold=0.14953500000000003 -0.1171 0.092335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032737451734769367 -0.00023522024686815872 0.0014443865956047892 0.00077487144266262357 leaf_weight=198.03271255386062 32.637126732617617 36.069193370640278 42.00910587515682 leaf_count=2137 185 264 266 internal_value=0 0.00064669 -0.000134427 internal_weight=0 68.7063 240.042 internal_count=2852 449 2403 is_linear=0 shrinkage=0.00145878 Tree=2029 num_leaves=4 num_cat=0 split_feature=4 0 48 split_gain=14.6913 21.9441 19.0927 threshold=0.14953500000000003 -0.1171 0.014805 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045694163676497808 -0.00023892723016481852 0.0014810536300558653 0.0004362119208151284 leaf_weight=153.83178466348909 32.679041257128119 35.780063633807003 85.901207246817648 leaf_count=1891 185 264 512 internal_value=0 0.000660181 -0.000136897 internal_weight=0 68.4591 239.733 internal_count=2852 449 2403 is_linear=0 shrinkage=0.00151772 Tree=2030 num_leaves=4 num_cat=0 split_feature=4 48 48 split_gain=17.8892 22.1582 17.9305 threshold=0.14953500000000003 0.014805 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012376191342352238 0.00026424671406906851 0.00011201696643766252 -0.00023125004516481686 leaf_weight=163.53105660737492 59.820962933823466 90.88146931771189 13.02210260927677 leaf_count=1891 389 512 60 internal_value=0 -3.95347e-05 0.00017563 internal_weight=0 254.413 72.8431 internal_count=2852 2403 449 is_linear=0 shrinkage=0.000382862 Tree=2031 num_leaves=4 num_cat=0 split_feature=4 48 0 split_gain=16.9897 21.7612 19.3956 threshold=0.14953500000000003 0.014805 -0.1171 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011197157649199103 -3.2611952613037542e-05 0.00010461182488418633 0.00033386160622330839 leaf_weight=162.38089448516257 34.420412307605147 90.29729169793427 38.003775611519814 leaf_count=1891 185 512 264 internal_value=0 -3.45711e-05 0.000159728 internal_weight=0 252.678 72.4242 internal_count=2852 2403 449 is_linear=0 shrinkage=0.000353706 Tree=2032 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=14.2032 15.226 threshold=0.09309000000000002 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011416728343237797 -0.0024084034456036078 0.00089591726340830155 leaf_weight=230.5924443542026 8.1164867524057609 69.03979136608541 leaf_count=2386 46 357 internal_value=0 0.000118614 internal_weight=0 299.632 internal_count=2789 2743 is_linear=0 shrinkage=0.00188709 Tree=2033 num_leaves=4 num_cat=0 split_feature=123 4 1 split_gain=15.2905 19.162 7.02422 threshold=1.0000000180025095e-35 -0.49096999999999996 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040466394299807187 -8.7265534244991168e-06 1.5371072763466993e-06 0.00032245409221905435 leaf_weight=15.994648199528454 12.083360627293585 269.70287158107385 26.852189594879746 leaf_count=129 40 2417 203 internal_value=0 -2.12294e-05 0.000219721 internal_weight=0 285.698 38.9356 internal_count=2789 2546 243 is_linear=0 shrinkage=0.00036078 Tree=2034 num_leaves=4 num_cat=0 split_feature=123 4 1 split_gain=16.3919 17.5856 8.00199 threshold=1.0000000180025095e-35 -0.49096999999999996 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004140158310254854 -4.5152422045833636e-05 -3.6888476728177527e-05 0.00030751055320124587 leaf_weight=16.39117469266057 11.9283473752439 269.85162172140554 24.705586541444063 leaf_count=129 40 2417 203 internal_value=0 -5.85102e-05 0.000192717 internal_weight=0 286.243 36.6339 internal_count=2789 2546 243 is_linear=0 shrinkage=0.000353706 Tree=2035 num_leaves=4 num_cat=0 split_feature=123 4 133 split_gain=15.6718 18.8834 5.985 threshold=1.0000000180025095e-35 -0.49096999999999996 0.085845000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003823505929028594 8.6665300607124355e-05 4.6030710357468353e-07 0.00035399011702701242 leaf_weight=15.751935701817272 21.189472790807486 267.63458031113259 17.827724211849272 leaf_count=129 124 2417 119 internal_value=0 -2.08424e-05 0.000208925 internal_weight=0 283.387 39.0172 internal_count=2789 2546 243 is_linear=0 shrinkage=0.000339971 Tree=2036 num_leaves=4 num_cat=0 split_feature=484 38 150 split_gain=18.1149 16.18 3.89402 threshold=-0.0048899999999999994 0.086545000000000011 0.075065000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001448343598841608 0.00016990414653155058 -0.0020190908122406483 0.00012747553053801271 leaf_weight=21.568129873368893 272.31958686024882 7.6679906174540511 4.1337911523878565 leaf_count=419 2355 53 25 internal_value=0 0.000109821 -0.00119499 internal_weight=0 279.988 25.7019 internal_count=2852 2408 444 is_linear=0 shrinkage=0.00148796 Tree=2037 num_leaves=4 num_cat=0 split_feature=484 403 12 split_gain=17.8339 14.8659 5.2588 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013551346682844095 -0.00018310553573470332 5.6373283273604176e-05 -0.0003453969964963256 leaf_weight=3.3817861508578089 38.912045239005238 253.00416121841408 23.195721871685237 leaf_count=20 658 1750 424 internal_value=0 2.44412e-05 -0.000284151 internal_weight=0 291.916 26.5775 internal_count=2852 2408 444 is_linear=0 shrinkage=0.00036078 Tree=2038 num_leaves=4 num_cat=0 split_feature=484 38 1 split_gain=17.4715 15.3566 4.00288 threshold=-0.0048899999999999994 0.086545000000000011 0.10495000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018743610863392783 0.00018309672009302473 -0.0021637773849401153 -0.00055965882975257783 leaf_weight=14.370443565305324 272.5485868526157 7.7194413356482974 11.089579250663517 leaf_count=376 2355 53 68 internal_value=0 0.000118314 -0.00130257 internal_weight=0 280.268 25.46 internal_count=2852 2408 444 is_linear=0 shrinkage=0.00164282 Tree=2039 num_leaves=4 num_cat=0 split_feature=484 403 12 split_gain=17.9904 15.2172 5.42289 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012943892140251199 -0.00016898814710236156 5.2712213682582993e-05 -0.00031843552644461348 leaf_weight=3.4323077825829413 39.685050351545215 257.16273426869884 23.505226501729339 leaf_count=20 658 1750 424 internal_value=0 2.30645e-05 -0.000261317 internal_weight=0 296.848 26.9375 internal_count=2852 2408 444 is_linear=0 shrinkage=0.000333305 Tree=2040 num_leaves=4 num_cat=0 split_feature=15 42 130 split_gain=16.4375 17.377 12.5686 threshold=0.085260000000000016 -1.0000000180025095e-35 -0.08075499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017705418952579629 0.00031106824206319724 7.2252198024651011e-05 -0.00024250237450534239 leaf_weight=43.159601739607751 5.970502007752656 231.48262761253864 49.272771500516683 leaf_count=483 42 1526 831 internal_value=0 3.30645e-05 -0.000182588 internal_weight=0 274.642 55.2433 internal_count=2882 2009 873 is_linear=0 shrinkage=0.00036078 Tree=2041 num_leaves=4 num_cat=0 split_feature=15 42 4 split_gain=15.299 15.7535 13.0048 threshold=0.088470000000000007 -1.0000000180025095e-35 0.14953500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062603370076590528 -0.0011189405831843983 0.00026279754293499151 0.00075826342076431999 leaf_weight=45.207599327201024 35.900873893406242 225.82405164977536 8.6393638476729375 leaf_count=595 623 1627 37 internal_value=0 0.000114508 -0.000754655 internal_weight=0 271.032 44.5402 internal_count=2882 2222 660 is_linear=0 shrinkage=0.00137464 Tree=2042 num_leaves=4 num_cat=0 split_feature=15 42 130 split_gain=17.3767 16.3793 12.5448 threshold=0.085260000000000016 -1.0000000180025095e-35 -0.08075499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017212791267481571 0.00031053074278472408 7.2088138748980924e-05 -0.00025025200186031379 leaf_weight=44.115221066400409 6.0345102194696656 236.3776025203988 50.361403247341514 leaf_count=483 42 1526 831 internal_value=0 3.36693e-05 -0.000190162 internal_weight=0 280.493 56.3959 internal_count=2882 2009 873 is_linear=0 shrinkage=0.000367995 Tree=2043 num_leaves=4 num_cat=0 split_feature=15 42 4 split_gain=14.7391 15.0953 12.5431 threshold=0.088470000000000007 -1.0000000180025095e-35 0.14953500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071889797656754528 -0.0012928355082625189 0.00030099584541995309 0.00086763332646382248 leaf_weight=45.149320398224518 35.645217541139573 226.02596271876246 8.6501820608973485 leaf_count=595 623 1627 37 internal_value=0 0.00013115 -0.000870738 internal_weight=0 271.175 44.2954 internal_count=2882 2222 660 is_linear=0 shrinkage=0.00161061 Tree=2044 num_leaves=4 num_cat=0 split_feature=484 15 160 split_gain=15.3622 13.0478 7.92479 threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.098104999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00077448476497160655 0.0012941125603727842 -5.9631854966206812e-05 -0.0016420818928571726 leaf_weight=4.1814834089018431 19.881834502331913 256.70120036881417 21.913327866233885 leaf_count=34 193 2146 424 internal_value=0 3.7763e-05 -0.00125456 internal_weight=0 276.583 26.0948 internal_count=2797 2339 458 is_linear=0 shrinkage=0.00161061 Tree=2045 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=17.3735 16.7805 15.6952 threshold=0.099250000000000019 0.12879500000000002 -0.070894999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019250757344202853 0.00012217704303126427 -0.00028851675914718804 3.9697505705855267e-05 leaf_weight=146.82568147871643 97.483411189168692 17.129532441496849 60.136539860162884 leaf_count=1690 655 77 375 internal_value=0 6.07588e-05 -0.000125039 internal_weight=0 114.613 206.962 internal_count=2797 732 2065 is_linear=0 shrinkage=0.000382862 Tree=2046 num_leaves=4 num_cat=0 split_feature=484 15 457 split_gain=14.8603 12.7291 9.22126 threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.094219999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001177403486289665 0.0013362157313746763 -6.4295257642088823e-05 -0.0016970179008174819 leaf_weight=3.6336072459816959 19.59418271202594 256.95972795924172 22.23382213851437 leaf_count=16 193 2146 442 internal_value=0 3.5018e-05 -0.00129268 internal_weight=0 276.554 25.8674 internal_count=2797 2339 458 is_linear=0 shrinkage=0.00167568 Tree=2047 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=17.0632 15.6498 threshold=-0.24921999999999997 0.099250000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027247231543676428 -0.00010623393668670049 7.1241062995928547e-05 leaf_weight=25.301009295508265 187.15366276586428 105.03169253468513 leaf_count=133 2038 626 internal_value=0 -4.24366e-05 internal_weight=0 292.185 internal_count=2797 2664 is_linear=0 shrinkage=0.000367995 Tree=2048 num_leaves=4 num_cat=0 split_feature=403 51 484 split_gain=17.2192 16.2109 10.2112 threshold=-1.0000000180025095e-35 -0.097504999999999981 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029671275568046181 -0.00019302926512501404 6.4728871891054453e-05 0.00017779358297411311 leaf_weight=31.170626916456968 33.126464738510549 255.58789537893608 6.5956986318342379 leaf_count=624 316 1852 46 internal_value=0 3.51434e-05 -0.000213795 internal_weight=0 288.714 37.7663 internal_count=2838 2168 670 is_linear=0 shrinkage=0.00034677 Tree=2049 num_leaves=4 num_cat=0 split_feature=42 1429 132 split_gain=16.5926 18.2133 14.8533 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081700000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025840145100823451 -0.00038983686003739998 5.7338169797470218e-05 0.00012463610243538105 leaf_weight=42.528110220097005 10.514419921673833 256.91058220760897 15.274570861831306 leaf_count=634 140 1930 134 internal_value=0 3.97299e-05 -0.000157175 internal_weight=0 267.425 57.8027 internal_count=2838 2070 768 is_linear=0 shrinkage=0.000333305 Tree=2050 num_leaves=4 num_cat=0 split_feature=42 1429 132 split_gain=15.8804 17.2325 14.1035 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081700000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030263143634386776 -0.0004319103249435575 2.2899818666000515e-05 9.878129932465072e-05 leaf_weight=45.072928720153868 11.303241927176712 256.42383100977167 15.233751174062489 leaf_count=634 140 1930 134 internal_value=0 3.66864e-06 -0.000201234 internal_weight=0 267.727 60.3067 internal_count=2838 2070 768 is_linear=0 shrinkage=0.00036078 Tree=2051 num_leaves=4 num_cat=0 split_feature=42 1429 132 split_gain=17.3798 18.7039 14.755 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081700000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025958037633521275 -0.00039103361988858268 5.9443920199202528e-05 0.00012181086397226908 leaf_weight=42.89163534110412 10.644555184990166 257.37032592948526 15.269242841750382 leaf_count=634 140 1930 134 internal_value=0 4.1526e-05 -0.000159445 internal_weight=0 268.015 58.1609 internal_count=2838 2070 768 is_linear=0 shrinkage=0.000333305 Tree=2052 num_leaves=4 num_cat=0 split_feature=403 52 0 split_gain=15.7888 14.8767 0.265234 threshold=-0.092224999999999988 -0.4290699999999999 -0.091829999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018348300824595806 -0.001340133380345874 0.00017716746841565568 -0.0013707164295665721 leaf_weight=4.005120199173688 14.430815853644161 284.43181203049608 9.4333922863006574 leaf_count=43 246 2277 290 internal_value=0 0.000103822 -0.00151144 internal_weight=0 298.863 13.4385 internal_count=2856 2523 333 is_linear=0 shrinkage=0.00145878 Tree=2053 num_leaves=4 num_cat=0 split_feature=403 52 0 split_gain=15.3389 14.4045 0.25922 threshold=-0.092224999999999988 -0.4290699999999999 -0.091829999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020981584280454356 -0.0015288586728360474 0.00019895696729207516 -0.0015661994928808281 leaf_weight=3.9338774653151622 14.207001621369271 284.41557023255154 9.2727322378195804 leaf_count=43 246 2277 290 internal_value=0 0.000116663 -0.00172746 internal_weight=0 298.623 13.2066 internal_count=2856 2523 333 is_linear=0 shrinkage=0.00167568 Tree=2054 num_leaves=4 num_cat=0 split_feature=403 52 52 split_gain=16.1096 15.0876 0.281784 threshold=-0.092224999999999988 -0.4290699999999999 0.094150000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035781949042407402 -0.00030010910153521736 3.8399358463410027e-05 -0.0002378194144215187 leaf_weight=11.321890167891977 14.73870775150135 297.04414027160965 2.7686638478189698 leaf_count=265 246 2277 68 internal_value=0 2.23799e-05 -0.000334594 internal_weight=0 311.783 14.0906 internal_count=2856 2523 333 is_linear=0 shrinkage=0.000326769 Tree=2055 num_leaves=4 num_cat=0 split_feature=403 52 52 split_gain=15.8234 15.2818 0.306961 threshold=-0.092224999999999988 -0.4290699999999999 0.094680000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040224076974432134 -0.00033858603943795153 4.246428221364692e-05 -0.0002597441469232719 leaf_weight=11.32169099152088 14.949352987110613 298.05315269669518 2.678911453112959 leaf_count=267 246 2277 66 internal_value=0 2.42453e-05 -0.000375366 internal_weight=0 313.003 14.0006 internal_count=2856 2523 333 is_linear=0 shrinkage=0.000367995 Tree=2056 num_leaves=4 num_cat=0 split_feature=1212 52 4 split_gain=13.3282 13.7787 0.032795 threshold=-1.0000000180025095e-35 -0.53320999999999985 -0.057539999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016073845287189869 -0.0016809199063560504 0.0001640932979533508 -0.0018504322872670469 leaf_weight=6.4627745049074292 9.6128566144034249 291.44034153735265 3.3198180170729739 leaf_count=169 170 2474 42 internal_value=0 0.000105078 -0.00169331 internal_weight=0 301.053 9.78259 internal_count=2855 2644 211 is_linear=0 shrinkage=0.00151772 Tree=2057 num_leaves=3 num_cat=0 split_feature=9 1365 split_gain=13.1257 12.3155 threshold=-0.016839999999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0016028401035400308 3.4046204151660358e-05 -0.0019419777485492956 leaf_weight=11.992949984036384 291.01899185613729 7.4321602247655383 leaf_count=101 2694 60 internal_value=0 -1.52827e-05 internal_weight=0 298.451 internal_count=2855 2754 is_linear=0 shrinkage=0.00151772 Tree=2058 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=14.0709 13.6187 threshold=-0.016839999999999997 -0.24242999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032592532064152784 0.0002075180922512084 -2.3242720879351654e-05 leaf_weight=12.759330476634203 26.470651587471366 286.63236165139824 leaf_count=101 138 2616 internal_value=0 -3.72206e-06 internal_weight=0 313.103 internal_count=2855 2754 is_linear=0 shrinkage=0.000307922 Tree=2059 num_leaves=4 num_cat=0 split_feature=1212 52 4 split_gain=12.9962 13.4197 0.0295988 threshold=-1.0000000180025095e-35 -0.53320999999999985 -0.057539999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00151278445152464 -0.0015806963874896887 0.00015032204135277297 -0.001736985825346088 leaf_weight=6.3429209380410612 9.4387376294471306 291.45878949109465 3.2637934871017915 leaf_count=169 170 2474 42 internal_value=0 9.59256e-05 -0.00159225 internal_weight=0 300.898 9.60671 internal_count=2855 2644 211 is_linear=0 shrinkage=0.00143018 Tree=2060 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=13.4729 16.445 threshold=-1.0000000180025095e-35 -0.017269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0017048350900204384 -3.9389302504950321e-05 0.00086218564758728893 leaf_weight=9.1601680004969221 245.3553536455147 54.777437674812973 leaf_count=125 2448 271 internal_value=0 0.000125202 internal_weight=0 300.133 internal_count=2844 2719 is_linear=0 shrinkage=0.00148796 Tree=2061 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=13.6978 19.1092 15.5905 threshold=-0.017269999999999997 -0.11367499999999998 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001009697247202242 -0.0001046071370497865 -0.00010233405326938604 0.00029512413831693659 leaf_weight=103.09577399026603 19.193990655243397 159.36420119088143 42.328834304586053 leaf_count=466 129 2060 189 internal_value=0 -2.24736e-05 0.000170422 internal_weight=0 262.46 61.5228 internal_count=2844 2526 318 is_linear=0 shrinkage=0.000367995 Tree=2062 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=13.0704 15.8206 threshold=-1.0000000180025095e-35 -0.017269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0016597202582911486 -3.811186780621035e-05 0.00082991730017879827 leaf_weight=9.0287496489472669 245.55718695279211 54.601637943647802 leaf_count=125 2448 271 internal_value=0 0.000119833 internal_weight=0 300.159 internal_count=2844 2719 is_linear=0 shrinkage=0.00145878 Tree=2063 num_leaves=4 num_cat=0 split_feature=403 52 484 split_gain=13.4535 16.8535 13.307 threshold=-1.0000000180025095e-35 -0.4290699999999999 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029485230177322578 -0.00035162187272671792 6.8106546884875969e-05 0.00027651594921735128 leaf_weight=32.803727144375443 14.780788737814872 267.17709598480724 7.2887305296026161 leaf_count=651 251 1895 47 internal_value=0 4.60812e-05 -0.000190896 internal_weight=0 281.958 40.0925 internal_count=2844 2146 698 is_linear=0 shrinkage=0.000382862 Tree=2064 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=16.4084 17.7521 10.1796 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006298991576630642 0.0014788737379908224 -0.00040616120488117674 -0.00042608514192930933 leaf_weight=53.616369116585702 26.355822348967195 214.34182040952146 10.039541209116576 leaf_count=343 196 2245 60 internal_value=0 -0.000198823 0.000953449 internal_weight=0 267.958 36.3954 internal_count=2844 2588 256 is_linear=0 shrinkage=0.00161061 Tree=2065 num_leaves=4 num_cat=0 split_feature=123 130 43 split_gain=19.6639 18.2304 10.0452 threshold=1.0000000180025095e-35 -0.076894999999999977 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027957628188815455 0.00034437229828470582 -7.5189506973959857e-05 -7.6425396421279023e-05 leaf_weight=21.209494376555085 28.437078393064439 258.16086407378316 10.515062332153319 leaf_count=120 196 2468 60 internal_value=0 -4.82388e-05 0.000230797 internal_weight=0 279.37 38.9521 internal_count=2844 2588 256 is_linear=0 shrinkage=0.000367995 Tree=2066 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=18.0766 19.2367 9.80334 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015294760074465827 0.00035332191826830376 -9.7691916519580102e-05 -8.2678094339031429e-05 leaf_weight=56.16049762442708 27.606938975863159 223.29764427850023 10.398435728624461 leaf_count=343 196 2245 60 internal_value=0 -4.73159e-05 0.000234049 internal_weight=0 279.458 38.0054 internal_count=2844 2588 256 is_linear=0 shrinkage=0.000382862 Tree=2067 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=17.8259 18.2632 10.0483 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013461505197451319 0.00031951347370435276 -8.6641014187777702e-05 -7.9885349303655524e-05 leaf_weight=56.039564630016685 27.67433291207999 224.59063634090126 10.417407365515826 leaf_count=343 196 2245 60 internal_value=0 -4.24518e-05 0.0002103 internal_weight=0 280.63 38.0917 internal_count=2844 2588 256 is_linear=0 shrinkage=0.00034677 Tree=2068 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=15.0352 20.5872 16.9931 threshold=-0.10106999999999998 -0.06945999999999998 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011992801648287557 -0.00080966974061916458 0.00020713462929079624 -0.00058684131387205601 leaf_weight=52.796985956840217 81.669145862106234 157.06424773554318 19.738681131973863 leaf_count=263 1514 912 145 internal_value=0 -0.000140744 0.000713207 internal_weight=0 238.733 72.5357 internal_count=2834 2426 408 is_linear=0 shrinkage=0.00164282 Tree=2069 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=14.6226 25.2103 15.8897 threshold=-0.10106999999999998 -0.06945999999999998 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025310563211158871 -0.00018900284224728178 5.2082503858434095e-05 -0.00011821441228175736 leaf_weight=54.232547046616673 86.254666264168918 163.34303092374466 20.719904355704784 leaf_count=263 1514 912 145 internal_value=0 -3.12386e-05 0.000150454 internal_weight=0 249.598 74.9525 internal_count=2834 2426 408 is_linear=0 shrinkage=0.00036078 Tree=2070 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=15.0181 15.002 threshold=-0.016839999999999997 -0.095244999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003656619465331466 0.0001123410599488461 -6.9495760342903057e-05 leaf_weight=10.282285485416649 59.671085606329143 257.21325377048925 leaf_count=92 337 2405 internal_value=0 -3.52502e-05 internal_weight=0 316.884 internal_count=2834 2742 is_linear=0 shrinkage=0.000326769 Tree=2071 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=14.6529 25.1616 15.616 threshold=-0.10106999999999998 -0.055119999999999995 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022511630607781582 -0.00015500320641185491 5.4248328130171858e-05 -0.00010284558221735863 leaf_weight=54.43532832711935 95.760569309350103 153.47248783707619 20.501150108873844 leaf_count=263 1635 791 145 internal_value=0 -2.61562e-05 0.000135389 internal_weight=0 249.233 74.9365 internal_count=2834 2426 408 is_linear=0 shrinkage=0.000320362 Tree=2072 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=15.6169 14.9219 threshold=-1.0000000180025095e-35 0.088495000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037685569006196362 -0.00012694465781732024 3.424213713781286e-05 leaf_weight=12.572151402011512 113.59577805036679 195.46978067443706 leaf_count=98 1302 1433 internal_value=0 -2.50056e-05 internal_weight=0 309.066 internal_count=2833 2735 is_linear=0 shrinkage=0.000353706 Tree=2073 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=15.9106 15.4107 threshold=-1.0000000180025095e-35 0.088495000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038547786939292073 -0.00013022234871519814 3.6331967805204319e-05 leaf_weight=12.781978089362381 114.36893069278449 196.55300762364641 leaf_count=98 1302 1433 internal_value=0 -2.49373e-05 internal_weight=0 310.922 internal_count=2833 2735 is_linear=0 shrinkage=0.00036078 Tree=2074 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=12.1912 12.7803 threshold=-1.0000000180025095e-35 -0.09812499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0017297568221817038 0.00060955319607791582 -0.00026708667631482758 leaf_weight=10.083418353460727 55.026766498573124 243.0883396230638 leaf_count=86 320 2427 internal_value=0 -0.000105246 internal_weight=0 298.115 internal_count=2833 2747 is_linear=0 shrinkage=0.00164282 Tree=2075 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=15.4593 15.5566 threshold=-1.0000000180025095e-35 -0.09812499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038345333711563805 0.00014493556335974653 -6.352465922822848e-05 leaf_weight=12.534365242347119 57.154512791894376 251.86044393503107 leaf_count=98 312 2423 internal_value=0 -2.49619e-05 internal_weight=0 309.015 internal_count=2833 2735 is_linear=0 shrinkage=0.00036078 Tree=2076 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=15.1244 23.8977 23.2465 threshold=-0.10646499999999999 0.077065000000000008 -0.069614999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077011825725387421 -0.00067037894008007597 -0.00087682965224090753 0.00030009708373673617 leaf_weight=90.299174075014889 106.83362086163834 22.495878539979458 95.687751473858953 leaf_count=417 1678 110 665 internal_value=0 0.000441558 -0.000211861 internal_weight=0 112.795 202.521 internal_count=2870 527 2343 is_linear=0 shrinkage=0.00143018 Tree=2077 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=18.7676 25.7443 21.5807 threshold=-0.10646499999999999 -0.069614999999999996 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016823963030390771 -0.00015005467763313157 6.3220543018119383e-05 -0.00016162336391442342 leaf_weight=94.62037665490061 114.39877970702946 101.04938006587327 23.452339326962829 leaf_count=417 1678 665 110 internal_value=0 -5.00277e-05 0.000102705 internal_weight=0 215.448 118.073 internal_count=2870 2343 527 is_linear=0 shrinkage=0.000307922 Tree=2078 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=14.5537 22.8362 22.5 threshold=-0.10646499999999999 0.077065000000000008 -0.076734999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077063522216676717 -0.00074891662976844884 -0.00086999080476445328 0.00022900373762203431 leaf_weight=90.089781740680337 91.222319257445633 22.561449702829123 110.93513791635633 leaf_count=417 1438 110 905 internal_value=0 0.000441964 -0.000212306 internal_weight=0 112.651 202.157 internal_count=2870 527 2343 is_linear=0 shrinkage=0.00145878 Tree=2079 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=16.4933 18.1285 14.5416 threshold=0.10100500000000003 -0.008624999999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016122435280484126 0.00018355715694228265 3.8730619223269486e-05 -8.4427072541012622e-05 leaf_weight=96.615723879309371 82.184713566675782 114.48757775453851 32.704879563301802 leaf_count=928 534 1229 179 internal_value=0 -5.27891e-05 0.00010727 internal_weight=0 211.103 114.89 internal_count=2870 2157 713 is_linear=0 shrinkage=0.000339971 Tree=2080 num_leaves=4 num_cat=0 split_feature=403 50 1 split_gain=15.4981 15.6566 0.453724 threshold=-0.092224999999999988 0.10124500000000002 0.093170000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039429848085754796 3.3194839127336363e-05 -0.00027348805130306049 -0.00023326117190009793 leaf_weight=12.126393598970024 298.8201134330593 23.341817983426154 2.9322212506085625 leaf_count=298 2228 320 39 internal_value=0 1.09596e-05 -0.000363276 internal_weight=0 322.162 15.0586 internal_count=2885 2548 337 is_linear=0 shrinkage=0.00036078 Tree=2081 num_leaves=4 num_cat=0 split_feature=403 50 0 split_gain=14.1686 15.2254 0.361365 threshold=-0.092224999999999988 0.10124500000000002 -0.076604999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017337529935702444 0.00014655454068127782 -0.0011720463122393168 -0.0012110743399456963 leaf_weight=8.3121609324589354 282.5018447698094 21.702584239887074 5.206155933905392 leaf_count=211 2228 320 126 internal_value=0 5.24151e-05 -0.00153445 internal_weight=0 304.204 13.5183 internal_count=2885 2548 337 is_linear=0 shrinkage=0.00151772 Tree=2082 num_leaves=4 num_cat=0 split_feature=403 50 0 split_gain=13.7732 14.6232 0.369028 threshold=-0.092224999999999988 0.10124500000000002 -0.076604999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017299142192648499 0.00014326871150334571 -0.0011524293979363184 -0.0011981712202549575 leaf_weight=8.1456759548746032 282.49979860614985 21.5786947470624 5.1450935797765842 leaf_count=211 2228 320 126 internal_value=0 5.12539e-05 -0.00152608 internal_weight=0 304.078 13.2908 internal_count=2885 2548 337 is_linear=0 shrinkage=0.00151772 Tree=2083 num_leaves=4 num_cat=0 split_feature=403 50 1 split_gain=13.3879 14.0429 0.377818 threshold=-0.092224999999999988 0.10124500000000002 0.093170000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017501472612256365 0.00014862899919174726 -0.0012023046432934851 -0.0010548874011562567 leaf_weight=10.410885442979632 282.49799415143207 21.458930482389405 2.6572765987366429 leaf_count=298 2228 320 39 internal_value=0 5.31855e-05 -0.00161052 internal_weight=0 303.957 13.0682 internal_count=2885 2548 337 is_linear=0 shrinkage=0.00161061 Tree=2084 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=19.9352 16.6354 3.69619 threshold=1.0000000180025095e-35 0.088495000000000004 0.08512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0529325470082374e-05 0.0001376048052786347 -0.00029564383055842466 0.00036340579214057126 leaf_weight=262.41453333664685 21.449131689965725 29.626873655244708 16.883967872709036 leaf_count=2132 129 493 108 internal_value=0 -3.94709e-05 0.000237191 internal_weight=0 292.041 38.3331 internal_count=2862 2625 237 is_linear=0 shrinkage=0.00036078 Tree=2085 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=18.9841 16.3851 3.62935 threshold=1.0000000180025095e-35 0.088495000000000004 0.08512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2548827962238893e-05 0.00013847618751448461 -0.00030949125585215279 0.00037430532197624516 leaf_weight=259.24227740382776 21.085134133696556 29.103463898878545 16.336049724370241 leaf_count=2132 129 493 108 internal_value=0 -4.25385e-05 0.000241565 internal_weight=0 288.346 37.4212 internal_count=2862 2625 237 is_linear=0 shrinkage=0.000375355 Tree=2086 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=18.6648 15.5306 3.66984 threshold=1.0000000180025095e-35 0.088495000000000004 0.08512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0388386892228286e-05 0.0001275858536398875 -0.0002809301551395667 0.00034702218656943828 leaf_weight=257.66023998102173 20.998125974088907 28.300950339529663 16.294114881195128 leaf_count=2132 129 493 108 internal_value=0 -3.71803e-05 0.000223593 internal_weight=0 285.961 37.2922 internal_count=2862 2625 237 is_linear=0 shrinkage=0.00034677 Tree=2087 num_leaves=4 num_cat=0 split_feature=123 50 133 split_gain=16.1551 15.063 3.78295 threshold=1.0000000180025095e-35 0.10124500000000002 0.08512500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7205604090476431e-05 0.00056296721897090764 -0.0016798978033862278 0.0016921758290171921 leaf_weight=256.68301491998136 19.951523991301656 18.094695276813582 15.34508667513728 leaf_count=2285 129 340 108 internal_value=0 -0.000173514 0.00105454 internal_weight=0 274.778 35.2966 internal_count=2862 2625 237 is_linear=0 shrinkage=0.0017092 Tree=2088 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=17.0872 23.44 12.709 threshold=0.091075000000000003 -0.07298499999999998 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016756260336406006 8.6716522068479621e-05 0.0001284901506280744 -0.00023834292556574043 leaf_weight=110.50602193456143 157.43666834104806 38.488816503435373 13.965268714819102 leaf_count=1342 1029 274 181 internal_value=0 -9.10787e-05 6.02081e-05 internal_weight=0 148.995 171.402 internal_count=2826 1616 1210 is_linear=0 shrinkage=0.000326769 Tree=2089 num_leaves=4 num_cat=0 split_feature=2 30 150 split_gain=16.446 15.5765 15.3602 threshold=0.091075000000000003 1.0000000180025095e-35 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012846203333077703 6.3155428739922363e-06 0.00039708609769048119 0.00026720373498175838 leaf_weight=141.7863282058388 132.28608600841835 8.0535290837287885 39.724126879125834 leaf_count=1534 1028 82 182 internal_value=0 -0.000100168 6.65882e-05 internal_weight=0 149.84 172.01 internal_count=2826 1616 1210 is_linear=0 shrinkage=0.000367995 Tree=2090 num_leaves=4 num_cat=0 split_feature=132 42 0 split_gain=14.0527 16.1751 10.4499 threshold=0.08018500000000002 -1.0000000180025095e-35 -0.077784999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012026244204350178 3.2497614526828191e-05 -9.4174865164043725e-06 0.0019161769459565209 leaf_weight=40.621199525427073 17.920267129316926 229.67756572063081 17.866959008388221 leaf_count=641 161 1904 120 internal_value=0 -0.000188808 0.000973455 internal_weight=0 270.299 35.7872 internal_count=2826 2545 281 is_linear=0 shrinkage=0.00174338 Tree=2091 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=13.6282 21.685 14.2203 threshold=0.091075000000000003 -0.07298499999999998 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084890266566640753 9.555219095113748e-06 0.00070622532875047812 0.0012289642869544621 leaf_weight=105.34380288072862 125.79035399667919 36.745167431421578 37.782233593985438 leaf_count=1342 1028 274 182 internal_value=0 -0.000446695 0.000291327 internal_weight=0 142.089 163.573 internal_count=2826 1616 1210 is_linear=0 shrinkage=0.00174338 Tree=2092 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=21.9472 21.0066 15.346 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014571355663375036 0.00020866186734658216 -0.00013719208382922349 -8.1697971961068136e-05 leaf_weight=45.522035077214241 83.809428623877466 161.91022404818796 34.904147334396839 leaf_count=205 534 1910 187 internal_value=0 -7.50993e-05 0.000123291 internal_weight=0 207.432 118.714 internal_count=2836 2115 721 is_linear=0 shrinkage=0.000367995 Tree=2093 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=18.3105 19.9678 15.1144 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074235737391362795 0.0010202097584879274 -0.0006609523700258739 -0.00045646538259415669 leaf_weight=44.611437605693936 79.704762756824493 156.08375789574347 33.763411995023489 leaf_count=205 534 1910 187 internal_value=0 -0.000348977 0.00058081 internal_weight=0 200.695 113.468 internal_count=2836 2115 721 is_linear=0 shrinkage=0.00185009 Tree=2094 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=17.5702 19.1271 14.5604 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057242680626886494 0.00079215963209781979 -0.00051104613226725176 -0.00035160648637592892 leaf_weight=44.595538108609617 79.130654546432197 155.60738240624778 33.786704372614622 leaf_count=205 534 1910 187 internal_value=0 -0.000269669 0.000449925 internal_weight=0 200.203 112.917 internal_count=2836 2115 721 is_linear=0 shrinkage=0.00145878 Tree=2095 num_leaves=4 num_cat=0 split_feature=402 457 2 split_gain=17.0644 16.5625 4.05422 threshold=0.086255000000000012 0.069705000000000003 0.099485000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9399121394276144e-05 -0.0004361046737736567 0.00021820607692984027 -3.3929039781179937e-05 leaf_weight=255.42072450811975 15.549275730736555 51.689307641237974 4.8136135428212574 leaf_count=2293 255 232 56 internal_value=0 2.0603e-05 -0.000341155 internal_weight=0 307.11 20.3629 internal_count=2836 2525 311 is_linear=0 shrinkage=0.000382862 Tree=2096 num_leaves=4 num_cat=0 split_feature=13 12 42 split_gain=14.0387 21.8081 10.6922 threshold=-0.095244999999999982 1.0000000180025095e-35 0.086385000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024039217497658698 7.3441884353839796e-05 -0.0001155032733028471 -6.2704201793528462e-05 leaf_weight=42.681831679306924 127.9892415329814 132.9778509431053 17.519853804260492 leaf_count=230 594 1897 136 internal_value=0 -2.2838e-05 0.000152193 internal_weight=0 260.967 60.2017 internal_count=2857 2491 366 is_linear=0 shrinkage=0.000326769 Tree=2097 num_leaves=3 num_cat=0 split_feature=482 403 split_gain=12.4226 13.1162 threshold=0.10022500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00090515410255361038 -0.0022060435236077032 0.0002338509745206672 leaf_weight=33.209072528174147 6.9198018992319694 265.73723510745913 leaf_count=682 98 2077 internal_value=0 0.000107273 internal_weight=0 298.946 internal_count=2857 2759 is_linear=0 shrinkage=0.0017092 Tree=2098 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=13.8494 12.9615 threshold=0.087785000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00080518979712657622 -0.0017196327736870181 0.00022490940653414391 leaf_weight=32.931322101969272 10.24032557941973 262.35722856642678 leaf_count=683 74 2100 internal_value=0 0.000109986 internal_weight=0 295.289 internal_count=2857 2783 is_linear=0 shrinkage=0.00154807 Tree=2099 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=13.2411 12.4425 threshold=0.087785000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00098510844588568141 -0.0020910011614045784 0.00027338416633088624 leaf_weight=32.719727096613497 10.236826322972773 262.34832131001167 leaf_count=683 74 2100 internal_value=0 0.000133777 internal_weight=0 295.068 internal_count=2857 2783 is_linear=0 shrinkage=0.00192483 Tree=2100 num_leaves=4 num_cat=0 split_feature=42 129 43 split_gain=18.6486 15.3082 3.74908 threshold=-0.11033999999999998 0.010690000000000002 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058997923487387526 1.0420702012476357e-05 0.00037187231438879769 -0.00020830510646798955 leaf_weight=6.643478574231267 299.54349052580073 15.394415352493523 6.2926816598046553 leaf_count=61 2558 118 103 internal_value=0 2.81102e-05 -0.000404898 internal_weight=0 314.938 12.9362 internal_count=2840 2676 164 is_linear=0 shrinkage=0.000353706 Tree=2101 num_leaves=4 num_cat=0 split_feature=42 129 43 split_gain=18.1153 15.5628 3.95686 threshold=-0.11033999999999998 0.010690000000000002 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060882767671212074 9.7078441233218892e-06 0.00038612608300406736 -0.00020483418205257043 leaf_weight=6.732458708807826 303.38674196228385 15.621910696849225 6.447219447931273 leaf_count=61 2558 118 103 internal_value=0 2.81631e-05 -0.000411785 internal_weight=0 319.009 13.1797 internal_count=2840 2676 164 is_linear=0 shrinkage=0.000367995 Tree=2102 num_leaves=4 num_cat=0 split_feature=42 129 43 split_gain=18.6145 15.3706 3.89914 threshold=-0.11033999999999998 0.010690000000000002 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061431372190995576 1.0247629646127438e-05 0.00038600090788958692 -0.00021180926194705837 leaf_weight=6.7136592287570238 300.74781536124647 15.483309331350027 6.3762336834333819 leaf_count=61 2558 118 103 internal_value=0 2.86675e-05 -0.000418843 internal_weight=0 316.231 13.0899 internal_count=2840 2676 164 is_linear=0 shrinkage=0.000367995 Tree=2103 num_leaves=4 num_cat=0 split_feature=42 129 43 split_gain=18.6356 14.7733 3.89706 threshold=-0.11033999999999998 0.010690000000000002 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057957240761463843 1.0042007751151359e-05 0.00035721440465220976 -0.00020024853840080878 leaf_weight=6.6989743430167437 302.3625075314194 15.475316246040164 6.3807623945176584 leaf_count=61 2558 118 103 internal_value=0 2.6966e-05 -0.000395086 internal_weight=0 317.838 13.0797 internal_count=2840 2676 164 is_linear=0 shrinkage=0.00034677 Tree=2104 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=18.5834 17.4318 9.72353 threshold=0.10384000000000002 -0.11367499999999998 0.13514000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6566728608469629e-05 0.00017229417643190064 -0.00012197376551531195 -8.6990491672822226e-05 leaf_weight=60.609281091950834 81.11738657951355 158.97118212562054 22.124652542173862 leaf_count=271 494 1937 152 internal_value=0 -6.16484e-05 0.000116724 internal_weight=0 219.58 103.242 internal_count=2854 2208 646 is_linear=0 shrinkage=0.00034677 Tree=2105 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=16.4325 22.3347 15.1642 threshold=-0.11367499999999998 -0.077784999999999979 0.084330000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025238893542798966 -0.00082955929447591143 0.00018373737495959016 0.0019622388028476623 leaf_weight=83.889591198414564 92.649238226236776 119.15406031068414 14.575297899544237 leaf_count=420 1401 988 45 internal_value=0 -0.000259544 0.000505821 internal_weight=0 211.803 98.4649 internal_count=2854 2389 465 is_linear=0 shrinkage=0.00154807 Tree=2106 num_leaves=4 num_cat=0 split_feature=1 0 16 split_gain=18.8443 17.7095 10.0496 threshold=0.10384000000000002 -0.10754999999999999 0.13514000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4549785388651853e-05 0.00016875201800783504 -0.00012505759138403043 -8.7557471706725142e-05 leaf_weight=66.692959948442876 81.845071893185377 154.4427058249712 22.538469610735774 leaf_count=308 494 1900 152 internal_value=0 -6.18396e-05 0.000113404 internal_weight=0 221.136 104.384 internal_count=2854 2208 646 is_linear=0 shrinkage=0.000339971 Tree=2107 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=15.7688 21.5375 14.7567 threshold=-0.11367499999999998 -0.077784999999999979 -0.014754999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012862270633560316 -0.00088378374410690507 0.0001945613595583629 0.0015693043715059717 leaf_weight=70.554701495915651 92.205628776689991 119.24703634623438 27.824245668947697 leaf_count=364 1401 988 101 internal_value=0 -0.000275697 0.000536312 internal_weight=0 211.453 98.3789 internal_count=2854 2389 465 is_linear=0 shrinkage=0.00167568 Tree=2108 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=17.3726 15.1702 threshold=-0.24921999999999997 -0.112855 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002633333117300331 9.1436634096576689e-05 -6.5466292342286812e-05 leaf_weight=25.871640549972653 96.496458329260349 206.72058651363477 leaf_count=131 399 2318 internal_value=0 -1.55305e-05 internal_weight=0 303.217 internal_count=2848 2717 is_linear=0 shrinkage=0.000326769 Tree=2109 num_leaves=4 num_cat=0 split_feature=52 1 12 split_gain=16.4352 15.883 0.00570056 threshold=-0.51745999999999992 0.10100500000000003 0.085945000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042322288337420203 -3.3847790558111551e-05 0.00013380049011636256 -0.00038500142292117551 leaf_weight=3.6110066664405158 210.29259749990888 106.4838152024895 8.4978870414197427 leaf_count=53 2025 623 147 internal_value=0 2.25115e-05 -0.000397048 internal_weight=0 316.776 12.1089 internal_count=2848 2648 200 is_linear=0 shrinkage=0.000353706 Tree=2110 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=16.9902 14.5002 threshold=-0.24921999999999997 -0.4290699999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026802740024374743 -0.00033129661964420272 2.3573081717716775e-06 leaf_weight=25.626790568232536 15.228155809920279 283.78648389573209 leaf_count=131 255 2462 internal_value=0 -1.4655e-05 internal_weight=0 299.015 internal_count=2848 2717 is_linear=0 shrinkage=0.000333305 Tree=2111 num_leaves=4 num_cat=0 split_feature=52 1212 12 split_gain=14.752 13.5644 0.0044549 threshold=-0.51745999999999992 -1.0000000180025095e-35 0.085945000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001876070279131179 -0.0017595882137690941 0.00016780793145119516 -0.00170257757993468 leaf_weight=3.3354217899031919 9.3775214590132219 292.5751770241186 7.5847622668370605 leaf_count=53 200 2448 147 internal_value=0 0.000107843 -0.00175875 internal_weight=0 301.953 10.9202 internal_count=2848 2648 200 is_linear=0 shrinkage=0.00157903 Tree=2112 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=15.4406 18.5257 threshold=-1.0000000180025095e-35 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040007942110375345 9.2067191962531006e-05 -8.7071614888428592e-05 leaf_weight=11.477942142635582 118.06368000153452 185.95000435784459 leaf_count=85 573 2142 internal_value=0 -1.75017e-05 internal_weight=0 304.014 internal_count=2800 2715 is_linear=0 shrinkage=0.000353706 Tree=2113 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=15.9338 18.7672 threshold=-1.0000000180025095e-35 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00040890405251041667 9.4098419482883846e-05 -8.8818386065068642e-05 leaf_weight=11.779814852401612 118.79247274715453 189.36749978060834 leaf_count=85 573 2142 internal_value=0 -1.83044e-05 internal_weight=0 308.16 internal_count=2800 2715 is_linear=0 shrinkage=0.00036078 Tree=2114 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=14.4071 16.4322 threshold=-1.0000000180025095e-35 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0017513524017396698 0.00038592936786090078 -0.00036445542283572311 leaf_weight=10.766013275831936 114.9720754660666 178.48403529613279 leaf_count=85 573 2142 internal_value=0 -7.0459e-05 internal_weight=0 293.456 internal_count=2800 2715 is_linear=0 shrinkage=0.00154807 Tree=2115 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=15.2924 18.3817 threshold=-1.0000000180025095e-35 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038307663231964249 8.7155490218288937e-05 -8.3779192801724278e-05 leaf_weight=11.405500896275042 118.71823794767261 187.57004342670552 leaf_count=85 573 2142 internal_value=0 -1.75231e-05 internal_weight=0 306.288 internal_count=2800 2715 is_linear=0 shrinkage=0.000339971 Tree=2116 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=16.0628 22.0907 1.93171 threshold=-0.49096999999999996 -0.019414999999999998 0.086590000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018258604367447995 -0.00010630190863424982 0.0010771791247798802 -0.00085073532769107732 leaf_weight=9.7962537854909915 242.13158966647461 40.784504443407059 8.4136437475681287 leaf_count=60 2476 199 81 internal_value=0 6.4367e-05 -0.00137668 internal_weight=0 282.916 18.2099 internal_count=2816 2675 141 is_linear=0 shrinkage=0.00148796 Tree=2117 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=15.4412 21.2697 1.7074 threshold=-0.49096999999999996 -0.019414999999999998 0.08654000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020549329010270101 -0.00011939062030127056 0.0012189083432172097 -0.0010001682179762658 leaf_weight=9.4973154254257697 242.08806741703302 40.476434888318181 8.6075579710304719 leaf_count=59 2476 199 82 internal_value=0 7.23857e-05 -0.00155505 internal_weight=0 282.565 18.1049 internal_count=2816 2675 141 is_linear=0 shrinkage=0.0017092 Tree=2118 num_leaves=4 num_cat=0 split_feature=123 151 133 split_gain=18.2106 17.9696 5.59767 threshold=1.0000000180025095e-35 -0.29526499999999994 0.084700000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00057420569766702782 9.2640534159162263e-05 -2.0540607620336915e-05 0.00037721049338440663 leaf_weight=8.161152418702839 18.549548111855984 268.48089177301154 18.911703619174659 leaf_count=62 116 2515 123 internal_value=0 -3.69126e-05 0.00023642 internal_weight=0 276.642 37.4613 internal_count=2816 2577 239 is_linear=0 shrinkage=0.000367995 Tree=2119 num_leaves=4 num_cat=0 split_feature=376 151 1 split_gain=15.1611 21.3124 2.90555 threshold=1.0000000180025095e-35 -0.29526499999999994 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027936769770762391 0.00058709481115534637 -5.6271267597230525e-05 0.0017001428281859621 leaf_weight=7.5674738548696032 11.288710758090021 268.36869088909589 13.25272809807211 leaf_count=61 38 2608 109 internal_value=0 -0.000131532 0.00118901 internal_weight=0 275.936 24.5414 internal_count=2816 2669 147 is_linear=0 shrinkage=0.00161061 Tree=2120 num_leaves=4 num_cat=0 split_feature=123 44 43 split_gain=16.039 12.9999 6.11134 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.054204999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5936587697442522e-05 0.0015436469435487971 -0.0024622612690536417 -0.0001150135863454909 leaf_weight=258.2785408704076 26.714620171114802 7.4718074277043334 9.5243625873699767 leaf_count=2533 191 49 67 internal_value=0 -0.000152921 0.00110789 internal_weight=0 265.75 36.239 internal_count=2840 2582 258 is_linear=0 shrinkage=0.00177825 Tree=2121 num_leaves=4 num_cat=0 split_feature=123 484 43 split_gain=19.0161 18.2399 5.73878 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.054204999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030870758308851288 0.00030030883742805339 -5.010661349623465e-06 3.270359719605572e-06 leaf_weight=25.103897811844945 28.469336659647524 253.45516987703741 10.213018352165816 leaf_count=438 191 2144 67 internal_value=0 -3.23993e-05 0.000221924 internal_weight=0 278.559 38.6824 internal_count=2840 2582 258 is_linear=0 shrinkage=0.000339971 Tree=2122 num_leaves=4 num_cat=0 split_feature=123 484 43 split_gain=18.135 18.3512 5.65537 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.054204999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031567399971438944 0.00030430055047901846 -2.9563889485330246e-06 1.5620229215971981e-06 leaf_weight=24.765610005706549 28.010209830477834 252.01164479879662 10.091871855780481 leaf_count=438 191 2144 67 internal_value=0 -3.09577e-05 0.000224157 internal_weight=0 276.777 38.1021 internal_count=2840 2582 258 is_linear=0 shrinkage=0.00034677 Tree=2123 num_leaves=4 num_cat=0 split_feature=123 484 43 split_gain=18.7593 17.9345 5.91915 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.054204999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031905774665667993 0.00031340345993622563 -4.5718633365380093e-06 -2.4388495681754913e-06 leaf_weight=24.905887671280652 28.373121205717325 252.6428057004232 10.051036840304731 leaf_count=438 191 2144 67 internal_value=0 -3.28123e-05 0.000230825 internal_weight=0 277.549 38.4242 internal_count=2840 2582 258 is_linear=0 shrinkage=0.000353706 Tree=2124 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=15.0956 16.3653 7.71985 threshold=0.27150500000000005 0.08184000000000001 0.11280000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5469988915604639e-06 0.00026559885181454059 -0.00041464121782803175 -9.8747128841141052e-05 leaf_weight=257.19129100721329 39.085548592731357 14.160518418997524 9.8504609949886781 leaf_count=2392 291 122 41 internal_value=0 -2.97667e-05 0.000192249 internal_weight=0 271.352 48.936 internal_count=2846 2514 332 is_linear=0 shrinkage=0.000367995 Tree=2125 num_leaves=4 num_cat=0 split_feature=4 13 48 split_gain=15.9621 13.6835 9.01947 threshold=0.27150500000000005 0.26891500000000007 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1517036781609064e-05 0.00023194991856557816 -0.00051588278517703879 -0.00015372259709818667 leaf_weight=267.94483417132869 36.928448983468115 7.8355848928913465 9.0702599398791772 leaf_count=2461 293 53 39 internal_value=0 -6.47456e-05 0.000155869 internal_weight=0 275.78 45.9987 internal_count=2846 2514 332 is_linear=0 shrinkage=0.00034677 Tree=2126 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=15.236 16.6297 7.79674 threshold=0.27150500000000005 0.08184000000000001 0.10866500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1060609999945171e-06 0.00025988624448252187 -0.00040928754913447757 -9.7064370390346219e-05 leaf_weight=260.38999066175893 39.39683554880321 14.237172896042464 9.9712129905819875 leaf_count=2392 290 122 42 internal_value=0 -2.98792e-05 0.000187781 internal_weight=0 274.627 49.368 internal_count=2846 2514 332 is_linear=0 shrinkage=0.00036078 Tree=2127 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=14.6458 18.6347 threshold=0.088565000000000019 0.41269500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8881753743090268e-06 0.00023439339798845724 -0.0004410265604940267 leaf_weight=285.80721351131797 26.56670755147934 10.736308632884173 leaf_count=2538 126 182 internal_value=0 -1.87783e-05 internal_weight=0 296.544 internal_count=2846 2720 is_linear=0 shrinkage=0.000326769 Tree=2128 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=16.5189 13.5547 4.50879 threshold=-0.28430999999999995 -0.061194999999999992 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019539074762547795 0.0005805487656380978 -0.00019963078983780604 -0.0003686580842570684 leaf_weight=15.213261452503504 92.593624144326895 192.47968327091075 7.5430568391457191 leaf_count=226 524 2017 96 internal_value=0 5.37984e-05 -0.00142919 internal_weight=0 285.073 22.7563 internal_count=2863 2541 322 is_linear=0 shrinkage=0.00167568 Tree=2129 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=15.9773 12.9721 4.45025 threshold=-0.28430999999999995 -0.061194999999999992 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016247432881300733 0.00047568072599759388 -0.00016333951537499147 -0.00030230916276463246 leaf_weight=14.968287426978351 92.440242386888713 192.42882431019098 7.5249037677422157 leaf_count=226 524 2017 96 internal_value=0 4.4041e-05 -0.00118297 internal_weight=0 284.869 22.4932 internal_count=2863 2541 322 is_linear=0 shrinkage=0.00140214 Tree=2130 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=16.8184 17.4464 4.23714 threshold=-0.28430999999999995 0.10100500000000003 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038360084870739825 -4.7530990266149755e-05 0.00012255454244269832 -8.3898356604475823e-05 leaf_weight=15.579026557505133 198.20321779046208 101.1829428402707 7.9115171795710912 leaf_count=226 1935 606 96 internal_value=0 9.95663e-06 -0.000282812 internal_weight=0 299.386 23.4905 internal_count=2863 2541 322 is_linear=0 shrinkage=0.000333305 Tree=2131 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=15.4671 12.4384 4.38742 threshold=-0.28430999999999995 -0.061194999999999992 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020071626938939829 0.00057939290283563955 -0.00019874951606417446 -0.00036956822131335081 leaf_weight=14.739585768897088 92.367101680487394 192.57020069751889 7.5144456336274734 leaf_count=226 524 2017 96 internal_value=0 5.352e-05 -0.00145499 internal_weight=0 284.937 22.254 internal_count=2863 2541 322 is_linear=0 shrinkage=0.00174338 Tree=2132 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=15.5276 17.6384 13.0492 threshold=0.088260000000000019 -0.017269999999999997 0.08184000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015118351799520683 8.7781136246020276e-05 0.0002502226360369574 -0.0002455758516777234 leaf_weight=106.20420409040526 182.43114079535007 15.704925310797988 15.959111690521238 leaf_count=1283 1325 100 122 internal_value=0 -9.94413e-05 6.09438e-05 internal_weight=0 121.909 198.39 internal_count=2830 1383 1447 is_linear=0 shrinkage=0.000353706 Tree=2133 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=15.673 17.1598 16.6199 threshold=0.088260000000000019 -0.017269999999999997 0.16377000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015596115464637235 9.9610644374212371e-05 0.00025717421043556843 -0.00026885833950272419 leaf_weight=105.45027001854032 179.14833887666464 15.615324377082286 18.248950567794964 leaf_count=1283 1241 100 206 internal_value=0 -0.000102642 6.55238e-05 internal_weight=0 121.066 197.397 internal_count=2830 1383 1447 is_linear=0 shrinkage=0.000367995 Tree=2134 num_leaves=4 num_cat=0 split_feature=2 12 52 split_gain=15.3541 17.8883 16.4496 threshold=0.088260000000000019 1.0000000180025095e-35 0.16377000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8872596371117229e-05 9.3496487141006543e-05 -0.00019624807038182298 -0.00025855844375784616 leaf_weight=41.914237429387867 180.22651526844129 80.144035216420889 18.270642435643822 leaf_count=237 1241 1146 206 internal_value=0 -9.83404e-05 6.10699e-05 internal_weight=0 122.058 198.497 internal_count=2830 1383 1447 is_linear=0 shrinkage=0.000353706 Tree=2135 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=15.0323 17.2717 16.2722 threshold=0.088260000000000019 -0.017269999999999997 0.16377000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015439889412795845 9.7783363537621917e-05 0.00026166075235744613 -0.00026812721968283036 leaf_weight=105.08808399923146 178.6310546300374 15.487145408987997 18.109772351104766 leaf_count=1283 1241 100 206 internal_value=0 -0.000100926 6.4079e-05 internal_weight=0 120.575 196.741 internal_count=2830 1383 1447 is_linear=0 shrinkage=0.000367995 Tree=2136 num_leaves=4 num_cat=0 split_feature=123 457 1 split_gain=15.2694 14.4473 6.62418 threshold=1.0000000180025095e-35 0.081330000000000013 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5642619985833689e-05 -1.4021775659156125e-05 0.00015443352368118933 0.00030568173715246432 leaf_weight=251.18611902440898 10.649233765900133 44.527755891904235 25.222963689826429 leaf_count=2426 35 198 204 internal_value=0 -2.4002e-05 0.000210816 internal_weight=0 295.714 35.8722 internal_count=2863 2624 239 is_linear=0 shrinkage=0.000339971 Tree=2137 num_leaves=4 num_cat=0 split_feature=123 1456 1 split_gain=13.0846 12.3852 6.52381 threshold=1.0000000180025095e-35 0.075285000000000005 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4550105589605499e-05 -0.00011947382300152615 -0.0020989518209344944 0.0016366811917446458 leaf_weight=270.36660650093108 10.46483379229903 10.412764988373963 23.461087920702994 leaf_count=2407 35 217 204 internal_value=0 -0.000120876 0.00109521 internal_weight=0 280.779 33.9259 internal_count=2863 2624 239 is_linear=0 shrinkage=0.00185009 Tree=2138 num_leaves=4 num_cat=0 split_feature=123 457 1 split_gain=12.6416 12.3135 6.40175 threshold=1.0000000180025095e-35 0.081330000000000013 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027159639467417201 -0.0001122476740937149 0.00076475979613861505 0.0015641130761287734 leaf_weight=237.8582686081063 10.46630087867379 42.752883745357394 23.071559480391443 leaf_count=2426 35 198 204 internal_value=0 -0.00011366 0.0010412 internal_weight=0 280.611 33.5379 internal_count=2863 2624 239 is_linear=0 shrinkage=0.00177825 Tree=2139 num_leaves=4 num_cat=0 split_feature=123 4 1 split_gain=14.25 13.6295 6.80435 threshold=1.0000000180025095e-35 0.13736000000000001 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3134925388208616e-05 -2.1889441006678194e-05 0.00010679236423545731 0.00029747145108784053 leaf_weight=223.14824902941473 10.60321870446205 68.523099783807993 24.583467424847186 leaf_count=2251 35 373 204 internal_value=0 -2.32091e-05 0.000201275 internal_weight=0 291.671 35.1867 internal_count=2863 2624 239 is_linear=0 shrinkage=0.000333305 Tree=2140 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=13.3875 17.3502 threshold=0.088565000000000019 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.9647709021710036e-05 0.0011563349039775449 -0.0021971356428299245 leaf_weight=272.17789618507959 22.728632103651762 9.5115441465750319 leaf_count=2638 124 92 internal_value=0 -0.000102979 internal_weight=0 281.689 internal_count=2854 2730 is_linear=0 shrinkage=0.00157903 Tree=2141 num_leaves=4 num_cat=0 split_feature=4 48 48 split_gain=15.6158 22.5532 15.2737 threshold=0.13736000000000001 0.014805 0.11224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013813462310039633 0.00023331597487383194 0.00010932512546434829 -0.00025981693058235077 leaf_weight=158.69994037086144 60.962453578598797 86.9133425867185 11.347068529576061 leaf_count=1893 405 504 52 internal_value=0 -5.05662e-05 0.000155884 internal_weight=0 245.613 72.3095 internal_count=2854 2397 457 is_linear=0 shrinkage=0.00039052 Tree=2142 num_leaves=4 num_cat=0 split_feature=4 48 48 split_gain=16.5775 22 15.5832 threshold=0.13736000000000001 0.014805 0.11224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013001894117118263 0.00022507059472572281 0.00010068652819196248 -0.00024413956297529639 leaf_weight=159.09341886080801 61.072288879193366 86.335993558168411 11.352873299270867 leaf_count=1893 405 504 52 internal_value=0 -4.88609e-05 0.000151475 internal_weight=0 245.429 72.4252 internal_count=2854 2397 457 is_linear=0 shrinkage=0.000367995 Tree=2143 num_leaves=4 num_cat=0 split_feature=4 48 48 split_gain=16.036 22.9078 15.0298 threshold=0.13736000000000001 0.014805 0.11224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011817887159692881 0.00020058627465114942 9.4521827016106434e-05 -0.00021529608342076568 leaf_weight=160.0002716712188 61.053472989238799 86.726001317612827 11.449907023459671 leaf_count=1893 405 504 52 internal_value=0 -4.34116e-05 0.00013487 internal_weight=0 246.726 72.5034 internal_count=2854 2397 457 is_linear=0 shrinkage=0.000333305 Tree=2144 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=15.6719 21.1995 4.0471 threshold=0.121715 0.11978500000000002 -0.0022599999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9014166764477812e-07 0.00031924056104939768 -0.00056011630111700887 0.00010558058046063369 leaf_weight=267.13982750102878 22.443727312609553 9.0458602253347618 23.787857489660382 leaf_count=2487 202 63 114 internal_value=0 -1.75218e-05 0.000209394 internal_weight=0 276.186 46.2316 internal_count=2866 2550 316 is_linear=0 shrinkage=0.00036078 Tree=2145 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=15.2074 21.5623 4.05728 threshold=0.121715 0.11978500000000002 -0.0022599999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1487600196086281e-07 0.00034297650146315344 -0.00061261388319374787 0.00011026673717412169 leaf_weight=265.4749086194206 22.214970897883177 9.0293579930439574 23.560376601293683 leaf_count=2487 202 63 114 internal_value=0 -1.97909e-05 0.000223298 internal_weight=0 274.504 45.7753 internal_count=2866 2550 316 is_linear=0 shrinkage=0.00039052 Tree=2146 num_leaves=4 num_cat=0 split_feature=1213 472 16 split_gain=13.4972 12.7535 0.107396 threshold=-0.081269999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017283218704777267 -0.0019317081547000003 0.00018559227447420023 -0.0021658288049018811 leaf_weight=7.1346860507037491 7.8661029473878434 292.23894900339656 2.4821051219478232 leaf_count=244 143 2456 23 internal_value=0 0.000129976 -0.00184531 internal_weight=0 300.105 9.61679 internal_count=2866 2599 267 is_linear=0 shrinkage=0.00164282 Tree=2147 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=15.3407 21.067 4.10687 threshold=0.121715 0.11978500000000002 0.23355000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5146641926162719e-07 0.00011247840819429418 -0.00055837770654246482 0.00033019933651803895 leaf_weight=268.50797648355365 26.214145455509424 9.0820996919646841 19.81364930793643 leaf_count=2487 126 63 190 internal_value=0 -1.85492e-05 0.000206299 internal_weight=0 277.59 46.0278 internal_count=2866 2550 316 is_linear=0 shrinkage=0.00036078 Tree=2148 num_leaves=4 num_cat=0 split_feature=15 38 1 split_gain=14.4105 15.2571 3.06166 threshold=-0.24219999999999997 0.086545000000000011 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011582377327540847 -2.0534138679606515e-05 -0.00056495644714890973 0.00038659191163805556 leaf_weight=11.810753380879762 283.52621256769635 8.3906796462833864 15.14042672421783 leaf_count=59 2531 50 170 internal_value=0 -3.62186e-05 0.0002681 internal_weight=0 291.917 26.9512 internal_count=2810 2581 229 is_linear=0 shrinkage=0.00039833 Tree=2149 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=13.2777 17.7715 threshold=1.0000000180025095e-35 -0.09812499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010572409368010912 -0.0020958079805406668 -0.00019988183162469739 leaf_weight=50.176848359871656 11.464332353323696 245.08073953469284 leaf_count=289 70 2451 internal_value=0 1.38114e-05 internal_weight=0 295.258 internal_count=2810 2740 is_linear=0 shrinkage=0.00192483 Tree=2150 num_leaves=4 num_cat=0 split_feature=15 156 1 split_gain=15.2891 15.3192 3.11118 threshold=-0.24219999999999997 0.10477500000000002 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011028739089383429 -2.2048916057904336e-05 -0.00049868435052948391 0.00036564027562663428 leaf_weight=11.88662468083203 285.59292362397537 9.8084515947848541 15.522905097343026 leaf_count=59 2456 125 170 internal_value=0 -3.79062e-05 0.000255056 internal_weight=0 295.401 27.4095 internal_count=2810 2581 229 is_linear=0 shrinkage=0.000375355 Tree=2151 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=12.6208 17.0584 threshold=1.0000000180025095e-35 -0.09812499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0008176136413578566 -0.001608381302483447 -0.00015430567402392961 leaf_weight=50.072758242953569 11.506181279197333 245.26013427553698 leaf_count=289 70 2451 internal_value=0 1.05224e-05 internal_weight=0 295.333 internal_count=2810 2740 is_linear=0 shrinkage=0.00151772 Tree=2152 num_leaves=4 num_cat=0 split_feature=1 457 51 split_gain=16.6353 17.6505 4.12474 threshold=0.12700000000000003 0.082870000000000013 -0.025879999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6100049878956007e-05 4.5898526237179551e-05 0.00017984196643792055 0.00033368470806672374 leaf_weight=239.75827003084123 10.821315310895441 49.572281997650862 25.511682418175042 leaf_count=2370 64 222 187 internal_value=0 -3.22394e-05 0.00024804 internal_weight=0 289.331 36.333 internal_count=2843 2592 251 is_linear=0 shrinkage=0.00039052 Tree=2153 num_leaves=4 num_cat=0 split_feature=43 1 48 split_gain=13.7682 17.7284 16.3791 threshold=-0.082619999999999985 0.12700000000000003 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013141242203073734 -0.00037837603167696128 0.0010998889423418138 0.0017356579469633906 leaf_weight=66.080049558077008 198.14734406350181 24.59621855802834 23.191815653815866 leaf_count=617 1897 188 141 internal_value=0 -0.00021506 0.000548459 internal_weight=0 222.744 89.2719 internal_count=2843 2085 758 is_linear=0 shrinkage=0.00164282 Tree=2154 num_leaves=4 num_cat=0 split_feature=1 457 51 split_gain=16.3261 16.9041 4.12651 threshold=0.12700000000000003 0.082870000000000013 -0.025879999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1111634057584219e-05 4.2348114226906764e-05 0.00016800436227298367 0.00031721922578310346 leaf_weight=244.19922235747799 10.983678216114638 50.20118018053472 25.732243188656867 leaf_count=2370 64 222 187 internal_value=0 -3.03293e-05 0.000235055 internal_weight=0 294.4 36.7159 internal_count=2843 2592 251 is_linear=0 shrinkage=0.000375355 Tree=2155 num_leaves=4 num_cat=0 split_feature=43 1 48 split_gain=13.1446 17.0652 15.7072 threshold=-0.082619999999999985 0.12700000000000003 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012779580539645471 -0.00037002969871579797 0.0010843426119667111 0.0016992367689983867 leaf_weight=66.169424778083339 198.26317334664054 24.44175021816045 23.16303744725883 leaf_count=617 1897 188 141 internal_value=0 -0.000210334 0.000535531 internal_weight=0 222.705 89.3325 internal_count=2843 2085 758 is_linear=0 shrinkage=0.00164282 Tree=2156 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=14.011 16.5937 threshold=0.077685000000000018 -0.10646499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001441471930947941 -0.00042912150034217267 -3.0199109879331945e-05 leaf_weight=108.28667352255434 8.8864014837890846 206.58757168916054 leaf_count=451 90 2289 internal_value=0 2.97645e-05 internal_weight=0 314.874 internal_count=2830 2740 is_linear=0 shrinkage=0.00036078 Tree=2157 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=13.522 13.7265 threshold=0.077685000000000018 -0.10646499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00060643161741316719 -0.00193834794812729 -0.00011676823177580812 leaf_weight=104.26626995485276 8.3743250835686904 196.09069224935956 leaf_count=451 90 2289 internal_value=0 0.000134307 internal_weight=0 300.357 internal_count=2830 2740 is_linear=0 shrinkage=0.00161061 Tree=2158 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=13.0678 13.1489 threshold=0.077685000000000018 -0.10646499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00064318288423445265 -0.0020761462294632341 -0.00012359971835349556 leaf_weight=104.02868004143238 8.2745170937851054 196.02691246103495 leaf_count=451 90 2289 internal_value=0 0.000142266 internal_weight=0 300.056 internal_count=2830 2740 is_linear=0 shrinkage=0.00174338 Tree=2159 num_leaves=3 num_cat=0 split_feature=1374 1374 split_gain=12.8597 12.3039 threshold=0.09309000000000002 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018524703093312023 -0.0021060268021556735 0.00019529133618870215 leaf_weight=8.812405198812483 7.6517796888947478 291.47383085940965 leaf_count=51 48 2731 internal_value=0 0.000135082 internal_weight=0 300.286 internal_count=2830 2782 is_linear=0 shrinkage=0.0017092 Tree=2160 num_leaves=4 num_cat=0 split_feature=4 160 48 split_gain=20.9371 18.001 10.6983 threshold=0.27150500000000005 -0.09965499999999998 0.11362000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033791797512381326 0.00027439101952301295 -2.1912976832337074e-05 -0.00013014163484417095 leaf_weight=24.800945938797668 41.519839528948069 246.87798272585496 10.171738699078558 leaf_count=339 300 2184 42 internal_value=0 -5.07821e-05 0.000194769 internal_weight=0 271.679 51.6916 internal_count=2865 2523 342 is_linear=0 shrinkage=0.000353706 Tree=2161 num_leaves=4 num_cat=0 split_feature=4 160 48 split_gain=20.4603 17.8107 10.9925 threshold=0.27150500000000005 -0.09965499999999998 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032821949986302731 0.00026673956414163726 -2.1401684342998503e-05 -0.00013664609750349985 leaf_weight=25.013882122468203 41.706459507346153 249.63729800190777 10.074552066624163 leaf_count=339 301 2184 41 internal_value=0 -4.9366e-05 0.000188235 internal_weight=0 274.651 51.781 internal_count=2865 2523 342 is_linear=0 shrinkage=0.00034677 Tree=2162 num_leaves=4 num_cat=0 split_feature=4 160 48 split_gain=15.4248 17.5521 11.2826 threshold=0.27150500000000005 -0.09965499999999998 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013828436270668816 0.001076086157794671 -6.6627254635049588e-05 -0.00068815175582845095 leaf_weight=23.695457090856507 37.87220686301589 237.37531640799716 9.6716274134814721 leaf_count=339 301 2184 41 internal_value=0 -0.000186183 0.000717063 internal_weight=0 261.071 47.5438 internal_count=2865 2523 342 is_linear=0 shrinkage=0.00145878 Tree=2163 num_leaves=4 num_cat=0 split_feature=4 160 48 split_gain=14.8371 16.9777 10.9101 threshold=0.27150500000000005 -0.09965499999999998 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016978484038474445 0.0013230603793132037 -8.0995446039676243e-05 -0.00083238037370643708 leaf_weight=23.460823741042987 37.445261594839394 237.34411709848791 9.7187763005495054 leaf_count=339 301 2184 41 internal_value=0 -0.000226554 0.000878746 internal_weight=0 260.805 47.164 internal_count=2865 2523 342 is_linear=0 shrinkage=0.00181381 Tree=2164 num_leaves=4 num_cat=0 split_feature=2 31 156 split_gain=15.7429 19.263 12.2584 threshold=0.088260000000000019 -1.0000000180025095e-35 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001908392722203281 0.00040582597757712966 -0.00070217340711629299 -0.0010629298671745746 leaf_weight=8.5252207145094854 165.03474922385067 111.7305311774835 17.645002251490951 leaf_count=76 1251 1342 178 internal_value=0 -0.000516831 0.000263863 internal_weight=0 120.256 182.68 internal_count=2847 1418 1429 is_linear=0 shrinkage=0.00167568 Tree=2165 num_leaves=4 num_cat=0 split_feature=1213 155 13 split_gain=15.1369 13.9476 4.41229 threshold=-1.0000000180025095e-35 0.085890000000000008 -0.10023999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025870619160966323 0.00010307222702257186 -0.0015556516983957138 -0.0015687243212790369 leaf_weight=3.1146069560200003 273.37177686719224 10.324227669741957 15.47914383234456 leaf_count=23 2247 167 410 internal_value=0 4.26075e-05 -0.00126266 internal_weight=0 283.696 18.5938 internal_count=2847 2414 433 is_linear=0 shrinkage=0.00140214 Tree=2166 num_leaves=4 num_cat=0 split_feature=2 31 156 split_gain=15.0564 18.6181 11.5587 threshold=0.088260000000000019 -1.0000000180025095e-35 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023210124469521961 0.0004833105263463242 -0.00083839575265002946 -0.0012605460395770593 leaf_weight=8.3498443048447353 164.76125961355865 111.1599129694514 17.529503734782338 leaf_count=76 1251 1342 178 internal_value=0 -0.00061732 0.000315503 internal_weight=0 119.51 182.291 internal_count=2847 1418 1429 is_linear=0 shrinkage=0.00204265 Tree=2167 num_leaves=4 num_cat=0 split_feature=2 31 156 split_gain=15.6567 19.4247 10.6542 threshold=0.088260000000000019 -1.0000000180025095e-35 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043393486819451137 8.9531549545240376e-05 -0.00015788543073733151 -0.00021878306182441924 leaf_weight=8.7330814814195019 170.02903088601306 114.37833682796918 18.168168793432415 leaf_count=76 1251 1342 178 internal_value=0 -0.000115843 5.97483e-05 internal_weight=0 123.111 188.197 internal_count=2847 1418 1429 is_linear=0 shrinkage=0.000382862 Tree=2168 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=16.831 21.4623 3.55623 threshold=-0.23438999999999996 0.0047850000000000011 -0.10836499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.3000341793412702e-05 -7.5241559734769473e-05 0.00017677011585889624 0.00033401795582263771 leaf_weight=12.313657324761154 240.622774817748 48.874651162885129 18.358706194907427 leaf_count=80 2356 314 79 internal_value=0 -3.26866e-05 0.000237378 internal_weight=0 289.497 30.6724 internal_count=2829 2670 159 is_linear=0 shrinkage=0.00034677 Tree=2169 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=17.4667 21.4351 2.45976 threshold=-0.23438999999999996 0.0047850000000000011 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012800882746616648 -7.3952735255643424e-05 0.00017313242131010827 0.00032094640592319768 leaf_weight=13.725924845784904 241.72169934376143 48.748098178766668 17.313314033672214 leaf_count=82 2356 314 77 internal_value=0 -3.2477e-05 0.000235758 internal_weight=0 290.47 31.0392 internal_count=2829 2670 159 is_linear=0 shrinkage=0.000339971 Tree=2170 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=14.2028 16.5242 8.53819 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010340891925118851 0.0013298677236427642 -0.00026695012002550447 -0.00033330633847632998 leaf_weight=24.725885769352317 25.76959821023047 246.37741981656291 9.8073617778718454 leaf_count=135 195 2440 59 internal_value=0 -0.000148225 0.000871454 internal_weight=0 271.103 35.577 internal_count=2829 2575 254 is_linear=0 shrinkage=0.00151772 Tree=2171 num_leaves=4 num_cat=0 split_feature=123 13 43 split_gain=16.5375 18.3086 8.18323 threshold=1.0000000180025095e-35 -0.23438999999999996 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025164045956337658 0.00032132140837976963 -6.5896385833954596e-05 -5.5347802758874095e-05 leaf_weight=26.009180216118693 27.289980685338378 257.02110252110288 10.346694465726612 leaf_count=135 195 2440 59 internal_value=0 -3.67012e-05 0.000217796 internal_weight=0 283.03 37.6367 internal_count=2829 2575 254 is_linear=0 shrinkage=0.00036078 Tree=2172 num_leaves=4 num_cat=0 split_feature=15 4 147 split_gain=16.1909 20.1808 11.8029 threshold=0.085260000000000016 -0.045299999999999993 0.089430000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4222514479555999e-05 -0.00029179245447386428 0.00013679621332068234 0.00030200257076593685 leaf_weight=245.68134624813683 37.261220010230318 16.151138874702156 15.533846918493508 leaf_count=1841 781 81 86 internal_value=0 -0.000162191 3.13569e-05 internal_weight=0 53.4124 261.215 internal_count=2789 862 1927 is_linear=0 shrinkage=0.000320362 Tree=2173 num_leaves=3 num_cat=0 split_feature=44 50 split_gain=15.3012 15.3948 threshold=1.0000000180025095e-35 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016491414411536838 -0.0022564684869228243 -0.0010903654213475294 leaf_weight=266.72814022540115 7.6656770929694167 27.985810231184587 leaf_count=2251 53 485 internal_value=0 4.56509e-05 internal_weight=0 294.714 internal_count=2789 2736 is_linear=0 shrinkage=0.00161061 Tree=2174 num_leaves=3 num_cat=0 split_feature=44 15 split_gain=14.615 15.2861 threshold=1.0000000180025095e-35 0.085260000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024733475390131766 -0.0025830308324934432 -0.00089520787322404653 leaf_weight=244.27264687838033 7.6704744584858409 50.264189470326528 leaf_count=1876 53 860 internal_value=0 5.23087e-05 internal_weight=0 294.537 internal_count=2789 2736 is_linear=0 shrinkage=0.00188709 Tree=2175 num_leaves=4 num_cat=0 split_feature=123 50 4 split_gain=16.4499 20.4311 4.6881 threshold=1.0000000180025095e-35 0.086500000000000007 0.0033500000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8277054572632306e-07 0.00036273631428328392 -0.0003341316019312795 9.0113774475294317e-05 leaf_weight=254.88408138696104 18.403328076004982 27.575303349643946 15.957551797851918 leaf_count=2067 103 481 138 internal_value=0 -3.33466e-05 0.000236248 internal_weight=0 282.459 34.3609 internal_count=2789 2548 241 is_linear=0 shrinkage=0.000367995 Tree=2176 num_leaves=4 num_cat=0 split_feature=43 43 132 split_gain=12.6423 15.8788 1.66357 threshold=0.25123500000000004 0.076280000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2353582076107717e-05 -0.0014341729712421896 0.0015654665295397304 -0.003073927309176429 leaf_weight=265.47832040046342 5.8124403040856123 27.076168317813426 4.1078717960044724 leaf_count=2557 113 147 63 internal_value=0 0.000133768 -0.00211777 internal_weight=0 292.554 9.92031 internal_count=2880 2704 176 is_linear=0 shrinkage=0.00196333 Tree=2177 num_leaves=4 num_cat=0 split_feature=123 484 1 split_gain=13.8696 14.429 4.72101 threshold=1.0000000180025095e-35 -0.067754999999999996 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033553138484846573 9.6610093033547762e-06 4.2489076795698631e-06 0.00031215168893140524 leaf_weight=18.066783284302801 9.6645541824400407 263.64608865347691 25.212933256290853 leaf_count=339 33 2307 201 internal_value=0 -1.75631e-05 0.000228383 internal_weight=0 281.713 34.8775 internal_count=2880 2646 234 is_linear=0 shrinkage=0.000367995 Tree=2178 num_leaves=4 num_cat=0 split_feature=128 43 0 split_gain=12.4945 14.6841 0.713098 threshold=0.089460000000000012 0.25734000000000007 -0.07718499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016743838721163068 -0.0020622762770193584 -0.0021044503989542532 -0.001173213644501519 leaf_weight=284.89989508758299 6.1008220063522458 7.5571678145788601 3.9597461745142919 leaf_count=2569 119 130 62 internal_value=0 0.000108599 -0.00171523 internal_weight=0 292.457 10.0606 internal_count=2880 2699 181 is_linear=0 shrinkage=0.00161061 Tree=2179 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=13.8306 15.2892 5.24558 threshold=0.12700000000000003 0.081330000000000013 0.14389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9987108301310701e-05 7.0510339250958801e-05 0.00013277220343463225 0.00034225726874445128 leaf_weight=243.01674887537956 19.300745896995068 44.355330027639866 13.345402907580135 leaf_count=2418 151 212 99 internal_value=0 -4.71415e-05 0.000181733 internal_weight=0 287.372 32.6461 internal_count=2880 2630 250 is_linear=0 shrinkage=0.000333305 Tree=2180 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=18.921 20.5457 16.7081 threshold=0.088495000000000004 -0.017269999999999997 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020694708160770065 -0.00035737041935342013 0.00024743439951755548 8.1584502669583201e-05 leaf_weight=109.61634715972468 14.24849036335945 17.598048425279558 180.87566922791302 leaf_count=1329 110 113 1309 internal_value=0 -0.000144063 4.9499e-05 internal_weight=0 127.214 195.124 internal_count=2861 1442 1419 is_linear=0 shrinkage=0.00039052 Tree=2181 num_leaves=4 num_cat=0 split_feature=1 48 15 split_gain=16.5217 18.9967 5.53663 threshold=0.12313000000000002 0.12879500000000002 -0.054259999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021686164886362578 0.0018377462016890857 -0.0035953885138915865 0.00021711929927968455 leaf_weight=261.7596361185424 21.11782415676862 7.1143040079623452 15.073962228372691 leaf_count=2547 195 43 76 internal_value=0 -0.000306505 0.00116322 internal_weight=0 268.874 36.1918 internal_count=2861 2590 271 is_linear=0 shrinkage=0.00204265 Tree=2182 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=19.7448 19.2719 9.88656 threshold=0.10400500000000001 -0.12032499999999997 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013953567474726982 6.3965756256368307e-05 -0.00013448076212701249 0.00038518692272191898 leaf_weight=41.177104938775301 85.712910957634449 176.7548589813523 14.578692767769097 leaf_count=199 538 2025 99 internal_value=0 -8.26991e-05 0.000110724 internal_weight=0 217.932 100.292 internal_count=2861 2224 637 is_linear=0 shrinkage=0.00036078 Tree=2183 num_leaves=4 num_cat=0 split_feature=2 3 4 split_gain=16.4932 19.0456 16.3951 threshold=0.088495000000000004 -0.15319999999999998 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016508450313192354 -0.0018507931066817456 -0.00097900732785950175 0.00041548521218711998 leaf_weight=12.297701369039713 13.813312128186224 106.96544486680068 171.85834141494706 leaf_count=61 110 1381 1309 internal_value=0 -0.000707612 0.000246709 internal_weight=0 119.263 185.672 internal_count=2861 1442 1419 is_linear=0 shrinkage=0.00200259 Tree=2184 num_leaves=4 num_cat=0 split_feature=51 128 1 split_gain=13.6264 16.9499 11.4645 threshold=-0.10998999999999999 0.085185000000000025 0.10413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044110839419546095 4.0021921130245113e-05 -0.00043439492019345296 -3.3520092064617689e-06 leaf_weight=14.587301560211928 280.00852566864341 9.339464651886372 14.176709575578569 leaf_count=188 2390 166 93 internal_value=0 2.46812e-05 -0.0002255 internal_weight=0 289.348 28.764 internal_count=2837 2556 281 is_linear=0 shrinkage=0.00034677 Tree=2185 num_leaves=4 num_cat=0 split_feature=51 128 1 split_gain=13.4439 15.7463 11.0299 threshold=-0.10998999999999999 0.085185000000000025 0.10413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021898606848536478 0.00019841959832522067 -0.0021522736293017783 -2.3460878563444833e-05 leaf_weight=14.001742949243637 266.21200860803947 8.5744127971120161 13.454049823805688 leaf_count=188 2390 166 93 internal_value=0 0.000124924 -0.00112902 internal_weight=0 274.786 27.4558 internal_count=2837 2556 281 is_linear=0 shrinkage=0.0017092 Tree=2186 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=13.4166 14.8018 3.34763 threshold=-0.24921999999999997 0.0047850000000000011 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010078298105483814 -5.8965081831783146e-05 0.000159599411718523 0.00035474899174339005 leaf_weight=12.174678331241013 239.32885017571971 48.485211997292936 15.216608526185153 leaf_count=80 2381 305 71 internal_value=0 -2.21375e-05 0.000242017 internal_weight=0 287.814 27.3913 internal_count=2837 2686 151 is_linear=0 shrinkage=0.00036078 Tree=2187 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=13.9034 15.0392 3.49904 threshold=-0.24921999999999997 0.0047850000000000011 -0.11173999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011003265743198433 -6.5159704715852816e-05 0.00017686878496385946 0.00039558971524694133 leaf_weight=12.125327348709108 242.68915552762337 48.933235593140125 15.565813230350612 leaf_count=80 2381 305 71 internal_value=0 -2.45392e-05 0.000270713 internal_weight=0 291.622 27.6911 internal_count=2837 2686 151 is_linear=0 shrinkage=0.00039833 Tree=2188 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=17.2017 18.6562 5.6343 threshold=1.0000000180025095e-35 -0.094744999999999982 0.085220000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013633698770718593 9.5960990424026195e-05 -7.0918189751458796e-05 0.00035706646845746034 leaf_weight=58.191355248913169 19.984557002782822 228.10399149358273 15.811331975273786 leaf_count=337 123 2330 121 internal_value=0 -2.8786e-05 0.000211422 internal_weight=0 286.295 35.7959 internal_count=2911 2667 244 is_linear=0 shrinkage=0.000326769 Tree=2189 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=17.3346 18.4581 5.5826 threshold=1.0000000180025095e-35 -0.094744999999999982 0.085220000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000147622975058329 0.0001056674190197138 -7.6049451993782466e-05 0.00038669459054097076 leaf_weight=57.938527665100992 19.950760029256344 226.70482032443397 15.894760195165871 leaf_count=337 123 2330 121 internal_value=0 -3.05146e-05 0.000230421 internal_weight=0 284.643 35.8455 internal_count=2911 2667 244 is_linear=0 shrinkage=0.000353706 Tree=2190 num_leaves=4 num_cat=0 split_feature=123 13 133 split_gain=14.8981 17.2244 5.73181 threshold=1.0000000180025095e-35 -0.094744999999999982 0.085220000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073629015454068115 0.00046167208593730756 -0.00036792997331335718 0.0019359418159270725 leaf_weight=56.086499025579542 19.103619085624814 219.15467276517302 14.802716981619595 leaf_count=337 123 2330 121 internal_value=0 -0.000142885 0.00110603 internal_weight=0 275.241 33.9063 internal_count=2911 2667 244 is_linear=0 shrinkage=0.00177825 Tree=2191 num_leaves=4 num_cat=0 split_feature=52 13 160 split_gain=14.7007 13.9691 6.80395 threshold=0.18829500000000002 -0.090744999999999978 -0.20907999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00085307210312614453 -0.0022731778533082408 -0.00011684796402594772 -0.00019271549724176953 leaf_weight=66.079779094550759 13.526253974996509 219.9415177765768 8.9326027240604144 leaf_count=422 222 2164 103 internal_value=0 0.000107276 -0.00144658 internal_weight=0 286.021 22.4589 internal_count=2911 2586 325 is_linear=0 shrinkage=0.00185009 Tree=2192 num_leaves=4 num_cat=0 split_feature=1213 156 3 split_gain=12.3334 12.9689 0.00662422 threshold=-0.082704999999999987 -1.0000000180025095e-35 -0.072264999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001930233431700416 -0.0021394215609902177 0.00027023964367223766 -0.0021607882208448644 leaf_weight=6.2593154853675514 7.8349776237737379 287.34570878767408 2.6329764332622272 leaf_count=237 152 2404 29 internal_value=0 0.000206146 -0.00200298 internal_weight=0 295.181 8.89229 internal_count=2822 2556 266 is_linear=0 shrinkage=0.00185009 Tree=2193 num_leaves=4 num_cat=0 split_feature=403 1429 15 split_gain=12.2207 12.9506 2.93598 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.13744999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014938756750395852 -0.0017875627332797038 0.000248382375159211 -0.0017529299237679908 leaf_weight=2.6102313436567774 8.325652522267772 282.01220694882795 10.784561463631688 leaf_count=28 140 2351 303 internal_value=0 0.000189886 -0.00138254 internal_weight=0 290.338 13.3948 internal_count=2822 2491 331 is_linear=0 shrinkage=0.00161061 Tree=2194 num_leaves=4 num_cat=0 split_feature=1213 52 3 split_gain=12.8949 13.874 0.00824242 threshold=-0.082704999999999987 -0.4290699999999999 -0.072264999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036250569514387779 -0.0002825112709014194 5.1655911468978241e-05 -0.00040593015420255067 leaf_weight=6.7360011208802462 15.720218961127101 294.33634277060628 2.7277059666812402 leaf_count=237 262 2294 29 internal_value=0 3.46969e-05 -0.000375814 internal_weight=0 310.057 9.46371 internal_count=2822 2556 266 is_linear=0 shrinkage=0.00034677 Tree=2195 num_leaves=4 num_cat=0 split_feature=1213 52 3 split_gain=12.0043 12.5972 0.00504472 threshold=-0.082704999999999987 -0.4290699999999999 -0.072264999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017816701996005238 -0.0013550835429466288 0.00026437641109813798 -0.0019902520008824665 leaf_weight=6.1427062668371946 14.752894040662794 280.17858387413435 2.591701051220296 leaf_count=237 262 2294 29 internal_value=0 0.000183286 -0.00184777 internal_weight=0 294.931 8.73441 internal_count=2822 2556 266 is_linear=0 shrinkage=0.0017092 Tree=2196 num_leaves=4 num_cat=0 split_feature=1213 484 0 split_gain=16.8629 17.0559 5.03098 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.12235999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9730518259243375e-05 -0.00023177267192043936 5.1489986607744051e-05 -0.00038615048211122869 leaf_weight=3.9507438316941288 28.136110777035356 277.42113044043072 16.305850243195891 leaf_count=23 428 2005 427 internal_value=0 2.53939e-05 -0.000301172 internal_weight=0 305.557 20.2566 internal_count=2883 2433 450 is_linear=0 shrinkage=0.00034677 Tree=2197 num_leaves=4 num_cat=0 split_feature=1213 484 0 split_gain=15.7206 16.5919 4.83803 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.12235999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022921268484605857 -0.0010642237024329135 0.00023788088929364975 -0.0017584953073626634 leaf_weight=3.8116740211844471 26.843035888392478 266.18431849381886 15.240618776064364 leaf_count=23 428 2005 427 internal_value=0 0.000118539 -0.001361 internal_weight=0 293.027 19.0523 internal_count=2883 2433 450 is_linear=0 shrinkage=0.00157903 Tree=2198 num_leaves=4 num_cat=0 split_feature=1213 484 0 split_gain=15.2539 15.9252 4.77849 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.12235999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023303491216767244 -0.0010887334526948028 0.00024196539368276029 -0.0018260834710712636 leaf_weight=3.8135569654405144 26.688584890216589 266.15738220326602 14.930503736715762 leaf_count=23 428 2005 427 internal_value=0 0.000120629 -0.00140734 internal_weight=0 292.846 18.7441 internal_count=2883 2433 450 is_linear=0 shrinkage=0.00164282 Tree=2199 num_leaves=4 num_cat=0 split_feature=1213 484 0 split_gain=14.8008 15.2838 4.71993 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.12235999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002416620383439765 -0.0011359328008771928 0.00025104143385254777 -0.0019342424914479317 leaf_weight=3.8153983037918833 26.538515418767929 266.13151469780132 14.626342427451162 leaf_count=23 428 2005 427 internal_value=0 0.000125209 -0.00148429 internal_weight=0 292.67 18.4417 internal_count=2883 2433 450 is_linear=0 shrinkage=0.00174338 Tree=2200 num_leaves=4 num_cat=0 split_feature=1 42 15 split_gain=19.1521 17.319 14.7714 threshold=0.077020000000000019 0.091840000000000019 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4715272379416825e-05 8.5546256055261477e-05 -0.00043945838147562035 -0.00022847661627650441 leaf_weight=88.788228211458772 186.9363417737186 18.657501182518899 20.810102249030024 leaf_count=1142 1141 286 230 internal_value=0 -0.000129854 5.40723e-05 internal_weight=0 107.446 207.746 internal_count=2799 1428 1371 is_linear=0 shrinkage=0.000353706 Tree=2201 num_leaves=4 num_cat=0 split_feature=1 42 15 split_gain=17.2607 17.5601 14.256 threshold=0.077020000000000019 0.091840000000000019 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7997398266447118e-05 8.3086149640418394e-05 -0.00043929959190436112 -0.0002281923559266134 leaf_weight=87.08581731421873 184.31685985438526 18.265497445594519 20.430468342732638 leaf_count=1142 1141 286 230 internal_value=0 -0.000124174 5.20072e-05 internal_weight=0 105.351 204.747 internal_count=2799 1428 1371 is_linear=0 shrinkage=0.000353706 Tree=2202 num_leaves=4 num_cat=0 split_feature=1 42 15 split_gain=14.5816 17.7924 14.2834 threshold=0.077020000000000019 0.091840000000000019 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021814853789913695 0.00035660904654951855 -0.0019661518459989963 -0.0010604177399381465 leaf_weight=84.349073161836714 178.56919152662158 17.520110191777349 19.673139654099941 leaf_count=1142 1141 286 230 internal_value=0 -0.000519093 0.000215898 internal_weight=0 101.869 198.242 internal_count=2799 1428 1371 is_linear=0 shrinkage=0.00157903 Tree=2203 num_leaves=4 num_cat=0 split_feature=1 42 16 split_gain=17.5022 17.0909 14.6212 threshold=0.077020000000000019 0.091840000000000019 0.070590000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0506840890665868e-05 9.7371122678072806e-05 -0.00043861191740462123 -0.00014462980134290887 leaf_weight=87.424169865204021 166.83074121922255 18.026165985036641 38.410377688705921 leaf_count=1142 1082 286 289 internal_value=0 -0.00012521 5.2072e-05 internal_weight=0 105.45 205.241 internal_count=2799 1428 1371 is_linear=0 shrinkage=0.000353706 Tree=2204 num_leaves=4 num_cat=0 split_feature=52 1213 12 split_gain=13.7441 14.7818 0.00893941 threshold=-0.51745999999999992 -1.0000000180025095e-35 0.084225000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020434519219288878 -0.0014441173085016374 0.00018057221610020359 -0.0018363299925442493 leaf_weight=3.1414689300581795 17.37384699517861 275.33828979870304 7.388701961375773 leaf_count=46 432 2220 160 internal_value=0 8.40513e-05 -0.00190171 internal_weight=0 292.712 10.5302 internal_count=2858 2652 206 is_linear=0 shrinkage=0.0017092 Tree=2205 num_leaves=4 num_cat=0 split_feature=52 1213 12 split_gain=13.3968 14.2958 0.00709946 threshold=-0.51745999999999992 -1.0000000180025095e-35 0.084225000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018809695817168671 -0.0013226201932661106 0.00016309863794506226 -0.001693633159234288 leaf_weight=3.0829448858275992 17.134983579395339 275.30620939098299 7.2368844989687204 leaf_count=46 432 2220 160 internal_value=0 7.59654e-05 -0.00175297 internal_weight=0 292.441 10.3198 internal_count=2858 2652 206 is_linear=0 shrinkage=0.00157903 Tree=2206 num_leaves=4 num_cat=0 split_feature=52 0 12 split_gain=13.0591 14.0608 0.0053746 threshold=-0.51745999999999992 -0.00189 0.085440000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021441054058719904 -9.1250098944805117e-05 0.00098171312403065136 -0.0019382214190673481 leaf_weight=3.2946172100491804 244.09679197520018 48.079364694654942 6.8186610196717083 leaf_count=54 2417 235 152 internal_value=0 8.53651e-05 -0.00200921 internal_weight=0 292.176 10.1133 internal_count=2858 2652 206 is_linear=0 shrinkage=0.00181381 Tree=2207 num_leaves=4 num_cat=0 split_feature=52 1213 12 split_gain=12.7308 13.7782 0.00375592 threshold=-0.51745999999999992 -1.0000000180025095e-35 0.084225000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021033052339025321 -0.0014760119064235501 0.00017765087975357116 -0.0019010729737213127 leaf_weight=2.9688564701937121 16.892864115536213 275.0733015385922 6.9416106468997896 leaf_count=46 432 2220 160 internal_value=0 8.18814e-05 -0.00196558 internal_weight=0 291.966 9.91047 internal_count=2858 2652 206 is_linear=0 shrinkage=0.00177825 Tree=2208 num_leaves=4 num_cat=0 split_feature=1 454 12 split_gain=13.7932 13.8058 11.8058 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=-7.3325377945610674e-05 0.00033026641021732594 0.00047793218580572012 4.0433449483408072e-05 leaf_weight=194.96848114486784 31.049197497777641 7.4661906436085692 79.025351928547025 leaf_count=2078 259 19 452 internal_value=0 -5.29508e-05 0.000122231 internal_weight=0 202.435 110.075 internal_count=2808 2097 711 is_linear=0 shrinkage=0.00039833 Tree=2209 num_leaves=3 num_cat=0 split_feature=158 1 split_gain=11.6882 11.2756 threshold=0.11015500000000002 0.11584000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.666025613681965e-05 -0.0020516497317743894 0.00083495549143964187 leaf_weight=239.75012011546642 7.5675266522448501 50.072870258241892 leaf_count=2312 124 372 internal_value=0 9.74295e-05 internal_weight=0 289.823 internal_count=2808 2684 is_linear=0 shrinkage=0.0017092 Tree=2210 num_leaves=4 num_cat=0 split_feature=484 11 49 split_gain=11.6522 11.1282 7.4422 threshold=-0.0048899999999999994 0.088160000000000002 -0.066534999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087384315838788355 0.00023529086545905333 -0.0014011535376061623 -0.0015644896424225907 leaf_weight=4.874409785494211 257.46422005374916 13.828147197142242 20.797566705616191 leaf_count=23 2271 107 407 internal_value=0 0.000151786 -0.00110121 internal_weight=0 271.292 25.672 internal_count=2808 2378 430 is_linear=0 shrinkage=0.00177825 Tree=2211 num_leaves=4 num_cat=0 split_feature=1 4 12 split_gain=13.3135 13.4626 11.389 threshold=0.10100500000000003 -0.076329999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0227674877662195e-05 0.00026881484885752185 -0.00010597517738090187 3.3531567745391005e-05 leaf_weight=72.372869651531801 30.483083833940327 128.45083482260816 78.537127755582333 leaf_count=848 259 1249 452 internal_value=0 -4.24745e-05 9.93546e-05 internal_weight=0 200.824 109.02 internal_count=2808 2097 711 is_linear=0 shrinkage=0.000326769 Tree=2212 num_leaves=4 num_cat=0 split_feature=2 9 11 split_gain=16.5296 17.0497 12.6563 threshold=0.088495000000000004 -1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020105539862484488 0.00051539986010776825 -0.00085851332109114107 -0.0019764284695466326 leaf_weight=9.7916822629049403 170.14041518000886 107.74779029935598 9.3150413464754802 leaf_count=87 1335 1353 76 internal_value=0 -0.000619217 0.000385859 internal_weight=0 117.539 179.455 internal_count=2851 1440 1411 is_linear=0 shrinkage=0.0020835 Tree=2213 num_leaves=4 num_cat=0 split_feature=2 9 11 split_gain=15.8435 16.4587 12.1175 threshold=0.088495000000000004 -1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017747984059902843 0.00044765579204254042 -0.00074770892687840576 -0.001719898888646188 leaf_weight=9.6307119876146299 170.04298012703657 107.39593122736551 9.2926674112677556 leaf_count=87 1335 1353 76 internal_value=0 -0.000539863 0.000335168 internal_weight=0 117.027 179.336 internal_count=2851 1440 1411 is_linear=0 shrinkage=0.00185009 Tree=2214 num_leaves=4 num_cat=0 split_feature=2 9 457 split_gain=15.1851 15.8882 11.3753 threshold=0.088495000000000004 -1.0000000180025095e-35 0.088175000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017995348349670029 0.00014885866291861624 -0.00074797807758030053 0.0015525155265759072 leaf_weight=9.4728925628587586 155.5463322266005 107.0526374571491 23.673576656728983 leaf_count=87 1297 1353 114 internal_value=0 -0.000540618 0.000334417 internal_weight=0 116.526 179.22 internal_count=2851 1440 1411 is_linear=0 shrinkage=0.00188709 Tree=2215 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=14.5553 15.48 11.6077 threshold=0.088495000000000004 0.23993500000000004 0.08184000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056951365552870457 0.00033029952392274844 0.00089228853178304347 -0.00098460294311532499 leaf_weight=100.92369711352512 165.91640228172764 15.11216922663152 13.142485233023761 leaf_count=1319 1301 121 110 internal_value=0 -0.000379017 0.000233694 internal_weight=0 116.036 179.059 internal_count=2851 1440 1411 is_linear=0 shrinkage=0.00134769 Tree=2216 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=14.6526 16.4491 2.1315 threshold=-0.24921999999999997 -0.10072999999999999 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012396928701222088 0.00010747667094355051 -8.0047835722206134e-05 0.00031036060562317523 leaf_weight=13.452832847833635 72.257559788413346 214.54617992253043 15.07448774948716 leaf_count=84 412 2284 63 internal_value=0 -3.27988e-05 0.000222604 internal_weight=0 286.804 28.5273 internal_count=2843 2696 147 is_linear=0 shrinkage=0.000339971 Tree=2217 num_leaves=4 num_cat=0 split_feature=13 3 15 split_gain=12.4079 14.7629 1.28723 threshold=-0.24921999999999997 -0.10072999999999999 -0.044164999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013864134289861302 0.00010641184728467105 -7.5963650451747983e-05 0.00028867223140599161 leaf_weight=13.899903243407609 71.305179567076266 212.05470743705519 13.724077142775057 leaf_count=98 412 2284 49 internal_value=0 -3.00663e-05 0.000213327 internal_weight=0 283.36 27.624 internal_count=2843 2696 147 is_linear=0 shrinkage=0.00034677 Tree=2218 num_leaves=4 num_cat=0 split_feature=13 457 0 split_gain=14.0647 12.2023 2.94149 threshold=-0.24921999999999997 0.069705000000000003 -0.10836499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010095418377443788 -6.8660234036144058e-05 0.00013244041513736386 0.00033948656746641181 leaf_weight=12.329351902008058 236.74108556378633 49.364083150401711 16.248134378343821 leaf_count=82 2458 238 65 internal_value=0 -3.39562e-05 0.000236711 internal_weight=0 286.105 28.5775 internal_count=2843 2696 147 is_linear=0 shrinkage=0.000367995 Tree=2219 num_leaves=4 num_cat=0 split_feature=13 3 0 split_gain=13.5314 15.7447 2.03147 threshold=-0.24921999999999997 -0.10072999999999999 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011513189471688631 0.00010251721853365245 -7.3700454643200558e-05 0.00029099974786170454 leaf_weight=13.373720243573191 72.296018039807677 215.40182361588813 14.821891212835906 leaf_count=84 412 2284 63 internal_value=0 -2.94146e-05 0.000207717 internal_weight=0 287.698 28.1956 internal_count=2843 2696 147 is_linear=0 shrinkage=0.000326769 Tree=2220 num_leaves=4 num_cat=0 split_feature=3 39 2 split_gain=14.3947 19.1172 1.89014 threshold=0.15360000000000004 0.0047850000000000011 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5890270338179042e-05 0.00036103631436568145 0.00018061095144688617 0.00015986892291220745 leaf_weight=239.50108775589615 12.687048852443697 49.378307421691716 11.759507920593022 leaf_count=2409 56 309 86 internal_value=0 -2.37465e-05 0.000264469 internal_weight=0 288.879 24.4466 internal_count=2860 2718 142 is_linear=0 shrinkage=0.00036078 Tree=2221 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=13.3858 15.7892 1.89484 threshold=0.15360000000000004 -0.10600999999999998 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014018068294040613 0.00036373173256529353 -6.7639889675016147e-05 0.00015621707661916565 leaf_weight=63.624829901382327 12.506053347140552 222.86870719003491 11.460724303498862 leaf_count=366 56 2352 86 internal_value=0 -2.14806e-05 0.000264703 internal_weight=0 286.494 23.9668 internal_count=2860 2718 142 is_linear=0 shrinkage=0.000367995 Tree=2222 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=12.2426 15.4738 8.3782 threshold=0.082870000000000013 0.12313000000000002 -0.047179999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002970683393668108 0.0012419479604546132 0.0009815391607390896 -0.00026106267120687296 leaf_weight=221.85518607124686 33.470838367938995 30.174996364861727 15.104954671114681 leaf_count=2390 146 235 89 internal_value=0 -0.000143921 0.000774658 internal_weight=0 252.03 48.5758 internal_count=2860 2625 235 is_linear=0 shrinkage=0.00167568 Tree=2223 num_leaves=4 num_cat=0 split_feature=3 39 2 split_gain=12.0168 15.6814 2.06881 threshold=0.15360000000000004 0.0047850000000000011 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026646490098838124 0.0016165709402199732 0.00077506958276317927 0.00062495333297688828 leaf_weight=230.26889621117152 12.054444285109641 46.952621065080166 10.792435446754096 leaf_count=2409 56 309 86 internal_value=0 -9.00204e-05 0.00114906 internal_weight=0 277.222 22.8469 internal_count=2860 2718 142 is_linear=0 shrinkage=0.00164282 Tree=2224 num_leaves=4 num_cat=0 split_feature=159 15 160 split_gain=13.2187 15.2728 8.43945 threshold=-0.032069999999999994 -0.24436499999999997 0.032485000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038623987920470803 0.00034650334021136891 -8.3606498173158855e-06 0.00021947987683591886 leaf_weight=20.375366040039811 19.83383715711534 270.62599541735835 4.2236601160839191 leaf_count=355 191 2266 44 internal_value=0 1.58922e-05 -0.000282148 internal_weight=0 290.46 24.599 internal_count=2856 2457 399 is_linear=0 shrinkage=0.00039052 Tree=2225 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=15.2246 20.2419 19.297 threshold=1.0000000180025095e-35 -0.14236999999999997 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018553251824689491 0.00010587945388108562 -0.00020663298599002855 -0.00019152224864941696 leaf_weight=23.706759233027697 170.64600054267794 84.919759276788682 37.473310748115182 leaf_count=69 1113 1378 296 internal_value=0 -0.000121029 5.23176e-05 internal_weight=0 108.627 208.119 internal_count=2856 1447 1409 is_linear=0 shrinkage=0.000375355 Tree=2226 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=14.8324 21.2365 19.6766 threshold=1.0000000180025095e-35 -0.14236999999999997 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018678678100913091 0.00010257004521273547 -0.0001980263898529784 -0.00018849401708222446 leaf_weight=23.904528450220823 170.42935225740075 84.965306553291157 36.73116871714592 leaf_count=69 1113 1378 296 internal_value=0 -0.000113515 5.09495e-05 internal_weight=0 108.87 207.161 internal_count=2856 1447 1409 is_linear=0 shrinkage=0.00036078 Tree=2227 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=16.4703 22.2269 20.4594 threshold=1.0000000180025095e-35 -0.14236999999999997 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019962876531874339 0.00011293983498488771 -0.00021654397709931523 -0.00019910966263005913 leaf_weight=24.016430903226137 170.7553351810202 86.563597647473216 37.556975610554218 leaf_count=69 1113 1378 296 internal_value=0 -0.000126138 5.66668e-05 internal_weight=0 110.58 208.312 internal_count=2856 1447 1409 is_linear=0 shrinkage=0.000382862 Tree=2228 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.2717 17.8399 15.1485 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015146963306486864 0.00017639977094464833 -0.00011051828450582553 -0.00010925489628738357 leaf_weight=38.738171969540417 78.929941481910646 161.45943600102328 31.110070751979947 leaf_count=194 537 1943 185 internal_value=0 -5.98141e-05 9.56357e-05 internal_weight=0 200.198 110.04 internal_count=2859 2137 722 is_linear=0 shrinkage=0.00034677 Tree=2229 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.2827 17.5496 15.5333 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014510627086071403 0.00017205141343752496 -0.00010925946160571779 -0.00011136326466621143 leaf_weight=38.848359826952219 79.247713565826416 162.0914828281384 31.113721532747149 leaf_count=194 537 1943 185 internal_value=0 -6.0073e-05 9.21441e-05 internal_weight=0 200.94 110.361 internal_count=2859 2137 722 is_linear=0 shrinkage=0.000339971 Tree=2230 num_leaves=3 num_cat=0 split_feature=484 1 split_gain=13.4868 14.7472 threshold=0.11563500000000002 0.11584000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015679367552610165 -0.0024244565102420545 0.00089628918452385852 leaf_weight=240.50640014046803 7.2525747348554424 50.940225752070546 leaf_count=2352 118 389 internal_value=0 2.73151e-05 internal_weight=0 291.447 internal_count=2859 2741 is_linear=0 shrinkage=0.00177825 Tree=2231 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.0927 18.1949 15.3068 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015923756840318821 0.00018201679921040813 -0.00011575634783814035 -0.00011641805172872361 leaf_weight=38.785762692801654 79.181222457438707 162.31684465752915 31.16068983823061 leaf_count=194 537 1943 185 internal_value=0 -6.27094e-05 9.77329e-05 internal_weight=0 201.103 110.342 internal_count=2859 2137 722 is_linear=0 shrinkage=0.00036078 Tree=2232 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=17.0306 18.5508 13.8136 threshold=0.13736000000000001 0.092355000000000007 -0.10131499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8242651455334362e-05 1.4817621303913508e-05 -0.00028192595912619311 0.0003480604956414796 leaf_weight=184.16979810735211 52.875138215720654 49.635629722382873 27.813119592145085 leaf_count=1628 265 732 212 internal_value=0 -7.42396e-05 0.000129741 internal_weight=0 233.805 80.6883 internal_count=2837 2360 477 is_linear=0 shrinkage=0.000382862 Tree=2233 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=16.5568 17.8756 13.5387 threshold=0.13736000000000001 0.092355000000000007 -0.10131499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7507787023984659e-05 1.3242427910859969e-05 -0.00025773705157435786 0.00031998672871978251 leaf_weight=182.98771192552522 52.597594145685434 49.145454418146983 27.350478092208505 leaf_count=1628 265 732 212 internal_value=0 -6.83843e-05 0.000118232 internal_weight=0 232.133 79.9481 internal_count=2837 2360 477 is_linear=0 shrinkage=0.000353706 Tree=2234 num_leaves=4 num_cat=0 split_feature=4 12 0 split_gain=16.1951 18.0757 13.0134 threshold=0.13736000000000001 0.092355000000000007 -0.10131499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5761246073476066e-05 1.7193710612124407e-05 -0.00026786304578225512 0.00033283341151253503 leaf_weight=182.57828797330149 52.264722330495715 48.79353031842038 26.720193593762815 leaf_count=1628 265 732 212 internal_value=0 -6.89442e-05 0.000124028 internal_weight=0 231.372 78.9849 internal_count=2837 2360 477 is_linear=0 shrinkage=0.000367995 Tree=2235 num_leaves=4 num_cat=0 split_feature=160 4 133 split_gain=14.3597 13.1398 0.180817 threshold=-0.25833999999999996 0.13736000000000001 0.047515000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027847391489416481 -0.00030537961615737262 0.00080141963051024736 -0.0021390273939353851 leaf_weight=7.8837212568614614 211.77290308848023 73.465195224620402 3.6611425941810012 leaf_count=141 2134 460 102 internal_value=0 -2.02807e-05 -0.00258384 internal_weight=0 285.238 11.5449 internal_count=2837 2594 243 is_linear=0 shrinkage=0.00225525 Tree=2236 num_leaves=3 num_cat=0 split_feature=51 123 split_gain=13.2025 12.7672 threshold=-0.40775499999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0023661509320787037 -0.00010821936063367843 0.00098492011212357781 leaf_weight=6.6487798104062668 258.89227866264991 33.913223652169108 leaf_count=102 2524 249 internal_value=0 1.84458e-05 internal_weight=0 292.806 internal_count=2875 2773 is_linear=0 shrinkage=0.00167568 Tree=2237 num_leaves=4 num_cat=0 split_feature=123 48 43 split_gain=15.8661 12.12 5.90932 threshold=1.0000000180025095e-35 0.11978500000000002 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0732412012665177e-05 0.00031336981066628641 -0.00034934459099923606 -1.0002090540747778e-05 leaf_weight=261.75743574113585 25.818894564174116 16.117314776405692 10.871549663133917 leaf_count=2530 191 94 60 internal_value=0 -3.98153e-05 0.000217598 internal_weight=0 277.875 36.6904 internal_count=2875 2624 251 is_linear=0 shrinkage=0.000367995 Tree=2238 num_leaves=4 num_cat=0 split_feature=123 50 3 split_gain=14.9831 13.0425 5.65591 threshold=1.0000000180025095e-35 0.10124500000000002 -0.0087849999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7366440956676629e-05 0.0003842014113380742 -0.00036570755751151601 7.4457963931795585e-05 leaf_weight=257.90547965606675 17.865459964610636 17.485817659413442 18.101432463154197 leaf_count=2312 125 312 126 internal_value=0 -3.9508e-05 0.000228436 internal_weight=0 275.391 35.9669 internal_count=2875 2624 251 is_linear=0 shrinkage=0.00039052 Tree=2239 num_leaves=3 num_cat=0 split_feature=51 123 split_gain=12.8738 12.3746 threshold=-0.40775499999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0025008852477861436 -0.00011290029040409488 0.0010321052019395644 leaf_weight=6.535890592262148 259.26395059353672 33.710619532503188 leaf_count=102 2524 249 internal_value=0 1.89065e-05 internal_weight=0 292.975 internal_count=2875 2773 is_linear=0 shrinkage=0.00177825 Tree=2240 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=13.6554 19.3311 12.2196 threshold=-0.095244999999999982 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023485079851360107 -6.6899968430202049e-05 0.00018020977618054724 -0.00013407135266178233 leaf_weight=50.502703163772821 212.3042208107654 46.365538081154227 13.716688314452766 leaf_count=285 2218 289 90 internal_value=0 -2.25965e-05 0.000156036 internal_weight=0 258.67 64.2194 internal_count=2882 2507 375 is_linear=0 shrinkage=0.00034677 Tree=2241 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=11.4535 15.2808 threshold=0.14816000000000004 0.11978500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.3203993325633725e-05 0.001395116290626259 -0.001615526247470106 leaf_weight=274.59202578291297 16.652193048968911 15.057048531249164 leaf_count=2666 123 93 internal_value=0 -5.20304e-06 internal_weight=0 289.649 internal_count=2882 2759 is_linear=0 shrinkage=0.00164282 Tree=2242 num_leaves=3 num_cat=0 split_feature=1186 42 split_gain=11.2686 14.6624 threshold=0.083980000000000013 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00094805061232258584 0.0016096114539267976 0.00016704053427924858 leaf_weight=43.869213614845648 14.402261242270468 247.92173120658845 leaf_count=731 81 2070 internal_value=0 -6.58529e-07 internal_weight=0 291.791 internal_count=2882 2801 is_linear=0 shrinkage=0.00177825 Tree=2243 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=11.1269 14.6079 threshold=0.14816000000000004 0.11978500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.5245137899242618e-05 0.0013020065961934332 -0.0014876747275432577 leaf_weight=274.4250402583275 16.443867074325681 15.102149764075874 leaf_count=2666 123 93 internal_value=0 -6.37169e-06 internal_weight=0 289.527 internal_count=2882 2759 is_linear=0 shrinkage=0.00154807 Tree=2244 num_leaves=4 num_cat=0 split_feature=159 1456 16 split_gain=13.0768 13.9922 10.4633 threshold=-0.032069999999999994 -1.0000000180025095e-35 -0.34687499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001041570869061864 -0.0019148570738847413 0.00014968092950621686 -0.0017570437107372479 leaf_weight=4.2991945352405336 8.7761331684887391 267.98709938838147 17.620750608388335 leaf_count=21 188 2294 367 internal_value=0 8.40871e-05 -0.00120772 internal_weight=0 276.763 21.9199 internal_count=2870 2482 388 is_linear=0 shrinkage=0.00161061 Tree=2245 num_leaves=4 num_cat=0 split_feature=4 48 49 split_gain=15.8368 21.3618 8.27303 threshold=0.27150500000000005 0.092825000000000005 0.091200000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9873430402368489e-05 0.0002538628039763139 0.00018380532777032094 -9.7839390935547887e-05 leaf_weight=219.00171003909782 38.349691624753177 44.424798559397459 10.164487596601246 leaf_count=2239 281 289 61 internal_value=0 -3.5396e-05 0.000180166 internal_weight=0 263.427 48.5142 internal_count=2870 2528 342 is_linear=0 shrinkage=0.00034677 Tree=2246 num_leaves=4 num_cat=0 split_feature=159 1456 16 split_gain=12.6407 13.6284 10.1427 threshold=-0.032069999999999994 -1.0000000180025095e-35 -0.34687499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00104107807466109 -0.001947480689904987 0.0001493058196324556 -0.0017750804228170679 leaf_weight=4.2906740009784725 8.6163319637998921 268.20294645288959 17.405593832721934 leaf_count=21 188 2294 367 internal_value=0 8.3911e-05 -0.00121773 internal_weight=0 276.819 21.6963 internal_count=2870 2482 388 is_linear=0 shrinkage=0.00164282 Tree=2247 num_leaves=4 num_cat=0 split_feature=159 1456 16 split_gain=12.2094 13.259 9.82942 threshold=-0.032069999999999994 -1.0000000180025095e-35 -0.34687499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001104446481441691 -0.0021019541549078674 0.00015798964526709126 -0.0019032409744477413 leaf_weight=4.2802050504833486 8.4493029827717674 268.20155425043777 17.180320509476587 leaf_count=21 188 2294 367 internal_value=0 8.88275e-05 -0.00130292 internal_weight=0 276.651 21.4605 internal_count=2870 2482 388 is_linear=0 shrinkage=0.00177825 Tree=2248 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=13.1785 15.0581 threshold=0.51014500000000018 0.090240000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.5042872217397339e-05 0.0019213750368558475 -0.0026038308678023926 leaf_weight=276.87159143644385 10.61105283629149 7.886454712599515 leaf_count=2636 129 50 internal_value=0 -0.000135525 internal_weight=0 284.758 internal_count=2815 2686 is_linear=0 shrinkage=0.00181381 Tree=2249 num_leaves=3 num_cat=0 split_feature=4 376 split_gain=14.0321 13.9986 threshold=0.51014500000000018 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.203366603104307e-05 0.00039041171823310945 0.00024523812222701621 leaf_weight=270.9517112346366 11.222940772771834 23.277099097147584 leaf_count=2564 129 122 internal_value=0 -2.85014e-05 internal_weight=0 294.229 internal_count=2815 2686 is_linear=0 shrinkage=0.000367995 Tree=2250 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=12.8597 14.4428 threshold=0.51014500000000018 0.090240000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.3231152530632511e-05 0.0022042719550575567 -0.0029345123947193386 leaf_weight=277.02659517573193 10.400365022011099 7.8566923197358838 leaf_count=2636 129 50 internal_value=0 -0.000152333 internal_weight=0 284.883 internal_count=2815 2686 is_linear=0 shrinkage=0.0020835 Tree=2251 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=12.5341 13.8659 threshold=0.51014500000000018 0.090240000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2326598391847818e-05 0.0019165222074651726 -0.0025078459844939333 leaf_weight=277.00777366617694 10.182458519004284 7.8245960380882016 leaf_count=2636 129 50 internal_value=0 -0.000129671 internal_weight=0 284.832 internal_count=2815 2686 is_linear=0 shrinkage=0.00181381 Tree=2252 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=17.7972 25.8931 17.9709 threshold=0.077800000000000022 -0.082084999999999977 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013271593787546614 0.00010379048056761343 -0.00024795076886950006 -0.0001780621706009288 leaf_weight=34.075230517890304 168.34791914699599 73.181718718726188 35.667660060338676 leaf_count=383 1093 1091 301 internal_value=0 -0.000127012 5.45027e-05 internal_weight=0 107.257 204.016 internal_count=2868 1474 1394 is_linear=0 shrinkage=0.00036078 Tree=2253 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=14.8803 22.6751 12.0105 threshold=-0.10072999999999999 -0.055119999999999995 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012263448553512112 -0.0010287205172684307 0.0001897355127675448 -0.00049457011928563601 leaf_weight=48.851087872870266 88.433065203716978 141.22350918641314 20.487802033312619 leaf_count=257 1665 790 156 internal_value=0 -0.000279498 0.000717864 internal_weight=0 229.657 69.3389 internal_count=2868 2455 413 is_linear=0 shrinkage=0.00188709 Tree=2254 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=18.9973 25.484 18.6658 threshold=0.077800000000000022 -0.059114999999999994 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023868837146605255 9.0677500949767588e-05 0.00013534789312878273 -0.0002670291711698616 leaf_weight=76.091082814382389 187.41088678687811 32.514122294262052 20.200871200300753 leaf_count=1327 1146 147 248 internal_value=0 -0.000126706 5.58509e-05 internal_weight=0 108.605 207.612 internal_count=2868 1474 1394 is_linear=0 shrinkage=0.000353706 Tree=2255 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=18.6212 24.6792 18.4838 threshold=0.077800000000000022 -0.082084999999999977 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011325745816429477 8.3917521635478034e-05 -0.00022959672729448241 -0.00025333945988321495 leaf_weight=34.212685346370563 184.70832693018019 73.197427069535479 19.989939013496041 leaf_count=383 1146 1091 248 internal_value=0 -0.000120389 5.09619e-05 internal_weight=0 107.41 204.698 internal_count=2868 1474 1394 is_linear=0 shrinkage=0.000333305 Tree=2256 num_leaves=4 num_cat=0 split_feature=12 49 15 split_gain=17.7233 25.4821 15.7532 threshold=0.083785000000000012 -0.21083999999999997 0.079600000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010838181104945361 0.00044810433202468282 -0.0001238883152580925 -0.00026746844482620509 leaf_weight=147.50024918559939 9.6044830810278636 139.44976085610688 14.104916052427141 leaf_count=778 31 1908 123 internal_value=0 -8.69786e-05 7.55498e-05 internal_weight=0 149.054 161.605 internal_count=2840 1939 901 is_linear=0 shrinkage=0.000339971 Tree=2257 num_leaves=4 num_cat=0 split_feature=12 13 48 split_gain=17.6929 21.8233 12.7461 threshold=1.0000000180025095e-35 -0.095244999999999982 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016724868997778638 0.00014164112157241248 -0.00015938345596215627 -6.0600331455415824e-05 leaf_weight=94.866066750138998 42.029349216260016 123.17830556468107 48.17393833771348 leaf_count=521 227 1853 239 internal_value=0 -8.27943e-05 9.05144e-05 internal_weight=0 165.208 143.04 internal_count=2840 2080 760 is_linear=0 shrinkage=0.00036078 Tree=2258 num_leaves=4 num_cat=0 split_feature=12 49 49 split_gain=13.6057 24.0023 14.1919 threshold=0.083785000000000012 -0.21083999999999997 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001526367502461006 0.0028611227087388183 -0.00074017872419107611 0.00064361651345115048 leaf_weight=15.737240042537449 9.2880653906613571 132.50181928626262 139.9818502725102 leaf_count=88 31 1908 813 internal_value=0 -0.000503919 0.000424154 internal_weight=0 141.79 155.719 internal_count=2840 1939 901 is_linear=0 shrinkage=0.00216767 Tree=2259 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=13.6108 14.9082 2.33681 threshold=-0.24436499999999997 -0.19415499999999999 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073993243628118978 -0.0024928790810269316 -4.9670451585320466e-05 0.0019221361787016996 leaf_weight=10.638265024870636 8.4590433333069068 266.29110952699557 11.457008598372338 leaf_count=96 80 2527 137 internal_value=0 -0.00012506 0.00135407 internal_weight=0 274.75 22.0953 internal_count=2840 2607 233 is_linear=0 shrinkage=0.00181381 Tree=2260 num_leaves=4 num_cat=0 split_feature=484 133 49 split_gain=13.8044 12.7734 6.62183 threshold=-0.0048899999999999994 0.18829500000000002 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00096340175857778567 0.00019755651108566006 -0.0019499572286155093 -0.0018192422412566843 leaf_weight=3.5849943775683668 261.99846265255474 10.229990421328692 19.828386714216322 leaf_count=25 2153 261 430 internal_value=0 0.000116725 -0.00139273 internal_weight=0 272.228 23.4134 internal_count=2869 2414 455 is_linear=0 shrinkage=0.00188709 Tree=2261 num_leaves=4 num_cat=0 split_feature=484 133 49 split_gain=13.3328 12.4052 6.42405 threshold=-0.0048899999999999994 0.18829500000000002 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00087115290237094797 0.0001784298219337976 -0.0017940602133774395 -0.0016646248826528906 leaf_weight=3.5810042936354902 261.98185061733238 10.043963100761173 19.573894699336961 leaf_count=25 2153 261 430 internal_value=0 0.000105479 -0.00127206 internal_weight=0 272.026 23.1549 internal_count=2869 2414 455 is_linear=0 shrinkage=0.00174338 Tree=2262 num_leaves=4 num_cat=0 split_feature=484 133 49 split_gain=12.8757 12.0473 6.23143 threshold=-0.0048899999999999994 0.18829500000000002 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085263479691174136 0.00017443885581365617 -0.00178652708543482 -0.0016484600502788304 leaf_weight=3.5771741345524815 261.96584691293538 9.8622206109575909 19.325511428527534 leaf_count=25 2153 261 430 internal_value=0 0.000103172 -0.00125743 internal_weight=0 271.828 22.9027 internal_count=2869 2414 455 is_linear=0 shrinkage=0.00174338 Tree=2263 num_leaves=4 num_cat=0 split_feature=484 133 49 split_gain=13.0829 12.405 6.28125 threshold=-0.0048899999999999994 0.18829500000000002 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017876377968945088 3.5357488236932844e-05 -0.00038150096997275858 -0.00035124861052165273 leaf_weight=3.7186781074851778 272.57337541528977 10.424134921282528 20.227002649800852 leaf_count=25 2153 261 430 internal_value=0 1.99779e-05 -0.000268863 internal_weight=0 282.998 23.9457 internal_count=2869 2414 455 is_linear=0 shrinkage=0.000375355 Tree=2264 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=16.3247 17.3913 8.81091 threshold=0.10100500000000003 -0.11327499999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016265060590858239 5.8805375402493783e-05 -9.3345476971487963e-05 0.00027481760170017141 leaf_weight=39.497141629457474 78.690535717643797 165.82105841860175 31.905360444448888 leaf_count=185 490 1958 241 internal_value=0 -4.40889e-05 0.000121159 internal_weight=0 205.318 110.596 internal_count=2874 2143 731 is_linear=0 shrinkage=0.00034677 Tree=2265 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=12.8764 12.7772 threshold=0.078275000000000025 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00087186072697447001 -0.0019706726997897402 -3.7071397275251607e-05 leaf_weight=62.176660516299307 9.2606625724583846 228.8548829050269 leaf_count=335 89 2450 internal_value=0 0.000157159 internal_weight=0 291.032 internal_count=2874 2785 is_linear=0 shrinkage=0.00177825 Tree=2266 num_leaves=4 num_cat=0 split_feature=484 1213 40 split_gain=13.1739 12.4716 9.75525 threshold=-0.0048899999999999994 -0.082704999999999987 -0.0099849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027792478008399483 -0.00041033227640818216 5.4615985947743863e-05 -0.0003436171824872908 leaf_weight=4.2542425058782127 8.3556119555141759 276.40024600923061 21.331084985984489 leaf_count=19 251 2185 419 internal_value=0 4.09464e-05 -0.000240139 internal_weight=0 284.756 25.5853 internal_count=2874 2436 438 is_linear=0 shrinkage=0.000375355 Tree=2267 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=15.5602 16.9212 8.58546 threshold=0.10100500000000003 -0.15490999999999996 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028770385761241033 6.5146051916868173e-05 -8.2090994249238273e-05 0.00030157358700126944 leaf_weight=20.102785172872245 78.577983577735722 184.00147839915007 31.544793688692153 leaf_count=87 490 2056 241 internal_value=0 -4.56454e-05 0.000132912 internal_weight=0 204.104 110.123 internal_count=2874 2143 731 is_linear=0 shrinkage=0.000382862 Tree=2268 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=11.236 13.5392 2.48363 threshold=1.0000000180025095e-35 -0.49096999999999996 0.093190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020694301010657497 0.00056910902467203757 -3.7414594709893193e-05 0.0019073356249069025 leaf_weight=15.063972432166336 10.730050675570967 252.8644002857618 13.761977100744842 leaf_count=145 30 2523 117 internal_value=0 -0.000151802 0.00132195 internal_weight=0 267.928 24.492 internal_count=2815 2668 147 is_linear=0 shrinkage=0.0020835 Tree=2269 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=10.8311 13.0969 2.46101 threshold=1.0000000180025095e-35 -0.49096999999999996 0.093190000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018525635168894264 0.00050462931562287076 -3.3128643252110206e-05 0.0017157707195614414 leaf_weight=14.9013265222311 10.715087093412878 252.85601554508321 13.548083830624817 leaf_count=145 30 2523 117 internal_value=0 -0.000134509 0.00118172 internal_weight=0 267.757 24.2632 internal_count=2815 2668 147 is_linear=0 shrinkage=0.00188709 Tree=2270 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=13.8333 22.7883 18.384 threshold=0.0047850000000000011 0.11978500000000002 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6255538928777831e-05 -0.00020257847621748152 -0.0005139958821666576 0.00030118156930282458 leaf_weight=240.44035656726919 13.844137893058358 13.678899675607679 38.706083207391202 leaf_count=2400 68 80 267 internal_value=0 -4.30848e-05 0.000168443 internal_weight=0 254.119 52.5502 internal_count=2815 2480 335 is_linear=0 shrinkage=0.000375355 Tree=2271 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=13.0952 23.3424 17.9018 threshold=0.0047850000000000011 0.11978500000000002 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3885510098131825e-05 -0.00020552948308549495 -0.00052921201004726265 0.00030430954623120811 leaf_weight=238.3814707051497 13.710441424511371 13.601641431450842 38.148033297620714 leaf_count=2400 68 80 267 internal_value=0 -4.174e-05 0.000169491 internal_weight=0 251.983 51.8585 internal_count=2815 2480 335 is_linear=0 shrinkage=0.000382862 Tree=2272 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=12.6805 19.5515 16.067 threshold=-0.049384999999999991 -0.0061599999999999997 -0.14920999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016511511510347108 -0.0021563789333688653 -0.00020029043048992151 0.00063753930581685189 leaf_weight=12.253825270570813 20.524601152632385 159.31675652996637 99.340295950416476 leaf_count=62 224 1710 805 internal_value=0 -0.000423736 0.000385985 internal_weight=0 179.841 111.594 internal_count=2801 1934 867 is_linear=0 shrinkage=0.00188709 Tree=2273 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=14.2425 15.6087 8.26987 threshold=0.10384000000000002 -0.11516999999999998 0.084695000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011735085714201791 0.00015267206276744374 -0.00011847074548658724 -5.7704515083318928e-05 leaf_weight=40.384261278435588 67.140333463437855 164.61874636355788 31.821163946762681 leaf_count=200 478 1951 172 internal_value=0 -7.20088e-05 8.50272e-05 internal_weight=0 205.003 98.9615 internal_count=2801 2151 650 is_linear=0 shrinkage=0.000339971 Tree=2274 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=12.1295 18.9743 15.3294 threshold=-0.049384999999999991 -0.0061599999999999997 -0.14920999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014301843616924591 -0.0018929555934836745 -0.00017386711608939094 0.00055314785529047075 leaf_weight=12.277617171406744 20.308465263107792 159.42700406396762 99.386415214044973 leaf_count=62 224 1710 805 internal_value=0 -0.000368289 0.00033487 internal_weight=0 179.735 111.664 internal_count=2801 1934 867 is_linear=0 shrinkage=0.00167568 Tree=2275 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=11.6036 18.4047 14.6396 threshold=-0.049384999999999991 -0.0061599999999999997 -0.14920999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018059332149592232 -0.0024209520378196815 -0.00021990368372424535 0.00069970497166446481 leaf_weight=12.296000475995241 20.083609945839271 159.40399325522594 99.358955673407763 leaf_count=62 224 1710 805 internal_value=0 -0.000466419 0.00042351 internal_weight=0 179.488 111.655 internal_count=2801 1934 867 is_linear=0 shrinkage=0.00216767 Tree=2276 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=15.1716 11.3134 threshold=0.28833000000000003 0.088055000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.0320161687810297e-05 0.00035901202012310433 0.00020194399063326626 leaf_weight=259.45201816852205 16.11558205448091 30.313990373164415 leaf_count=2588 124 139 internal_value=0 -1.4964e-05 internal_weight=0 289.766 internal_count=2851 2727 is_linear=0 shrinkage=0.000375355 Tree=2277 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=14.9218 11.5514 threshold=0.28833000000000003 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4157536697210678e-07 0.00036566391822158878 -0.00041220834589290254 leaf_weight=277.46633608033881 15.959805401042102 10.299612163566051 leaf_count=2447 124 280 internal_value=0 -1.44506e-05 internal_weight=0 287.766 internal_count=2851 2727 is_linear=0 shrinkage=0.000382862 Tree=2278 num_leaves=3 num_cat=0 split_feature=1365 0 split_gain=13.7609 14.6072 threshold=1.0000000180025095e-35 -0.13653999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00080168728493527311 -0.0025563795038386489 -0.00017110124882420701 leaf_weight=79.134485183283687 7.4005323844030491 206.07740601967089 leaf_count=374 58 2419 internal_value=0 9.88429e-05 internal_weight=0 285.212 internal_count=2851 2793 is_linear=0 shrinkage=0.00192483 Tree=2279 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=15.1897 12.3069 threshold=0.28833000000000003 -0.14075499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010319898822188574 0.00033120938971415071 -5.8142716850960055e-05 leaf_weight=77.640672795474529 16.074115240946412 212.1548269034829 leaf_count=336 124 2391 internal_value=0 -1.49128e-05 internal_weight=0 289.795 internal_count=2851 2727 is_linear=0 shrinkage=0.00034677 Tree=2280 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=15.1094 9.7811 7.63563 threshold=0.10384000000000002 -0.11327499999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052390447234786823 -0.00087677305269674699 -0.00050924757838240902 0.00078683053276541054 leaf_weight=38.892437253147364 10.659553550183771 161.74836926092394 81.803351123817265 leaf_count=208 53 1990 602 internal_value=0 -0.000308949 0.000594901 internal_weight=0 200.641 92.4629 internal_count=2853 2198 655 is_linear=0 shrinkage=0.00185009 Tree=2281 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=14.4805 9.52989 7.48501 threshold=0.10384000000000002 -0.23080499999999995 0.085285000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013637574715546692 0.00029698520115460636 -0.00041973390679173419 0.0015775421704309199 leaf_weight=11.776165522634981 69.852379797957838 188.52791789593175 22.299995340406895 leaf_count=47 446 2151 209 internal_value=0 -0.00031476 0.00060713 internal_weight=0 200.304 92.1524 internal_count=2853 2198 655 is_linear=0 shrinkage=0.00192483 Tree=2282 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=17.0314 10.3356 7.56178 threshold=0.10384000000000002 -0.11327499999999999 0.085285000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.8217771617765639e-05 6.1106763755158219e-05 -9.8299312931438509e-05 0.0002876751056404572 leaf_weight=39.862066263332963 72.85438568238169 166.74441405432299 23.391827116720378 leaf_count=208 446 1990 209 internal_value=0 -6.03783e-05 0.000116218 internal_weight=0 206.606 96.2462 internal_count=2853 2198 655 is_linear=0 shrinkage=0.00034677 Tree=2283 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=17.3903 9.98496 7.55928 threshold=0.10384000000000002 -0.11327499999999999 0.085285000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001043937185186521 6.7974422239280388e-05 -0.00010906692876690787 0.00031769330843984416 leaf_weight=39.755084900185466 72.793094451539218 166.98221738799475 23.494999698363245 leaf_count=208 446 1990 209 internal_value=0 -6.80131e-05 0.000128959 internal_weight=0 206.737 96.2881 internal_count=2853 2198 655 is_linear=0 shrinkage=0.000382862 Tree=2284 num_leaves=4 num_cat=0 split_feature=1 15 39 split_gain=14.5652 20.7519 17.8818 threshold=0.088035000000000016 -0.0063699999999999989 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025530005801449184 7.247733248370529e-06 3.475522502445867e-05 0.00030946189051617867 leaf_weight=60.720450855791569 119.5899190986529 81.216097545344383 35.836055128835142 leaf_count=778 869 921 262 internal_value=0 -8.93481e-05 7.69577e-05 internal_weight=0 141.937 155.426 internal_count=2830 1699 1131 is_linear=0 shrinkage=0.000375355 Tree=2285 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=12.4603 17.3791 16.6726 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=-0.0011825377076599352 -0.0013069783189898585 0.00042341297024642369 0.00016281758428313308 leaf_weight=48.863258342258632 18.040822744369507 167.03314136574045 54.921570031670853 leaf_count=722 160 1217 731 internal_value=0 0.000254619 -0.000470694 internal_weight=0 185.074 103.785 internal_count=2830 1377 1453 is_linear=0 shrinkage=0.00167568 Tree=2286 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=12.1617 13.5122 threshold=-0.51745999999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0019905424360158776 -0.00046620110245932403 0.00036496524236188444 leaf_weight=9.7978064627386612 100.93593194126152 177.43912581307814 leaf_count=203 1366 1261 internal_value=0 6.35816e-05 internal_weight=0 278.375 internal_count=2830 2627 is_linear=0 shrinkage=0.00181381 Tree=2287 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=11.8624 12.9348 threshold=-0.51745999999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0021082255135606801 -0.00048485286385976071 0.00037895799205909473 leaf_weight=9.5991975623182935 100.68664065934718 177.28173989569768 leaf_count=203 1366 1261 internal_value=0 6.60537e-05 internal_weight=0 277.968 internal_count=2830 2627 is_linear=0 shrinkage=0.00192483 Tree=2288 num_leaves=4 num_cat=0 split_feature=3 47 2 split_gain=13.4562 18.6118 1.26938 threshold=0.15360000000000004 0.11896000000000002 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2400508371239009e-05 0.00033360289615361834 -0.00038415999869736208 0.00017590763685136805 leaf_weight=272.2286181494128 12.86080150306225 14.997499771416186 11.895553665235637 leaf_count=2621 55 105 89 internal_value=0 -8.33004e-06 0.000258023 internal_weight=0 287.226 24.7564 internal_count=2870 2726 144 is_linear=0 shrinkage=0.00034677 Tree=2289 num_leaves=4 num_cat=0 split_feature=47 50 13 split_gain=14.0105 17.5915 9.89315 threshold=0.088995000000000005 0.10124500000000002 -0.091984999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042335617672775001 0.00074673172218899257 -0.0020748289854471114 -0.0015049675919225022 leaf_weight=237.59188386728056 11.600458111613987 13.432251532096414 36.51987518556416 leaf_count=2233 58 283 296 internal_value=0 0.000289531 -0.000962065 internal_weight=0 251.024 48.1203 internal_count=2870 2516 354 is_linear=0 shrinkage=0.00212517 Tree=2290 num_leaves=4 num_cat=0 split_feature=47 1 0 split_gain=13.5026 22.1235 10.3782 threshold=0.088995000000000005 0.10100500000000003 -0.040504999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5793294139494098e-05 -0.00025482847934976747 0.00021233844825621292 0.00017348303991315326 leaf_weight=184.95216606254689 39.565497775562108 78.190234526060522 9.9655865803360921 leaf_count=1977 313 539 41 internal_value=0 4.49755e-05 -0.000168619 internal_weight=0 263.142 49.5311 internal_count=2870 2516 354 is_linear=0 shrinkage=0.000375355 Tree=2291 num_leaves=4 num_cat=0 split_feature=47 50 13 split_gain=13.4306 17.0479 12.1652 threshold=0.09252500000000001 0.10124500000000002 -0.091984999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036552779906372804 0.00084574496449645032 -0.001858248158518255 -0.0014811369613992702 leaf_weight=241.31381988013163 11.085614589974282 13.467354833148418 33.27530275285244 leaf_count=2266 53 289 262 internal_value=0 0.000247852 -0.000899545 internal_weight=0 254.781 44.3609 internal_count=2870 2555 315 is_linear=0 shrinkage=0.00192483 Tree=2292 num_leaves=4 num_cat=0 split_feature=42 393 43 split_gain=14.3773 16.0126 13.6532 threshold=-1.0000000180025095e-35 0.08407000000000002 -0.15765999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015238155416849627 0.00177423465628202 0.00087008883739094747 0.00013038473307009838 leaf_weight=36.912500968202949 20.412037676200271 14.369766036979852 223.50339479325339 leaf_count=639 99 129 1968 internal_value=0 -0.000852947 0.000268078 internal_weight=0 51.2823 243.915 internal_count=2835 768 2067 is_linear=0 shrinkage=0.00192483 Tree=2293 num_leaves=4 num_cat=0 split_feature=42 393 43 split_gain=13.804 15.4337 13.1175 threshold=-1.0000000180025095e-35 0.08407000000000002 -0.15765999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001594377941999469 0.0018484452013500213 0.00090327834000016797 0.00013526146757209253 leaf_weight=36.602310213027522 20.326754509471357 14.360073010437189 223.50455230823718 leaf_count=639 99 129 1968 internal_value=0 -0.000890519 0.000278213 internal_weight=0 50.9624 243.831 internal_count=2835 768 2067 is_linear=0 shrinkage=0.00204265 Tree=2294 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=14.2661 16.1673 12.69 threshold=-1.0000000180025095e-35 0.081055000000000016 -0.15765999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026413786358876187 0.00030444119044028872 0.00017326539947524691 2.2436833642630367e-05 leaf_weight=39.531441765604541 20.89748396165669 13.659956084564326 232.26568413386121 leaf_count=634 99 134 1968 internal_value=0 -0.000151788 4.57362e-05 internal_weight=0 53.1914 253.163 internal_count=2835 768 2067 is_linear=0 shrinkage=0.00034677 Tree=2295 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=13.2605 15.3517 12.5927 threshold=-1.0000000180025095e-35 0.081055000000000016 -0.15765999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014759220998211381 0.0017429703857476191 0.00099799649920011605 0.00012703368448693014 leaf_weight=37.70682279439643 20.255269112996757 12.985650429502128 223.67275446327403 leaf_count=634 99 134 1968 internal_value=0 -0.000842053 0.000261344 internal_weight=0 50.6925 243.928 internal_count=2835 768 2067 is_linear=0 shrinkage=0.00196333 Tree=2296 num_leaves=4 num_cat=0 split_feature=52 4 484 split_gain=18.3123 15.9933 9.25227 threshold=0.16377000000000003 -0.50052499999999989 -0.064579999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018968472517134848 0.00040593108607823878 0.00021869905673927792 -0.0023146610020980929 leaf_weight=13.920188175514339 6.198493805248293 263.79787392239086 18.239294840721413 leaf_count=108 57 2441 285 internal_value=0 0.000112537 -0.00162482 internal_weight=0 277.718 24.4378 internal_count=2891 2549 342 is_linear=0 shrinkage=0.00192483 Tree=2297 num_leaves=4 num_cat=0 split_feature=52 4 484 split_gain=18.344 14.8245 9.15131 threshold=0.16377000000000003 -0.50052499999999989 -0.064579999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033852450730854867 7.5971914696449844e-05 4.1475866222736516e-05 -0.00042366687741104118 leaf_weight=14.027451729401944 6.3761840406805304 274.49880553223193 18.878960040863603 leaf_count=108 57 2441 285 internal_value=0 2.298e-05 -0.000297561 internal_weight=0 288.526 25.2551 internal_count=2891 2549 342 is_linear=0 shrinkage=0.00036078 Tree=2298 num_leaves=4 num_cat=0 split_feature=52 4 484 split_gain=17.6478 15.3424 8.99391 threshold=0.16377000000000003 -0.50052499999999989 -0.064579999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022276034136212495 0.00047402918622113134 0.00025556761579194359 -0.0027348037211751813 leaf_weight=13.838486632332204 6.2050936776213375 263.9963890039362 18.041380551410839 leaf_count=108 57 2441 285 internal_value=0 0.00013174 -0.00191388 internal_weight=0 277.835 24.2465 internal_count=2891 2549 342 is_linear=0 shrinkage=0.00230035 Tree=2299 num_leaves=4 num_cat=0 split_feature=52 4 484 split_gain=17.0557 14.6173 8.78797 threshold=0.16377000000000003 -0.50052499999999989 -0.064579999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029984191148004722 6.6111772954339211e-05 3.4732077830147999e-05 -0.00037093787093886563 leaf_weight=14.073828645050524 6.3444813857786384 273.30942883668467 18.383989659370854 leaf_count=108 57 2441 285 internal_value=0 1.83284e-05 -0.000258841 internal_weight=0 287.383 24.7285 internal_count=2891 2549 342 is_linear=0 shrinkage=0.000320362 Tree=2300 num_leaves=4 num_cat=0 split_feature=128 39 2 split_gain=12.7907 12.9382 2.259 threshold=0.085185000000000025 0.0047850000000000011 0.090205000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0901687597798467e-05 -0.00047472147349992704 0.00018038497047502121 -0.00015157329094219474 leaf_weight=245.47731225541793 7.7334805889986438 47.697189685888588 4.1954649416729808 leaf_count=2355 147 311 55 internal_value=0 1.18557e-05 -0.000361493 internal_weight=0 293.175 11.9289 internal_count=2868 2666 202 is_linear=0 shrinkage=0.000353706 Tree=2301 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=12.9072 13.4683 threshold=0.077685000000000018 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016462598327991778 -0.00046260548570527379 -3.1991406249061903e-05 leaf_weight=65.519727198407054 8.6468159407377225 231.28684324771166 leaf_count=344 93 2431 internal_value=0 1.14195e-05 internal_weight=0 296.807 internal_count=2868 2775 is_linear=0 shrinkage=0.000382862 Tree=2302 num_leaves=4 num_cat=0 split_feature=128 14 2 split_gain=13.0801 12.9465 2.18058 threshold=0.085185000000000025 0.078275000000000025 0.087210000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3467074922609777e-05 -0.00044217006170524587 -0.00039838044209265262 -0.00015444560423511311 leaf_weight=283.78842070349492 7.55493520433083 7.9678164301440111 4.5204930435866117 leaf_count=2581 134 85 68 internal_value=0 1.19212e-05 -0.000334873 internal_weight=0 291.756 12.0754 internal_count=2868 2666 202 is_linear=0 shrinkage=0.000326769 Tree=2303 num_leaves=4 num_cat=0 split_feature=128 14 2 split_gain=13.0965 12.9189 2.14178 threshold=0.085185000000000025 0.078275000000000025 0.087210000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5865194091365061e-05 -0.00049745664100198398 -0.00044974320142337489 -0.00017545524629833731 leaf_weight=284.05753357475623 7.5719669330865127 7.9315090756863347 4.4769241255708039 leaf_count=2581 134 85 68 internal_value=0 1.29173e-05 -0.00037828 internal_weight=0 291.989 12.0489 internal_count=2868 2666 202 is_linear=0 shrinkage=0.000367995 Tree=2304 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=16.7273 25.4995 19.5354 threshold=1.0000000180025095e-35 -0.10028499999999999 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092628771596582778 -0.00132431468271792 -0.0010327928634352253 0.00036479475457102566 leaf_weight=21.235661501064897 18.870067078620195 75.106556381564587 177.49394290754572 leaf_count=70 167 1338 1214 internal_value=0 -0.000600876 0.000202363 internal_weight=0 96.3422 196.364 internal_count=2789 1408 1381 is_linear=0 shrinkage=0.00157903 Tree=2305 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=20.3669 26.733 18.942 threshold=1.0000000180025095e-35 -0.10028499999999999 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022167633922216107 -0.00030526928688810333 -0.00025933993343542301 9.2308144206355825e-05 leaf_weight=21.543247105553746 19.398476181551814 78.962277197279036 184.21437614876777 leaf_count=70 167 1338 1214 internal_value=0 -0.000156212 5.44053e-05 internal_weight=0 100.506 203.613 internal_count=2789 1408 1381 is_linear=0 shrinkage=0.000382862 Tree=2306 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=16.1626 24.6017 18.715 threshold=1.0000000180025095e-35 -0.10028499999999999 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010220391806801707 -0.0014622971225843665 -0.0011489120592767738 0.0004023907354208049 leaf_weight=21.189736030995846 18.807065656408668 74.461384124588221 177.42862789751962 leaf_count=70 167 1338 1214 internal_value=0 -0.00066787 0.000223556 internal_weight=0 95.6511 196.236 internal_count=2789 1408 1381 is_linear=0 shrinkage=0.00177825 Tree=2307 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=18.7077 25.0865 17.9854 threshold=1.0000000180025095e-35 -0.10028499999999999 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001910077929976715 -0.00026559917129463531 -0.00022469764447442369 7.8998002214470474e-05 leaf_weight=21.416231861338019 19.336778888478875 77.253560192184523 183.15441711852327 leaf_count=70 167 1338 1214 internal_value=0 -0.000134449 4.6069e-05 internal_weight=0 98.6698 202.491 internal_count=2789 1408 1381 is_linear=0 shrinkage=0.000339971 Tree=2308 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=13.766 16.2599 threshold=-0.52342999999999995 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00061636627668642965 -5.0914833786284265e-05 0.00023101450160761567 leaf_weight=5.7039926610887042 245.90551188611425 34.131314661353827 leaf_count=47 2474 289 internal_value=0 -1.65395e-05 internal_weight=0 280.037 internal_count=2810 2763 is_linear=0 shrinkage=0.000382862 Tree=2309 num_leaves=4 num_cat=0 split_feature=376 3 2 split_gain=14.4037 15.9111 2.15546 threshold=0.048375000000000008 -0.11327499999999999 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013231636297977067 0.00014582601337437558 -0.00011257347053594294 0.00039940018074512406 leaf_weight=58.198826727457345 10.841898917220535 209.68853201135062 12.339231194928287 leaf_count=317 81 2338 74 internal_value=0 -5.93652e-05 0.00028102 internal_weight=0 267.887 23.1811 internal_count=2810 2655 155 is_linear=0 shrinkage=0.000414422 Tree=2310 num_leaves=4 num_cat=0 split_feature=376 3 2 split_gain=14.8173 15.9597 2.08978 threshold=0.048375000000000008 -0.11327499999999999 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011218063617967964 0.000127737666524337 -9.3042156068134593e-05 0.00033472384656995784 leaf_weight=58.248067265376449 11.049417927861215 209.07526426506229 12.573376026004551 leaf_count=317 81 2338 74 internal_value=0 -4.83206e-05 0.000238089 internal_weight=0 267.323 23.6228 internal_count=2810 2655 155 is_linear=0 shrinkage=0.00034677 Tree=2311 num_leaves=4 num_cat=0 split_feature=376 3 2 split_gain=12.4442 15.1487 2.2401 threshold=0.048375000000000008 -0.11327499999999999 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00068749692465773623 0.00065177917444239652 -0.00056377143138684803 0.0020169033261933375 leaf_weight=55.958496571518481 10.197694970294835 199.20491051650606 11.65469212643802 leaf_count=317 81 2338 74 internal_value=0 -0.000289332 0.00138098 internal_weight=0 255.163 21.8524 internal_count=2810 2655 155 is_linear=0 shrinkage=0.00212517 Tree=2312 num_leaves=4 num_cat=0 split_feature=52 484 16 split_gain=11.3517 12.1982 10.527 threshold=0.18829500000000002 -0.0048899999999999994 0.053035000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014306948712461177 -0.0021679386318494086 0.00025999764646558873 0.00086357154482658266 leaf_weight=17.55882821069099 15.728080471046271 256.25515547278337 6.1237800740636876 leaf_count=365 271 2162 61 internal_value=0 0.000151487 -0.00131837 internal_weight=0 273.814 21.8519 internal_count=2859 2527 332 is_linear=0 shrinkage=0.00196333 Tree=2313 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=12.4105 29.6297 16.5341 threshold=-0.11367499999999998 -0.077944999999999987 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010578296303342418 -0.00018582576616365417 7.6868771438540066e-05 0.00020344861902729582 leaf_weight=30.026076260954142 94.011202701134607 114.486151764635 67.517674391157925 leaf_count=183 1415 983 278 internal_value=0 -4.1586e-05 0.000108258 internal_weight=0 208.497 97.5438 internal_count=2859 2398 461 is_linear=0 shrinkage=0.00034677 Tree=2314 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=12.481 29.3256 15.8074 threshold=-0.11367499999999998 -0.077944999999999987 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010605861386046983 -0.00019839153868063788 8.5138296442853335e-05 0.00022077818211661021 leaf_weight=30.104734431952238 93.399874908383936 114.24114134535193 67.722981521859765 leaf_count=183 1415 983 278 internal_value=0 -4.2404e-05 0.000120199 internal_weight=0 207.641 97.8277 internal_count=2859 2398 461 is_linear=0 shrinkage=0.000375355 Tree=2315 num_leaves=3 num_cat=0 split_feature=2 0 split_gain=11.2607 13.6876 threshold=0.16222500000000004 -0.11367499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00053456888072261671 0.0018721405736342143 -0.00030956498260773072 leaf_weight=94.525410330854356 10.605277063325046 190.57285806816071 leaf_count=451 80 2328 internal_value=0 -2.96721e-05 internal_weight=0 285.098 internal_count=2859 2779 is_linear=0 shrinkage=0.00181381 Tree=2316 num_leaves=4 num_cat=0 split_feature=39 1 457 split_gain=15.6579 22.716 15.8105 threshold=0.0047850000000000011 0.088035000000000016 0.081330000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.0399781262275591e-05 -0.00022603424888007487 0.00032326892643824522 0.00016930665022783906 leaf_weight=211.07628968171775 12.564672995358704 37.462545486167073 41.113907132297754 leaf_count=2371 64 271 182 internal_value=0 0.000185274 -3.13112e-05 internal_weight=0 50.0272 252.19 internal_count=2888 335 2553 is_linear=0 shrinkage=0.000353706 Tree=2317 num_leaves=4 num_cat=0 split_feature=39 1 457 split_gain=13.1876 22.0081 15.4017 threshold=0.0047850000000000011 0.088035000000000016 0.081330000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037871458068487192 -0.0012946801907436755 0.0018111381574329407 0.00098248299240280643 leaf_weight=202.03012091433629 12.365950787439941 35.038493036292493 39.903891041874886 leaf_count=2371 64 271 182 internal_value=0 0.00100076 -0.000154143 internal_weight=0 47.4044 241.934 internal_count=2888 335 2553 is_linear=0 shrinkage=0.00200259 Tree=2318 num_leaves=4 num_cat=0 split_feature=39 1 457 split_gain=12.7366 21.3225 14.7404 threshold=0.0047850000000000011 0.088035000000000016 0.081330000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032906369416619023 -0.0011255251760336298 0.0015957381466524072 0.00085436211328458246 leaf_weight=201.8371165629942 12.348196154460309 34.526881486177444 39.834427390247583 leaf_count=2371 64 271 182 internal_value=0 0.000878715 -0.000133949 internal_weight=0 46.8751 241.672 internal_count=2888 335 2553 is_linear=0 shrinkage=0.00177825 Tree=2319 num_leaves=4 num_cat=0 split_feature=39 1 13 split_gain=14.6182 21.2974 15.3522 threshold=0.0047850000000000011 0.088035000000000016 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015507368440509242 -0.00022871573551803251 0.00033890727612711531 -7.7522308371276438e-05 leaf_weight=49.936348857358098 12.508586362935601 36.308209336362779 200.22170126717538 leaf_count=318 64 271 2235 internal_value=0 0.00019343 -3.10834e-05 internal_weight=0 48.8168 250.158 internal_count=2888 335 2553 is_linear=0 shrinkage=0.000375355 Tree=2320 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=15.3108 21.552 12.8014 threshold=0.10100500000000003 1.0000000180025095e-35 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054937946077295995 0.0009168912899725247 0.0028103125794412338 -0.0011087743776815281 leaf_weight=184.54626458394341 86.141722241416574 8.6594142578542215 16.051687698811293 leaf_count=2144 646 21 78 internal_value=0 -0.000398536 0.000598569 internal_weight=0 193.206 102.193 internal_count=2889 2165 724 is_linear=0 shrinkage=0.0020835 Tree=2321 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=14.6696 20.7017 12.2593 threshold=0.10100500000000003 1.0000000180025095e-35 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058240917981296138 0.00097443457336394512 0.0029923371221996301 -0.0011679157845334897 leaf_weight=184.20798672200181 85.773031772114336 8.6065248623490316 16.124743308871984 leaf_count=2144 646 21 78 internal_value=0 -0.000422565 0.000635265 internal_weight=0 192.815 101.898 internal_count=2889 2165 724 is_linear=0 shrinkage=0.00225525 Tree=2322 num_leaves=4 num_cat=0 split_feature=1 150 48 split_gain=17.9579 16.4867 12.0095 threshold=0.10413000000000001 -0.081029999999999977 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000365333736641636 0.00019125801910114236 -0.00010185584532599004 -0.00017240580756801974 leaf_weight=12.21932492032647 80.551354882307351 196.22071217605844 16.707519255578518 leaf_count=56 566 2190 77 internal_value=0 -7.4437e-05 0.000128765 internal_weight=0 208.44 97.2589 internal_count=2889 2246 643 is_linear=0 shrinkage=0.00039052 Tree=2323 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=18.5154 21.4817 11.6252 threshold=0.10413000000000001 1.0000000180025095e-35 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1945118148094499e-05 0.00017487009768615949 0.00045209010051918872 -0.00014756988696792495 leaf_weight=199.79677993617952 80.930753380991518 9.493759121745823 16.896198034286499 leaf_count=2220 566 26 77 internal_value=0 -6.72278e-05 0.000119162 internal_weight=0 209.291 97.827 internal_count=2889 2246 643 is_linear=0 shrinkage=0.000353706 Tree=2324 num_leaves=4 num_cat=0 split_feature=13 3 4 split_gain=16.7038 13.2508 4.04083 threshold=-0.16826999999999998 -0.34140499999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00043981390049988196 0.00043884587289435759 -4.197340167886475e-05 0.00014185867749756149 leaf_weight=14.034951414912941 9.0304801128804666 256.43413070309907 13.76895574480295 leaf_count=49 36 2606 106 internal_value=0 -2.55867e-05 0.00029246 internal_weight=0 265.465 27.8039 internal_count=2797 2642 155 is_linear=0 shrinkage=0.00039052 Tree=2325 num_leaves=4 num_cat=0 split_feature=13 43 0 split_gain=14.4564 12.975 1.51663 threshold=-0.16826999999999998 -0.074359999999999996 -0.11112999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0008172057975790114 0.00034917047641533816 -0.00047593590918964748 0.0016997514257895952 leaf_weight=11.668013999238612 111.78449495020323 142.74708501133136 14.363631322048603 leaf_count=82 1136 1506 73 internal_value=0 -0.000113569 0.00130506 internal_weight=0 254.532 26.0316 internal_count=2797 2642 155 is_linear=0 shrinkage=0.00181381 Tree=2326 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=13.9816 13.1473 threshold=-0.24921999999999997 0.11098500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0018271588181953038 2.47692582818604e-05 -0.00193045027994986 leaf_weight=20.995621773414314 239.60744735086337 19.675134090241045 leaf_count=132 2534 131 internal_value=0 -0.00012373 internal_weight=0 259.283 internal_count=2797 2665 is_linear=0 shrinkage=0.00230035 Tree=2327 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=13.5 12.5163 threshold=-0.24921999999999997 0.11098500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0015107628628078303 2.0260278760290112e-05 -0.0015733761970307004 leaf_weight=20.773656514473259 239.61563612730242 19.746205735020339 leaf_count=132 2534 131 internal_value=0 -0.000101176 internal_weight=0 259.362 internal_count=2797 2665 is_linear=0 shrinkage=0.00192483 Tree=2328 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=11.3078 16.7864 threshold=-0.016839999999999997 0.088260000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042193397791476955 -0.00013190483220667325 5.3008586899828573e-05 leaf_weight=8.5016814917325956 110.98421666980721 183.50894664647058 leaf_count=86 1329 1432 internal_value=0 -1.66829e-05 internal_weight=0 294.493 internal_count=2847 2761 is_linear=0 shrinkage=0.000375355 Tree=2329 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=11.5758 11.7242 8.89555 threshold=0.16377000000000003 0.13261500000000001 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7582932918684159e-06 -0.0003649804785754708 0.00047467292072930339 0.00014617059588433259 leaf_weight=271.22644982091151 19.813215183792639 7.7413446176797143 6.3155895080417386 leaf_count=2464 320 43 20 internal_value=0 1.97745e-05 -0.000241414 internal_weight=0 278.968 26.1288 internal_count=2847 2507 340 is_linear=0 shrinkage=0.000375355 Tree=2330 num_leaves=4 num_cat=0 split_feature=39 1 2 split_gain=11.9976 21.6757 17.178 threshold=0.0047850000000000011 0.088035000000000016 0.088260000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015433474606365126 -0.0002818338896182314 0.00031335041588976777 4.1867540620301588e-05 leaf_weight=104.18706822907552 11.345683658495544 35.715020783245564 158.48266621585935 leaf_count=1282 63 257 1245 internal_value=0 0.000169804 -3.5961e-05 internal_weight=0 47.0607 262.67 internal_count=2847 320 2527 is_linear=0 shrinkage=0.000375355 Tree=2331 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=10.7881 15.2992 threshold=-0.016839999999999997 0.088260000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0025400998715838685 -0.0007646449484274094 0.0003101514113268988 leaf_weight=8.111484667286275 107.97285462846048 179.01566887460649 leaf_count=86 1329 1432 internal_value=0 -9.424e-05 internal_weight=0 286.989 internal_count=2847 2761 is_linear=0 shrinkage=0.00225525 Tree=2332 num_leaves=4 num_cat=0 split_feature=52 1 16 split_gain=14.2366 13.3406 0.701074 threshold=-0.41694999999999993 1.0000000180025095e-35 0.30714500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011189373423207256 -0.00050397586015241635 0.00035486508698513762 -0.0020750628367189978 leaf_weight=3.5844406671822062 94.520790230715647 179.32585509773344 10.674592699389903 leaf_count=88 1304 1255 190 internal_value=0 5.84134e-05 -0.00183653 internal_weight=0 273.847 14.259 internal_count=2837 2559 278 is_linear=0 shrinkage=0.00185009 Tree=2333 num_leaves=4 num_cat=0 split_feature=52 1 16 split_gain=14.2401 14.185 0.720095 threshold=-0.41694999999999993 1.0000000180025095e-35 0.30714500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021718279420694588 -0.00010120199386468686 6.8910070516578663e-05 -0.00040422565483181548 leaf_weight=3.6716240127570918 97.254628031281754 185.41223952081054 10.747845212928949 leaf_count=88 1304 1255 190 internal_value=0 1.03783e-05 -0.000356949 internal_weight=0 282.667 14.4195 internal_count=2837 2559 278 is_linear=0 shrinkage=0.00036078 Tree=2334 num_leaves=4 num_cat=0 split_feature=52 1 16 split_gain=13.8437 12.7874 0.709871 threshold=-0.41694999999999993 1.0000000180025095e-35 0.30714500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011030257924889611 -0.0004942824809767315 0.00034717084107918254 -0.0020700742052990506 leaf_weight=3.5565067280549547 94.321558608906344 179.28973463783041 10.463888092897831 leaf_count=88 1304 1255 190 internal_value=0 5.70838e-05 -0.0018266 internal_weight=0 273.611 14.0204 internal_count=2837 2559 278 is_linear=0 shrinkage=0.00185009 Tree=2335 num_leaves=4 num_cat=0 split_feature=52 1 16 split_gain=14.3657 14.4028 0.695144 threshold=-0.41694999999999993 1.0000000180025095e-35 0.30714500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020768727794873214 -9.4658020058194337e-05 6.6320066413881598e-05 -0.00038017544122533975 leaf_weight=3.7160337050445369 97.898192057851702 186.74891478242353 10.744638639036564 leaf_count=88 1304 1255 190 internal_value=0 1.09525e-05 -0.000336183 internal_weight=0 284.647 14.4607 internal_count=2837 2559 278 is_linear=0 shrinkage=0.000339971 Tree=2336 num_leaves=4 num_cat=0 split_feature=2 1429 4 split_gain=18.9214 20.7229 9.82185 threshold=0.088030000000000011 0.084710000000000021 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016607130915643727 -0.00022072666466957239 0.0004121185073290098 0.00010944753305979899 leaf_weight=102.03066311450675 14.279013264924286 9.9564185480121505 173.19893877767026 leaf_count=1320 104 56 1363 internal_value=0 -0.000114605 8.42803e-05 internal_weight=0 111.987 187.478 internal_count=2843 1376 1467 is_linear=0 shrinkage=0.000382862 Tree=2337 num_leaves=4 num_cat=0 split_feature=2 4 4 split_gain=17.5951 22.4837 9.55683 threshold=0.088030000000000011 -0.08255499999999999 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010340032632377505 -0.0011105309364552072 -0.0010619684827408325 0.00054335645963487415 leaf_weight=24.694685115013272 14.025145653635262 81.479862115345895 165.49408359755762 leaf_count=365 104 1011 1363 internal_value=0 -0.000574377 0.00041404 internal_weight=0 106.175 179.519 internal_count=2843 1376 1467 is_linear=0 shrinkage=0.00192483 Tree=2338 num_leaves=4 num_cat=0 split_feature=2 4 4 split_gain=16.8343 21.5156 9.15136 threshold=0.088030000000000011 -0.08255499999999999 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011563775199686978 -0.0012516055128419345 -0.0011959629603159312 0.00061057615786189309 leaf_weight=24.794996176613495 13.974917054176329 81.247477523749694 165.37941592559218 leaf_count=365 104 1011 1363 internal_value=0 -0.000645826 0.000465361 internal_weight=0 106.042 179.354 internal_count=2843 1376 1467 is_linear=0 shrinkage=0.00221103 Tree=2339 num_leaves=4 num_cat=0 split_feature=2 1429 52 split_gain=17.4689 20.6293 10.179 threshold=0.088030000000000011 0.084710000000000021 -0.54533999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015380600626319188 -0.00039431919917999353 0.00039217102306145598 9.1038782568873112e-05 leaf_weight=100.67190037597902 5.7860371102578929 9.8745823737699521 180.96632022061385 leaf_count=1320 109 56 1358 internal_value=0 -0.000104977 7.59625e-05 internal_weight=0 110.546 186.752 internal_count=2843 1376 1467 is_linear=0 shrinkage=0.00036078 Tree=2340 num_leaves=4 num_cat=0 split_feature=12 47 1186 split_gain=11.6515 14.6942 14.4325 threshold=1.0000000180025095e-35 0.07906500000000001 0.085080000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013447375144920042 -0.0001103421813429216 -0.00018257550004167431 0.0005649062158971321 leaf_weight=106.83788743522018 149.9174515819177 28.152934648096561 4.9691076138988128 leaf_count=592 2043 142 42 internal_value=0 6.83353e-05 -8.86117e-05 internal_weight=0 134.991 154.887 internal_count=2819 734 2085 is_linear=0 shrinkage=0.00039052 Tree=2341 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=12.4878 16.1103 2.68294 threshold=-0.24436499999999997 -0.18995499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010590137328808137 -0.00050285074504322058 -2.0397262103024344e-05 0.000337409531824149 leaf_weight=11.303375435993077 8.2311559524387103 263.55984575115144 11.888223784044383 leaf_count=94 86 2521 118 internal_value=0 -3.50426e-05 0.000224754 internal_weight=0 271.791 23.1916 internal_count=2819 2607 212 is_linear=0 shrinkage=0.000339971 Tree=2342 num_leaves=4 num_cat=0 split_feature=47 1 0 split_gain=12.2376 17.4094 16.1738 threshold=0.077065000000000008 1.0000000180025095e-35 -0.19126499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046108290684121109 -0.0031341229139273171 0.00046165398700948219 -0.0004286066722795068 leaf_weight=91.694304896984249 6.8891821168363085 138.53007142711431 43.671200256794691 leaf_count=1361 46 1039 373 internal_value=0 9.41364e-05 -0.000798295 internal_weight=0 230.224 50.5604 internal_count=2819 2400 419 is_linear=0 shrinkage=0.00164282 Tree=2343 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=13.0683 15.7049 2.52173 threshold=-0.24436499999999997 -0.18995499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012140503678106679 -0.000528945837246122 -2.212223204811239e-05 0.00035870595646187808 leaf_weight=11.363914594985546 8.189537048339842 260.75310496566817 12.011660145595668 leaf_count=94 86 2521 118 internal_value=0 -3.75919e-05 0.000243537 internal_weight=0 268.943 23.3756 internal_count=2819 2607 212 is_linear=0 shrinkage=0.00036078 Tree=2344 num_leaves=4 num_cat=0 split_feature=42 1365 43 split_gain=12.7984 12.9399 6.06155 threshold=-0.11033999999999998 1.0000000180025095e-35 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003558293688703142 0.00035308888460065661 -0.0025471959179524024 -0.00053170935841434746 leaf_weight=5.8847754020243883 280.12358893686906 7.4008626127615562 6.5856865679379535 leaf_count=61 2622 60 112 internal_value=0 0.000278272 -0.0019632 internal_weight=0 287.524 12.4705 internal_count=2855 2682 173 is_linear=0 shrinkage=0.00216767 Tree=2345 num_leaves=3 num_cat=0 split_feature=51 1365 split_gain=13.8827 12.1817 threshold=-0.41122499999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.002676796794422186 0.00028403338618421427 -0.0022173952465689433 leaf_weight=6.2365453029051414 286.28648662078194 7.380487128160893 leaf_count=106 2689 60 internal_value=0 0.000221027 internal_weight=0 293.667 internal_count=2855 2749 is_linear=0 shrinkage=0.00192483 Tree=2346 num_leaves=4 num_cat=0 split_feature=42 129 43 split_gain=12.4087 11.9565 5.93384 threshold=-0.11033999999999998 0.010690000000000002 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065464655584977966 2.9745764300514361e-05 0.00041152141222823352 -0.00010181461755410497 leaf_weight=5.980072058737278 284.13814473384991 14.20064377132803 6.8996082392986846 leaf_count=61 2556 126 112 internal_value=0 4.79431e-05 -0.000359085 internal_weight=0 298.339 12.8797 internal_count=2855 2682 173 is_linear=0 shrinkage=0.000406297 Tree=2347 num_leaves=4 num_cat=0 split_feature=42 129 43 split_gain=12.2613 12.8271 5.87883 threshold=-0.11033999999999998 0.010690000000000002 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027715429251655918 0.00013048081995965962 0.0018289894301441578 -0.00041425760511361044 leaf_weight=5.8221508273854852 273.97702379128896 13.616682509891687 6.5803225960116816 leaf_count=61 2556 126 112 internal_value=0 0.000211016 -0.00152341 internal_weight=0 287.594 12.4025 internal_count=2855 2682 173 is_linear=0 shrinkage=0.0017092 Tree=2348 num_leaves=4 num_cat=0 split_feature=1429 0 160 split_gain=12.5917 12.9929 0.284484 threshold=-1.0000000180025095e-35 -0.077944999999999987 -0.046244999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031084767383242132 -0.00034416769831021357 0.00059440900627121234 -0.002265716783563338 leaf_weight=3.8794683737214655 170.32713615102693 109.36762111261487 4.0958346349652848 leaf_count=44 1779 957 94 internal_value=0 2.28547e-05 -0.00268211 internal_weight=0 279.695 7.9753 internal_count=2874 2736 138 is_linear=0 shrinkage=0.00212517 Tree=2349 num_leaves=4 num_cat=0 split_feature=1429 1 12 split_gain=12.8074 13.8576 0.216589 threshold=-1.0000000180025095e-35 0.10100500000000003 0.078300000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005164631910136811 -5.4960592876576767e-05 0.00011022440096691925 -0.0003917092391208882 leaf_weight=3.9452251326292735 186.88842991623096 102.25806548353285 4.278512743068859 leaf_count=39 2057 679 99 internal_value=0 3.4613e-06 -0.000452616 internal_weight=0 289.146 8.22374 internal_count=2874 2736 138 is_linear=0 shrinkage=0.00036078 Tree=2350 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=14.1358 23.841 14.4273 threshold=-0.059315 -0.10072999999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9222564058167885e-05 0.00013116150971831833 -0.00020880301143433251 -0.00015946299133891802 leaf_weight=68.467797352932394 117.72493768064305 90.128645291086286 28.769837536849082 leaf_count=405 668 1665 136 internal_value=0 -8.44647e-05 7.4073e-05 internal_weight=0 158.596 146.495 internal_count=2874 2070 804 is_linear=0 shrinkage=0.000367995 Tree=2351 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=13.2219 14.9819 12.1451 threshold=0.10100500000000003 -0.0058149999999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018225905343768472 0.0001753427705473686 2.7238863535084465e-05 -0.00010623401617368423 leaf_weight=88.466072941897437 76.683714929968119 105.35076003661379 30.017352107912302 leaf_count=938 562 1200 174 internal_value=0 -6.83932e-05 9.61242e-05 internal_weight=0 193.817 106.701 internal_count=2874 2138 736 is_linear=0 shrinkage=0.000375355 Tree=2352 num_leaves=4 num_cat=0 split_feature=376 3 133 split_gain=15.9387 20.6352 2.05852 threshold=0.048375000000000008 -0.10072999999999999 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013303378778246129 0.00014946799302004591 -0.00012043654223064782 0.0003764944703192961 leaf_weight=67.740259216167033 11.862576361745598 205.56065255892463 13.686464069411157 leaf_count=385 55 2313 95 internal_value=0 -5.76066e-05 0.000271275 internal_weight=0 273.301 25.549 internal_count=2848 2698 150 is_linear=0 shrinkage=0.00039833 Tree=2353 num_leaves=4 num_cat=0 split_feature=376 3 133 split_gain=15.3982 20.2038 2.1094 threshold=0.048375000000000008 -0.10072999999999999 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011374171742566859 0.00012345953852394457 -0.00010118303243281079 0.00032053328792878109 leaf_weight=67.152096780017018 11.749844187870623 204.32747471891344 13.553360599093137 leaf_count=385 55 2313 95 internal_value=0 -4.80158e-05 0.000229182 internal_weight=0 271.48 25.3032 internal_count=2848 2698 150 is_linear=0 shrinkage=0.000339971 Tree=2354 num_leaves=4 num_cat=0 split_feature=0 147 51 split_gain=13.9033 18.8757 17.2194 threshold=-0.060324999999999997 0.089090000000000016 -0.097504999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068892316313139601 -0.0014833737238078954 0.0017595896843413024 0.0011415014367951403 leaf_weight=187.76217760681175 15.802784285508094 17.488180512562394 64.664240424521267 leaf_count=2237 141 91 379 internal_value=0 -0.000480155 0.000625777 internal_weight=0 205.25 80.467 internal_count=2848 2328 520 is_linear=0 shrinkage=0.00225525 Tree=2355 num_leaves=4 num_cat=0 split_feature=0 147 51 split_gain=15.6544 19.4843 17.9048 threshold=-0.060324999999999997 0.089090000000000016 -0.097504999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010376051222497794 -0.00021914082437004572 0.00026365148263453439 0.00017757217293913494 leaf_weight=196.0972738424316 16.298319992609322 18.215297047048807 67.73760433960706 leaf_count=2237 141 91 379 internal_value=0 -7.2512e-05 0.000100599 internal_weight=0 214.313 84.0359 internal_count=2848 2328 520 is_linear=0 shrinkage=0.000339971 Tree=2356 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=16.0849 14.0656 10.5102 threshold=0.10100500000000003 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011520813473530879 0.00026196829594686717 -0.00011392116717521082 2.793750454270545e-05 leaf_weight=36.881981859914958 29.234897416085005 153.89820255641825 78.605720951221883 leaf_count=184 262 1932 468 internal_value=0 -6.96184e-05 9.14169e-05 internal_weight=0 190.78 107.841 internal_count=2846 2116 730 is_linear=0 shrinkage=0.000333305 Tree=2357 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=13.0117 13.7589 threshold=-0.4290699999999999 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0026251700463165153 -0.00037714794636946211 0.00073897536676614361 leaf_weight=11.062015321804209 177.87519371393137 98.157221631146967 leaf_count=248 1947 651 internal_value=0 1.97695e-05 internal_weight=0 276.032 internal_count=2846 2598 is_linear=0 shrinkage=0.00239329 Tree=2358 num_leaves=4 num_cat=0 split_feature=1 3 12 split_gain=15.3919 15.3306 10.3897 threshold=0.10100500000000003 -0.11516999999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013162053832669406 0.00027620709616160466 -0.00012131293388773042 2.8325866375802626e-05 leaf_weight=37.193104685284197 28.926265249028802 154.27541300398298 78.614081907086074 leaf_count=184 262 1932 468 internal_value=0 -7.21719e-05 9.50383e-05 internal_weight=0 191.469 107.54 internal_count=2846 2116 730 is_linear=0 shrinkage=0.000353706 Tree=2359 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=12.7192 13.2431 threshold=-0.4290699999999999 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0024691205585952126 -0.00034844041950838652 0.00068427605905476763 leaf_weight=10.848552827490492 177.82354069733992 97.916290246881545 leaf_count=248 1947 651 internal_value=0 1.83032e-05 internal_weight=0 275.74 internal_count=2846 2598 is_linear=0 shrinkage=0.00225525 Tree=2360 num_leaves=4 num_cat=0 split_feature=16 123 4 split_gain=14.2503 14.4367 6.84395 threshold=0.26746000000000009 1.0000000180025095e-35 0.08920500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024109024413206524 -0.0028603721607682654 0.0017856489263125849 0.00059852433993742285 leaf_weight=222.36760270432569 20.571126009803269 30.146029721014202 5.4649865087121716 leaf_count=2335 284 236 43 internal_value=0 9.86213e-07 -0.00213444 internal_weight=0 252.514 26.0361 internal_count=2898 2571 327 is_linear=0 shrinkage=0.00274913 Tree=2361 num_leaves=4 num_cat=0 split_feature=16 123 4 split_gain=14.0171 15.4595 6.99013 threshold=0.26746000000000009 1.0000000180025095e-35 0.08920500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0516465333778394e-05 -0.00035638034337514554 0.00022957847904695944 7.8015324755952671e-05 leaf_weight=229.35405888548121 20.879892524331812 31.201117435470223 5.6533962599933139 leaf_count=2335 284 236 43 internal_value=0 6.44077e-07 -0.000263835 internal_weight=0 260.555 26.5333 internal_count=2898 2571 327 is_linear=0 shrinkage=0.00034677 Tree=2362 num_leaves=4 num_cat=0 split_feature=16 123 4 split_gain=13.76 13.9269 6.65805 threshold=0.26746000000000009 1.0000000180025095e-35 0.08920500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017517369235635826 -0.0021025444195540929 0.0013092341343649437 0.00043524006676242099 leaf_weight=222.4484221751336 20.331343065947298 29.898958084173501 5.4662131369113913 leaf_count=2335 284 236 43 internal_value=0 7.89621e-07 -0.00156489 internal_weight=0 252.347 25.7976 internal_count=2898 2571 327 is_linear=0 shrinkage=0.00204265 Tree=2363 num_leaves=4 num_cat=0 split_feature=16 123 4 split_gain=13.2675 15.0663 6.77297 threshold=0.26746000000000009 1.0000000180025095e-35 0.08920500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2222424142358243e-05 -0.00036405145665840646 0.00023479232702475203 7.8788390359157777e-05 leaf_weight=232.35779097094201 20.770908703561876 31.179277489893138 5.727948583662509 leaf_count=2335 284 236 43 internal_value=0 -6.16979e-07 -0.00026834 internal_weight=0 263.537 26.4989 internal_count=2898 2571 327 is_linear=0 shrinkage=0.00036078 Tree=2364 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=12.6407 25.35 14.692 threshold=-0.11266 -0.059315 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028152183587785165 -0.00020400432135639108 5.3404472661178967e-05 -0.00012893237952946084 leaf_weight=41.186804141849279 97.511408647755161 145.21376676065847 19.62418038956821 leaf_count=185 1676 793 144 internal_value=0 -5.00138e-05 0.000149066 internal_weight=0 242.725 60.811 internal_count=2798 2469 329 is_linear=0 shrinkage=0.00039052 Tree=2365 num_leaves=4 num_cat=0 split_feature=1456 3 160 split_gain=11.7583 10.4674 1.57886 threshold=-1.0000000180025095e-35 -0.11266 0.06136500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002441173913783934 0.00084360485562197222 -0.00016501245386964092 -0.00068219076773343417 leaf_weight=9.5071057351306063 56.081433163955808 219.11564802774228 2.9105458224657914 leaf_count=218 310 2207 63 internal_value=0 4.05743e-05 -0.00203057 internal_weight=0 275.197 12.4177 internal_count=2798 2517 281 is_linear=0 shrinkage=0.0020835 Tree=2366 num_leaves=4 num_cat=0 split_feature=1456 403 160 split_gain=12.7658 11.261 1.57814 threshold=-1.0000000180025095e-35 -0.092224999999999988 0.06136500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041457212358722958 -0.00031096843654009304 2.3166854007246358e-05 -0.00012650968505551437 leaf_weight=10.130524401552973 13.205780911259351 275.28145314217545 3.1361145786941043 leaf_count=218 313 2204 63 internal_value=0 7.85192e-06 -0.000346756 internal_weight=0 288.487 13.2666 internal_count=2798 2517 281 is_linear=0 shrinkage=0.000353706 Tree=2367 num_leaves=4 num_cat=0 split_feature=1456 1212 160 split_gain=12.3033 10.9905 1.60173 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.06136500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043006031966334268 -0.00040836445310203726 1.7668102846882311e-05 -0.00012691067697907031 leaf_weight=10.031949037918819 8.4279400603845698 280.44762488687411 3.1112426160834721 leaf_count=218 193 2324 63 internal_value=0 5.21244e-06 -0.000358587 internal_weight=0 288.876 13.1432 internal_count=2798 2517 281 is_linear=0 shrinkage=0.000367995 Tree=2368 num_leaves=4 num_cat=0 split_feature=160 158 16 split_gain=17.5068 13.4747 0.17664 threshold=-0.25833999999999996 0.11034000000000001 -0.10346499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049657494034242779 4.4825621801669133e-05 -0.00045160994005312676 -0.00039526710598302019 leaf_weight=4.3864309010095894 284.83554732007906 7.8984220803249618 7.4704689017962647 leaf_count=55 2498 113 183 internal_value=0 3.14024e-05 -0.000433484 internal_weight=0 292.734 11.8569 internal_count=2849 2611 238 is_linear=0 shrinkage=0.000375355 Tree=2369 num_leaves=3 num_cat=0 split_feature=158 52 split_gain=12.8089 12.7411 threshold=0.11034000000000001 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.0395500118863838e-05 -0.00044194832059288281 -0.00023452451740060972 leaf_weight=271.07403321121819 8.0483890697360021 23.04340652259998 leaf_count=2391 126 332 internal_value=0 2.80589e-05 internal_weight=0 294.117 internal_count=2849 2723 is_linear=0 shrinkage=0.000367995 Tree=2370 num_leaves=4 num_cat=0 split_feature=160 158 52 split_gain=16.6751 13.5371 0.142622 threshold=-0.25833999999999996 0.11034000000000001 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024245651934499666 0.00031404233336749469 -0.0029917725217668925 -0.0030443288389202347 leaf_weight=4.1259984376374614 272.78378550056368 7.5680530392564824 7.0073360584210604 leaf_count=102 2498 113 136 internal_value=0 0.000224605 -0.00281919 internal_weight=0 280.352 11.1333 internal_count=2849 2611 238 is_linear=0 shrinkage=0.00244115 Tree=2371 num_leaves=4 num_cat=0 split_feature=160 51 16 split_gain=16.1973 12.4421 0.171242 threshold=-0.25833999999999996 -0.41122499999999995 -0.10346499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029139711722516067 -0.0028858511817996205 0.00026925224842431892 -0.0023049075292837229 leaf_weight=4.1624678319785744 6.2305221664719275 274.02962668985128 6.7755428077653033 leaf_count=55 104 2507 183 internal_value=0 0.000198919 -0.00254136 internal_weight=0 280.26 10.938 internal_count=2849 2611 238 is_linear=0 shrinkage=0.00221103 Tree=2372 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=13.562 38.5623 14.1749 threshold=-0.077944999999999987 -0.11367499999999998 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011826755676834441 0.00017290270950443541 -0.00022799872173165362 -0.00017853302677760461 leaf_weight=92.441591300070286 95.441742571536452 88.847262223949656 19.451505222823471 leaf_count=450 734 1390 260 internal_value=0 -5.14391e-05 0.000113385 internal_weight=0 181.289 114.893 internal_count=2834 1840 994 is_linear=0 shrinkage=0.000375355 Tree=2373 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=13.6181 35.609 13.6358 threshold=-0.077944999999999987 -0.11367499999999998 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00065043621695657391 0.0010114864602024645 -0.0013024926532177656 -0.0010189607575178501 leaf_weight=90.025298358872533 92.17188673093915 85.535736238816753 18.676101143471897 leaf_count=450 734 1390 260 internal_value=0 -0.000301096 0.000669272 internal_weight=0 175.561 110.848 internal_count=2834 1840 994 is_linear=0 shrinkage=0.00216767 Tree=2374 num_leaves=4 num_cat=0 split_feature=42 0 484 split_gain=13.1918 14.3844 11.457 threshold=-1.0000000180025095e-35 -0.077784999999999979 -0.0048899999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032337901976053191 -0.00021581729171852551 4.4200585954344856e-05 4.0148056656597819e-05 leaf_weight=33.320098313270137 24.288425315869972 22.172982385847718 218.79549351427704 leaf_count=529 393 230 1682 internal_value=0 -0.000176543 1.45576e-05 internal_weight=0 55.4931 243.084 internal_count=2834 759 2075 is_linear=0 shrinkage=0.000353706 Tree=2375 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=13.0378 34.2648 13.0695 threshold=-0.077944999999999987 -0.11367499999999998 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00063416039590784312 0.00098627239483582989 -0.001284668001793259 -0.0010031574897188297 leaf_weight=89.884610606357455 92.082904286682606 85.122309064026922 18.643845745362341 leaf_count=450 734 1390 260 internal_value=0 -0.000299184 0.000651183 internal_weight=0 175.007 110.727 internal_count=2834 1840 994 is_linear=0 shrinkage=0.00216767 Tree=2376 num_leaves=4 num_cat=0 split_feature=13 1348 0 split_gain=14.568 13.6552 13.4638 threshold=-0.09812499999999999 0.084620000000000015 -0.14197999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008537584495252428 -0.00033399523385632278 0.001352784977601407 0.0010601622473868596 leaf_weight=11.142650355584918 215.61106966086663 12.131171025335787 41.810914473608136 leaf_count=85 2471 61 237 internal_value=0 -0.000244039 0.000657267 internal_weight=0 227.742 52.9536 internal_count=2854 2532 322 is_linear=0 shrinkage=0.00154807 Tree=2377 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=15.7972 15.8184 12.8927 threshold=-0.09812499999999999 0.0095750000000000019 -0.14197999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018112107346880834 -9.9813803948615445e-05 0.00015911106280464422 0.00025403262003946715 leaf_weight=11.704064795747398 197.18592929677106 38.112288350239396 43.223848764784634 leaf_count=85 2243 289 237 internal_value=0 -5.78651e-05 0.000161279 internal_weight=0 235.298 54.9279 internal_count=2854 2532 322 is_linear=0 shrinkage=0.000367995 Tree=2378 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=13.9778 13.6715 12.9044 threshold=-0.09812499999999999 0.10384000000000002 -0.14197999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012346204207032813 -0.00072663473493185255 0.00049991156932286339 0.0015471220080182581 leaf_weight=11.179763117805122 158.63314563501626 68.987247249111533 41.654451937880367 leaf_count=85 2033 499 237 internal_value=0 -0.000354882 0.00095827 internal_weight=0 227.62 52.8342 internal_count=2854 2532 322 is_linear=0 shrinkage=0.00230035 Tree=2379 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=15.4932 14.8656 14.1456 threshold=0.10384000000000002 0.12879500000000002 -0.09812499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015045988809412608 0.00019165737088055367 -0.00022973194162601338 -0.00012869053610231127 leaf_weight=34.883528028614819 75.712093864567578 16.091743666678667 164.8326685775537 leaf_count=173 573 75 2033 internal_value=0 0.000117762 -7.99229e-05 internal_weight=0 91.8038 199.716 internal_count=2854 648 2206 is_linear=0 shrinkage=0.00039833 Tree=2380 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=14.3745 15.1106 threshold=0.27179500000000006 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7623110697049919e-05 -0.00053014044252242193 0.00026213286549835445 leaf_weight=252.98800331307575 7.5544870262965551 33.303938272409141 leaf_count=2534 54 251 internal_value=0 1.49358e-05 internal_weight=0 286.292 internal_count=2839 2785 is_linear=0 shrinkage=0.00039052 Tree=2381 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=15.7803 13.8944 threshold=0.27266500000000005 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010373080281759758 -0.0033666820452847262 0.0014809504213708028 leaf_weight=244.39160907943733 6.9117044769227496 31.783921182155609 leaf_count=2539 49 251 internal_value=0 7.87335e-05 internal_weight=0 276.176 internal_count=2839 2790 is_linear=0 shrinkage=0.00225525 Tree=2382 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=13.7221 15.4289 threshold=0.26811000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7951931717731909e-05 -0.00044361202627929023 0.00024266911316275737 leaf_weight=255.29918964742683 8.8402829617261869 33.419666993431747 leaf_count=2519 69 251 internal_value=0 1.22294e-05 internal_weight=0 288.719 internal_count=2839 2770 is_linear=0 shrinkage=0.00036078 Tree=2383 num_leaves=3 num_cat=0 split_feature=13 1186 split_gain=14.1684 13.579 threshold=0.26811000000000001 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.845050102392804e-06 -0.0026970965185690336 0.0026583826758100311 leaf_weight=265.5721528052818 8.5444643041118962 8.8975764252245408 leaf_count=2699 69 71 internal_value=0 7.87658e-05 internal_weight=0 274.47 internal_count=2839 2770 is_linear=0 shrinkage=0.00212517 Tree=2384 num_leaves=4 num_cat=0 split_feature=15 41 43 split_gain=11.1173 11.7823 10.3196 threshold=0.10330500000000002 0.082980000000000012 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028524357616491072 0.00075314605702576161 -0.0017340892452111624 -0.0022606555299433404 leaf_weight=256.04908787901513 7.4229721296578672 13.731528157368301 16.544568217359483 leaf_count=2468 54 98 217 internal_value=0 0.000182346 -0.0013274 internal_weight=0 269.781 23.9675 internal_count=2837 2566 271 is_linear=0 shrinkage=0.00212517 Tree=2385 num_leaves=4 num_cat=0 split_feature=150 1 151 split_gain=12.2608 13.7004 11.5984 threshold=0.082085000000000019 0.14000500000000002 -0.056409999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5011443017103585e-05 0.00027556919796289052 0.00032347555090890003 -4.5584165663277708e-05 leaf_weight=227.45376850874163 40.330866137519479 14.304152828641234 26.079222017899156 leaf_count=2383 210 112 132 internal_value=0 -3.25936e-05 0.000149476 internal_weight=0 241.758 66.4101 internal_count=2837 2495 342 is_linear=0 shrinkage=0.000375355 Tree=2386 num_leaves=4 num_cat=0 split_feature=15 147 43 split_gain=10.6724 11.6952 9.93629 threshold=0.10330500000000002 0.093660000000000007 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5551888967379793e-05 0.00066526551605641034 0.002037938217885232 -0.0020149438231500325 leaf_weight=258.27068207669072 7.4293919485062387 11.745339484885333 16.44579102890566 leaf_count=2512 54 54 217 internal_value=0 0.000161051 -0.00118106 internal_weight=0 270.016 23.8752 internal_count=2837 2566 271 is_linear=0 shrinkage=0.00192483 Tree=2387 num_leaves=4 num_cat=0 split_feature=150 14 160 split_gain=10.7431 13.3885 11.5548 threshold=0.082085000000000019 0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3422787916894645e-05 -0.00015120712472095464 -0.00055285549267279795 0.00023829619728364744 leaf_weight=233.53580197272822 15.07231956720352 7.2152012046426526 50.458457762375474 leaf_count=2413 112 82 230 internal_value=0 -2.96319e-05 0.000148691 internal_weight=0 240.751 65.5308 internal_count=2837 2495 342 is_linear=0 shrinkage=0.00039052 Tree=2388 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=19.4228 23.0947 13.9825 threshold=0.090510000000000021 -0.066459999999999977 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019544798233761011 0.00011168780413533062 0.00016644561434884348 -0.0002907442783122566 leaf_weight=99.313242308562621 153.70348490728065 31.421687490306795 12.636174195911734 leaf_count=1361 1078 211 177 internal_value=0 -0.000108457 8.10868e-05 internal_weight=0 130.735 166.34 internal_count=2827 1572 1255 is_linear=0 shrinkage=0.000367995 Tree=2389 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=18.6589 23.6355 13.01 threshold=0.090510000000000021 -0.066459999999999977 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020485205966443496 0.00010987418588789283 0.00017441709646727648 -0.00029505329633881789 leaf_weight=99.728196969954297 154.75841614464298 31.736471186392009 12.557524359086527 leaf_count=1361 1078 211 177 internal_value=0 -0.000113282 7.94531e-05 internal_weight=0 131.465 167.316 internal_count=2827 1572 1255 is_linear=0 shrinkage=0.000382862 Tree=2390 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=19.0368 22.4899 13.1356 threshold=0.090510000000000021 -0.066459999999999977 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018352498401452249 0.00010261669169539605 0.00015436759742076543 -0.00026738049216051422 leaf_weight=98.889408079907298 152.92171926330775 31.130159725435078 12.461475819116457 leaf_count=1361 1078 211 177 internal_value=0 -0.000102614 7.47101e-05 internal_weight=0 130.02 165.383 internal_count=2827 1572 1255 is_linear=0 shrinkage=0.00034677 Tree=2391 num_leaves=4 num_cat=0 split_feature=2 0 52 split_gain=17.5459 22.0736 12.3214 threshold=0.090510000000000021 -0.066459999999999977 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00097642464815990372 0.00052615324933155227 0.00083591274145080881 -0.0014161349464965692 leaf_weight=95.925036332802847 148.48012074455619 30.240659464150667 12.071221648016943 leaf_count=1361 1078 211 177 internal_value=0 -0.000541965 0.000379969 internal_weight=0 126.166 160.551 internal_count=2827 1572 1255 is_linear=0 shrinkage=0.00185009 Tree=2392 num_leaves=4 num_cat=0 split_feature=12 403 4 split_gain=14.9298 12.7715 10.2295 threshold=0.092225000000000015 0.07955000000000001 0.3180650000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5424438389766465e-05 -0.001440599210628732 0.0020420885288064124 0.00086407766741790945 leaf_weight=199.32542086951435 52.649201552849263 19.348369746468961 12.622585153207181 leaf_count=1821 805 177 64 internal_value=0 0.000258714 -0.000994787 internal_weight=0 218.674 65.2718 internal_count=2867 1998 869 is_linear=0 shrinkage=0.00230035 Tree=2393 num_leaves=4 num_cat=0 split_feature=12 1186 4 split_gain=15.0499 12.032 11.2548 threshold=0.092225000000000015 0.085080000000000003 0.3180650000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4791429902086251e-05 -0.00023532849232888955 0.00048762091430734606 0.00015192854548897405 leaf_weight=217.54399105068296 54.495446904096752 8.193534246645866 13.103958174586294 leaf_count=1944 805 54 64 internal_value=0 4.16304e-05 -0.000160238 internal_weight=0 225.738 67.5994 internal_count=2867 1998 869 is_linear=0 shrinkage=0.000375355 Tree=2394 num_leaves=4 num_cat=0 split_feature=12 1186 4 split_gain=14.3464 12.5367 9.86245 threshold=0.092225000000000015 0.085080000000000003 0.3180650000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013189708022928043 -0.0012842162995965324 0.0027905303241500517 0.00077037316889880714 leaf_weight=210.85451605916023 52.333208168158308 7.9721568105742326 12.565144287422298 leaf_count=1944 805 54 64 internal_value=0 0.00022899 -0.000886312 internal_weight=0 218.827 64.8984 internal_count=2867 1998 869 is_linear=0 shrinkage=0.0020835 Tree=2395 num_leaves=4 num_cat=0 split_feature=12 403 4 split_gain=13.7824 12.0043 9.48944 threshold=0.092225000000000015 0.07955000000000001 0.3180650000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1637840712962075e-05 -0.0012637846138793384 0.001788301079553217 0.00075708885020934797 leaf_weight=199.47142021404579 51.990731240483001 19.384004658553749 12.499928271397946 leaf_count=1821 805 177 64 internal_value=0 0.000223825 -0.00087198 internal_weight=0 218.855 64.4907 internal_count=2867 1998 869 is_linear=0 shrinkage=0.0020835 Tree=2396 num_leaves=3 num_cat=0 split_feature=1186 43 split_gain=11.7498 10.82 threshold=0.085080000000000003 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00040074950758252576 0.0020185708572391004 -0.00032937071435806012 leaf_weight=102.70366760413162 8.8998005948960763 171.05707147275098 leaf_count=1089 60 1661 internal_value=0 -5.54511e-05 internal_weight=0 273.761 internal_count=2810 2750 is_linear=0 shrinkage=0.00177825 Tree=2397 num_leaves=4 num_cat=0 split_feature=52 1213 49 split_gain=13.1593 13.7668 5.15306 threshold=0.16377000000000003 -1.0000000180025095e-35 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028229316420611174 -0.00034406561106587938 4.4794618119959587e-05 5.2051205566719083e-05 leaf_weight=17.909582196734846 18.742342713056136 254.56320932274684 5.5300744432024649 leaf_count=412 271 2048 79 internal_value=0 2.32769e-05 -0.000253847 internal_weight=0 272.473 24.2724 internal_count=2810 2460 350 is_linear=0 shrinkage=0.00036078 Tree=2398 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=11.7618 14.0128 5.75695 threshold=0.16377000000000003 0.13629500000000003 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4585630955874441e-05 -0.0021170372193675931 0.0030503980911816882 0.00053516635388251618 leaf_weight=252.42171700601466 17.542975878110159 7.8517072796821585 5.172730211634188 leaf_count=2422 271 38 79 internal_value=0 0.000145178 -0.00151315 internal_weight=0 260.273 22.7157 internal_count=2810 2460 350 is_linear=0 shrinkage=0.00221103 Tree=2399 num_leaves=4 num_cat=0 split_feature=52 1213 49 split_gain=12.9783 14.1768 5.17686 threshold=0.16377000000000003 -1.0000000180025095e-35 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025391311777547826 -0.00030550731475808944 3.970801998585119e-05 4.8031088539999993e-05 leaf_weight=18.061475615482777 18.626034006010745 253.44012137735263 5.5000583541113874 leaf_count=412 271 2048 79 internal_value=0 2.01586e-05 -0.000224936 internal_weight=0 271.502 24.1261 internal_count=2810 2460 350 is_linear=0 shrinkage=0.000320362 Tree=2400 num_leaves=4 num_cat=0 split_feature=128 484 133 split_gain=15.0418 13.7895 0.26296 threshold=0.089730000000000018 -0.0048899999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011476232147537187 -0.001860236882586869 0.00039971935386234924 -0.0025833355775415519 leaf_weight=24.325959770008922 3.4295306652784348 252.07082377304323 5.5749465960543585 leaf_count=426 85 2211 86 internal_value=0 0.000263466 -0.00231245 internal_weight=0 276.397 9.00448 internal_count=2808 2637 171 is_linear=0 shrinkage=0.00196333 Tree=2401 num_leaves=4 num_cat=0 split_feature=128 13 0 split_gain=15.4002 14.0376 0.271102 threshold=0.089730000000000018 -0.24921999999999997 -0.082164999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030614447508602797 -0.00047029485438683977 2.1845409676578199e-05 -0.00034743728150455174 leaf_weight=22.652411136776209 4.2981548944953829 265.01939843618311 5.2139180814847332 leaf_count=127 71 2510 100 internal_value=0 4.42511e-05 -0.000403783 internal_weight=0 287.672 9.51207 internal_count=2808 2637 171 is_linear=0 shrinkage=0.00034677 Tree=2402 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=15.8799 14.6122 threshold=-0.24921999999999997 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003141846395891643 -0.00036335913638248566 2.5525368017559407e-05 leaf_weight=22.865643652155995 12.660115089500321 259.27213656925596 leaf_count=129 336 2343 internal_value=0 7.39617e-06 internal_weight=0 271.932 internal_count=2808 2679 is_linear=0 shrinkage=0.000353706 Tree=2403 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=16.0845 14.2282 threshold=-0.24921999999999997 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032639768660098188 -0.00041976537122722046 -1.0860238706014068e-05 leaf_weight=21.409977434203029 14.208043809980152 264.83252346562222 leaf_count=129 336 2343 internal_value=0 -3.1708e-05 internal_weight=0 279.041 internal_count=2808 2679 is_linear=0 shrinkage=0.00039833 Tree=2404 num_leaves=4 num_cat=0 split_feature=133 13 13 split_gain=12.7006 15.4649 0.72895 threshold=-0.38664499999999996 -0.094744999999999982 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0035341057155009424 0.0011014709629369702 -0.00021395869303165654 -0.002171743711867432 leaf_weight=3.3694639876484871 51.735245798248798 222.68799030710943 4.4326115760486564 leaf_count=41 328 2303 120 internal_value=0 3.40902e-05 -0.00276729 internal_weight=0 274.423 7.80208 internal_count=2792 2631 161 is_linear=0 shrinkage=0.00216767 Tree=2405 num_leaves=4 num_cat=0 split_feature=133 13 13 split_gain=12.3485 14.8202 0.715129 threshold=-0.38664499999999996 -0.094744999999999982 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0035883842266477345 0.0011017695791558349 -0.00021338771163330504 -0.0022001549657794063 leaf_weight=3.30970862461254 51.574597256723791 222.64225100632757 4.3636913413647553 leaf_count=41 328 2303 120 internal_value=0 3.4026e-05 -0.00280635 internal_weight=0 274.217 7.6734 internal_count=2792 2631 161 is_linear=0 shrinkage=0.00221103 Tree=2406 num_leaves=4 num_cat=0 split_feature=133 13 13 split_gain=12.0055 14.2014 0.70204 threshold=-0.38664499999999996 -0.094744999999999982 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032354557930359615 0.00097852807484608375 -0.00018897547109772008 -0.0019789638571212965 leaf_weight=3.250879333820194 51.41845116019249 222.59773655608296 4.2964251288212827 leaf_count=41 328 2303 120 internal_value=0 3.01565e-05 -0.00252698 internal_weight=0 274.016 7.5473 internal_count=2792 2631 161 is_linear=0 shrinkage=0.00200259 Tree=2407 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=12.95 16.7784 16.0163 threshold=0.088035000000000016 0.10805000000000002 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012894302950825805 8.3521144852817119e-07 0.00037436940191093698 0.00028750809148889942 leaf_weight=126.13197199697606 118.97799402661622 10.058774476870893 35.677519666031003 leaf_count=1640 865 23 264 internal_value=0 -9.17221e-05 6.69952e-05 internal_weight=0 136.191 154.656 internal_count=2792 1663 1129 is_linear=0 shrinkage=0.000375355 Tree=2408 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=12.9161 19.3579 17.5568 threshold=0.082085000000000019 -0.066494999999999985 -0.030624999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037326744938404521 -0.0002682152138853461 0.00027677358183511504 -8.6428405887971037e-06 leaf_weight=25.41498925560154 14.25704858638346 51.856800250709057 209.44285535439849 leaf_count=222 120 259 2262 internal_value=0 0.000159207 -4.81276e-05 internal_weight=0 66.1138 234.858 internal_count=2863 379 2484 is_linear=0 shrinkage=0.000414422 Tree=2409 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=11.402 12.7547 threshold=-0.52054499999999992 0.13736000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0027958185753974569 -0.0002025142397068058 0.00087451270942180443 leaf_weight=6.7261821506544939 215.39853898133151 67.948561067692935 leaf_count=56 2349 458 internal_value=0 5.58057e-05 internal_weight=0 283.347 internal_count=2863 2807 is_linear=0 shrinkage=0.00216767 Tree=2410 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=11.2102 13.0858 threshold=0.086795000000000011 0.13736000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00019443696518619522 -0.0025392478130120814 0.0008581159346332805 leaf_weight=215.03980646491982 7.3926889616996041 67.307212229818106 leaf_count=2357 50 456 internal_value=0 5.65166e-05 internal_weight=0 282.347 internal_count=2863 2813 is_linear=0 shrinkage=0.0020835 Tree=2411 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=11.1171 18.4544 17.7229 threshold=0.082085000000000019 -0.066494999999999985 -0.030624999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019273602874873247 -0.0013964593122598422 0.0013768206376885757 -2.2065501299060737e-05 leaf_weight=24.746347724460065 13.829059097915886 49.845770884305239 201.05514484946616 leaf_count=222 120 259 2262 internal_value=0 0.000774275 -0.000231018 internal_weight=0 63.6748 225.801 internal_count=2863 379 2484 is_linear=0 shrinkage=0.00212517 Tree=2412 num_leaves=3 num_cat=0 split_feature=14 1429 split_gain=12.9858 13.5545 threshold=0.078275000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044483905228883324 -0.0004520997256950142 4.2507422137248495e-05 leaf_weight=7.9302161305677137 7.7866503586992613 278.27124523883685 leaf_count=136 78 2592 internal_value=0 2.8975e-05 internal_weight=0 286.201 internal_count=2806 2728 is_linear=0 shrinkage=0.000367995 Tree=2413 num_leaves=3 num_cat=0 split_feature=14 1429 split_gain=13.5025 13.7551 threshold=0.078275000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047165732776524799 -0.00048656079245438762 4.6002615332871338e-05 leaf_weight=8.0345225783530605 7.8630387755110851 279.71907647699118 leaf_count=136 78 2592 internal_value=0 3.15184e-05 internal_weight=0 287.754 internal_count=2806 2728 is_linear=0 shrinkage=0.00039052 Tree=2414 num_leaves=3 num_cat=0 split_feature=14 1429 split_gain=13.5987 13.6308 threshold=0.078275000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044501778752458431 -0.00045914849323660259 4.3173463439344715e-05 leaf_weight=7.9481740852352223 7.9050689302384844 277.78216302045621 leaf_count=136 78 2592 internal_value=0 2.95646e-05 internal_weight=0 285.73 internal_count=2806 2728 is_linear=0 shrinkage=0.000367995 Tree=2415 num_leaves=3 num_cat=0 split_feature=14 1429 split_gain=13.2913 13.3658 threshold=0.078275000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.002293798621885783 -0.00237253691303235 0.00022980631528676064 leaf_weight=7.6693485549185416 7.5677499780431381 267.70500553445891 leaf_count=136 78 2592 internal_value=0 0.000159368 internal_weight=0 275.374 internal_count=2806 2728 is_linear=0 shrinkage=0.00188709 Tree=2416 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=16.7561 13.9064 10.5994 threshold=-0.060324999999999997 -0.10072999999999999 -0.099894999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7452207095543452e-05 0.00028313485936064974 -0.00014063430794569455 2.8870644056114423e-05 leaf_weight=109.20756722893566 34.361421482637525 101.92068922193721 46.229066776111722 leaf_count=565 177 1706 331 internal_value=0 -4.85228e-05 0.000137323 internal_weight=0 211.128 80.5905 internal_count=2779 2271 508 is_linear=0 shrinkage=0.00034677 Tree=2417 num_leaves=4 num_cat=0 split_feature=0 1186 3 split_gain=14.7888 12.0824 11.008 threshold=-0.060324999999999997 0.085080000000000003 0.075710000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036648780572968157 0.0012312110121570424 0.0026105491474051855 -0.00060273587113741261 leaf_weight=197.4200665303506 59.109323060140014 6.0819254564121357 18.688210680149496 leaf_count=2221 400 50 108 internal_value=0 -0.000277279 0.000790628 internal_weight=0 203.502 77.7975 internal_count=2779 2271 508 is_linear=0 shrinkage=0.0020835 Tree=2418 num_leaves=4 num_cat=0 split_feature=1456 0 43 split_gain=15.7248 15.445 0.0273923 threshold=-1.0000000180025095e-35 -0.060324999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041020215458643694 -3.5613026832720771e-05 0.00016039249090975995 -0.00046308558163127636 leaf_weight=7.3335254834964871 204.12314305198379 78.374178512021899 4.0988608775660378 leaf_count=210 2036 483 50 internal_value=0 1.87726e-05 -0.000429903 internal_weight=0 282.497 11.4324 internal_count=2779 2519 260 is_linear=0 shrinkage=0.000375355 Tree=2419 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=15.2877 13.6875 10.3082 threshold=-0.060324999999999997 -0.10072999999999999 0.075710000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9481171828668397e-05 0.00020868856919124999 -0.00014448663380979711 -9.5158951136123325e-05 leaf_weight=109.63749510329217 60.991558867506683 101.22984238225035 19.064925166778266 leaf_count=565 400 1706 108 internal_value=0 -4.88403e-05 0.000136324 internal_weight=0 210.867 80.0565 internal_count=2779 2271 508 is_linear=0 shrinkage=0.00036078 Tree=2420 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=14.9073 15.415 2.55746 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.090304999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.0906690490298934e-05 -3.323807170604578e-05 0.0015806535320296829 -0.0021127575359383426 leaf_weight=2.556085809133946 245.46177342231385 23.036004676483572 13.245133489137514 leaf_count=25 2233 193 393 internal_value=0 0.00010533 -0.00177969 internal_weight=0 268.498 15.8012 internal_count=2844 2426 418 is_linear=0 shrinkage=0.00188709 Tree=2421 num_leaves=4 num_cat=0 split_feature=1213 484 1209 split_gain=15.4863 11.9186 2.4727 threshold=-1.0000000180025095e-35 -0.076799999999999993 0.09111000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041364269737197731 -0.00028152631260737866 3.7841491130415666e-05 -3.5100621231554865e-05 leaf_weight=13.623412729939448 16.824611004674807 261.50945541961119 2.8243545992299905 leaf_count=375 309 2117 43 internal_value=0 1.85185e-05 -0.000348757 internal_weight=0 278.334 16.4478 internal_count=2844 2426 418 is_linear=0 shrinkage=0.000367995 Tree=2422 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=14.4963 14.6742 2.84809 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.091964999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016468486296674915 -4.1277578434529378e-05 0.0019529348722920599 -0.0026800873370189152 leaf_weight=2.377045181579887 245.62676187278703 23.105510998517275 13.167397720739244 leaf_count=24 2233 193 394 internal_value=0 0.000130311 -0.0022454 internal_weight=0 268.732 15.5444 internal_count=2844 2426 418 is_linear=0 shrinkage=0.00239329 Tree=2423 num_leaves=4 num_cat=0 split_feature=1213 484 52 split_gain=15.5317 12.0597 2.71422 threshold=-1.0000000180025095e-35 -0.076799999999999993 -0.091964999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.2710567860950399e-06 -0.00029121180497365413 4.0809929003341277e-05 -0.00042834863233141683 leaf_weight=2.4674021569080677 17.055956001626328 263.4424010370858 13.908349939156322 leaf_count=24 309 2117 394 internal_value=0 2.06026e-05 -0.00036278 internal_weight=0 280.498 16.3758 internal_count=2844 2426 418 is_linear=0 shrinkage=0.000382862 Tree=2424 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=16.7945 22.303 10.1985 threshold=-0.09812499999999999 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025366411224258032 -0.00010654222812110135 0.00020930282147579529 -0.00011779026049460017 leaf_weight=42.584891918115318 198.68648759322241 35.700168758630753 13.070625768974422 leaf_count=233 2244 264 86 internal_value=0 -5.84217e-05 0.000166418 internal_weight=0 234.387 55.6555 internal_count=2827 2508 319 is_linear=0 shrinkage=0.000367995 Tree=2425 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=15.475 18.7696 10.0383 threshold=-0.09812499999999999 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015983304512729654 -0.00065135361907556265 0.001253099132779819 -0.00078275321735193448 leaf_weight=40.998871554154903 191.59489344037138 33.448759981431067 12.773285511881111 leaf_count=233 2244 264 86 internal_value=0 -0.000368208 0.00103264 internal_weight=0 225.044 53.7722 internal_count=2827 2508 319 is_linear=0 shrinkage=0.00234636 Tree=2426 num_leaves=4 num_cat=0 split_feature=42 123 393 split_gain=16.2196 14.4284 11.6842 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083525000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036855138879470357 -7.7582563008535528e-06 0.00032569455453684409 6.8553343179108631e-05 leaf_weight=32.935021092183888 217.6408044542186 23.740124723874032 14.5458208899945 leaf_count=629 1861 201 136 internal_value=0 2.50604e-05 -0.00023467 internal_weight=0 241.381 47.4808 internal_count=2827 2062 765 is_linear=0 shrinkage=0.000406297 Tree=2427 num_leaves=4 num_cat=0 split_feature=42 123 393 split_gain=15.08 12.4277 11.5736 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083525000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002395787808137055 -3.444620783397374e-05 0.0020488658225469216 0.00049392185214456046 leaf_weight=31.296798370080069 210.9068382489495 22.067201633006334 13.996809925884007 leaf_count=629 1861 201 136 internal_value=0 0.000163036 -0.00150297 internal_weight=0 232.974 45.2936 internal_count=2827 2062 765 is_linear=0 shrinkage=0.00264238 Tree=2428 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=13.1952 14.968 5.22172 threshold=0.12856000000000004 0.11978500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5050591946987124e-07 0.00046564406160737114 -0.00048239503337140351 0.00013159714520558357 leaf_weight=251.6871546600014 11.073305251076819 10.163979156874118 20.076304279267788 leaf_count=2513 125 70 121 internal_value=0 -1.82292e-05 0.000250559 internal_weight=0 261.851 31.1496 internal_count=2829 2583 246 is_linear=0 shrinkage=0.00039052 Tree=2429 num_leaves=4 num_cat=0 split_feature=1 157 13 split_gain=11.626 13.9251 5.3566 threshold=0.12856000000000004 -0.084489999999999996 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021358659899028813 0.0025735759262883974 2.9712555945752162e-05 0.00065997990852372304 leaf_weight=14.188874008832498 10.111739065498115 238.84216174134053 19.047862536273897 leaf_count=212 125 2371 121 internal_value=0 -9.18756e-05 0.00132481 internal_weight=0 253.031 29.1596 internal_count=2829 2583 246 is_linear=0 shrinkage=0.00212517 Tree=2430 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=12.7795 25.1378 13.1103 threshold=1.0000000180025095e-35 -0.21083999999999997 -0.048759999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025519004355452178 0.00047764816687609623 -9.9945496692563577e-05 1.4795142425482674e-05 leaf_weight=43.118293154984713 10.503712583333252 144.3469934752211 93.609885388053954 leaf_count=280 36 2038 475 internal_value=0 -6.07126e-05 9.06306e-05 internal_weight=0 154.851 136.728 internal_count=2829 2074 755 is_linear=0 shrinkage=0.00036078 Tree=2431 num_leaves=4 num_cat=0 split_feature=1 48 15 split_gain=13.0415 14.7382 3.69285 threshold=0.12856000000000004 0.11978500000000002 -0.054259999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.8304209971880596e-08 0.00035964187047121519 -0.00047069445423724468 9.082911852762136e-05 leaf_weight=250.54385273950174 17.626397389918569 10.131229709368197 13.046530511230229 leaf_count=2513 176 70 70 internal_value=0 -1.84213e-05 0.000245432 internal_weight=0 260.675 30.6729 internal_count=2829 2583 246 is_linear=0 shrinkage=0.000382862 Tree=2432 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=13.5733 19.983 5.7065 threshold=0.11584000000000001 0.082870000000000013 0.19819000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038835250840194583 0.00041718546182712796 0.0010309178245981885 0.0017121365299176533 leaf_weight=193.60581547231413 29.335459146648645 43.193035444244742 20.649694337509573 leaf_count=2229 179 205 221 internal_value=0 -0.00012941 0.000952601 internal_weight=0 236.799 49.9852 internal_count=2834 2434 400 is_linear=0 shrinkage=0.00188709 Tree=2433 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=15.1577 21.669 5.99018 threshold=0.11584000000000001 0.082870000000000013 0.19819000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2632106002439632e-05 8.4524123280739193e-05 0.00020706183499496862 0.00034250921468248008 leaf_weight=200.27677688910626 30.183047376573086 44.433299500495195 21.870060614310205 leaf_count=2229 179 205 221 internal_value=0 -3.00188e-05 0.000193002 internal_weight=0 244.71 52.0531 internal_count=2834 2434 400 is_linear=0 shrinkage=0.000375355 Tree=2434 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=13.088 19.1681 5.62177 threshold=0.11584000000000001 0.082870000000000013 0.19819000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042858019751058609 0.00046008200326945828 0.0011382400499941759 0.0019136209293747655 leaf_weight=193.52876017149538 29.312132008373737 43.101187024265528 20.368151051923633 leaf_count=2229 179 205 221 internal_value=0 -0.000143121 0.00105652 internal_weight=0 236.63 49.6803 internal_count=2834 2434 400 is_linear=0 shrinkage=0.00212517 Tree=2435 num_leaves=4 num_cat=0 split_feature=1 457 4 split_gain=12.5916 18.3566 5.5311 threshold=0.11584000000000001 0.082870000000000013 0.19819000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004539783882681692 0.00048749431217797807 0.0012076447523815537 0.0020553365007553543 leaf_weight=193.32918631262146 29.273500736802816 42.988248735666275 20.070111056789756 leaf_count=2229 179 205 221 internal_value=0 -0.000151641 0.00112575 internal_weight=0 236.317 49.3436 internal_count=2834 2434 400 is_linear=0 shrinkage=0.00230035 Tree=2436 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=13.1626 13.3611 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017575889333625444 -0.002660011753305594 0.00027417353197597906 leaf_weight=15.455704481108112 7.6522417943924657 263.98012581700459 leaf_count=426 51 2370 internal_value=0 0.000161684 internal_weight=0 279.436 internal_count=2847 2796 is_linear=0 shrinkage=0.00212517 Tree=2437 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=12.5888 12.9039 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019221823460134171 -0.002873134556530666 0.00029593326743967529 leaf_weight=15.255639061797408 7.6470298990607253 263.96903289901093 leaf_count=426 51 2370 internal_value=0 0.000174622 internal_weight=0 279.225 internal_count=2847 2796 is_linear=0 shrinkage=0.00234636 Tree=2438 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=12.0399 12.6186 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001129701684480408 -0.0025457971907339289 0.00031370464080464913 leaf_weight=30.721443497575819 7.6418715119361869 248.29697175254114 leaf_count=665 51 2131 internal_value=0 0.000154711 internal_weight=0 279.018 internal_count=2847 2796 is_linear=0 shrinkage=0.00212517 Tree=2439 num_leaves=4 num_cat=0 split_feature=1212 1374 15 split_gain=11.6335 12.2002 0.069258 threshold=0.08401500000000002 0.090240000000000015 0.079360000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021668140576076514 -0.0025602169205192326 -0.0023468653537052526 -0.0021031341020674877 leaf_weight=270.44883602322079 2.5701945228502137 7.6367835197597733 5.7869078551884741 leaf_count=2517 36 51 243 internal_value=0 0.000146125 -0.00224922 internal_weight=0 278.086 8.3571 internal_count=2847 2568 279 is_linear=0 shrinkage=0.00200259 Tree=2440 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=12.9485 16.1573 14.7504 threshold=1.0000000180025095e-35 -0.043084999999999991 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021825572765208419 0.00028831856610735427 -2.6193227448490351e-05 -0.0001185518721258388 leaf_weight=43.628718077205122 10.620525101199744 96.325881909579039 142.30654866830446 leaf_count=277 44 500 2002 internal_value=0 5.00294e-05 -9.02629e-05 internal_weight=0 139.955 152.927 internal_count=2823 777 2046 is_linear=0 shrinkage=0.000333305 Tree=2441 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=16.2847 24.8076 15.0773 threshold=0.085880000000000026 -0.038029999999999987 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039615306501119586 0.00010335531885771598 -2.4096171944238498e-05 -0.00015880414499128622 leaf_weight=34.009514266392216 135.83847554447129 84.62709749629721 38.004561088047922 leaf_count=558 997 1013 255 internal_value=0 -0.0001308 4.60324e-05 internal_weight=0 118.637 173.843 internal_count=2823 1571 1252 is_linear=0 shrinkage=0.000367995 Tree=2442 num_leaves=3 num_cat=0 split_feature=147 0 split_gain=10.4377 12.9883 threshold=0.089245000000000005 -0.076734999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00064829651621398456 0.0012913011724926639 0.00035569246765651942 leaf_weight=162.41088592703454 21.672834496945143 96.509655154775828 leaf_count=1822 123 878 internal_value=0 -0.000274073 internal_weight=0 258.921 internal_count=2823 2700 is_linear=0 shrinkage=0.00216767 Tree=2443 num_leaves=4 num_cat=0 split_feature=1 15 47 split_gain=16.7265 24.5757 13.5139 threshold=0.085880000000000026 -0.038029999999999987 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040398345493528108 0.00010306123052941807 -2.6608275137330901e-05 -0.00014989565280694632 leaf_weight=34.119088708423078 135.70982758142054 84.49083612812683 38.092809385620058 leaf_count=558 997 1013 255 internal_value=0 -0.000135211 4.76096e-05 internal_weight=0 118.61 173.803 internal_count=2823 1571 1252 is_linear=0 shrinkage=0.000375355 Tree=2444 num_leaves=4 num_cat=0 split_feature=403 484 151 split_gain=16.1798 11.3231 9.10272 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.085124999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021950359881042688 -0.00020566325981474196 6.6559963910610426e-05 -0.00034073865515281702 leaf_weight=5.4585480690002433 26.978981679305434 237.66293982393108 28.903186559677124 leaf_count=22 405 1796 680 internal_value=0 3.87953e-05 -0.000251669 internal_weight=0 264.642 34.3617 internal_count=2903 2201 702 is_linear=0 shrinkage=0.00039833 Tree=2445 num_leaves=4 num_cat=0 split_feature=403 484 0 split_gain=16.3341 10.9934 9.19941 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.13112499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015339582779936214 -0.0001861306147810581 6.3122470772617988e-05 -0.00032623779179756946 leaf_weight=6.7270400691777459 26.640172344166785 236.93588192248717 27.547632210655138 leaf_count=34 405 1796 668 internal_value=0 3.79183e-05 -0.000232068 internal_weight=0 263.576 34.2747 internal_count=2903 2201 702 is_linear=0 shrinkage=0.000367995 Tree=2446 num_leaves=4 num_cat=0 split_feature=403 482 0 split_gain=14.9035 10.6878 8.92327 threshold=-1.0000000180025095e-35 0.092060000000000017 -0.13112499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00099426758463186252 0.00033853780659158749 -0.0022900653256034305 -0.0020695262888700159 leaf_weight=6.5596794262528411 245.21883361483924 8.8032641028985363 25.676653594477102 leaf_count=34 2060 141 668 internal_value=0 0.000247277 -0.00144586 internal_weight=0 254.022 32.2363 internal_count=2903 2201 702 is_linear=0 shrinkage=0.00234636 Tree=2447 num_leaves=4 num_cat=0 split_feature=403 484 151 split_gain=14.3708 10.4114 8.71775 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.085124999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013494806903809717 -0.0012067692010093022 0.00040815106345655521 -0.0020140029660895742 leaf_weight=5.2763189394027021 25.38942312146537 228.56674178200774 26.622964200796559 leaf_count=22 405 1796 680 internal_value=0 0.00024662 -0.00145719 internal_weight=0 253.956 31.8993 internal_count=2903 2201 702 is_linear=0 shrinkage=0.00239329 Tree=2448 num_leaves=4 num_cat=0 split_feature=133 160 133 split_gain=11.0913 11.1295 0.0771988 threshold=0.16912000000000002 0.09389500000000002 0.51400500000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4307487323704041e-05 -0.00039890052112805948 -0.00019278875169752131 -0.00031164343375980467 leaf_weight=253.71499607269652 7.3614454586058837 28.555408634012565 2.3390161050483584 leaf_count=2285 201 239 69 internal_value=0 2.92991e-05 -0.000378514 internal_weight=0 282.27 9.70046 internal_count=2794 2524 270 is_linear=0 shrinkage=0.000375355 Tree=2449 num_leaves=3 num_cat=0 split_feature=158 156 split_gain=10.8088 11.3313 threshold=0.11015500000000002 0.091280000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032219563537130293 -0.0026236981034364415 -0.0014259745285452625 leaf_weight=252.63983186706901 7.0972519183997056 20.360462237615138 leaf_count=2425 130 239 internal_value=0 0.000191726 internal_weight=0 273 internal_count=2794 2664 is_linear=0 shrinkage=0.00225525 Tree=2450 num_leaves=3 num_cat=0 split_feature=158 133 split_gain=10.468 10.9557 threshold=0.11015500000000002 0.16912000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025478409078730837 -0.0024527437578134624 -0.0021419956466750718 leaf_weight=264.08772374456748 6.9948937906883648 8.8847580959554744 leaf_count=2395 130 269 internal_value=0 0.000176629 internal_weight=0 272.972 internal_count=2794 2664 is_linear=0 shrinkage=0.00212517 Tree=2451 num_leaves=4 num_cat=0 split_feature=133 160 12 split_gain=10.764 10.6426 0.0674468 threshold=0.16912000000000002 0.09389500000000002 0.092900000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4017031284089443e-05 -0.00031893813059360478 -0.00018844293223974231 -0.00039950352853466238 leaf_weight=252.85889795911498 2.5788898430764657 28.349180864868686 6.8327287812717259 leaf_count=2285 83 239 187 internal_value=0 2.9563e-05 -0.000378118 internal_weight=0 281.208 9.41162 internal_count=2794 2524 270 is_linear=0 shrinkage=0.000375355 Tree=2452 num_leaves=4 num_cat=0 split_feature=42 156 1456 split_gain=13.4263 18.0809 13.6342 threshold=-1.0000000180025095e-35 0.050840000000000003 0.075285000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029165298740122187 5.8077474864267611e-05 0.00026250902671475038 -0.00037105615218691274 leaf_weight=41.243319383822381 233.60183059144765 10.896979216951875 11.362311066593973 leaf_count=696 1843 66 215 internal_value=0 -0.000175783 3.81454e-05 internal_weight=0 52.1403 244.964 internal_count=2820 762 2058 is_linear=0 shrinkage=0.000382862 Tree=2453 num_leaves=4 num_cat=0 split_feature=42 474 480 split_gain=13.8631 14.4264 13.0388 threshold=-1.0000000180025095e-35 0.080165000000000014 0.086640000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015216011488457149 0.00033965154509156168 0.0015974968170359679 -0.0022035637074952685 leaf_weight=40.851156576070935 221.57014026981778 7.9933636863715938 9.4757603020407242 leaf_count=717 1885 45 173 internal_value=0 -0.00101074 0.000235175 internal_weight=0 48.8445 231.046 internal_count=2820 762 2058 is_linear=0 shrinkage=0.00212517 Tree=2454 num_leaves=4 num_cat=0 split_feature=42 156 1429 split_gain=14.0942 16.8663 13.2847 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=-0.00028380947519111757 -0.00042557587110241723 0.00023975559139987875 5.2908846852771904e-05 leaf_weight=40.54464741400443 8.1147446678951365 10.470595092047004 231.60254650493152 leaf_count=696 132 66 1926 internal_value=0 -0.000176301 3.66789e-05 internal_weight=0 51.0152 239.717 internal_count=2820 762 2058 is_linear=0 shrinkage=0.000367995 Tree=2455 num_leaves=4 num_cat=0 split_feature=42 156 1456 split_gain=14.1414 17.0187 12.8724 threshold=-1.0000000180025095e-35 0.050840000000000003 0.075285000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029382441656087145 6.130496337348413e-05 0.00025376044059629893 -0.00036767781047952649 leaf_weight=40.236072129569948 227.2888379059732 10.471394466236232 10.71880783094093 leaf_count=696 1843 66 215 internal_value=0 -0.000180692 4.19575e-05 internal_weight=0 50.7075 238.008 internal_count=2820 762 2058 is_linear=0 shrinkage=0.000382862 Tree=2456 num_leaves=4 num_cat=0 split_feature=403 484 1 split_gain=14.3814 15.4995 2.24768 threshold=-0.088654999999999984 -1.0000000180025095e-35 0.091835000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041223311862702218 -0.00025121324032640377 5.9062519177083877e-05 -3.0358938224483933e-05 leaf_weight=12.407812542747704 24.90662621287629 252.13943099533208 2.635294107720255 leaf_count=353 427 2041 38 internal_value=0 3.11531e-05 -0.000345459 internal_weight=0 277.046 15.0431 internal_count=2859 2468 391 is_linear=0 shrinkage=0.000375355 Tree=2457 num_leaves=4 num_cat=0 split_feature=403 484 1 split_gain=14.8852 14.6812 2.33874 threshold=-0.088654999999999984 -1.0000000180025095e-35 0.091835000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042093006528281558 -0.00024912215257373913 5.76310713337483e-05 -3.0933036448730139e-05 leaf_weight=12.917585822055115 25.078533429186791 257.68985549220815 2.73335401341319 leaf_count=353 427 2041 38 internal_value=0 3.04104e-05 -0.00035294 internal_weight=0 282.768 15.6509 internal_count=2859 2468 391 is_linear=0 shrinkage=0.000382862 Tree=2458 num_leaves=4 num_cat=0 split_feature=403 484 1 split_gain=13.6854 14.7374 2.13359 threshold=-0.088654999999999984 -1.0000000180025095e-35 0.091835000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023345912986838541 -0.0014123955850290956 0.00033954992861668748 -0.00018064336700289823 leaf_weight=11.710040647303684 23.780986703932285 244.05705554527231 2.5279628233984104 leaf_count=353 427 2041 38 internal_value=0 0.000183907 -0.00195291 internal_weight=0 267.838 14.238 internal_count=2859 2468 391 is_linear=0 shrinkage=0.00212517 Tree=2459 num_leaves=4 num_cat=0 split_feature=403 158 15 split_gain=13.8985 12.4356 2.25456 threshold=-0.088654999999999984 0.084965000000000027 -0.12995999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3041349388068084e-05 5.2605567645801358e-05 -0.00022515097280192194 -0.00039503582304910003 leaf_weight=2.5719784079119572 253.80381694622338 22.852405754383653 12.132477273931723 leaf_count=29 2170 298 362 internal_value=0 2.96483e-05 -0.000330084 internal_weight=0 276.656 14.7045 internal_count=2859 2468 391 is_linear=0 shrinkage=0.00036078 Tree=2460 num_leaves=4 num_cat=0 split_feature=52 42 15 split_gain=13.0348 11.6559 1.34685 threshold=0.41269500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00089226253897020159 -0.0032416934226224448 0.00037425815867927386 -0.0013671377905009269 leaf_weight=48.611212800722569 6.4416690617799759 225.52368165482767 3.1975401092786324 leaf_count=732 114 1922 84 internal_value=0 0.000149625 -0.00262379 internal_weight=0 274.135 9.63921 internal_count=2852 2654 198 is_linear=0 shrinkage=0.00234636 Tree=2461 num_leaves=4 num_cat=0 split_feature=52 42 15 split_gain=13.5358 11.9158 1.24227 threshold=0.41269500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013610840989880803 -0.00049302705179912472 5.7170481663415068e-05 -0.00022386828187162191 leaf_weight=50.475929699838161 6.656516125658527 233.53359585022554 3.4307949831709248 leaf_count=732 114 1922 84 internal_value=0 2.28129e-05 -0.000402079 internal_weight=0 284.01 10.0873 internal_count=2852 2654 198 is_linear=0 shrinkage=0.00036078 Tree=2462 num_leaves=4 num_cat=0 split_feature=52 42 15 split_gain=13.0705 11.5992 1.28542 threshold=0.41269500000000003 -1.0000000180025095e-35 -0.0077299999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013795135643547023 -0.00050653766080954634 5.7084386780167367e-05 -0.00022726648126052427 leaf_weight=50.201886617811397 6.3644952597096562 232.29403027147055 3.5097652138210815 leaf_count=732 107 1922 91 internal_value=0 2.24179e-05 -0.000407902 internal_weight=0 282.496 9.87426 internal_count=2852 2654 198 is_linear=0 shrinkage=0.000367995 Tree=2463 num_leaves=4 num_cat=0 split_feature=52 42 15 split_gain=12.6471 11.1587 1.34099 threshold=0.41269500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00083998607550316365 -0.0031029450493562805 0.0003514755880867887 -0.0012967161655669385 leaf_weight=48.563364904373884 6.3278972571715713 225.77060058969073 3.1803620581049454 leaf_count=732 114 1922 84 internal_value=0 0.000140516 -0.0025026 internal_weight=0 274.334 9.50826 internal_count=2852 2654 198 is_linear=0 shrinkage=0.00225525 Tree=2464 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=13.4269 17.9062 threshold=-0.29526499999999994 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048755060691523899 -2.268648925586618e-05 0.0002621579131269013 leaf_weight=8.017402704805134 249.73772292188369 37.144571479409933 leaf_count=65 2470 308 internal_value=0 1.42092e-05 internal_weight=0 286.882 internal_count=2843 2778 is_linear=0 shrinkage=0.000382862 Tree=2465 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=13.0799 18.045 threshold=-0.29526499999999994 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047056897423169281 -2.2443221148091147e-05 0.00025658827933651917 leaf_weight=8.0581496972590667 252.07692795968615 37.493811637163162 leaf_count=65 2470 308 internal_value=0 1.37005e-05 internal_weight=0 289.571 internal_count=2843 2778 is_linear=0 shrinkage=0.000375355 Tree=2466 num_leaves=3 num_cat=0 split_feature=151 38 split_gain=13.7043 13.7399 threshold=-0.29526499999999994 0.087760000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0029809851982570881 0.00017288673372742276 -0.0030731069488390099 leaf_weight=7.8857777733355752 271.76762796973344 7.0611179061233988 leaf_count=65 2724 54 internal_value=0 9.04797e-05 internal_weight=0 278.829 internal_count=2843 2778 is_linear=0 shrinkage=0.00230035 Tree=2467 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=12.8855 17.5609 threshold=-0.29526499999999994 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049613546055432827 -2.2441836435088334e-05 0.00027133237100269319 leaf_weight=8.0144112510606629 251.13051967020147 37.028821456246078 leaf_count=65 2470 308 internal_value=0 1.5324e-05 internal_weight=0 288.159 internal_count=2843 2778 is_linear=0 shrinkage=0.00039833 Tree=2468 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=10.5789 13.6789 threshold=0.27266500000000005 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013249045096891234 -0.0024027724177842547 -0.00012096498015413491 leaf_weight=28.041437979787588 7.0745334075763813 249.30173957243096 leaf_count=185 52 2645 internal_value=0 2.53042e-05 internal_weight=0 277.343 internal_count=2882 2830 is_linear=0 shrinkage=0.00196333 Tree=2469 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=13.9829 16.1998 11.4822 threshold=1.0000000180025095e-35 -0.098749999999999991 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010818394865470109 0.00013225516240483498 -0.00013007212488953498 -0.00017111822105737241 leaf_weight=120.62338715605438 33.137130938470364 123.81174062425271 18.897770354524255 leaf_count=672 169 1927 114 internal_value=0 -7.46768e-05 7.0335e-05 internal_weight=0 156.949 139.521 internal_count=2882 2096 786 is_linear=0 shrinkage=0.000333305 Tree=2470 num_leaves=4 num_cat=0 split_feature=12 13 16 split_gain=10.6436 14.7139 11.5165 threshold=1.0000000180025095e-35 -0.098749999999999991 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00069696242135963129 0.00091551529575818605 -0.00083948981630125306 -0.0012555477385005538 leaf_weight=116.24999542813748 32.181120962370187 117.61617867136374 18.515556654892862 leaf_count=672 169 1927 114 internal_value=0 -0.000462391 0.000428565 internal_weight=0 149.797 134.766 internal_count=2882 2096 786 is_linear=0 shrinkage=0.00230035 Tree=2471 num_leaves=4 num_cat=0 split_feature=12 13 3 split_gain=10.2015 14.1077 11.3834 threshold=1.0000000180025095e-35 -0.098749999999999991 -0.015474999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016917587845675347 0.00096981229978093956 -0.00089189414697667048 3.0352480007211025e-05 leaf_weight=34.314952613785863 32.146885960828513 117.14916994876694 100.15584345813841 leaf_count=187 169 1927 599 internal_value=0 -0.000490953 0.000454499 internal_weight=0 149.296 134.471 internal_count=2882 2096 786 is_linear=0 shrinkage=0.00248997 Tree=2472 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=10.1025 10.7359 threshold=0.51014500000000018 0.08456000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0327401274074821e-05 0.0028144084269951706 -0.0029150422919395507 leaf_weight=265.14171292528044 9.3038500631228072 9.0930615516845119 leaf_count=2502 135 190 internal_value=0 -3.85258e-05 internal_weight=0 274.235 internal_count=2827 2692 is_linear=0 shrinkage=0.00269523 Tree=2473 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=12.2443 20.7093 3.34862 threshold=-0.24436499999999997 -0.11532999999999999 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001116877939856438 -0.00030899566158323969 1.6936731007008569e-05 0.00038525291979180727 leaf_weight=11.154806905426087 28.320992425549775 242.45514461235143 12.217909428291021 leaf_count=95 230 2367 135 internal_value=0 -1.71725e-05 0.00025489 internal_weight=0 270.776 23.3727 internal_count=2827 2597 230 is_linear=0 shrinkage=0.00036078 Tree=2474 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=9.93043 22.3456 3.53033 threshold=-0.24436499999999997 -0.11532999999999999 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00063375633073979273 -0.0022102767838484646 0.00016464203951470829 0.002651421026851231 leaf_weight=10.450057949870827 27.418055009096861 234.48572029382922 11.089626765809951 leaf_count=95 230 2367 135 internal_value=0 -8.41253e-05 0.00167397 internal_weight=0 261.904 21.5397 internal_count=2827 2597 230 is_linear=0 shrinkage=0.00248997 Tree=2475 num_leaves=3 num_cat=0 split_feature=4 457 split_gain=9.7429 10.5451 threshold=0.51014500000000018 0.069705000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021698167038090521 0.002215590862360652 0.00089885888283552755 leaf_weight=228.28125878353603 8.9934146516025049 45.929521067067981 leaf_count=2461 135 231 internal_value=0 -3.0032e-05 internal_weight=0 274.211 internal_count=2827 2692 is_linear=0 shrinkage=0.00212517 Tree=2476 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=14.6473 15.5008 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028557029939907743 -0.00049883492659590078 -5.879336099115744e-06 leaf_weight=27.294555337168276 7.4878921760246149 259.46562175708823 leaf_count=196 55 2585 internal_value=0 2.18787e-05 internal_weight=0 286.76 internal_count=2836 2781 is_linear=0 shrinkage=0.000367995 Tree=2477 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=14.5246 15.3493 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00027539270979080399 -0.00047640277422883654 -3.5292209639290706e-06 leaf_weight=27.275416998192668 7.4531144797801963 258.03041392588057 leaf_count=196 55 2585 internal_value=0 2.31525e-05 internal_weight=0 285.306 internal_count=2836 2781 is_linear=0 shrinkage=0.000353706 Tree=2478 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=14.4678 15.2459 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031017550338623839 -0.00053687742278438731 -3.852671265651718e-06 leaf_weight=27.093159016221762 7.4140571355819693 257.5697253192775 leaf_count=196 55 2585 internal_value=0 2.60542e-05 internal_weight=0 284.663 internal_count=2836 2781 is_linear=0 shrinkage=0.00039833 Tree=2479 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=14.0183 15.8398 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029761721040624675 -0.00050447058987364171 -7.1700930258892099e-06 leaf_weight=27.60232558939606 7.5941851707175365 262.78321299841627 leaf_count=196 55 2585 internal_value=0 2.18188e-05 internal_weight=0 290.386 internal_count=2836 2781 is_linear=0 shrinkage=0.000382862 Tree=2480 num_leaves=4 num_cat=0 split_feature=1213 1456 52 split_gain=14.79 12.61 1.95493 threshold=-1.0000000180025095e-35 0.084325000000000011 -0.097769999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.894624124445119e-05 4.590706541932193e-05 -0.00042424169451852565 -0.00043166576606804274 leaf_weight=2.2939642695710054 273.99600570742041 8.9664939967915398 12.407109349733217 leaf_count=26 2267 171 387 internal_value=0 3.09814e-05 -0.000370516 internal_weight=0 282.962 14.7011 internal_count=2851 2438 413 is_linear=0 shrinkage=0.00039052 Tree=2481 num_leaves=4 num_cat=0 split_feature=1213 1456 52 split_gain=14.8634 12.7545 1.90669 threshold=-1.0000000180025095e-35 0.084325000000000011 -0.097769999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2925261090764704e-05 4.5870378263424218e-05 -0.00040928162329903429 -0.0004152734779910613 leaf_weight=2.3045953707769504 272.2514043119736 8.9407824962399882 12.306780925020574 leaf_count=26 2267 171 387 internal_value=0 3.13716e-05 -0.000356677 internal_weight=0 281.192 14.6114 internal_count=2851 2438 413 is_linear=0 shrinkage=0.000375355 Tree=2482 num_leaves=4 num_cat=0 split_feature=1213 1456 13 split_gain=15.3113 12.2888 1.56424 threshold=-1.0000000180025095e-35 0.084325000000000011 -0.10081 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.2202908636048371e-05 4.4660628593615591e-05 -0.00040552792018240855 -0.00041245269572937412 leaf_weight=2.4217838142067185 272.29169520619325 8.800554799847303 12.523822463117538 leaf_count=19 2267 171 394 internal_value=0 3.05394e-05 -0.000359112 internal_weight=0 281.092 14.9456 internal_count=2851 2438 413 is_linear=0 shrinkage=0.000375355 Tree=2483 num_leaves=4 num_cat=0 split_feature=1213 156 13 split_gain=15.4204 13.019 1.52458 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.10023999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.8588032641684792e-05 -0.00043656819020215234 4.3178378244663366e-05 -0.00041247782641645086 leaf_weight=2.457505169324576 8.1882398945745063 275.27265660325065 12.630948942620305 leaf_count=20 149 2289 393 internal_value=0 2.92916e-05 -0.000359903 internal_weight=0 283.461 15.0885 internal_count=2851 2438 413 is_linear=0 shrinkage=0.000375355 Tree=2484 num_leaves=4 num_cat=0 split_feature=0 43 457 split_gain=15.272 18.6073 14.6808 threshold=-0.070894999999999986 -0.074204999999999979 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068817610564613526 0.0018234627860846515 -0.00020729488857993528 0.00087118243587606904 leaf_weight=151.52045071334578 43.258854598272592 48.84606565348804 38.494108490645885 leaf_count=1908 289 458 182 internal_value=0 0.00074667 -0.000372218 internal_weight=0 92.1049 190.015 internal_count=2837 747 2090 is_linear=0 shrinkage=0.00225525 Tree=2485 num_leaves=4 num_cat=0 split_feature=0 43 457 split_gain=14.6162 17.8559 14.048 threshold=-0.070894999999999986 -0.074204999999999979 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062229098214887368 0.0016521722233843262 -0.00018720574604286306 0.0007878350671916294 leaf_weight=151.33251103851944 43.120509055908769 48.848382359836251 38.443839900195599 leaf_count=1908 289 458 182 internal_value=0 0.000675368 -0.000336585 internal_weight=0 91.9689 189.776 internal_count=2837 747 2090 is_linear=0 shrinkage=0.0020835 Tree=2486 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=12.0992 16.1519 12.1263 threshold=0.0047850000000000011 -0.10072999999999999 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007883039031422285 -0.00076806060472756228 -0.00059142997829424648 0.0019064543508707961 leaf_weight=64.010452569462359 13.260986883193253 172.68994563887827 31.421133144758642 leaf_count=392 66 2110 269 internal_value=0 -0.000218278 0.00111271 internal_weight=0 236.7 44.6821 internal_count=2837 2502 335 is_linear=0 shrinkage=0.00234636 Tree=2487 num_leaves=4 num_cat=0 split_feature=0 43 457 split_gain=13.7608 17.0876 13.5238 threshold=-0.070894999999999986 -0.074204999999999979 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00074109384306729465 0.0019715709721831406 -0.00022717096133157802 0.00094728346372004212 leaf_weight=150.77138185827062 42.801458097063005 48.754831542726606 38.376512311398983 leaf_count=1908 289 458 182 internal_value=0 0.000800911 -0.000398475 internal_weight=0 91.5563 189.148 internal_count=2837 747 2090 is_linear=0 shrinkage=0.00253977 Tree=2488 num_leaves=4 num_cat=0 split_feature=52 42 47 split_gain=13.0864 13.5665 5.88822 threshold=0.18829500000000002 -1.0000000180025095e-35 0.085165000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00094968634990588848 -0.002485423740306312 0.00048327410046397043 0.00062953438899317204 leaf_weight=45.580124514177442 15.269721104996281 222.4881344595924 4.4900077879428855 leaf_count=705 292 1823 49 internal_value=0 0.000239575 -0.00177769 internal_weight=0 268.068 19.7597 internal_count=2869 2528 341 is_linear=0 shrinkage=0.00239329 Tree=2489 num_leaves=4 num_cat=0 split_feature=159 42 16 split_gain=13.5648 14.2509 7.14144 threshold=-0.032069999999999994 -1.0000000180025095e-35 -0.15317999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022224736590439374 -0.00015669611725832635 7.7107438263938831e-05 -0.00039244739324079304 leaf_weight=3.4441112494096187 48.04841039981693 229.98983553098515 17.320057256380096 leaf_count=35 706 1789 339 internal_value=0 3.66953e-05 -0.000290379 internal_weight=0 278.038 20.7642 internal_count=2869 2495 374 is_linear=0 shrinkage=0.00039052 Tree=2490 num_leaves=4 num_cat=0 split_feature=52 52 47 split_gain=12.6252 13.4595 5.71553 threshold=0.18829500000000002 0.14114500000000005 0.085165000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013802149800134646 -0.0025080288983398173 0.003205906627711347 0.00062007706385471689 leaf_weight=259.29251623270102 15.109438851708548 8.7925864499993605 4.5124900406226507 leaf_count=2492 292 36 49 internal_value=0 0.000238862 -0.00178875 internal_weight=0 268.085 19.6219 internal_count=2869 2528 341 is_linear=0 shrinkage=0.00244115 Tree=2491 num_leaves=4 num_cat=0 split_feature=42 1 484 split_gain=14.1569 14.5081 14.069 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036275628876223341 -0.00022850365630842188 4.3831906419933151e-05 8.0286215150963055e-05 leaf_weight=25.821354516549036 22.896003735018894 23.70324616227299 224.03961485577747 leaf_count=556 402 211 1700 internal_value=0 -0.000168215 5.16396e-05 internal_weight=0 49.5246 246.936 internal_count=2869 767 2102 is_linear=0 shrinkage=0.000375355 Tree=2492 num_leaves=4 num_cat=0 split_feature=1429 158 3 split_gain=12.2123 12.2215 0.578548 threshold=-1.0000000180025095e-35 0.11034000000000001 0.079615000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034017512740982457 4.9391675311728116e-05 -0.00044306315798828646 -0.00054814590027128069 leaf_weight=4.4373097699135524 285.94549297099002 7.5640782788395873 3.7591309491544962 leaf_count=100 2642 126 40 internal_value=0 3.66726e-05 -0.000436609 internal_weight=0 293.51 8.19644 internal_count=2908 2768 140 is_linear=0 shrinkage=0.000382862 Tree=2493 num_leaves=4 num_cat=0 split_feature=1429 158 3 split_gain=12.5104 12.2527 0.568499 threshold=-1.0000000180025095e-35 0.11034000000000001 0.079615000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032418875979469428 4.633965655661139e-05 -0.00041850253985570925 -0.00051748137401601323 leaf_weight=4.4292001798748952 284.6867454322055 7.5582818279508492 3.8468285128474236 leaf_count=100 2642 126 40 internal_value=0 3.4291e-05 -0.000415018 internal_weight=0 292.245 8.27603 internal_count=2908 2768 140 is_linear=0 shrinkage=0.00036078 Tree=2494 num_leaves=4 num_cat=0 split_feature=1429 158 3 split_gain=12.0162 12.1359 0.578014 threshold=-1.0000000180025095e-35 0.11034000000000001 0.079615000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018128101357084469 0.00026813233773538352 -0.0023955252594530523 -0.0029387113782873104 leaf_weight=4.2157524519134304 276.86814035847783 7.3066337036434552 3.7179746702313423 leaf_count=100 2642 126 40 internal_value=0 0.000199489 -0.00234623 internal_weight=0 284.175 7.93373 internal_count=2908 2768 140 is_linear=0 shrinkage=0.00204265 Tree=2495 num_leaves=3 num_cat=0 split_feature=158 14 split_gain=11.6238 10.403 threshold=0.11034000000000001 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.7067543413674168e-05 -0.00045170837504196026 -0.00037225393683676508 leaf_weight=287.18072500824928 7.6939592943526796 9.2967120995745045 leaf_count=2689 126 93 internal_value=0 3.38957e-05 internal_weight=0 296.477 internal_count=2908 2782 is_linear=0 shrinkage=0.00039052 Tree=2496 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=10.573 19.5185 8.68046 threshold=0.10384000000000002 0.092600000000000016 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6008696091724022e-05 0.00016271307651296839 0.00022822546596910659 -6.8306219006373847e-05 leaf_weight=167.5707128054928 62.5589116550982 25.739021109882742 28.437156770378351 leaf_count=1984 477 185 166 internal_value=0 -5.28189e-05 9.05181e-05 internal_weight=0 193.31 90.9961 internal_count=2812 2169 643 is_linear=0 shrinkage=0.00034677 Tree=2497 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=10.6239 11.4572 threshold=0.28833000000000003 -0.24509499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041386816811192305 0.00035271114724102706 -4.2670615454756735e-05 leaf_weight=9.78067131154239 13.341345873661338 257.78332794154994 leaf_count=42 121 2649 internal_value=0 -2.59537e-05 internal_weight=0 267.564 internal_count=2812 2691 is_linear=0 shrinkage=0.000414422 Tree=2498 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=10.1061 10.0736 threshold=-0.24509499999999998 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0023327096498263426 -0.00023018484356430617 0.0019419391756925913 leaf_weight=9.5044255647808296 249.58392411086243 12.316332310438154 leaf_count=42 2649 121 internal_value=0 -0.000127903 internal_weight=0 261.9 internal_count=2812 2770 is_linear=0 shrinkage=0.00234636 Tree=2499 num_leaves=4 num_cat=0 split_feature=1 457 2 split_gain=11.0798 15.0332 4.09005 threshold=0.12313000000000002 0.079930000000000015 0.14389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0778908709059502e-05 0.00010599727665478993 0.00018384206912134139 0.00039671295924460971 leaf_weight=207.27291391883045 22.851389097049832 40.743240179494023 11.561691345646976 leaf_count=2333 180 199 100 internal_value=0 -3.72971e-05 0.000203834 internal_weight=0 248.016 34.4131 internal_count=2812 2532 280 is_linear=0 shrinkage=0.00039833 Tree=2500 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=11.252 13.1787 9.09383 threshold=0.10384000000000002 -0.10072999999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.666807483138465e-05 0.00019802435824208789 -0.00011117887351956541 -5.4946876516829792e-05 leaf_weight=67.701170924119651 66.30536533985287 131.62822921178304 30.357067404314876 leaf_count=358 494 1861 173 internal_value=0 -4.05823e-05 0.000118583 internal_weight=0 199.329 96.6624 internal_count=2886 2219 667 is_linear=0 shrinkage=0.000382862 Tree=2501 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=11.0867 12.7116 9.56758 threshold=0.10384000000000002 -0.10072999999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8794205421495207e-05 0.00018956375953484595 -0.00010678355803409036 -5.9640881941747854e-05 leaf_weight=68.067038509994745 66.287782689556479 132.73241116013378 30.429835820570588 leaf_count=358 494 1861 173 internal_value=0 -4.04844e-05 0.000111161 internal_weight=0 200.799 96.7176 internal_count=2886 2219 667 is_linear=0 shrinkage=0.000367995 Tree=2502 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=10.1694 9.58887 2.29959 threshold=-0.4290699999999999 0.10384000000000002 -0.24131999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025407170241568852 -0.00013633431177718895 0.0008192722593857927 -0.0026558855429342325 leaf_weight=3.0454633254557839 185.49640846124385 88.98077791929245 9.1564361790660751 leaf_count=49 2026 603 208 internal_value=0 0.000173492 -0.00205775 internal_weight=0 274.477 12.2019 internal_count=2886 2629 257 is_linear=0 shrinkage=0.00239329 Tree=2503 num_leaves=4 num_cat=0 split_feature=52 401 3 split_gain=9.8604 9.49139 2.2846 threshold=-0.4290699999999999 0.10531500000000001 -0.24131999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020818423881026771 0.00020273878416200684 -0.00214869528967725 -0.0022176051208872851 leaf_weight=3.0407029557973138 267.03039778675884 7.0472930464893571 8.9722370568197203 leaf_count=49 2510 119 208 internal_value=0 0.000142131 -0.00171012 internal_weight=0 274.078 12.0129 internal_count=2886 2629 257 is_linear=0 shrinkage=0.00200259 Tree=2504 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=14.0277 17.6519 13.716 threshold=0.077800000000000022 0.024745000000000003 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018424684032437131 0.00010823831404386538 0.00019134991142779153 -0.00023767584840045651 leaf_weight=81.214476662687957 173.15711205638945 23.673560436815023 18.590089511591941 leaf_count=1414 1152 73 234 internal_value=0 -9.94541e-05 7.46813e-05 internal_weight=0 104.888 191.747 internal_count=2873 1487 1386 is_linear=0 shrinkage=0.000382862 Tree=2505 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=11.7416 16.4266 13.2562 threshold=0.077800000000000022 -0.037184999999999996 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022735646916241113 0.00070586730392169965 3.9750607221093303e-05 -0.0016538546485565459 leaf_weight=28.764619819354266 166.83596529159695 72.452699646120891 17.65044159675017 leaf_count=533 1152 954 234 internal_value=0 -0.000617968 0.000479957 internal_weight=0 101.217 184.486 internal_count=2873 1487 1386 is_linear=0 shrinkage=0.00259057 Tree=2506 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=11.2503 16.1834 12.6951 threshold=0.077800000000000022 0.024745000000000003 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010854158936317196 0.0032376219957622465 0.0011888883244187119 0.00029325790089899294 leaf_weight=77.570827350835316 8.7901788465678674 23.286324698477983 175.44215501332656 leaf_count=1414 36 73 1350 internal_value=0 -0.000560189 0.000434062 internal_weight=0 100.857 184.232 internal_count=2873 1487 1386 is_linear=0 shrinkage=0.00239329 Tree=2507 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=11.7423 15.5534 14.7183 threshold=0.15756500000000004 0.08184000000000001 -0.1171 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0371775821847361e-05 -0.0002325528165715834 -0.0031716497971876908 0.0021994345332855937 leaf_weight=209.43354017962702 30.671360692940652 10.73881301935762 33.649609462358057 leaf_count=2300 181 121 271 internal_value=0 -0.00019336 0.00104002 internal_weight=0 220.172 64.321 internal_count=2873 2421 452 is_linear=0 shrinkage=0.00253977 Tree=2508 num_leaves=3 num_cat=0 split_feature=147 1456 split_gain=12.5287 14.7627 threshold=0.089245000000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.000453189232856311 0.00026916326181802337 -1.7422103639977236e-05 leaf_weight=12.394936032127587 21.98786374181509 263.8625281995628 leaf_count=277 118 2472 internal_value=0 -3.70038e-05 internal_weight=0 276.257 internal_count=2867 2749 is_linear=0 shrinkage=0.00039052 Tree=2509 num_leaves=3 num_cat=0 split_feature=147 1456 split_gain=11.8085 13.6393 threshold=0.089245000000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0027157053175486871 0.0015997247235761058 -0.00010585762287211414 leaf_weight=11.504499616567044 21.204717818647623 254.4881368749775 leaf_count=277 118 2472 internal_value=0 -0.000218923 internal_weight=0 265.993 internal_count=2867 2749 is_linear=0 shrinkage=0.00234636 Tree=2510 num_leaves=3 num_cat=0 split_feature=147 1456 split_gain=11.3561 13.3352 threshold=0.089245000000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0023580700684540977 0.0013712967826587129 -9.0092839031575897e-05 leaf_weight=11.278226730879394 21.054014030843973 254.47633360978216 leaf_count=277 118 2472 internal_value=0 -0.000186505 internal_weight=0 265.755 internal_count=2867 2749 is_linear=0 shrinkage=0.00204265 Tree=2511 num_leaves=3 num_cat=0 split_feature=9 147 split_gain=11.5496 12.3269 threshold=-0.016839999999999997 0.089245000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038824671936036454 -4.226381216150447e-05 0.0002313547937005356 leaf_weight=8.4818746224045736 265.82499559572898 21.373334275558591 leaf_count=91 2661 115 internal_value=0 -2.18871e-05 internal_weight=0 287.198 internal_count=2867 2776 is_linear=0 shrinkage=0.00034677 Tree=2512 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=11.3769 17.8241 13.0356 threshold=-0.017269999999999997 -0.099659999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039575033053729588 0.0025671438526780549 -0.00081280896238512779 0.00021131361779299114 leaf_weight=112.91011905483902 15.476041560061274 116.46976104751229 38.368343891575933 leaf_count=599 106 1909 222 internal_value=0 -0.000217923 0.0008891 internal_weight=0 229.38 53.8444 internal_count=2836 2508 328 is_linear=0 shrinkage=0.00216767 Tree=2513 num_leaves=4 num_cat=0 split_feature=0 1 48 split_gain=10.9221 17.1938 9.50784 threshold=-0.017269999999999997 1.0000000180025095e-35 0.081890000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011823702463836217 0.00039533460460391273 0.0001892323058503128 0.0026931080721482427 leaf_weight=69.380257184035145 41.205168295651674 159.52480681845918 12.380314689129589 leaf_count=1349 270 1159 58 internal_value=0 -0.000226559 0.000926979 internal_weight=0 228.905 53.5855 internal_count=2836 2508 328 is_linear=0 shrinkage=0.00230035 Tree=2514 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=11.7359 19.7385 12.8153 threshold=-0.017269999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021776181363593756 0.00047308399487990563 3.7163806515405441e-05 4.2339894645763907e-05 leaf_weight=72.046613460406661 16.048569357022643 164.77185892313719 39.279592484235764 leaf_count=1349 106 1159 222 internal_value=0 -4.04028e-05 0.000167402 internal_weight=0 236.818 55.3282 internal_count=2836 2508 328 is_linear=0 shrinkage=0.000406297 Tree=2515 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=11.2266 19.3467 12.9088 threshold=-0.017269999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019652980968488341 0.00042790153948876096 3.220623141011867e-05 3.3785294530147541e-05 leaf_weight=71.926595414173789 15.797512922435997 164.71433878783137 39.030229607596993 leaf_count=1349 106 1159 222 internal_value=0 -3.73279e-05 0.000147451 internal_weight=0 236.641 54.8277 internal_count=2836 2508 328 is_linear=0 shrinkage=0.000367995 Tree=2516 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=11.5132 11.8522 threshold=-0.40775499999999992 -0.070894999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0032702892375635869 -0.00022874306045879712 0.00084825332193905418 leaf_weight=5.6917020492255679 186.13713457458653 80.597081983461976 leaf_count=94 2085 645 internal_value=0 9.67223e-05 internal_weight=0 266.734 internal_count=2824 2730 is_linear=0 shrinkage=0.00234636 Tree=2517 num_leaves=4 num_cat=0 split_feature=133 0 13 split_gain=11.5394 9.95978 0.170698 threshold=0.16912000000000002 -0.076734999999999984 0.032645000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3149793128739264e-05 -0.0003475706416029239 0.00011129807380122563 -0.00046054726571903923 leaf_weight=178.95859116944484 7.278086207341401 95.150635667145252 2.6507922373712063 leaf_count=1790 225 770 39 internal_value=0 1.69962e-05 -0.000378559 internal_weight=0 274.109 9.92888 internal_count=2824 2560 264 is_linear=0 shrinkage=0.00036078 Tree=2518 num_leaves=4 num_cat=0 split_feature=133 0 13 split_gain=11.2935 9.6428 0.171593 threshold=0.16912000000000002 -0.076734999999999984 0.032645000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.264541440299219e-05 -0.00035388415531476469 0.00011285177947500083 -0.00047056255083974805 leaf_weight=177.18392909830436 7.071757377125321 94.60516337165609 2.6055719126015902 leaf_count=1790 225 770 39 internal_value=0 1.80041e-05 -0.000386164 internal_weight=0 271.789 9.67733 internal_count=2824 2560 264 is_linear=0 shrinkage=0.000367995 Tree=2519 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=11.2108 11.3567 threshold=-0.40775499999999992 -0.070894999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0035252367260279241 -0.00024233394538634073 0.00089843741319577662 leaf_weight=5.5920938774943343 186.35841570119374 80.632200930733234 leaf_count=94 2085 645 internal_value=0 0.000102223 internal_weight=0 266.991 internal_count=2824 2730 is_linear=0 shrinkage=0.00253977 Tree=2520 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=13.5151 19.1062 16.8927 threshold=0.082085000000000019 -1.0000000180025095e-35 -0.03268999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035956909938055284 -0.00023024392592167235 0.00027743145140704165 -1.0961423768129198e-05 leaf_weight=24.725367866223678 15.402212126180528 49.585255942307413 202.95261947042309 leaf_count=218 134 237 2253 internal_value=0 0.000157079 -4.88465e-05 internal_weight=0 64.9875 227.678 internal_count=2842 371 2471 is_linear=0 shrinkage=0.00039833 Tree=2521 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=14.0422 19.0143 16.5214 threshold=0.082085000000000019 -1.0000000180025095e-35 -0.03268999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036302078983484112 -0.00023071853305860288 0.00028665009971278187 -1.1183792430341947e-05 leaf_weight=24.70606452645734 15.331229221075771 49.687909010797739 202.2692682009656 leaf_count=218 134 237 2253 internal_value=0 0.000164625 -4.95083e-05 internal_weight=0 65.0191 226.975 internal_count=2842 371 2471 is_linear=0 shrinkage=0.000406297 Tree=2522 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=12.0291 18.1718 17.5069 threshold=0.082085000000000019 -1.0000000180025095e-35 -0.03268999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019939098841084608 -0.0012647450704945272 0.0014802263372117629 -3.1528157509798505e-05 leaf_weight=23.991411818191409 14.83564433455467 47.798596319742501 193.61877597135026 leaf_count=218 134 237 2253 internal_value=0 0.000829861 -0.000248036 internal_weight=0 62.6342 217.61 internal_count=2842 371 2471 is_linear=0 shrinkage=0.00216767 Tree=2523 num_leaves=3 num_cat=0 split_feature=3 150 split_gain=11.6966 11.8514 threshold=-0.34140499999999996 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0027885631521217193 -0.00034350210044577911 0.00081003239423211443 leaf_weight=7.6807858850806943 211.4850115821464 60.624076549895108 leaf_count=35 2447 360 internal_value=0 -8.64636e-05 internal_weight=0 272.109 internal_count=2842 2807 is_linear=0 shrinkage=0.00230035 Tree=2524 num_leaves=4 num_cat=0 split_feature=160 39 52 split_gain=12.5441 10.7837 0.158838 threshold=-0.25833999999999996 0.0047850000000000011 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037136480206691029 -3.2082826834011701e-05 0.00017120775620120318 -0.00047814940022623668 leaf_weight=3.9840249847620708 236.10081924777478 47.84108023904264 6.2562332093948498 leaf_count=107 2276 336 129 internal_value=0 2.1786e-06 -0.000437373 internal_weight=0 283.942 10.2403 internal_count=2848 2612 236 is_linear=0 shrinkage=0.00039052 Tree=2525 num_leaves=4 num_cat=0 split_feature=160 39 52 split_gain=12.6483 10.9348 0.151812 threshold=-0.25833999999999996 0.0047850000000000011 0.39371500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003514804881032735 -3.2805178231905331e-05 0.00016368993045545843 -0.00045387442866503972 leaf_weight=3.564446139847858 237.43821520078927 47.942090624012053 6.8948113031219691 leaf_count=97 2276 336 139 internal_value=0 2.13501e-07 -0.000419683 internal_weight=0 285.38 10.4593 internal_count=2848 2612 236 is_linear=0 shrinkage=0.000375355 Tree=2526 num_leaves=4 num_cat=0 split_feature=160 1429 52 split_gain=12.5359 10.477 0.144991 threshold=-0.25833999999999996 -1.0000000180025095e-35 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035211472389051887 -0.00042483929676789573 1.4808607905533461e-05 -0.00044910668746830186 leaf_weight=3.9622300430200976 7.523071236209943 274.2125613312237 6.2251608208753169 leaf_count=107 119 2493 129 internal_value=0 3.04088e-06 -0.000412112 internal_weight=0 281.736 10.1874 internal_count=2848 2612 236 is_linear=0 shrinkage=0.000367995 Tree=2527 num_leaves=4 num_cat=0 split_feature=160 1429 52 split_gain=11.9889 10.1506 0.147172 threshold=-0.25833999999999996 -1.0000000180025095e-35 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025122322432403225 -0.0030555309266080905 0.00010577751142506649 -0.0032287830474097665 leaf_weight=3.7816648532170785 7.2663190544117233 266.68704563076608 5.9737125597894192 leaf_count=107 119 2493 129 internal_value=0 2.17201e-05 -0.00295646 internal_weight=0 273.953 9.75538 internal_count=2848 2612 236 is_linear=0 shrinkage=0.00264238 Tree=2528 num_leaves=4 num_cat=0 split_feature=123 1 43 split_gain=11.8098 10.0048 6.04686 threshold=1.0000000180025095e-35 0.13612500000000002 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003094183495287459 0.0020280370378547019 0.0016352721083020807 -0.00039024118127290949 leaf_weight=227.86794686398935 22.627047308720652 16.213417261838913 8.0124840047210437 leaf_count=2454 199 126 55 internal_value=0 -0.000180122 0.00139579 internal_weight=0 244.081 30.6395 internal_count=2834 2580 254 is_linear=0 shrinkage=0.00239329 Tree=2529 num_leaves=4 num_cat=0 split_feature=123 1 43 split_gain=11.3913 9.62915 5.89844 threshold=1.0000000180025095e-35 0.13612500000000002 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038381658674539157 0.002550141860353078 0.0020460048534106335 -0.00048332392980748266 leaf_weight=227.75044818024617 22.31321475002915 16.067933092825115 8.0210587698966247 leaf_count=2454 199 126 55 internal_value=0 -0.000223541 0.00174823 internal_weight=0 243.818 30.3343 internal_count=2834 2580 254 is_linear=0 shrinkage=0.00303526 Tree=2530 num_leaves=4 num_cat=0 split_feature=123 1 1 split_gain=13.9298 10.9189 5.30397 threshold=1.0000000180025095e-35 0.13612500000000002 0.091265000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4936585530605654e-05 -1.2517731612484854e-05 0.00026241330927793445 0.0003300623753291844 leaf_weight=237.75512181199156 9.2639640495181066 17.01180003862828 23.221164501272142 leaf_count=2454 33 126 221 internal_value=0 -3.37278e-05 0.000232417 internal_weight=0 254.767 32.4851 internal_count=2834 2580 254 is_linear=0 shrinkage=0.000382862 Tree=2531 num_leaves=4 num_cat=0 split_feature=123 158 43 split_gain=11.0313 9.61079 5.75452 threshold=1.0000000180025095e-35 0.11015500000000002 -0.041049999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7695654548097234e-05 0.0020749948435193396 -0.0031449363046034081 -0.00038533341766037229 leaf_weight=237.19204650714528 22.038235408253971 6.5764485260006031 8.0360350497066957 leaf_count=2451 199 129 55 internal_value=0 -0.000180145 0.00141775 internal_weight=0 243.768 30.0743 internal_count=2834 2580 254 is_linear=0 shrinkage=0.00248997 Tree=2532 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=16.0832 15.7577 8.7382 threshold=0.10504000000000001 -0.4706749999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036791982740157035 0.0001907608225232947 -0.0001152754418798406 -6.929082290754031e-05 leaf_weight=10.435312319546936 59.679548978805542 184.47050439100713 27.729895876720548 leaf_count=26 459 2206 167 internal_value=0 -8.93715e-05 0.000108265 internal_weight=0 194.906 87.4094 internal_count=2858 2232 626 is_linear=0 shrinkage=0.000382862 Tree=2533 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=12.9964 14.3041 7.95632 threshold=0.10504000000000001 -0.4706749999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019054740308617358 0.0009520537010552539 -0.00058982947077272435 -0.00040216314794498756 leaf_weight=10.114044666290281 56.199068179819733 177.46106410841458 26.685472628101707 leaf_count=26 459 2206 167 internal_value=0 -0.000455103 0.000516058 internal_weight=0 187.575 82.8845 internal_count=2858 2232 626 is_linear=0 shrinkage=0.00204265 Tree=2534 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=12.7831 10.8464 5.59189 threshold=0.12856000000000004 0.085945000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.660373698647907e-05 0.0031293604358698414 -0.0010762188300567071 0.00054657359040548401 leaf_weight=139.72672506305389 10.832153230905535 103.89439712488092 15.247796112671493 leaf_count=1025 151 1591 91 internal_value=0 -0.000403602 0.00162082 internal_weight=0 243.621 26.0799 internal_count=2858 2616 242 is_linear=0 shrinkage=0.00274913 Tree=2535 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=15.188 15.7539 8.78603 threshold=0.10504000000000001 -0.4706749999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034932207422170691 0.00017718227417944039 -0.00010638119914253633 -6.9002055321664283e-05 leaf_weight=10.415724776685236 59.59275477938354 184.03006245591678 27.595893430523574 leaf_count=26 459 2206 167 internal_value=0 -8.1939e-05 9.92649e-05 internal_weight=0 194.446 87.1886 internal_count=2858 2232 626 is_linear=0 shrinkage=0.00036078 Tree=2536 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=11.6463 15.3208 14.5389 threshold=0.11321500000000001 0.08184000000000001 -0.1171 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2405382419788597e-06 -1.5592642515474499e-05 -0.00053388074744989823 0.00036435525809418797 leaf_weight=208.59026115713641 34.309926619753242 9.4815283454954606 34.860744793433696 leaf_count=2240 193 111 275 internal_value=0 -1.92011e-05 0.000175942 internal_weight=0 218.072 69.1707 internal_count=2819 2351 468 is_linear=0 shrinkage=0.000414422 Tree=2537 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=11.3423 15.6802 14.4006 threshold=0.11321500000000001 0.08184000000000001 -0.1171 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.1076845815607226e-06 -1.5868732618499935e-05 -0.00049556688017919441 0.00033515012046301867 leaf_weight=207.55711240856908 34.074836933985353 9.6139946682378632 34.432286315131932 leaf_count=2240 193 111 275 internal_value=0 -1.80541e-05 0.000160601 internal_weight=0 217.171 68.5071 internal_count=2819 2351 468 is_linear=0 shrinkage=0.000382862 Tree=2538 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=11.7256 15.5519 12.5467 threshold=0.11321500000000001 0.08184000000000001 0.10971000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5289264417303778e-06 0.00024461292185383552 -0.00052375822732489983 -0.00024412375539262213 leaf_weight=207.67290697223507 58.696739301085472 9.6442610993981344 10.157471433281897 leaf_count=2240 419 111 49 internal_value=0 -1.99154e-05 0.000172466 internal_weight=0 217.317 68.8542 internal_count=2819 2351 468 is_linear=0 shrinkage=0.000406297 Tree=2539 num_leaves=4 num_cat=0 split_feature=4 11 0 split_gain=12.0442 15.4688 14.5832 threshold=0.11321500000000001 0.08184000000000001 -0.1171 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1002557981591484e-07 -1.5166057032651844e-05 -0.00047432659204845883 0.00032101903557696376 leaf_weight=211.58885854203254 34.626634925603867 9.7155247181653959 35.250947646796703 leaf_count=2240 193 111 275 internal_value=0 -2.07574e-05 0.00015447 internal_weight=0 221.304 69.8776 internal_count=2819 2351 468 is_linear=0 shrinkage=0.000367995 Tree=2540 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=12.2109 13.3312 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00015198772222790508 -0.003896650058610365 0.0030661777872890922 leaf_weight=255.48558659723494 6.7956693060696116 10.963997687213121 leaf_count=2683 50 103 internal_value=0 -1.93549e-05 internal_weight=0 266.45 internal_count=2836 2786 is_linear=0 shrinkage=0.0028602 Tree=2541 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=11.6838 13.0015 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00014002528892545374 -0.0035936488842552758 0.0028849529635366928 leaf_weight=255.4567922326969 6.7884053438901892 10.736924212425945 leaf_count=2683 50 103 internal_value=0 -1.78146e-05 internal_weight=0 266.194 internal_count=2836 2786 is_linear=0 shrinkage=0.00269523 Tree=2542 num_leaves=3 num_cat=0 split_feature=9 45 split_gain=11.1217 10.0496 threshold=-0.016839999999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044767220892004433 -1.7441148006134934e-05 -0.00050127496778417638 leaf_weight=7.9491879260167471 270.2288582213223 6.9685840886086217 leaf_count=95 2694 47 internal_value=0 -2.96381e-05 internal_weight=0 277.197 internal_count=2836 2741 is_linear=0 shrinkage=0.00039833 Tree=2543 num_leaves=3 num_cat=0 split_feature=9 45 split_gain=10.7796 9.89566 threshold=-0.016839999999999997 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042976054998567989 -1.5303627751467635e-05 -0.00047730323233955335 leaf_weight=7.7674290910363188 266.51751531322952 6.9546857308596364 leaf_count=95 2694 47 internal_value=0 -2.70853e-05 internal_weight=0 273.472 internal_count=2836 2741 is_linear=0 shrinkage=0.000382862 Tree=2544 num_leaves=4 num_cat=0 split_feature=457 13 457 split_gain=16.198 15.9036 7.10214 threshold=0.082870000000000013 -0.094744999999999982 0.10538500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012191596690981051 0.00027008991130869164 -9.4619920599026315e-05 -1.2492286220856041e-05 leaf_weight=52.5026221931912 31.76287848316133 182.54790631262586 16.117022771388292 leaf_count=344 156 2234 82 internal_value=0 -4.62469e-05 0.000175002 internal_weight=0 235.051 47.8799 internal_count=2816 2578 238 is_linear=0 shrinkage=0.00034677 Tree=2545 num_leaves=4 num_cat=0 split_feature=457 13 457 split_gain=14.3563 14.4863 7.7939 threshold=0.082870000000000013 -0.094744999999999982 0.10538500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00098564557779680633 0.0022263839094657659 -0.00075437785727134211 -0.00026822201676136447 leaf_weight=50.485448662657291 30.576475743204355 173.97102981503122 15.398570002987979 leaf_count=344 156 2234 82 internal_value=0 -0.000362956 0.00139109 internal_weight=0 224.456 45.975 internal_count=2816 2578 238 is_linear=0 shrinkage=0.0028602 Tree=2546 num_leaves=4 num_cat=0 split_feature=457 13 457 split_gain=14.2146 14.7472 7.12393 threshold=0.082870000000000013 -0.091624999999999984 0.10538500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011760748173150151 0.00027365570818508505 -9.5293591622763038e-05 -2.3895987350867577e-05 leaf_weight=55.772418866865337 31.161039225757122 175.74868967453949 15.765984335914252 leaf_count=401 156 2177 82 internal_value=0 -4.40012e-05 0.000173719 internal_weight=0 231.521 46.927 internal_count=2816 2578 238 is_linear=0 shrinkage=0.00036078 Tree=2547 num_leaves=4 num_cat=0 split_feature=457 13 457 split_gain=14.2737 15.1037 6.81471 threshold=0.082870000000000013 -0.091624999999999984 0.10538500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012306981510899894 0.00028064417205262988 -0.00010005346473739654 -2.0774706277801158e-05 leaf_weight=56.285908961202949 31.490886988118291 177.47248091129586 15.897116599604486 leaf_count=401 156 2177 82 internal_value=0 -4.63227e-05 0.00017956 internal_weight=0 233.758 47.388 internal_count=2816 2578 238 is_linear=0 shrinkage=0.000375355 Tree=2548 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=14.1558 16.9418 11.4706 threshold=0.092385000000000009 -0.076734999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012232134380469098 0.0014479821845423109 0.00034922941937683176 -5.6611603136780215e-05 leaf_weight=90.685358247370459 32.444395181722939 49.901197822066024 89.298264343291521 leaf_count=1412 290 445 645 internal_value=0 -0.000665103 0.000344526 internal_weight=0 140.587 121.743 internal_count=2792 1857 935 is_linear=0 shrinkage=0.00216767 Tree=2549 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=13.5836 16.3215 11.1078 threshold=0.092385000000000009 -0.076734999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014966725090655312 0.0017794799181854563 0.00042430383350118762 -6.8802633988335296e-05 leaf_weight=90.09417991375085 32.093488829210401 49.922541114035994 89.308949321508408 leaf_count=1412 290 445 645 internal_value=0 -0.00081179 0.000420005 internal_weight=0 140.017 121.402 internal_count=2792 1857 935 is_linear=0 shrinkage=0.00269523 Tree=2550 num_leaves=4 num_cat=0 split_feature=1 15 12 split_gain=13.0336 16.1216 10.7547 threshold=0.092385000000000009 -0.0039399999999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016609290236750741 0.001592822331912699 1.1661416221009045e-05 -6.0912054022185443e-05 leaf_weight=61.137427075067535 31.750204176642001 78.32124779606238 89.319399679079652 leaf_count=821 290 1036 645 internal_value=0 -0.000721714 0.000372958 internal_weight=0 139.459 121.07 internal_count=2792 1857 935 is_linear=0 shrinkage=0.00244115 Tree=2551 num_leaves=4 num_cat=0 split_feature=1 0 12 split_gain=15.458 15.5522 11.2157 threshold=0.092385000000000009 -0.076734999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020469154829298611 0.00024580447674072895 4.8348669339015283e-05 -3.3585367148308556e-06 leaf_weight=92.047126573044807 33.233928687870502 51.166531460825354 92.569530928507447 leaf_count=1412 290 445 645 internal_value=0 -0.000114292 6.2491e-05 internal_weight=0 143.214 125.803 internal_count=2792 1857 935 is_linear=0 shrinkage=0.000367995 Tree=2552 num_leaves=4 num_cat=0 split_feature=128 129 52 split_gain=11.3983 12.6514 1.48999 threshold=0.086435000000000012 0.086720000000000005 -0.030679999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.661141621493031e-06 -0.0014292993451685226 0.0031237501039037205 -0.0038420229562932144 leaf_weight=248.28522367053665 3.1661150874570012 11.095524568576364 6.3584214285947365 leaf_count=2484 49 111 143 internal_value=0 0.000138306 -0.00304446 internal_weight=0 259.381 9.52454 internal_count=2787 2595 192 is_linear=0 shrinkage=0.0028602 Tree=2553 num_leaves=4 num_cat=0 split_feature=403 393 4 split_gain=12.5944 15.7636 9.86153 threshold=-1.0000000180025095e-35 0.085075000000000012 0.28937500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002915743877884678 1.0491793730699354e-05 0.00049990519594703164 0.00034999962341672334 leaf_weight=26.998711729422215 241.79851696628612 8.8617389481514675 3.5090301409363738 leaf_count=640 2085 46 16 internal_value=0 2.78311e-05 -0.000217607 internal_weight=0 250.66 30.5077 internal_count=2787 2131 656 is_linear=0 shrinkage=0.00036078 Tree=2554 num_leaves=4 num_cat=0 split_feature=403 393 4 split_gain=12.4621 15.8633 9.94458 threshold=-1.0000000180025095e-35 0.085075000000000012 0.28937500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000328132691632081 1.3793177177232026e-05 0.00056749675326413858 0.00039571432666169929 leaf_weight=26.603660207008947 239.40066921256948 8.8382716532796604 3.5347166284918776 leaf_count=640 2085 46 16 internal_value=0 3.35493e-05 -0.000243041 internal_weight=0 248.239 30.1384 internal_count=2787 2131 656 is_linear=0 shrinkage=0.000406297 Tree=2555 num_leaves=4 num_cat=0 split_feature=403 393 2 split_gain=11.3329 16.1936 9.48352 threshold=-1.0000000180025095e-35 0.085075000000000012 0.10519500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021942831887309692 7.2092376822250473e-05 0.0034901951507804044 0.0011465673768223158 leaf_weight=22.098213732708249 231.99484993901569 8.5455346507951599 6.553593165241181 leaf_count=591 2085 46 65 internal_value=0 0.000193793 -0.00142987 internal_weight=0 240.54 28.6518 internal_count=2787 2131 656 is_linear=0 shrinkage=0.00244115 Tree=2556 num_leaves=4 num_cat=0 split_feature=403 393 160 split_gain=12.8033 12.1096 8.6824 threshold=-1.0000000180025095e-35 0.085075000000000012 -0.07218999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013577261878576889 2.4498368690963523e-05 0.0004839961349320067 -0.00034014234591609978 leaf_weight=7.1503652459941831 244.38906176900491 8.3380386084318143 21.94436382362619 leaf_count=95 2123 52 566 internal_value=0 3.96937e-05 -0.000223168 internal_weight=0 252.727 29.0947 internal_count=2836 2175 661 is_linear=0 shrinkage=0.000375355 Tree=2557 num_leaves=4 num_cat=0 split_feature=403 393 160 split_gain=12.2771 12.2091 8.65421 threshold=-1.0000000180025095e-35 0.085075000000000012 -0.07218999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010140100025588595 0.00018316564285392561 0.0035450274179507292 -0.0024464424477928055 leaf_weight=6.9747825969243449 237.81275393045507 8.0960097983479482 21.099648109637201 leaf_count=95 2123 52 566 internal_value=0 0.000294114 -0.00158663 internal_weight=0 245.909 28.0744 internal_count=2836 2175 661 is_linear=0 shrinkage=0.00269523 Tree=2558 num_leaves=4 num_cat=0 split_feature=403 52 160 split_gain=11.8345 9.99039 8.4107 threshold=-1.0000000180025095e-35 0.18829500000000002 -0.07218999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00081282033950374512 0.00036648549886375749 -0.0012850176528025545 -0.0019901487004171711 leaf_weight=6.9783079647459116 226.44231982831843 19.425347174983472 20.803890948882326 leaf_count=95 1864 311 566 internal_value=0 0.000235915 -0.00128603 internal_weight=0 245.868 27.7822 internal_count=2836 2175 661 is_linear=0 shrinkage=0.00221103 Tree=2559 num_leaves=4 num_cat=0 split_feature=403 393 160 split_gain=11.4076 11.7287 8.17299 threshold=-1.0000000180025095e-35 0.085075000000000012 -0.07218999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00093057591018404088 0.00016610205373859569 0.0033427221650603801 -0.0023119232448939875 leaf_weight=6.9818062258418676 237.6648847986944 8.046031413599847 20.51535463752225 leaf_count=95 2123 52 566 internal_value=0 0.000270375 -0.00148855 internal_weight=0 245.711 27.4972 internal_count=2836 2175 661 is_linear=0 shrinkage=0.00259057 Tree=2560 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=11.5331 25.8672 9.33006 threshold=-0.11266 -0.077814999999999981 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015461369951229661 -0.0015418114251852426 0.0002625918541809141 -0.00060643499736472042 leaf_weight=41.337605986744165 63.953831063583493 157.63085177913308 15.981693373993037 leaf_count=194 1323 1225 135 internal_value=0 -0.000258283 0.000945958 internal_weight=0 221.585 57.3193 internal_count=2877 2548 329 is_linear=0 shrinkage=0.00239329 Tree=2561 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=12.524 27.981 17.5323 threshold=0.085880000000000026 -0.15426499999999996 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017685026627498035 0.00010207422470894228 -0.00019025869605336906 -0.00023220535447669331 leaf_weight=34.75264619383961 145.87093686871231 88.53114747768268 21.651013244874775 leaf_count=126 954 1508 289 internal_value=0 -8.67625e-05 5.88494e-05 internal_weight=0 123.284 167.522 internal_count=2877 1634 1243 is_linear=0 shrinkage=0.00034677 Tree=2562 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=12.1359 28.2319 17.8069 threshold=0.085880000000000026 -0.15426499999999996 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019649056377335941 0.00011081406652070374 -0.0002054220944292331 -0.00025817454550478773 leaf_weight=34.21394257619977 143.76949862437323 87.721501713152975 21.116882234811783 leaf_count=126 954 1508 289 internal_value=0 -9.26361e-05 6.35335e-05 internal_weight=0 121.935 164.886 internal_count=2877 1634 1243 is_linear=0 shrinkage=0.000375355 Tree=2563 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=13.5287 29.81 18.377 threshold=0.085880000000000026 -0.15426499999999996 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020809082816382061 0.00011967521348673348 -0.00021931589662416471 -0.00026963038438567588 leaf_weight=34.47753213532269 145.36315214075148 89.327790854964405 21.168312005698681 leaf_count=126 954 1508 289 internal_value=0 -0.000100277 7.01642e-05 internal_weight=0 123.805 166.531 internal_count=2877 1634 1243 is_linear=0 shrinkage=0.00039052 Tree=2564 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=16.647 21.8729 14.086 threshold=0.088035000000000016 -0.15426499999999996 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00091034226473856133 0.00071044700880312588 -0.0012065771250464189 -0.0014674078095939481 leaf_weight=32.448548384942114 127.74536387948319 90.016826819628477 16.361658971291035 leaf_count=135 914 1532 221 internal_value=0 -0.000645622 0.000463016 internal_weight=0 122.465 144.107 internal_count=2802 1667 1135 is_linear=0 shrinkage=0.00221103 Tree=2565 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=15.9717 21.0258 13.4866 threshold=0.088035000000000016 -0.15426499999999996 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00100269805862144 0.00078376421941707777 -0.0013371119782310975 -0.0016180054778469094 leaf_weight=32.433003848418593 127.48299191705883 89.432248017285019 16.336757931858301 leaf_count=135 914 1532 221 internal_value=0 -0.00071434 0.000510764 internal_weight=0 121.865 143.82 internal_count=2802 1667 1135 is_linear=0 shrinkage=0.00248997 Tree=2566 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=18.3642 23.5827 15.0407 threshold=0.085880000000000026 -0.15426499999999996 0.13514000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015697193170702926 0.00012459017853219819 -0.0002297790133308447 -0.00018258291625577428 leaf_weight=30.516441973857582 134.57170293247327 81.513708188314922 26.939572626724839 leaf_count=121 993 1454 234 internal_value=0 -0.000124421 7.33391e-05 internal_weight=0 112.03 161.511 internal_count=2802 1575 1227 is_linear=0 shrinkage=0.000375355 Tree=2567 num_leaves=4 num_cat=0 split_feature=1 4 16 split_gain=17.696 23.2131 14.6578 threshold=0.085880000000000026 -0.15426499999999996 0.13514000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016453194528021748 0.00012920534158193932 -0.00024146095083554318 -0.00019221421152117854 leaf_weight=30.766002452932298 134.88657073909417 81.511244400404394 27.003247041255236 leaf_count=121 993 1454 234 internal_value=0 -0.000130202 7.55762e-05 internal_weight=0 112.277 161.89 internal_count=2802 1575 1227 is_linear=0 shrinkage=0.00039833 Tree=2568 num_leaves=3 num_cat=0 split_feature=482 151 split_gain=9.36576 9.7285 threshold=0.097000000000000017 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.4156251586577026e-05 -0.0029914021599474435 0.0020457829823411077 leaf_weight=247.55573932523839 6.3539327820762983 17.612966192886233 leaf_count=2644 111 98 internal_value=0 0.000186581 internal_weight=0 265.169 internal_count=2853 2742 is_linear=0 shrinkage=0.00259057 Tree=2569 num_leaves=3 num_cat=0 split_feature=158 401 split_gain=10.786 10.1984 threshold=0.11015500000000002 0.10072000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.9744097757626448e-05 -0.00045489571027976141 -0.00040280862865408435 leaf_weight=268.84812342189252 6.9556029438972464 7.8368636858649543 leaf_count=2592 115 146 internal_value=0 2.71822e-05 internal_weight=0 276.685 internal_count=2853 2738 is_linear=0 shrinkage=0.000382862 Tree=2570 num_leaves=4 num_cat=0 split_feature=401 1374 42 split_gain=9.29447 9.04327 0.0981099 threshold=0.10072000000000002 0.09309000000000002 0.089625000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4234440083662584e-05 -0.00031541953189616838 -0.00033865213655747041 -0.00040132954190859966 leaf_weight=268.51995519548655 3.6472212187945834 8.0364735629409534 4.0832277154549956 leaf_count=2655 87 51 60 internal_value=0 2.33761e-05 -0.000361674 internal_weight=0 276.556 7.73045 internal_count=2853 2706 147 is_linear=0 shrinkage=0.00034677 Tree=2571 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=9.14193 9.86561 threshold=0.09309000000000002 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003696364360593701 -0.0032933342361108602 -0.0026919251581800519 leaf_weight=252.67414138640743 7.8154509980231515 11.394514888525007 leaf_count=2707 51 95 internal_value=0 0.000237346 internal_weight=0 264.069 internal_count=2853 2802 is_linear=0 shrinkage=0.00322105 Tree=2572 num_leaves=4 num_cat=0 split_feature=1456 401 160 split_gain=11.2979 9.93318 1.42902 threshold=-1.0000000180025095e-35 0.10072000000000002 0.058535000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029830560684846225 0.00026670722547670613 -0.00274588453651929 -0.00087581913230410215 leaf_weight=8.1462121326476318 258.52197972382419 7.2390666804276398 2.8107760238926849 leaf_count=215 2467 148 64 internal_value=0 0.000184456 -0.00244495 internal_weight=0 265.761 10.957 internal_count=2894 2615 279 is_linear=0 shrinkage=0.00253977 Tree=2573 num_leaves=4 num_cat=0 split_feature=1456 401 160 split_gain=11.469 9.88636 1.4363 threshold=-1.0000000180025095e-35 0.10072000000000002 0.058535000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047567341365503131 4.1083701063116203e-05 -0.00043484843840874409 -0.00014318682532733052 leaf_weight=8.3385796289658156 266.57296211621724 7.3860874585807315 2.9137494687456629 leaf_count=215 2467 148 64 internal_value=0 2.82229e-05 -0.000389966 internal_weight=0 273.959 11.2523 internal_count=2894 2615 279 is_linear=0 shrinkage=0.000406297 Tree=2574 num_leaves=4 num_cat=0 split_feature=159 42 52 split_gain=11.0075 13.3496 6.95123 threshold=-1.0000000180025095e-35 -0.11244999999999998 0.62985000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018814185403897695 -0.0021420001626043699 0.00031189036351548442 0.00154560151291933 leaf_weight=19.939730731537569 11.327135139144955 241.95239851716906 3.3692078636959186 leaf_count=455 146 2265 28 internal_value=0 0.000201995 -0.0013852 internal_weight=0 253.28 23.3089 internal_count=2894 2411 483 is_linear=0 shrinkage=0.00221103 Tree=2575 num_leaves=4 num_cat=0 split_feature=1456 401 160 split_gain=11.3168 10.0026 1.42592 threshold=-1.0000000180025095e-35 0.10072000000000002 0.058535000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040521722146924326 3.4754072207972308e-05 -0.0003725635562543358 -0.00012231264867559286 leaf_weight=8.2751594334840757 265.9543459804263 7.4339792355895034 2.9172557892743489 leaf_count=215 2467 148 64 internal_value=0 2.3653e-05 -0.000331813 internal_weight=0 273.388 11.1924 internal_count=2894 2615 279 is_linear=0 shrinkage=0.00034677 Tree=2576 num_leaves=3 num_cat=0 split_feature=147 15 split_gain=12.5406 11.7468 threshold=0.088565000000000019 0.091735000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9347115168611843e-05 0.00026206644165272349 -0.00029595971332480292 leaf_weight=225.65553549979813 20.835101027041674 24.978327085496858 leaf_count=2297 113 435 internal_value=0 -4.69349e-05 internal_weight=0 250.634 internal_count=2845 2732 is_linear=0 shrinkage=0.000382862 Tree=2577 num_leaves=3 num_cat=0 split_feature=147 15 split_gain=13.3002 12.0177 threshold=0.088565000000000019 0.091735000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9860763579694099e-05 0.00025095580356280709 -0.0002814622763703853 leaf_weight=228.90723703277763 21.257579877972603 25.374253659509122 leaf_count=2297 113 435 internal_value=0 -4.59846e-05 internal_weight=0 254.281 internal_count=2845 2732 is_linear=0 shrinkage=0.00036078 Tree=2578 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=12.1051 11.4402 threshold=0.088565000000000019 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022331872659267827 0.0018768059401641423 -0.0036571702493592615 leaf_weight=236.48643396561965 20.337233467027545 7.5483540380373588 leaf_count=2647 113 85 internal_value=0 -0.000329811 internal_weight=0 244.035 internal_count=2845 2732 is_linear=0 shrinkage=0.00274913 Tree=2579 num_leaves=3 num_cat=0 split_feature=147 15 split_gain=12.6318 11.8666 threshold=0.088565000000000019 0.091735000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8213743356111322e-05 0.00025172480000654944 -0.00028377071851335805 leaf_weight=227.82000326551497 21.058999853208661 25.301420313306153 leaf_count=2297 113 435 internal_value=0 -4.47776e-05 internal_weight=0 253.121 internal_count=2845 2732 is_linear=0 shrinkage=0.000367995 Tree=2580 num_leaves=4 num_cat=0 split_feature=376 3 133 split_gain=10.3941 11.2797 2.17558 threshold=0.048375000000000008 -0.10072999999999999 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014081053071975628 0.00015433584236727618 -5.5649954409117251e-05 0.00040974638305380461 leaf_weight=67.406605801545084 11.238274342380466 196.35261794715188 11.740523927845059 leaf_count=403 56 2302 100 internal_value=0 -5.43573e-06 0.000285064 internal_weight=0 263.759 22.9788 internal_count=2861 2705 156 is_linear=0 shrinkage=0.000414422 Tree=2581 num_leaves=3 num_cat=0 split_feature=51 1429 split_gain=10.3476 9.87936 threshold=-0.41122499999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0036749270346625009 -0.0027520280703892783 0.00028364112475022974 leaf_weight=5.0981810102239242 8.0064598429016751 262.88092069362756 leaf_count=99 130 2632 internal_value=0 0.00019373 internal_weight=0 270.887 internal_count=2861 2762 is_linear=0 shrinkage=0.00269523 Tree=2582 num_leaves=4 num_cat=0 split_feature=376 3 133 split_gain=10.2607 11.2078 2.22415 threshold=0.048375000000000008 -0.10072999999999999 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012405175721513621 0.00013354825750692311 -5.0591741116512036e-05 0.00036370720425312511 leaf_weight=66.860003520734608 11.151115424931051 194.41415303084068 11.65611800784245 leaf_count=403 56 2302 100 internal_value=0 -5.89471e-06 0.000251382 internal_weight=0 261.274 22.8072 internal_count=2861 2705 156 is_linear=0 shrinkage=0.000367995 Tree=2583 num_leaves=4 num_cat=0 split_feature=376 3 133 split_gain=10.3423 11.0314 2.1821 threshold=0.048375000000000008 -0.10072999999999999 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012746236754050837 0.00013935910523993507 -4.9527917891538163e-05 0.00037155187905700738 leaf_weight=66.427552344277501 11.174750174395742 195.85600063414313 11.703616849146782 leaf_count=403 56 2302 100 internal_value=0 -4.69625e-06 0.00025835 internal_weight=0 262.284 22.8784 internal_count=2861 2705 156 is_linear=0 shrinkage=0.000375355 Tree=2584 num_leaves=4 num_cat=0 split_feature=1213 456 3 split_gain=9.1221 10.0578 5.27028 threshold=-1.0000000180025095e-35 0.087055000000000007 -0.12229499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010516669268792302 0.00018852446022461509 -0.0020547124662757821 -0.0026091821826408003 leaf_weight=2.7944884439930311 240.89429174829274 12.000481830677016 11.404198211617766 leaf_count=17 2256 154 402 internal_value=0 8.19303e-05 -0.00188823 internal_weight=0 252.895 14.1987 internal_count=2829 2410 419 is_linear=0 shrinkage=0.00239329 Tree=2585 num_leaves=4 num_cat=0 split_feature=147 4 150 split_gain=9.30408 9.70788 6.10624 threshold=0.087265000000000023 -0.082084999999999977 0.090480000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010066704242457178 3.7553968070527649e-05 -7.5377566314830717e-05 0.00044190930420122632 leaf_weight=68.106782478978857 12.258515119552614 183.75621362333186 11.458105219528077 leaf_count=667 62 2025 75 internal_value=0 -2.7769e-05 0.000233107 internal_weight=0 251.863 23.7166 internal_count=2829 2692 137 is_linear=0 shrinkage=0.00039833 Tree=2586 num_leaves=4 num_cat=0 split_feature=1213 456 3 split_gain=9.67735 9.79065 5.25712 threshold=-1.0000000180025095e-35 0.087055000000000007 -0.12229499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016646097934288649 2.8751354760146759e-05 -0.00033194693316666906 -0.00043371158024090619 leaf_weight=2.8563299570232621 251.0903105585603 12.517157005611805 12.020074137719346 leaf_count=17 2256 154 402 internal_value=0 1.16011e-05 -0.00031841 internal_weight=0 263.607 14.8764 internal_count=2829 2410 419 is_linear=0 shrinkage=0.00039833 Tree=2587 num_leaves=4 num_cat=0 split_feature=1213 456 3 split_gain=9.80777 9.44884 5.10347 threshold=-1.0000000180025095e-35 0.087055000000000007 -0.12229499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015608498559764719 2.8795541055518339e-05 -0.0003184677243216625 -0.00042555717134230224 leaf_weight=2.8357335375621906 250.03785545472056 12.530017151031641 11.980150031857191 leaf_count=17 2256 154 402 internal_value=0 1.22018e-05 -0.000314174 internal_weight=0 262.568 14.8159 internal_count=2829 2410 419 is_linear=0 shrinkage=0.00039052 Tree=2588 num_leaves=4 num_cat=0 split_feature=484 456 40 split_gain=12.1069 9.74588 9.0279 threshold=-0.0048899999999999994 0.08728000000000001 -0.0099849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028626084196401065 6.3302884414234202e-05 -0.00031619707211931242 -0.00032394926802229611 leaf_weight=3.9136553183198002 256.18030775850639 9.4851378249004465 19.957985062384978 leaf_count=19 2296 86 428 internal_value=0 4.97317e-05 -0.000223759 internal_weight=0 265.665 23.8716 internal_count=2829 2382 447 is_linear=0 shrinkage=0.000367995 Tree=2589 num_leaves=4 num_cat=0 split_feature=484 11 40 split_gain=11.3819 9.82845 8.43531 threshold=-0.0048899999999999994 0.088315000000000018 -0.0099849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017288429921557087 0.00039893479215937264 -0.0016462779671300974 -0.0019700428745805282 leaf_weight=3.7372379917651442 245.16193359647878 12.544499719515441 19.058141072862782 leaf_count=19 2281 101 428 internal_value=0 0.000299264 -0.00136268 internal_weight=0 257.706 22.7954 internal_count=2829 2382 447 is_linear=0 shrinkage=0.00225525 Tree=2590 num_leaves=4 num_cat=0 split_feature=484 48 40 split_gain=10.9618 10.2636 8.14904 threshold=-0.0048899999999999994 0.11978500000000002 -0.0099849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018855629367429034 0.00045714791874178543 -0.0015169669652071922 -0.0021490761610483988 leaf_weight=3.6990730985999134 240.21420161135029 17.500685749575496 18.858670070767403 leaf_count=19 2278 104 428 internal_value=0 0.000322989 -0.00148643 internal_weight=0 257.715 22.5577 internal_count=2829 2382 447 is_linear=0 shrinkage=0.00248997 Tree=2591 num_leaves=4 num_cat=0 split_feature=472 52 16 split_gain=10.8079 9.22473 0.0515047 threshold=-1.0000000180025095e-35 0.18829500000000002 0.24750000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038929993015421735 0.00045457660562818437 -0.0017747182280237739 -0.0032429209047820881 leaf_weight=3.3510850998572996 255.0813922972884 18.31064359517768 3.4060614313930273 leaf_count=63 2394 295 77 internal_value=0 0.000305154 -0.00357538 internal_weight=0 273.392 6.75715 internal_count=2829 2689 140 is_linear=0 shrinkage=0.00303526 Tree=2592 num_leaves=4 num_cat=0 split_feature=484 1212 16 split_gain=11.6683 11.0654 1.68672 threshold=-0.082264999999999991 -1.0000000180025095e-35 -0.063814999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001300678128806609 -0.0033638659088926683 0.00028559748449777692 -0.0038099551019405353 leaf_weight=3.710241858381778 7.8771488338243207 249.79103011148982 7.5184503418859077 leaf_count=63 195 2349 178 internal_value=0 0.000173789 -0.00298444 internal_weight=0 257.668 11.2287 internal_count=2785 2544 241 is_linear=0 shrinkage=0.00303526 Tree=2593 num_leaves=4 num_cat=0 split_feature=484 1212 49 split_gain=11.3988 11.3489 2.45821 threshold=-0.082264999999999991 -1.0000000180025095e-35 -0.028954999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2950675210354215e-05 -0.00042395637362742985 3.4646048106817717e-05 -0.00046698463533761502 leaf_weight=2.7700348682701579 8.1408051950857026 258.125781626557 8.7665258052293193 leaf_count=23 195 2349 218 internal_value=0 2.05954e-05 -0.000367823 internal_weight=0 266.267 11.5366 internal_count=2785 2544 241 is_linear=0 shrinkage=0.000382862 Tree=2594 num_leaves=4 num_cat=0 split_feature=484 1212 49 split_gain=11.2847 10.7753 2.15795 threshold=-0.082264999999999991 -1.0000000180025095e-35 -0.021474999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053595427467883669 -0.0029807355004102922 0.00024773489269911954 -0.0033007661184370454 leaf_weight=2.725651614367961 7.7233375890646121 249.94861115852837 8.3660259349271637 leaf_count=24 195 2349 217 internal_value=0 0.000150753 -0.00262343 internal_weight=0 257.672 11.0917 internal_count=2785 2544 241 is_linear=0 shrinkage=0.00269523 Tree=2595 num_leaves=4 num_cat=0 split_feature=13 484 0 split_gain=11.3796 14.8539 2.50308 threshold=-0.24242999999999995 -0.076799999999999993 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011863753052244005 -0.0004694042104208295 8.7000903488651377e-07 0.00037548047119473154 leaf_weight=11.113958034664394 11.603726377245037 240.61455704178661 14.407196016050873 leaf_count=80 287 2348 70 internal_value=0 -2.07996e-05 0.000263803 internal_weight=0 252.218 25.5212 internal_count=2785 2635 150 is_linear=0 shrinkage=0.000406297 Tree=2596 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=13.6666 11.3589 0.491596 threshold=-0.38664499999999996 0.16912000000000002 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00060198090106158581 4.4902254175175046e-05 -0.00038572816325677177 -0.00039876176086125695 leaf_weight=3.6810517772100866 266.45441916107666 9.6618168347049487 4.0125327121932051 leaf_count=51 2414 283 112 internal_value=0 2.98081e-05 -0.000497243 internal_weight=0 276.116 7.69358 internal_count=2860 2697 163 is_linear=0 shrinkage=0.00039052 Tree=2597 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=13.5379 10.9585 0.492315 threshold=-0.38664499999999996 0.16912000000000002 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044447553264158838 0.00033619632165720226 -0.0028271725335838917 -0.0029310265275216702 leaf_weight=3.6246753060258925 259.91071980074048 9.2594838086515647 3.8226164515363044 leaf_count=51 2414 283 112 internal_value=0 0.000227183 -0.00367726 internal_weight=0 269.17 7.44729 internal_count=2860 2697 163 is_linear=0 shrinkage=0.0028602 Tree=2598 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=13.3169 11.3843 0.480752 threshold=-0.38664499999999996 0.16912000000000002 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058343446735953733 4.254489404426789e-05 -0.00037641526442807574 -0.00038641316910279053 leaf_weight=3.6897489954717457 271.09504182718229 9.833582997787742 4.0026463121175757 leaf_count=51 2414 283 112 internal_value=0 2.78551e-05 -0.000482127 internal_weight=0 280.929 7.6924 internal_count=2860 2697 163 is_linear=0 shrinkage=0.000382862 Tree=2599 num_leaves=4 num_cat=0 split_feature=133 1429 13 split_gain=13.1506 10.8996 0.484846 threshold=-0.38664499999999996 -1.0000000180025095e-35 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038544373983595004 -0.0027575778323894119 0.00027815879813206649 -0.0025353335201935387 leaf_weight=3.5578715270385146 7.5252275139791882 261.70085328444839 3.7639769493835038 leaf_count=51 140 2557 112 internal_value=0 0.000193116 -0.00318468 internal_weight=0 269.226 7.32185 internal_count=2860 2697 163 is_linear=0 shrinkage=0.00248997 Tree=2600 num_leaves=4 num_cat=0 split_feature=123 42 133 split_gain=11.3088 12.3493 4.6473 threshold=1.0000000180025095e-35 0.091840000000000019 0.085815000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0135333926041013e-05 6.7756689473750153e-05 -0.00025744444099620387 0.00037723620346328293 leaf_weight=206.2570006021997 17.462667932733897 38.059887605719268 11.993337380699812 leaf_count=2058 128 527 113 internal_value=0 -5.71208e-05 0.000193927 internal_weight=0 244.317 29.456 internal_count=2826 2585 241 is_linear=0 shrinkage=0.000382862 Tree=2601 num_leaves=3 num_cat=0 split_feature=1365 4 split_gain=10.8479 11.5685 threshold=1.0000000180025095e-35 0.16173500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.000456848637834961 -0.0037876242638582636 0.001001949965045524 leaf_weight=201.78746644454077 6.809573119506239 57.022487381473184 leaf_count=2339 54 433 internal_value=0 -0.000135388 internal_weight=0 258.81 internal_count=2826 2772 is_linear=0 shrinkage=0.0028602 Tree=2602 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=10.4107 11.1562 threshold=1.0000000180025095e-35 0.09450500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00066321099109553346 -0.0039444537994426003 0.00062003010089922554 leaf_weight=153.23705057799816 6.7840727614238849 105.28203869564459 leaf_count=1928 54 844 internal_value=0 -0.000140603 internal_weight=0 258.519 internal_count=2826 2772 is_linear=0 shrinkage=0.00303526 Tree=2603 num_leaves=4 num_cat=0 split_feature=133 123 42 split_gain=10.4302 11.8409 0.886893 threshold=-0.25159999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020868261476219637 -0.00030044504004523963 0.0015621631586341853 -0.0038261491496841657 leaf_weight=3.7160383522277698 229.7507297755219 26.568896065931767 4.8117220997810346 leaf_count=127 2417 227 55 internal_value=0 -0.000107274 -0.00307458 internal_weight=0 256.32 8.52776 internal_count=2826 2644 182 is_linear=0 shrinkage=0.00264238 Tree=2604 num_leaves=4 num_cat=0 split_feature=2 0 155 split_gain=11.4801 14.0392 9.43531 threshold=0.089765000000000025 -0.076734999999999984 0.082265000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010709039276272105 0.00058684964998245422 0.000690207508059654 -0.001924411241471874 leaf_weight=80.867056499235332 146.28486856864765 36.00160227669403 8.7098296293988806 leaf_count=1221 1157 338 131 internal_value=0 -0.000528366 0.000445511 internal_weight=0 116.869 154.995 internal_count=2847 1559 1288 is_linear=0 shrinkage=0.00234636 Tree=2605 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=12.2427 13.853 9.94127 threshold=0.089765000000000025 -0.076734999999999984 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016463028610479218 2.3841458861634363e-05 9.9639009147302259e-05 0.00024634446175303556 leaf_weight=83.152422791579738 126.95792508148588 37.426569519564509 32.895252026617527 leaf_count=1221 1100 338 188 internal_value=0 -8.26008e-05 6.9653e-05 internal_weight=0 120.579 159.853 internal_count=2847 1559 1288 is_linear=0 shrinkage=0.00036078 Tree=2606 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=11.9825 14.7626 6.44925 threshold=0.10384000000000002 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016298484688925303 0.000188821101435552 -0.00011070543179887445 -4.5354045367779811e-05 leaf_weight=39.536116598173976 65.526799138169736 149.28896663361229 26.077684823423624 leaf_count=206 497 1979 165 internal_value=0 -5.33896e-05 0.000122161 internal_weight=0 188.825 91.6045 internal_count=2847 2185 662 is_linear=0 shrinkage=0.00039833 Tree=2607 num_leaves=4 num_cat=0 split_feature=2 0 155 split_gain=11.0252 13.4813 9.08215 threshold=0.089765000000000025 -0.076734999999999984 0.082265000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010942088592470357 0.00059777854900748453 0.00070148018240224542 -0.0019744653240075017 leaf_weight=80.62432125187479 146.3036920868326 36.038223384413868 8.6459612413309497 leaf_count=1221 1157 338 131 internal_value=0 -0.000539479 0.000454026 internal_weight=0 116.663 154.95 internal_count=2847 1559 1288 is_linear=0 shrinkage=0.00244115 Tree=2608 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=14.064 24.8472 22.9664 threshold=1.0000000180025095e-35 0.080075000000000021 -0.044739999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026075121011746464 0.0001156844869378336 -0.00022477443755051778 0.0001526252965738244 leaf_weight=64.595096872420982 138.82051365775988 38.579458004795015 26.771055856719613 leaf_count=1357 1096 300 93 internal_value=0 4.16281e-05 -0.000139622 internal_weight=0 177.4 91.3662 internal_count=2846 1396 1450 is_linear=0 shrinkage=0.000375355 Tree=2609 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=12.4016 24.9973 22.0018 threshold=1.0000000180025095e-35 0.080075000000000021 -0.044739999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018374303006306299 0.0008128749125733667 -0.0016682291289622073 0.001091892932028128 leaf_weight=62.603354095015675 135.15300111658871 37.713539361953735 26.495971957221627 leaf_count=1357 1096 300 93 internal_value=0 0.000271459 -0.000966274 internal_weight=0 172.867 89.0993 internal_count=2846 1396 1450 is_linear=0 shrinkage=0.00269523 Tree=2610 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=11.976 14.3579 threshold=0.088565000000000019 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012078655302072227 0.0016800046697571097 -0.0024526821502831916 leaf_weight=222.64207441941835 20.716522023081779 17.65082872682251 leaf_count=2394 124 328 internal_value=0 -0.000292258 internal_weight=0 240.293 internal_count=2846 2722 is_linear=0 shrinkage=0.00248997 Tree=2611 num_leaves=4 num_cat=0 split_feature=12 47 1 split_gain=13.7953 15.3916 13.4813 threshold=0.079570000000000016 0.080075000000000021 0.12545500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012966090046402342 -0.00013757884026869557 -0.0001909997125223718 0.00031549555867349831 leaf_weight=106.22120054857805 125.71060080395546 26.295718587934971 9.9700310761108977 leaf_count=655 1986 139 66 internal_value=0 6.60129e-05 -0.000104247 internal_weight=0 132.517 135.681 internal_count=2846 794 2052 is_linear=0 shrinkage=0.000375355 Tree=2612 num_leaves=4 num_cat=0 split_feature=1456 130 160 split_gain=12.2167 10.1037 0.123826 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.054215000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046656124054304826 2.7404646103311688e-05 -0.00029284103174576022 -0.00035904831583976151 leaf_weight=7.3381681868340802 256.28926877048798 16.627543188631535 2.7576249912381172 leaf_count=184 2248 356 73 internal_value=0 7.87446e-06 -0.000437928 internal_weight=0 272.917 10.0958 internal_count=2861 2604 257 is_linear=0 shrinkage=0.00039833 Tree=2613 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=11.9702 11.4507 0.128246 threshold=-1.0000000180025095e-35 -0.047784999999999987 0.052820000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048775712258330653 0.00011509247140425159 -6.0248187375744494e-05 -0.00037331867908516845 leaf_weight=7.0900880885310453 105.30741214333102 162.87580992397852 2.7354620010592043 leaf_count=181 815 1789 76 internal_value=0 8.60606e-06 -0.000456683 internal_weight=0 268.183 9.82555 internal_count=2861 2604 257 is_linear=0 shrinkage=0.000414422 Tree=2614 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=12.2149 11.5005 0.122941 threshold=-1.0000000180025095e-35 -0.047784999999999987 0.054215000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045031234635838454 0.00010608401465084995 -5.6004159939808489e-05 -0.00034628893221100852 leaf_weight=7.2978871300583688 105.69330685259774 163.24303627666086 2.6963291813153774 leaf_count=184 815 1789 73 internal_value=0 7.7003e-06 -0.000422962 internal_weight=0 268.936 9.99422 internal_count=2861 2604 257 is_linear=0 shrinkage=0.000382862 Tree=2615 num_leaves=4 num_cat=0 split_feature=1456 52 160 split_gain=11.878 11.8688 0.124948 threshold=-1.0000000180025095e-35 -0.047784999999999987 0.054215000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044793558805097597 0.00010519505937181614 -5.8367521154350718e-05 -0.00034300282331596469 leaf_weight=7.2356547713279706 107.05990945594385 165.59061689092778 2.6834642984904349 leaf_count=184 815 1789 73 internal_value=0 5.8604e-06 -0.000420261 internal_weight=0 272.651 9.91912 internal_count=2861 2604 257 is_linear=0 shrinkage=0.000382862 Tree=2616 num_leaves=4 num_cat=0 split_feature=16 43 42 split_gain=13.486 11.3646 6.83114 threshold=0.25682500000000003 -0.27523999999999998 0.094880000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033166700226955873 -0.00032641332123923222 4.8818003955056842e-05 0.00011314063281506563 leaf_weight=10.658222207333891 21.733854441205043 237.56631561578251 5.826501161325722 leaf_count=117 287 2363 63 internal_value=0 3.24566e-05 -0.000233474 internal_weight=0 248.225 27.5604 internal_count=2830 2480 350 is_linear=0 shrinkage=0.00036078 Tree=2617 num_leaves=4 num_cat=0 split_feature=16 43 42 split_gain=13.7307 11.7033 6.73301 threshold=0.25682500000000003 -0.27523999999999998 0.094880000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035307573254340604 -0.00034073457952222413 5.2047196151053352e-05 0.00011706398553682384 leaf_weight=10.897955446504055 22.549146655946974 245.67868045414798 5.9405817366205147 leaf_count=117 287 2363 63 internal_value=0 3.48148e-05 -0.000245261 internal_weight=0 256.577 28.4897 internal_count=2830 2480 350 is_linear=0 shrinkage=0.000382862 Tree=2618 num_leaves=4 num_cat=0 split_feature=16 38 43 split_gain=13.1734 11.6486 5.62315 threshold=0.25682500000000003 0.087760000000000019 -0.25180499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035130277544050635 0.00096023253628045244 -0.0033329747283238681 -0.0023554936740852774 leaf_weight=235.15493153652642 4.6689676605165031 6.6507212482392779 22.193809057120234 leaf_count=2434 17 46 333 internal_value=0 0.000249714 -0.00177892 internal_weight=0 241.806 26.8628 internal_count=2830 2480 350 is_linear=0 shrinkage=0.00274913 Tree=2619 num_leaves=4 num_cat=0 split_feature=16 43 43 split_gain=12.3832 11.381 7.38584 threshold=0.25682500000000003 -0.27523999999999998 -0.26788499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034460350210790942 0.00020676481461965739 4.8621384360738767e-05 -0.00031855931131447756 leaf_weight=10.814204100519417 4.4921870063990381 242.57774444960523 23.092916069552302 leaf_count=117 15 2363 335 internal_value=0 3.18147e-05 -0.000232927 internal_weight=0 253.392 27.5851 internal_count=2830 2480 350 is_linear=0 shrinkage=0.000375355 Tree=2620 num_leaves=4 num_cat=0 split_feature=2 4 4 split_gain=17.1019 15.3111 15.3041 threshold=0.088260000000000019 -0.50052499999999989 0.17018000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018277171171139739 -0.00034140781838257775 9.9604195319573399e-05 0.00020391576167412786 leaf_weight=89.415777602931485 11.87333809956908 164.78149685240351 17.175871659070253 leaf_count=1276 95 1359 131 internal_value=0 6.99292e-05 -0.000120437 internal_weight=0 176.655 106.592 internal_count=2861 1454 1407 is_linear=0 shrinkage=0.000375355 Tree=2621 num_leaves=4 num_cat=0 split_feature=2 4 4 split_gain=17.0994 14.8606 14.6852 threshold=0.088260000000000019 0.17018000000000003 -0.50052499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018942101371011811 -0.00034680256814045651 0.00020906655222529408 0.00010360890733267513 leaf_weight=88.889775529270992 11.819295417517422 16.98507811082527 163.67123071546666 leaf_count=1276 95 131 1359 internal_value=0 -0.000125467 7.32392e-05 internal_weight=0 105.875 175.491 internal_count=2861 1407 1454 is_linear=0 shrinkage=0.00039052 Tree=2622 num_leaves=4 num_cat=0 split_feature=2 4 4 split_gain=16.5071 14.7931 13.5617 threshold=0.088260000000000019 -0.50052499999999989 0.17018000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017018766381514184 -0.003213949087509028 0.00094513138427566325 0.0018252693724658956 leaf_weight=86.475997679401189 11.584517292678354 159.39593771263026 16.384800018742681 leaf_count=1276 95 1359 131 internal_value=0 0.000663012 -0.0011398 internal_weight=0 170.98 102.861 internal_count=2861 1454 1407 is_linear=0 shrinkage=0.0035563 Tree=2623 num_leaves=4 num_cat=0 split_feature=2 4 4 split_gain=15.828 14.1978 13.0215 threshold=0.088260000000000019 -0.50052499999999989 0.17018000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014546646041686982 -0.0027525220264711411 0.00080499138281014601 0.0015624497350248819 leaf_weight=86.105510699562728 11.512667106464503 159.26866868883371 16.290945952292532 leaf_count=1276 95 1359 131 internal_value=0 0.000564892 -0.00097445 internal_weight=0 170.781 102.396 internal_count=2861 1454 1407 is_linear=0 shrinkage=0.00309597 Tree=2624 num_leaves=4 num_cat=0 split_feature=15 42 49 split_gain=14.3607 11.2018 7.87446 threshold=0.10112000000000002 -1.0000000180025095e-35 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010148269142351599 -0.00026584029088885986 0.00073510653537433299 -0.004158375464273033 leaf_weight=44.25523795094341 9.9004679480567575 207.19285456533544 10.863134797662497 leaf_count=740 50 1828 226 internal_value=0 0.000427062 -0.00230429 internal_weight=0 251.448 20.7636 internal_count=2844 2568 276 is_linear=0 shrinkage=0.00315789 Tree=2625 num_leaves=4 num_cat=0 split_feature=15 42 43 split_gain=13.8324 10.7143 8.87707 threshold=0.10112000000000002 -1.0000000180025095e-35 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00088279014042365182 0.00031942994360179043 0.00063824095224091816 -0.0034691368437688211 leaf_weight=44.16321213869378 7.8711610892787602 207.15216453804169 12.693324288353322 leaf_count=740 66 1828 210 internal_value=0 0.000370906 -0.00202009 internal_weight=0 251.315 20.5645 internal_count=2844 2568 276 is_linear=0 shrinkage=0.00280412 Tree=2626 num_leaves=4 num_cat=0 split_feature=15 42 43 split_gain=13.3003 10.2478 8.63378 threshold=0.10112000000000002 -1.0000000180025095e-35 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010132142989842418 0.00036596633624275587 0.00073116841504455518 -0.0040220623713287124 leaf_weight=44.073792612645775 7.8695112105924663 207.11337854736485 12.54192458768375 leaf_count=740 66 1828 210 internal_value=0 0.000425042 -0.00233152 internal_weight=0 251.187 20.4114 internal_count=2844 2568 276 is_linear=0 shrinkage=0.00328547 Tree=2627 num_leaves=4 num_cat=0 split_feature=15 42 49 split_gain=12.557 10.3297 8.32004 threshold=0.10112000000000002 -1.0000000180025095e-35 -0.13513499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011676283322716995 -1.2704281035843513e-05 7.9568452454675893e-05 -0.00048510313445700387 leaf_weight=45.838429512223229 10.174315860494971 213.74924420495518 10.842497544363141 leaf_count=740 50 1828 226 internal_value=0 4.48939e-05 -0.000256632 internal_weight=0 259.588 21.0168 internal_count=2844 2568 276 is_linear=0 shrinkage=0.000375355 Tree=2628 num_leaves=4 num_cat=0 split_feature=160 1375 52 split_gain=11.9988 11.3412 0.134314 threshold=-0.40187499999999993 0.08920500000000002 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027472531741156267 0.00030154278854728429 -0.0032532588643654691 -0.0036042525861576359 leaf_weight=2.7717092179227603 252.82129211816937 8.186186043545602 6.021416972624138 leaf_count=94 2564 58 128 internal_value=0 0.000189821 -0.00334065 internal_weight=0 261.007 8.79313 internal_count=2844 2622 222 is_linear=0 shrinkage=0.00297575 Tree=2629 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=14.4131 14.6528 10.2002 threshold=0.10100500000000003 -0.0063699999999999989 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019143529574201627 0.0001899230992496784 4.4036361207106783e-05 -0.00019227765893623587 leaf_weight=81.114524028031155 85.288635251112282 103.00006950320676 13.938401661813257 leaf_count=923 647 1207 67 internal_value=0 -5.97134e-05 0.000136209 internal_weight=0 184.115 99.227 internal_count=2844 2130 714 is_linear=0 shrinkage=0.000414422 Tree=2630 num_leaves=4 num_cat=0 split_feature=160 1375 52 split_gain=11.6732 10.8203 0.135883 threshold=-0.40187499999999993 0.08920500000000002 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027799659707734995 0.00030035091127355527 -0.0032390289498700877 -0.003664220552289221 leaf_weight=2.7358401941601169 253.0630099454429 8.1968172788619977 5.9129549104254693 leaf_count=94 2564 58 128 internal_value=0 0.000189077 -0.00339125 internal_weight=0 261.26 8.6488 internal_count=2844 2622 222 is_linear=0 shrinkage=0.00303526 Tree=2631 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=13.5215 14.1521 10.1191 threshold=0.10100500000000003 -0.0063699999999999989 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017358547781740999 0.00017416674317284516 4.1496034396674213e-05 -0.0001810926204151839 leaf_weight=79.797778844833374 83.4273890722543 102.33049032464623 13.663296051323412 leaf_count=923 647 1207 67 internal_value=0 -5.27482e-05 0.000124146 internal_weight=0 182.128 97.0907 internal_count=2844 2130 714 is_linear=0 shrinkage=0.000382862 Tree=2632 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=12.0326 16.6828 9.24726 threshold=-1.0000000180025095e-35 0.081055000000000016 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032474648268382303 0.00015212925278163417 0.00022546457458805659 -1.6967334582911848e-05 leaf_weight=33.495072816847824 80.154784772545099 11.814840082544832 142.53709770971909 leaf_count=629 810 138 1230 internal_value=0 -0.000181241 4.39044e-05 internal_weight=0 45.3099 222.692 internal_count=2807 767 2040 is_linear=0 shrinkage=0.00039833 Tree=2633 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=11.9652 16.6834 9.02101 threshold=-1.0000000180025095e-35 0.081055000000000016 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033655699858667554 0.00015519964925562522 0.0002341109594900653 -1.7545482614935183e-05 leaf_weight=33.770350632374175 81.087083031889051 11.880653392523525 144.26800536480732 leaf_count=629 810 138 1230 internal_value=0 -0.000188005 4.46194e-05 internal_weight=0 45.651 225.355 internal_count=2807 767 2040 is_linear=0 shrinkage=0.000414422 Tree=2634 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=12.1048 16.5005 threshold=0.26891500000000007 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00091053744616888266 -0.003219609564580935 -0.00034822037732627385 leaf_weight=95.148834667517804 6.3467198936268678 159.8013110649772 leaf_count=1049 62 1696 internal_value=0 0.000121588 internal_weight=0 254.95 internal_count=2807 2745 is_linear=0 shrinkage=0.00239329 Tree=2635 num_leaves=4 num_cat=0 split_feature=42 132 456 split_gain=11.9489 16.5255 9.04904 threshold=-1.0000000180025095e-35 0.081055000000000016 0.087495000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030457744149136023 5.941121871155116e-05 0.00021134936906158183 -0.00026414480569252307 leaf_weight=33.594797680154443 211.23905404191464 11.808648485690354 12.904584844596682 leaf_count=629 1902 138 138 internal_value=0 -0.000170361 4.07623e-05 internal_weight=0 45.4034 224.144 internal_count=2807 767 2040 is_linear=0 shrinkage=0.000375355 Tree=2636 num_leaves=4 num_cat=0 split_feature=155 401 157 split_gain=11.1181 9.83262 0.217127 threshold=0.098655000000000007 0.10531500000000001 0.11829500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0840930757247475e-05 -0.00036604582054984125 -0.00041060733485541467 -0.00049631441878640115 leaf_weight=268.19653198658489 4.262406605295836 6.9922859217040232 3.5160950007848442 leaf_count=2552 94 123 57 internal_value=0 1.95964e-05 -0.000426002 internal_weight=0 275.189 7.7785 internal_count=2826 2675 151 is_linear=0 shrinkage=0.000367995 Tree=2637 num_leaves=3 num_cat=0 split_feature=1429 401 split_gain=10.5643 9.36095 threshold=-1.0000000180025095e-35 0.10531500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0038276382144770142 0.00025598712753868068 -0.0033844243390074641 leaf_weight=6.2301654617767772 259.71788281272165 6.6556451078504315 leaf_count=127 2576 123 internal_value=0 0.000164791 internal_weight=0 266.374 internal_count=2826 2699 is_linear=0 shrinkage=0.00303526 Tree=2638 num_leaves=4 num_cat=0 split_feature=155 1456 157 split_gain=10.3986 8.67976 0.226512 threshold=0.098655000000000007 -1.0000000180025095e-35 0.11829500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002515546736087206 -0.0030475758274391969 0.00028965449911125013 -0.0042059709053158386 leaf_weight=11.012271114857866 3.8940202975645652 254.13176953000948 3.3172171516343951 leaf_count=255 94 2420 57 internal_value=0 0.000172973 -0.00359014 internal_weight=0 265.144 7.21124 internal_count=2826 2675 151 is_linear=0 shrinkage=0.00309597 Tree=2639 num_leaves=3 num_cat=0 split_feature=1429 401 split_gain=10.2537 9.11192 threshold=-1.0000000180025095e-35 0.10531500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0037517188769134874 0.00024357258840172627 -0.003307681480326969 leaf_weight=6.0627942655701181 259.48460360919125 6.5405985820107153 leaf_count=127 2576 123 internal_value=0 0.000156029 internal_weight=0 266.025 internal_count=2826 2699 is_linear=0 shrinkage=0.00297575 Tree=2640 num_leaves=4 num_cat=0 split_feature=1447 151 159 split_gain=11.5559 9.56653 2.19115 threshold=-1.0000000180025095e-35 -0.51118499999999989 -0.092534999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080048470080886977 -0.0028134327446606663 0.00021746699247084719 -0.0029652433381874674 leaf_weight=4.1877578105777493 6.3422886505722991 253.86802572908346 8.4161153109744173 leaf_count=55 53 2517 227 internal_value=0 0.000143392 -0.00224828 internal_weight=0 260.21 12.6039 internal_count=2852 2570 282 is_linear=0 shrinkage=0.00244115 Tree=2641 num_leaves=4 num_cat=0 split_feature=1447 15 483 split_gain=11.1817 10.9721 2.20346 threshold=-1.0000000180025095e-35 -0.0063699999999999989 0.089720000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037801146533979488 -0.00041681416914951834 0.00085747090414792194 -0.0010446239570979401 leaf_weight=8.0808555225376022 138.78745505586267 121.40360186481848 4.3609185284003606 leaf_count=216 1331 1239 66 internal_value=0 0.000177779 -0.00282438 internal_weight=0 260.191 12.4418 internal_count=2852 2570 282 is_linear=0 shrinkage=0.00309597 Tree=2642 num_leaves=4 num_cat=0 split_feature=1447 52 483 split_gain=11.0774 9.34198 2.40538 threshold=-1.0000000180025095e-35 -0.53320999999999985 0.089720000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004932179271058269 -0.00043925963852797301 3.4127773133817885e-05 -0.00012499358891998789 leaf_weight=8.3345668634865415 7.047788731288164 262.57174189714715 4.5344907129183403 leaf_count=216 152 2418 66 internal_value=0 2.17233e-05 -0.000363849 internal_weight=0 269.62 12.8691 internal_count=2852 2570 282 is_linear=0 shrinkage=0.000406297 Tree=2643 num_leaves=4 num_cat=0 split_feature=1447 52 2 split_gain=11.0424 10.2528 3.10921 threshold=-1.0000000180025095e-35 -0.53320999999999985 0.11523000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048147496762014966 -0.00045083673982874138 3.7301327669477923e-05 -9.3491626974880501e-06 leaf_weight=9.8434462747536582 7.5821630835998794 265.93999187136069 3.165255084168165 leaf_count=257 152 2418 25 internal_value=0 2.37394e-05 -0.00036678 internal_weight=0 273.522 13.0087 internal_count=2852 2570 282 is_linear=0 shrinkage=0.000414422 Tree=2644 num_leaves=4 num_cat=0 split_feature=1429 15 160 split_gain=10.774 10.243 0.2076 threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.050754999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054521459002392395 0.00025826903933998829 -2.0132825912731804e-05 -0.00040558066345081734 leaf_weight=3.5042826083954424 20.996371598914266 247.65186392539181 3.586036203429102 leaf_count=47 218 2492 89 internal_value=0 1.64265e-06 -0.000475871 internal_weight=0 268.648 7.09032 internal_count=2846 2710 136 is_linear=0 shrinkage=0.000382862 Tree=2645 num_leaves=4 num_cat=0 split_feature=1429 15 160 split_gain=10.6499 10.3835 0.212941 threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.061724999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059449517040330345 0.00027749905178735859 -2.5779567293586254e-05 -0.00044098358885224056 leaf_weight=3.4624217117670923 21.002982308156788 249.50083150691353 3.5756983438041052 leaf_count=46 218 2492 90 internal_value=0 -2.2139e-06 -0.000517908 internal_weight=0 270.504 7.03812 internal_count=2846 2710 136 is_linear=0 shrinkage=0.000414422 Tree=2646 num_leaves=4 num_cat=0 split_feature=1429 158 3 split_gain=10.1705 9.07402 0.234749 threshold=-1.0000000180025095e-35 0.11015500000000002 0.079615000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025659184588024278 6.4135363946629461e-05 -0.0028471360023616223 -0.0035365794196392372 leaf_weight=3.3255973818013436 253.35702206054702 6.5257537524448699 3.3323252312839031 leaf_count=99 2582 128 37 internal_value=0 -9.17151e-06 -0.00306046 internal_weight=0 259.883 6.65792 internal_count=2846 2710 136 is_linear=0 shrinkage=0.00244115 Tree=2647 num_leaves=4 num_cat=0 split_feature=1429 15 3 split_gain=9.93195 9.16205 0.228464 threshold=-1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033786783761186518 0.0020924015061625115 -0.00018571004449556656 -0.0046567211545757454 leaf_weight=3.2585345037514344 19.810475304257125 239.98672195745166 3.2651795838028184 leaf_count=99 218 2492 37 internal_value=0 -1.18548e-05 -0.00403007 internal_weight=0 259.797 6.52371 internal_count=2846 2710 136 is_linear=0 shrinkage=0.00322105 Tree=2648 num_leaves=4 num_cat=0 split_feature=3 48 0 split_gain=10.1976 11.2404 2.87341 threshold=0.18009500000000003 0.11928500000000002 -0.11772999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5408799904839747e-05 0.00091512273298735732 -0.0024592599563853486 0.0032908943213088584 leaf_weight=240.7471906975843 7.6033234158530858 15.198556444142012 9.2430621339008194 leaf_count=2599 69 93 73 internal_value=0 -7.5277e-05 0.00222088 internal_weight=0 255.946 16.8464 internal_count=2834 2692 142 is_linear=0 shrinkage=0.0028602 Tree=2649 num_leaves=4 num_cat=0 split_feature=3 48 0 split_gain=11.1996 9.86627 2.69957 threshold=0.18009500000000003 0.11928500000000002 -0.11772999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.5850543552590152e-06 0.00014560792734842588 -0.00031921202244624097 0.00045884638247776892 leaf_weight=248.16675626742654 8.0569320321083087 15.559274964965878 9.5747552029788476 leaf_count=2599 69 93 73 internal_value=0 -1.1717e-05 0.000316022 internal_weight=0 263.726 17.6317 internal_count=2834 2692 142 is_linear=0 shrinkage=0.00039833 Tree=2650 num_leaves=4 num_cat=0 split_feature=3 472 0 split_gain=10.7113 9.02037 2.7482 threshold=0.18009500000000003 -1.0000000180025095e-35 -0.11772999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045006464589268262 0.00013497251232216708 -2.5887037795918348e-07 0.00044852068307451275 leaf_weight=6.9652953087352207 7.8637746814638403 256.48086212575436 9.3511195527389628 leaf_count=156 69 2536 73 internal_value=0 -1.21831e-05 0.0003056 internal_weight=0 263.446 17.2149 internal_count=2834 2692 142 is_linear=0 shrinkage=0.00039052 Tree=2651 num_leaves=4 num_cat=0 split_feature=3 48 0 split_gain=11.0103 9.9988 2.67323 threshold=0.18009500000000003 0.11928500000000002 -0.11772999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2921159946238713e-06 0.00013693609587587337 -0.00031106810417777243 0.00043853721992494107 leaf_weight=249.6506659174338 7.9958603121340301 15.642777063883839 9.3831486022099835 leaf_count=2599 69 93 73 internal_value=0 -1.43238e-05 0.000300077 internal_weight=0 265.293 17.379 internal_count=2834 2692 142 is_linear=0 shrinkage=0.000382862 Tree=2652 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=15.59 16.6553 7.96451 threshold=0.10100500000000003 -0.11327499999999999 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001713833672878934 0.00020936704496031156 -0.00013191820886797789 -4.2140539956686859e-05 leaf_weight=37.709997217170894 67.829522201791406 143.8029998181155 29.955629631876945 leaf_count=190 524 1926 184 internal_value=0 -6.88948e-05 0.000132327 internal_weight=0 181.513 97.7852 internal_count=2824 2116 708 is_linear=0 shrinkage=0.000406297 Tree=2653 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=15.1464 16.7536 8.93073 threshold=0.10100500000000003 -0.11327499999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018140988919936935 6.4652113458308575e-05 -0.00013519940153108151 0.00036241962988306688 leaf_weight=37.728345354087651 73.11303604580462 142.99678549391683 23.861018021591008 leaf_count=190 480 1926 228 internal_value=0 -6.90916e-05 0.000137976 internal_weight=0 180.725 96.9741 internal_count=2824 2116 708 is_linear=0 shrinkage=0.000422711 Tree=2654 num_leaves=4 num_cat=0 split_feature=1 3 39 split_gain=15.0514 16.2322 8.86881 threshold=0.10100500000000003 -0.11327499999999999 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015187216787977578 5.5449612534162319e-05 -0.00011460768604783617 0.00030942577426532953 leaf_weight=37.623166513629258 72.9114686595276 141.96826746792067 23.704039616975933 leaf_count=190 480 1926 228 internal_value=0 -5.87718e-05 0.00011781 internal_weight=0 179.591 96.6155 internal_count=2824 2116 708 is_linear=0 shrinkage=0.00036078 Tree=2655 num_leaves=4 num_cat=0 split_feature=1456 1 1456 split_gain=12.7924 11.327 0.100673 threshold=-1.0000000180025095e-35 0.10100500000000003 -0.076309999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031180672258328537 -0.0002826839553034494 0.00089980323354742144 -0.00243142978792864 leaf_weight=7.6114788196282461 167.49956423114054 90.691677461843938 2.5169687615707499 leaf_count=209 1873 677 65 internal_value=0 0.00013271 -0.00295233 internal_weight=0 258.191 10.1284 internal_count=2824 2550 274 is_linear=0 shrinkage=0.00269523 Tree=2656 num_leaves=4 num_cat=0 split_feature=403 1212 0 split_gain=11.9736 10.9441 0.271273 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.068239999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043187930824818054 -0.00043779914424612606 4.3465072208147052e-05 -0.00027186087236255455 leaf_weight=8.474957076366989 7.6974574401974669 263.81321269588079 2.263715334236621 leaf_count=276 197 2308 54 internal_value=0 2.97912e-05 -0.00039869 internal_weight=0 271.511 10.7387 internal_count=2835 2505 330 is_linear=0 shrinkage=0.00039833 Tree=2657 num_leaves=4 num_cat=0 split_feature=403 1212 0 split_gain=11.2304 10.5244 0.248273 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.068239999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034192040803270396 -0.0034689786991970615 0.00034837243761530782 -0.0021563107991179652 leaf_weight=7.9363387052435428 7.3917032864410421 256.02279946068302 2.0972633273340744 leaf_count=276 197 2308 54 internal_value=0 0.00024101 -0.00315983 internal_weight=0 263.415 10.0336 internal_count=2835 2505 330 is_linear=0 shrinkage=0.00315789 Tree=2658 num_leaves=4 num_cat=0 split_feature=402 376 2 split_gain=10.9552 10.6539 5.20139 threshold=0.086255000000000012 0.048375000000000008 0.097955000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6426158616340834e-05 -0.003686803834249621 0.0026710462398408913 0.00040230519760796254 leaf_weight=236.70649403589778 11.946569479536267 19.521014880854636 4.9290458001196376 leaf_count=2379 245 148 63 internal_value=0 0.000292761 -0.00249335 internal_weight=0 256.228 16.8756 internal_count=2835 2527 308 is_linear=0 shrinkage=0.00335118 Tree=2659 num_leaves=4 num_cat=0 split_feature=403 1212 0 split_gain=11.5807 10.7206 0.287238 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.068134999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042232518698607856 -0.0004287735061122899 4.0875178539608727e-05 -0.00025818927108532311 leaf_weight=8.3777392641641182 7.6079401038587084 263.48514280864038 2.1647963682189575 leaf_count=278 197 2308 52 internal_value=0 2.76657e-05 -0.000389149 internal_weight=0 271.093 10.5425 internal_count=2835 2505 330 is_linear=0 shrinkage=0.00039052 Tree=2660 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=13.602 18.1049 14.585 threshold=0.14953500000000003 -0.1171 -0.053939999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021242382669626383 -0.00043638341718622311 0.0024730671609084942 -0.00055280818160249748 leaf_weight=16.043189438991249 29.404356472194195 32.913678980432451 185.76412230404094 leaf_count=86 183 271 2300 internal_value=0 0.00110055 -0.000339809 internal_weight=0 62.318 201.807 internal_count=2840 454 2386 is_linear=0 shrinkage=0.00269523 Tree=2661 num_leaves=4 num_cat=0 split_feature=4 12 48 split_gain=14.3583 12.2977 11.2156 threshold=0.14953500000000003 0.080070000000000016 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.629539806368333e-05 0.00023987289102826909 -0.00014594186641967496 -0.0001917684348303839 leaf_weight=104.01167634502053 53.416293584741652 107.20402761513833 11.615028470754622 leaf_count=507 397 1879 57 internal_value=0 -5.12804e-05 0.000162745 internal_weight=0 211.216 65.0313 internal_count=2840 2386 454 is_linear=0 shrinkage=0.00039833 Tree=2662 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=13.0473 17.4312 13.9957 threshold=0.14953500000000003 -0.1171 -0.053939999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026445637607771344 -0.00053817834737834326 0.0030854907264486974 -0.00068626083167672007 leaf_weight=15.991248918697236 29.468088214285672 32.716179685667157 185.73260499339085 leaf_count=86 183 271 2300 internal_value=0 0.00136866 -0.000421991 internal_weight=0 62.1843 201.724 internal_count=2840 454 2386 is_linear=0 shrinkage=0.0034182 Tree=2663 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=14.2086 15.8192 13.942 threshold=0.14953500000000003 -0.1171 -0.096549999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044185126291510694 -4.6523124365910563e-05 0.0003654639074885401 -7.6607770900414149e-05 leaf_weight=9.3096414320170862 30.459215171635151 33.706871540285647 197.61558079638053 leaf_count=40 183 271 2346 internal_value=0 0.000169941 -5.32435e-05 internal_weight=0 64.1661 206.925 internal_count=2840 454 2386 is_linear=0 shrinkage=0.000414422 Tree=2664 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=11.8406 10.8516 9.28148 threshold=0.10100500000000003 -0.10072999999999999 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6446217399350287e-05 4.0835034169147625e-05 -0.00013245325511194002 0.00037101756002783825 leaf_weight=62.674035781063139 86.640745621640235 116.60871960653458 11.591208691708742 leaf_count=334 621 1769 101 internal_value=0 -6.99149e-05 7.98606e-05 internal_weight=0 179.283 98.232 internal_count=2825 2103 722 is_linear=0 shrinkage=0.00034677 Tree=2665 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.86509 11.3451 threshold=-0.51296999999999993 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0032844451126060681 -0.00048013110142260617 0.00082230531442035733 leaf_weight=8.4932436877861601 171.05616242333781 90.559839295223355 leaf_count=192 1986 647 internal_value=0 -2.92584e-05 internal_weight=0 261.616 internal_count=2825 2633 is_linear=0 shrinkage=0.00297575 Tree=2666 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=9.63608 10.8653 threshold=-0.51296999999999993 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0038405008450285035 -0.00055049096331448932 0.0009445408519036377 leaf_weight=8.3214758976828289 170.88502582604997 90.305340059567243 leaf_count=192 1986 647 internal_value=0 -3.35595e-05 internal_weight=0 261.19 internal_count=2825 2633 is_linear=0 shrinkage=0.00348657 Tree=2667 num_leaves=4 num_cat=0 split_feature=133 1 13 split_gain=9.6408 9.28291 0.81442 threshold=-0.38664499999999996 0.10100500000000003 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051105980635432072 -0.00047780393851250188 0.00076602462853556943 -0.0028224904808359283 leaf_weight=3.1439100094139576 170.31328941229731 92.217520842794329 3.2528050804976365 leaf_count=44 1970 703 108 internal_value=0 -4.08683e-05 -0.00395893 internal_weight=0 262.531 6.39672 internal_count=2825 2673 152 is_linear=0 shrinkage=0.00315789 Tree=2668 num_leaves=4 num_cat=0 split_feature=403 1212 15 split_gain=10.5192 9.78647 0.532758 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.10497999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0016872286517303752 -0.003687281298960197 0.00025013798134779583 -0.0036064300887019775 leaf_weight=2.0603950358927241 7.277735612820833 249.15887207898777 8.6925185639411193 leaf_count=36 196 2313 302 internal_value=0 0.000138127 -0.00324233 internal_weight=0 256.437 10.7529 internal_count=2847 2509 338 is_linear=0 shrinkage=0.00335118 Tree=2669 num_leaves=4 num_cat=0 split_feature=52 403 16 split_gain=12.1593 11.8118 0.779264 threshold=-0.4290699999999999 -0.092224999999999988 0.26450500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021059659674386395 -0.00038344410414659682 3.5829299264035426e-05 -0.00044723927529009334 leaf_weight=2.9796368509996674 11.11280205985531 252.15874807804357 9.147943393327294 leaf_count=69 332 2254 192 internal_value=0 1.81051e-05 -0.000389521 internal_weight=0 263.272 12.1276 internal_count=2847 2586 261 is_linear=0 shrinkage=0.00039833 Tree=2670 num_leaves=4 num_cat=0 split_feature=52 403 16 split_gain=13.5109 11.597 0.704479 threshold=-0.4290699999999999 -0.092224999999999988 0.26450500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022611202611110451 -0.00037134050821981736 3.560277647207414e-05 -0.00044165937465764584 leaf_weight=3.1134315975941709 11.126047305529935 255.77040669566486 9.7998409629799408 leaf_count=69 332 2254 192 internal_value=0 1.86133e-05 -0.000390101 internal_weight=0 266.896 12.9133 internal_count=2847 2586 261 is_linear=0 shrinkage=0.00039052 Tree=2671 num_leaves=4 num_cat=0 split_feature=52 1 4 split_gain=12.3071 10.9634 0.709668 threshold=-0.4290699999999999 0.10100500000000003 -0.025694999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004494973552699018 -4.1587425847899654e-05 0.00012986649037306845 -0.000229999843230308 leaf_weight=9.0202508256770653 176.31736312026624 89.043740125373006 3.2445475438144049 leaf_count=175 1947 639 86 internal_value=0 1.59503e-05 -0.000391879 internal_weight=0 265.361 12.2648 internal_count=2847 2586 261 is_linear=0 shrinkage=0.00039833 Tree=2672 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=11.8931 13.6855 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028603021583593842 -0.00046602570675493166 -1.0337137635975946e-05 leaf_weight=26.287136071361601 7.9385433341376475 245.68265186739154 leaf_count=207 60 2611 internal_value=0 1.83262e-05 internal_weight=0 271.97 internal_count=2878 2818 is_linear=0 shrinkage=0.00039052 Tree=2673 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=12.4652 12.1333 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002079697008725703 -0.0036027829998953498 -5.4583116286893732e-05 leaf_weight=25.033961213193834 7.7429144275374702 238.42413420998491 leaf_count=207 60 2611 internal_value=0 0.000148354 internal_weight=0 263.458 internal_count=2878 2818 is_linear=0 shrinkage=0.0029174 Tree=2674 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=11.8724 11.6941 threshold=0.087760000000000019 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011078762796534752 -0.0037240857846306727 0.0017617597407374999 leaf_weight=225.98666544584557 7.7710917051881543 37.213866145350039 leaf_count=2519 60 299 internal_value=0 0.00015408 internal_weight=0 263.201 internal_count=2878 2818 is_linear=0 shrinkage=0.00309597 Tree=2675 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=11.3075 11.4834 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002249910999635063 -0.0037738540841743828 -5.9583750123022523e-05 leaf_weight=24.628497660160065 7.7996539305895558 238.30569643748458 leaf_count=207 60 2611 internal_value=0 0.000156889 internal_weight=0 262.934 internal_count=2878 2818 is_linear=0 shrinkage=0.00322105 Tree=2676 num_leaves=3 num_cat=0 split_feature=158 42 split_gain=10.0535 10.2761 threshold=0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011820280294484039 -0.0037500195142674509 0.00046975152941011207 leaf_weight=45.518156445003115 6.636967420578002 214.37955399160273 leaf_count=743 123 1943 internal_value=0 0.000180395 internal_weight=0 259.898 internal_count=2809 2686 is_linear=0 shrinkage=0.00315789 Tree=2677 num_leaves=3 num_cat=0 split_feature=158 42 split_gain=9.74651 9.83463 threshold=0.11034000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010490200440863298 -0.0033708550870201848 0.00041594102191074868 leaf_weight=45.414147342205979 6.538739525480195 214.37207820825279 leaf_count=743 123 1943 internal_value=0 0.000159788 internal_weight=0 259.786 internal_count=2809 2686 is_linear=0 shrinkage=0.0028602 Tree=2678 num_leaves=3 num_cat=0 split_feature=158 133 split_gain=9.44813 9.45602 threshold=0.11034000000000001 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026110407146649034 -0.0034802113839855534 -0.003109279504059966 leaf_weight=252.10413211840205 6.4425886324606827 7.574232399929314 leaf_count=2430 123 256 internal_value=0 0.000162576 internal_weight=0 259.678 internal_count=2809 2686 is_linear=0 shrinkage=0.00297575 Tree=2679 num_leaves=3 num_cat=0 split_feature=158 1 split_gain=9.73263 10.2654 threshold=0.11034000000000001 0.10384000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.8664017777397659e-05 -0.00045366591911205937 0.00013720347059717887 leaf_weight=187.22508042410482 6.7124387042131266 81.727270930539817 leaf_count=2085 123 601 internal_value=0 2.17447e-05 internal_weight=0 268.952 internal_count=2809 2686 is_linear=0 shrinkage=0.00039052 Tree=2680 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=13.8734 12.3815 threshold=-0.4290699999999999 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0032180223275757171 0.0002685977481538623 -0.0033790551903474407 leaf_weight=10.808661367045714 249.68910316587426 8.1606245031580311 leaf_count=268 2521 93 internal_value=0 0.000152912 internal_weight=0 257.85 internal_count=2882 2614 is_linear=0 shrinkage=0.0029174 Tree=2681 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=13.5255 11.9372 threshold=-0.4290699999999999 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0032117590816916697 0.00026257188979428487 -0.003335774766827265 leaf_weight=10.589345356449483 249.6908845459111 8.0822352748364192 leaf_count=268 2521 93 internal_value=0 0.00014951 internal_weight=0 257.773 internal_count=2882 2614 is_linear=0 shrinkage=0.0029174 Tree=2682 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=13.1869 11.5068 threshold=-0.4290699999999999 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0029614903832884641 0.00023713361367563325 -0.003041634318144431 leaf_weight=10.374145498732103 249.69282030849718 8.0062542501836997 leaf_count=268 2521 93 internal_value=0 0.00013505 internal_weight=0 257.699 internal_count=2882 2614 is_linear=0 shrinkage=0.00269523 Tree=2683 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=12.8575 11.0899 threshold=-0.4290699999999999 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.003328843026719657 0.00026105947395803212 -0.0033800834816104545 leaf_weight=10.162997334264217 249.69489854376297 7.9326472645625463 leaf_count=268 2521 93 internal_value=0 0.000148702 internal_weight=0 257.628 internal_count=2882 2614 is_linear=0 shrinkage=0.00303526 Tree=2684 num_leaves=4 num_cat=0 split_feature=1213 48 151 split_gain=10.3697 11.0197 2.31611 threshold=-1.0000000180025095e-35 0.13582000000000002 -0.0056149999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020625955866181682 0.0001215018506306727 -0.0026144063609687468 -0.0029933696594622596 leaf_weight=2.0142573919147244 233.94262133690063 11.663006628863512 11.206586474087088 leaf_count=14 2359 64 430 internal_value=0 -8.61056e-06 -0.0025063 internal_weight=0 245.606 13.2208 internal_count=2867 2423 444 is_linear=0 shrinkage=0.00274913 Tree=2685 num_leaves=4 num_cat=0 split_feature=1213 48 151 split_gain=10.1024 10.4863 2.29565 threshold=-1.0000000180025095e-35 0.13582000000000002 -0.0056149999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022709651342710488 0.00013375707281212989 -0.00286552016119943 -0.0033658827566683774 leaf_weight=2.0144723486155263 233.95124671061058 11.714583057910202 10.974596337182446 leaf_count=14 2359 64 430 internal_value=0 -9.4751e-06 -0.00280913 internal_weight=0 245.666 12.9891 internal_count=2867 2423 444 is_linear=0 shrinkage=0.00309597 Tree=2686 num_leaves=4 num_cat=0 split_feature=1213 484 49 split_gain=11.0772 11.0785 2.1926 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.011669999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.5510783872397722e-06 -0.0002584206827815026 2.336084236266318e-05 -0.00040849406249571994 leaf_weight=2.1042731739580622 21.440209934487939 234.19080527115148 11.706904993625356 leaf_count=13 414 2009 431 internal_value=0 -2.90187e-07 -0.000345182 internal_weight=0 255.631 13.8112 internal_count=2867 2423 444 is_linear=0 shrinkage=0.000375355 Tree=2687 num_leaves=4 num_cat=0 split_feature=1213 484 150 split_gain=9.85924 10.314 2.35439 threshold=-1.0000000180025095e-35 -0.0048899999999999994 0.084475000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029836310321740655 -0.0018765124196117448 0.00016153542423847441 0.0002929067696995574 leaf_weight=10.824379171244798 20.451565328519791 225.45848057721741 1.9526829607784737 leaf_count=432 414 2009 12 internal_value=0 -8.09511e-06 -0.0024832 internal_weight=0 245.91 12.7771 internal_count=2867 2423 444 is_linear=0 shrinkage=0.00274913 Tree=2688 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=10.9267 16.7373 12.8974 threshold=0.09450500000000002 -0.12032499999999997 0.077110000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016818426481250806 4.3879965121332732e-06 -0.00012811487517716522 0.00028282831159900679 leaf_weight=30.749074601568282 84.582308648619801 128.25305279984605 29.085049375891685 leaf_count=160 671 1812 205 internal_value=0 -7.08009e-05 7.56705e-05 internal_weight=0 159.002 113.667 internal_count=2848 1972 876 is_linear=0 shrinkage=0.00036078 Tree=2689 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=9.24994 11.6327 threshold=1.0000000180025095e-35 0.094655000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045989571001722962 -0.0026725563207417959 0.00073727456588042195 leaf_weight=151.03358063707128 9.9553021881729347 103.26817828509957 leaf_count=1935 73 840 internal_value=0 2.62763e-05 internal_weight=0 254.302 internal_count=2848 2775 is_linear=0 shrinkage=0.00274913 Tree=2690 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=10.2281 15.1242 13.2866 threshold=0.09450500000000002 -0.12032499999999997 0.077110000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017832214972401158 6.0365169232917334e-07 -0.00013846037564121835 0.00031703933156446027 leaf_weight=30.822910947725177 85.394437431823462 128.69597129058093 29.442374272271991 leaf_count=160 671 1812 205 internal_value=0 -7.72363e-05 8.17721e-05 internal_weight=0 159.519 114.837 internal_count=2848 1972 876 is_linear=0 shrinkage=0.000406297 Tree=2691 num_leaves=4 num_cat=0 split_feature=1 3 150 split_gain=10.9083 15.6885 13.0922 threshold=0.09450500000000002 -0.12032499999999997 0.077110000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001670334769070528 4.1205299211716031e-06 -0.00013069891137636685 0.00029498145491097471 leaf_weight=30.883176429197192 85.282803049776703 129.14637271489482 29.273510875180364 leaf_count=160 671 1812 205 internal_value=0 -7.32282e-05 7.84834e-05 internal_weight=0 160.03 114.556 internal_count=2848 1972 876 is_linear=0 shrinkage=0.000375355 Tree=2692 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=10.8913 12.2451 2.96863 threshold=-0.23438999999999996 0.012345000000000004 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010593151658493242 7.7024260311380049e-05 -0.00011072389627398417 0.00040172798178846297 leaf_weight=10.818055451847615 117.16488814400509 131.96647027437575 13.824898997321723 leaf_count=88 630 2039 72 internal_value=0 -2.2428e-05 0.000272058 internal_weight=0 249.131 24.643 internal_count=2829 2669 160 is_linear=0 shrinkage=0.000422711 Tree=2693 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=11.0888 12.0811 3.03567 threshold=-0.23438999999999996 0.012345000000000004 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001013133124377086 7.3197557229619229e-05 -0.00010315118082771856 0.00038294820510236167 leaf_weight=10.82171741127968 116.43182010902092 130.93170798383653 13.87095213588327 leaf_count=88 630 2039 72 internal_value=0 -2.01461e-05 0.000259694 internal_weight=0 247.364 24.6927 internal_count=2829 2669 160 is_linear=0 shrinkage=0.00039833 Tree=2694 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=10.2386 9.6627 threshold=0.078275000000000025 -0.23438999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020466485921880277 -0.003717675338842273 -5.1794954656716037e-05 leaf_weight=23.087923864834011 6.7611367483623317 234.30116365884896 leaf_count=157 82 2590 internal_value=0 0.000136574 internal_weight=0 257.389 internal_count=2829 2747 is_linear=0 shrinkage=0.00309597 Tree=2695 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=9.88851 9.32437 threshold=0.078275000000000025 -0.23438999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022740881921943499 -0.0041374002174716408 -5.7023536465463089e-05 leaf_weight=22.878120180219412 6.689301101025193 234.29231517692097 leaf_count=157 82 2590 internal_value=0 0.000150508 internal_weight=0 257.17 internal_count=2829 2747 is_linear=0 shrinkage=0.00348657 Tree=2696 num_leaves=4 num_cat=0 split_feature=43 42 132 split_gain=14.6462 13.4961 1.30805 threshold=0.25123500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016313405981471579 -0.00031932648839544896 6.1551068538725335e-05 -0.00060363361391199157 leaf_weight=43.376827443717048 4.7510567137505859 218.40794070134871 4.2040264932438713 leaf_count=644 103 1995 65 internal_value=0 2.43123e-05 -0.000453797 internal_weight=0 261.785 8.95508 internal_count=2807 2639 168 is_linear=0 shrinkage=0.000367995 Tree=2697 num_leaves=4 num_cat=0 split_feature=43 42 132 split_gain=14.5718 12.9727 1.28369 threshold=0.25123500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016687929960195961 -0.0033339664211358027 0.00063126542389451638 -0.0062828819165468494 leaf_weight=41.826742658042349 4.5243204231373966 211.19822087639477 4.0684702768921834 leaf_count=644 103 1995 65 internal_value=0 0.000250953 -0.00474104 internal_weight=0 253.025 8.59279 internal_count=2807 2639 168 is_linear=0 shrinkage=0.00377397 Tree=2698 num_leaves=4 num_cat=0 split_feature=43 42 132 split_gain=13.9646 13.0634 1.30958 threshold=0.25123500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016185527355684797 -0.00031486318444316367 5.93513778712695e-05 -0.0006028634198121098 leaf_weight=43.326720576151274 4.6837301575578749 217.8528643460013 4.0604856330901367 leaf_count=644 103 1995 65 internal_value=0 2.26466e-05 -0.000449622 internal_weight=0 261.18 8.74422 internal_count=2807 2639 168 is_linear=0 shrinkage=0.000367995 Tree=2699 num_leaves=4 num_cat=0 split_feature=43 42 132 split_gain=13.9483 13.4477 1.29353 threshold=0.25123500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018093420185236826 -0.0003453850962040711 6.491689391496214e-05 -0.00065859200148540387 leaf_weight=44.043525484623387 4.7431522661354393 220.60900190728717 4.1530265426263195 leaf_count=644 103 1995 65 internal_value=0 2.39922e-05 -0.000492698 internal_weight=0 264.653 8.89618 internal_count=2807 2639 168 is_linear=0 shrinkage=0.000406297 Tree=2700 num_leaves=4 num_cat=0 split_feature=12 49 1429 split_gain=11.3523 17.2606 10.2299 threshold=0.084055000000000005 -0.21083999999999997 0.084690000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.494198574312971e-05 0.00039199463080213693 -0.00012416486944039461 0.0003558152503817352 leaf_weight=133.18135395622812 9.879298269748686 117.33417640591506 15.624804478138683 leaf_count=873 37 1855 59 internal_value=0 -8.40275e-05 6.86753e-05 internal_weight=0 127.213 148.806 internal_count=2824 1892 932 is_linear=0 shrinkage=0.000375355 Tree=2701 num_leaves=3 num_cat=0 split_feature=151 483 split_gain=16.1066 11.9048 threshold=-0.29526499999999994 0.086680000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052981001963368836 3.4200445558624214e-05 -0.00030243613248997987 leaf_weight=8.2249405067414028 250.78676299669314 16.386986089637503 leaf_count=73 2481 270 internal_value=0 1.35329e-05 internal_weight=0 267.174 internal_count=2824 2751 is_linear=0 shrinkage=0.000382862 Tree=2702 num_leaves=3 num_cat=0 split_feature=151 483 split_gain=16.5238 12.0175 threshold=-0.29526499999999994 0.086680000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0046458821464501537 0.00031017897020049897 -0.0026596688585328984 leaf_weight=8.0462960936129075 242.05883488233667 15.639846953796221 leaf_count=73 2481 270 internal_value=0 0.000129754 internal_weight=0 257.699 internal_count=2824 2751 is_linear=0 shrinkage=0.00328547 Tree=2703 num_leaves=3 num_cat=0 split_feature=151 483 split_gain=15.4851 11.4659 threshold=-0.29526499999999994 0.086680000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053129698266336453 3.6613501937299013e-05 -0.00030349359483919396 leaf_weight=8.1132728522643429 247.39908236055635 16.081527892965823 leaf_count=73 2481 270 internal_value=0 1.58346e-05 internal_weight=0 263.481 internal_count=2824 2751 is_linear=0 shrinkage=0.00039052 Tree=2704 num_leaves=4 num_cat=0 split_feature=128 48 52 split_gain=10.6154 11.2554 0.907963 threshold=0.086435000000000012 0.11928500000000002 -0.030679999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033318434821855635 -0.0019360849400606307 -0.0022253133091218015 -0.0041669832509749821 leaf_weight=240.9925864925608 2.8520710640586913 19.246626112610102 5.9470305189024639 leaf_count=2567 45 112 149 internal_value=0 0.000143815 -0.00344963 internal_weight=0 260.239 8.7991 internal_count=2873 2679 194 is_linear=0 shrinkage=0.00322105 Tree=2705 num_leaves=4 num_cat=0 split_feature=128 151 52 split_gain=10.6398 10.5988 0.99396 threshold=0.086435000000000012 -0.29526499999999994 -0.054974999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039477919820874439 -0.00021608472904969555 3.1299202857242607e-05 -0.00048722100660540939 leaf_weight=8.8268635049462301 2.9697287133894861 262.70384784427006 6.2456049952888844 leaf_count=62 44 2617 150 internal_value=0 1.74216e-05 -0.000400472 internal_weight=0 271.531 9.21533 internal_count=2873 2679 194 is_linear=0 shrinkage=0.000382862 Tree=2706 num_leaves=4 num_cat=0 split_feature=4 0 1 split_gain=10.763 15.178 0.360406 threshold=-0.49096999999999996 0.15355000000000005 0.08413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037642016334166092 2.195841531615946e-06 0.00050980057471437215 -0.00025593553987398595 leaf_weight=7.073231626302003 253.60507662384771 8.9199757706373912 8.0189012158662063 leaf_count=44 2695 34 100 internal_value=0 1.94789e-05 -0.000312807 internal_weight=0 262.525 15.0921 internal_count=2873 2729 144 is_linear=0 shrinkage=0.000382862 Tree=2707 num_leaves=4 num_cat=0 split_feature=128 151 52 split_gain=10.2778 10.8437 0.915722 threshold=0.086435000000000012 -0.29526499999999994 -0.030679999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032124594984250616 -0.0017883196888732824 0.00024672832524800468 -0.0039060667498237254 leaf_weight=8.6156802102923375 2.8454354456625879 252.08778501243796 5.8508795328671095 leaf_count=62 45 2617 149 internal_value=0 0.000132183 -0.00321858 internal_weight=0 260.703 8.69631 internal_count=2873 2679 194 is_linear=0 shrinkage=0.00303526 Tree=2708 num_leaves=4 num_cat=0 split_feature=2 16 43 split_gain=13.4663 21.2257 10.4778 threshold=0.088495000000000004 -0.15317999999999996 0.0016150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024860129795817331 -3.8916279703307593e-06 -0.00023640906312340747 0.00026471685416294135 leaf_weight=19.052035418339074 133.60462860250846 82.718827881617472 30.646717773517594 leaf_count=151 1135 1289 278 internal_value=0 -0.000145583 4.62514e-05 internal_weight=0 101.771 164.251 internal_count=2853 1440 1413 is_linear=0 shrinkage=0.000414422 Tree=2709 num_leaves=4 num_cat=0 split_feature=2 16 150 split_gain=13.9315 19.0615 10.1629 threshold=0.091075000000000003 -0.15317999999999996 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020407291837358204 -1.7265803800827072e-06 -0.000195205217942251 0.00024474376930149014 leaf_weight=22.183190014678985 112.61668252153322 102.07021279656328 32.967906192876399 leaf_count=170 1012 1493 178 internal_value=0 -0.000123901 5.41119e-05 internal_weight=0 124.253 145.585 internal_count=2853 1663 1190 is_linear=0 shrinkage=0.00039052 Tree=2710 num_leaves=4 num_cat=0 split_feature=2 16 4 split_gain=12.6277 20.6552 9.53702 threshold=0.088495000000000004 -0.15317999999999996 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016294348825601288 -0.0020394615732506095 -0.0015252115906145489 0.00047539498657468547 leaf_weight=18.54099932173267 11.805560924112795 80.372546149650589 148.82062286080327 leaf_count=151 105 1289 1308 internal_value=0 -0.000933684 0.00029034 internal_weight=0 98.9135 160.626 internal_count=2853 1440 1413 is_linear=0 shrinkage=0.00269523 Tree=2711 num_leaves=4 num_cat=0 split_feature=2 16 43 split_gain=12.123 19.8364 10.9499 threshold=0.088495000000000004 -0.15317999999999996 0.0016150000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018725561187728774 -6.2946784014241539e-05 -0.0017562138517329062 0.0020517908331090305 leaf_weight=18.480341438669711 130.45733352121897 79.953567650867626 30.019734204164706 leaf_count=151 1135 1289 278 internal_value=0 -0.0010747 0.000332845 internal_weight=0 98.4339 160.477 internal_count=2853 1440 1413 is_linear=0 shrinkage=0.00315789 Tree=2712 num_leaves=4 num_cat=0 split_feature=130 457 40 split_gain=11.8493 10.8939 2.66904 threshold=1.0000000180025095e-35 0.082870000000000013 -0.082079999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6127762009970594e-05 4.5542866559766298e-05 0.0017631433983594637 -0.0034669519155296263 leaf_weight=213.47827346099075 2.7979365084320298 41.719693500548601 11.317764916457234 leaf_count=2290 14 208 349 internal_value=0 0.000258126 -0.0027716 internal_weight=0 255.198 14.1157 internal_count=2861 2498 363 is_linear=0 shrinkage=0.00322105 Tree=2713 num_leaves=4 num_cat=0 split_feature=130 457 40 split_gain=12.0924 11.2169 3.0025 threshold=1.0000000180025095e-35 0.082870000000000013 -0.082079999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2217905366017648e-06 2.4272781240821151e-05 0.00023303876658448312 -0.0004627316226837974 leaf_weight=222.93124021624681 2.9256906621158114 43.090071124956012 11.974572526407426 leaf_count=2290 14 208 349 internal_value=0 3.17095e-05 -0.000367199 internal_weight=0 266.021 14.9003 internal_count=2861 2498 363 is_linear=0 shrinkage=0.000431165 Tree=2714 num_leaves=4 num_cat=0 split_feature=130 156 40 split_gain=11.486 10.8266 2.64475 threshold=1.0000000180025095e-35 0.091280000000000014 -0.082079999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003815013832867144 4.0237608450312975e-05 -0.0017110344470042057 -0.0029482331063984818 leaf_weight=234.994845800451 2.8003117926418772 20.282366628758609 11.118336135637945 leaf_count=2265 14 233 349 internal_value=0 0.000215129 -0.00234775 internal_weight=0 255.277 13.9186 internal_count=2861 2498 363 is_linear=0 shrinkage=0.00274913 Tree=2715 num_leaves=4 num_cat=0 split_feature=130 457 40 split_gain=11.1285 10.4509 2.98221 threshold=1.0000000180025095e-35 0.082870000000000013 -0.082294999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7321603580190145e-05 0.0003322274148941854 0.0015607266851682209 -0.0031314965091066285 leaf_weight=213.65768356842455 2.6083877719938746 41.595795365050435 11.102695692679843 leaf_count=2290 13 208 350 internal_value=0 0.000223192 -0.00247301 internal_weight=0 255.253 13.7111 internal_count=2861 2498 363 is_linear=0 shrinkage=0.0029174 Tree=2716 num_leaves=4 num_cat=0 split_feature=376 132 2 split_gain=11.3839 11.278 2.45216 threshold=0.048375000000000008 0.08018500000000002 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0001390651928969e-05 0.00015419296426739975 0.00023610494927055106 0.0004490779058636162 leaf_weight=224.11962759541348 9.8302146927453595 28.898898273706436 11.287040597759185 leaf_count=2436 79 278 77 internal_value=0 -1.7308e-05 0.00031207 internal_weight=0 253.019 21.1173 internal_count=2870 2714 156 is_linear=0 shrinkage=0.000431165 Tree=2717 num_leaves=4 num_cat=0 split_feature=376 4 2 split_gain=12.16 11.8772 2.35669 threshold=0.048375000000000008 -0.50052499999999989 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045012228915968687 0.00016331154599304886 1.7768855706758754e-06 0.00044461356425689675 leaf_weight=10.839167034253476 9.9917636420577782 242.2403382868506 11.450488697737454 leaf_count=104 79 2610 77 internal_value=0 -1.761e-05 0.000313793 internal_weight=0 253.08 21.4423 internal_count=2870 2714 156 is_linear=0 shrinkage=0.000422711 Tree=2718 num_leaves=4 num_cat=0 split_feature=376 4 2 split_gain=12.5899 12.3331 2.39542 threshold=0.048375000000000008 -0.50052499999999989 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044553331440536092 0.00016219988399697146 1.3288277828736174e-06 0.00043765195954804546 leaf_weight=11.070303903892635 10.180065030232074 244.07336987846065 11.668097755871711 leaf_count=104 79 2610 77 internal_value=0 -1.80917e-05 0.00030956 internal_weight=0 255.144 21.8482 internal_count=2870 2714 156 is_linear=0 shrinkage=0.000414422 Tree=2719 num_leaves=4 num_cat=0 split_feature=376 4 2 split_gain=10.6255 11.7137 2.45652 threshold=0.048375000000000008 -0.50052499999999989 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034379568255141846 0.0011067244418768748 3.4375284872931155e-05 0.0033476927752056807 leaf_weight=10.513420497998593 9.5510521037504095 234.41568131174427 10.877553564496337 leaf_count=104 79 2610 77 internal_value=0 -0.000114929 0.00230198 internal_weight=0 244.929 20.4286 internal_count=2870 2714 156 is_linear=0 shrinkage=0.00322105 Tree=2720 num_leaves=4 num_cat=0 split_feature=160 133 52 split_gain=12.7804 12.3208 0.124856 threshold=-0.25833999999999996 -0.39975999999999995 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003728137353339213 -0.00049560031413196362 2.0846743017771635e-05 -0.00046888453060029578 leaf_weight=3.8083530585281533 6.9367685166653237 255.23445634217933 6.2068509903037921 leaf_count=109 151 2475 131 internal_value=0 7.14702e-06 -0.000433132 internal_weight=0 262.171 10.0152 internal_count=2866 2626 240 is_linear=0 shrinkage=0.000382862 Tree=2721 num_leaves=4 num_cat=0 split_feature=12 49 474 split_gain=13.391 15.1604 10.3897 threshold=0.083785000000000012 -0.21083999999999997 0.084420000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.0661350125463212e-05 0.00038397515480753159 -0.00013813638361491703 0.00033158283503167849 leaf_weight=121.22395819006488 9.4940503388643247 121.94594140828121 21.403614437673241 leaf_count=770 36 1945 115 internal_value=0 -0.000100373 7.58579e-05 internal_weight=0 131.44 142.628 internal_count=2866 1981 885 is_linear=0 shrinkage=0.00039833 Tree=2722 num_leaves=4 num_cat=0 split_feature=160 133 52 split_gain=12.3222 12.2923 0.126083 threshold=-0.25833999999999996 -0.26577499999999993 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027181521472498119 -0.003326191873626724 0.00017347194612415661 -0.0034421648717628851 leaf_weight=3.60263773659244 8.1349275556858611 245.29974430194125 5.9769806661643088 leaf_count=109 168 2458 131 internal_value=0 6.08951e-05 -0.00317583 internal_weight=0 253.435 9.57962 internal_count=2866 2626 240 is_linear=0 shrinkage=0.00280412 Tree=2723 num_leaves=4 num_cat=0 split_feature=12 160 474 split_gain=13.4801 14.0369 10.6889 threshold=0.083785000000000012 -1.0000000180025095e-35 0.084420000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7780493765178994e-05 -0.00030247114291546664 -2.3012502362929039e-05 0.00031424405239565984 leaf_weight=121.67993954778649 34.126889300066978 98.022491069044918 21.593071033712476 leaf_count=770 610 1371 115 internal_value=0 -9.52145e-05 7.09903e-05 internal_weight=0 132.149 143.273 internal_count=2866 1981 885 is_linear=0 shrinkage=0.000375355 Tree=2724 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=14.2018 22.037 18.8516 threshold=1.0000000180025095e-35 0.072675000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028414395907756335 0.00012063049080659208 -0.00021950617620111688 4.7036279438132744e-05 leaf_weight=45.318994835368358 150.96595415053889 31.091348866000772 47.822156462119892 leaf_count=723 1108 290 722 internal_value=0 6.25258e-05 -0.000114129 internal_weight=0 182.057 93.1412 internal_count=2843 1398 1445 is_linear=0 shrinkage=0.000367995 Tree=2725 num_leaves=4 num_cat=0 split_feature=1 16 49 split_gain=14.0442 20.823 18.8503 threshold=1.0000000180025095e-35 0.072675000000000003 -0.24639999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00071390744222412164 0.00012878284649501024 -0.00022826556160671153 -0.00016282395920730975 leaf_weight=4.052132684737443 149.48634289740585 31.332841987721622 88.11670899624005 leaf_count=15 1108 290 1430 internal_value=0 6.6895e-05 -0.000124139 internal_weight=0 180.819 92.1688 internal_count=2843 1398 1445 is_linear=0 shrinkage=0.00039833 Tree=2726 num_leaves=4 num_cat=0 split_feature=1 16 15 split_gain=13.6193 19.73 19.01 threshold=1.0000000180025095e-35 0.072675000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031433480608536392 0.00012761188741180316 -0.00022649927331825455 5.4608789192529581e-05 leaf_weight=45.086375490413047 149.41454520495608 31.419943045359105 47.146894523175433 leaf_count=723 1108 290 722 internal_value=0 6.60678e-05 -0.00012577 internal_weight=0 180.834 92.2333 internal_count=2843 1398 1445 is_linear=0 shrinkage=0.000406297 Tree=2727 num_leaves=4 num_cat=0 split_feature=480 4 13 split_gain=11.791 11.8822 0.875116 threshold=0.08598500000000002 0.15756500000000004 -0.018704999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022642055630392289 -0.002556815021171006 0.0013575125124092964 -0.0045748326319178479 leaf_weight=197.26803771557752 4.0097147752530873 56.004631498362869 4.1131130668800306 leaf_count=2238 138 416 51 internal_value=0 0.000123901 -0.003587 internal_weight=0 253.273 8.12283 internal_count=2843 2654 189 is_linear=0 shrinkage=0.00303526 Tree=2728 num_leaves=4 num_cat=0 split_feature=403 484 0 split_gain=12.0277 11.7196 0.260866 threshold=-0.092224999999999988 -0.0048899999999999994 -0.066459999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045039728647617108 -0.00026430396236433717 4.8062894551793088e-05 -0.0002875837729278489 leaf_weight=8.889187077758832 22.552163283340633 239.67415354633704 2.2614749562926582 leaf_count=288 412 2092 47 internal_value=0 2.11812e-05 -0.000417925 internal_weight=0 262.226 11.1507 internal_count=2839 2504 335 is_linear=0 shrinkage=0.000414422 Tree=2729 num_leaves=4 num_cat=0 split_feature=403 1456 0 split_gain=11.3234 10.6497 0.23707 threshold=-0.092224999999999988 0.075285000000000005 -0.066689999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036427385236843727 0.00030469814142806842 -0.0034302679438110587 -0.0023464328787530736 leaf_weight=8.3207472001668048 243.01469240954611 8.8680094513110799 2.1384966843761495 leaf_count=287 2316 188 48 internal_value=0 0.000172952 -0.00338245 internal_weight=0 251.883 10.4592 internal_count=2839 2504 335 is_linear=0 shrinkage=0.00335118 Tree=2730 num_leaves=4 num_cat=0 split_feature=403 484 0 split_gain=11.5258 10.8409 0.281719 threshold=-0.092224999999999988 -0.0048899999999999994 -0.066459999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043215857135098771 -0.00024723624470258655 4.418241574324659e-05 -0.00026917624795188151 leaf_weight=8.622954899678005 22.125584853813052 237.26595766597893 2.2496138107962897 leaf_count=288 412 2092 47 internal_value=0 1.93086e-05 -0.000398967 internal_weight=0 259.392 10.8726 internal_count=2839 2504 335 is_linear=0 shrinkage=0.00039833 Tree=2731 num_leaves=4 num_cat=0 split_feature=403 484 0 split_gain=11.8526 10.9916 0.247856 threshold=-0.092224999999999988 -0.0048899999999999994 -0.066459999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046793374833212947 -0.00026645553589370048 5.1156315715674005e-05 -0.00030092639123792647 leaf_weight=8.6799449552781862 22.126400959677994 237.41386779153254 2.2204624847508958 leaf_count=288 412 2092 47 internal_value=0 2.40616e-05 -0.000434499 internal_weight=0 259.54 10.9004 internal_count=2839 2504 335 is_linear=0 shrinkage=0.000431165 Tree=2732 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=10.5978 16.1709 10.2777 threshold=0.10100500000000003 -0.12032499999999997 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018425339021098218 0.00018557485065958418 -8.4083203483105841e-05 -6.0007817089694485e-05 leaf_weight=34.618289433419704 69.038719201926142 148.78786342393141 30.830090556293726 leaf_count=174 539 1949 192 internal_value=0 -3.34202e-05 0.000109765 internal_weight=0 183.406 99.8688 internal_count=2854 2123 731 is_linear=0 shrinkage=0.000353706 Tree=2733 num_leaves=4 num_cat=0 split_feature=156 1 159 split_gain=9.76005 10.4952 0.0248212 threshold=-1.0000000180025095e-35 0.10100500000000003 -0.066419999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049464110643005995 -2.94897825289661e-05 0.00013429557928370679 -0.00042570641609192863 leaf_weight=2.9536001699743792 177.77677863836288 95.358664642088115 3.7738825439009807 leaf_count=64 2000 698 92 internal_value=0 2.76973e-05 -0.000457285 internal_weight=0 273.135 6.72748 internal_count=2854 2698 156 is_linear=0 shrinkage=0.00039833 Tree=2734 num_leaves=4 num_cat=0 split_feature=156 3 159 split_gain=9.48774 9.38406 0.031745 threshold=-1.0000000180025095e-35 -0.15490999999999996 -0.066419999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003445155548809288 0.0017772796739479735 3.3385815744391801e-05 -0.0029266421028554769 leaf_weight=2.8814732684986666 25.810990968719125 240.06081167422235 3.5640025949105612 leaf_count=64 163 2535 92 internal_value=0 0.0002028 -0.00316794 internal_weight=0 265.872 6.44548 internal_count=2854 2698 156 is_linear=0 shrinkage=0.00274913 Tree=2735 num_leaves=4 num_cat=0 split_feature=472 1 1 split_gain=10.3067 10.3229 0.0513662 threshold=-1.0000000180025095e-35 0.10100500000000003 0.10038500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041224537360687341 -2.7096812817684151e-05 0.00012837213332536396 -0.00049455420388654591 leaf_weight=3.8377780362498006 178.37923461652827 96.432224242482334 2.9536336874589324 leaf_count=112 2009 695 38 internal_value=0 2.74629e-05 -0.000449328 internal_weight=0 274.811 6.79141 internal_count=2854 2704 150 is_linear=0 shrinkage=0.000382862 Tree=2736 num_leaves=4 num_cat=0 split_feature=0 0 47 split_gain=11.9079 29.6339 22.7563 threshold=-0.10072999999999999 -0.074459999999999985 0.077065000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002069273385937575 -0.00027028004285378657 8.222275935238143e-05 -0.0002532847163293745 leaf_weight=84.994677210226655 71.794483309146017 95.317105950089172 23.551731239072978 leaf_count=452 1414 860 121 internal_value=0 -6.92331e-05 0.000107046 internal_weight=0 167.112 108.546 internal_count=2847 2274 573 is_linear=0 shrinkage=0.000414422 Tree=2737 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=11.3788 26.8085 22.6707 threshold=-0.10072999999999999 -0.074459999999999985 0.085835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017809606693464 -0.0019267260725199396 0.00057829414204767021 -0.0011989197195952138 leaf_weight=70.804015710949898 68.570352071430534 92.340777795296162 35.201422926504165 leaf_count=392 1414 860 181 internal_value=0 -0.000489292 0.000791389 internal_weight=0 160.911 106.005 internal_count=2847 2274 573 is_linear=0 shrinkage=0.00303526 Tree=2738 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=10.8944 25.8318 22.4225 threshold=-0.10072999999999999 -0.074459999999999985 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019494712555058334 -0.0023155275631889186 0.0006894250777293076 0.0019444849075267604 leaf_weight=27.232454894576222 67.998553550220095 92.30161715997383 78.726121451240033 leaf_count=202 1414 860 371 internal_value=0 -0.000585385 0.000943527 internal_weight=0 160.3 105.959 internal_count=2847 2274 573 is_linear=0 shrinkage=0.00369997 Tree=2739 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=10.4348 24.8878 21.5223 threshold=-0.10072999999999999 -0.074459999999999985 0.085835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019419081859973321 -0.0021087502240367166 0.00062289823910692175 -0.0013282276169296872 leaf_weight=70.602481545880437 67.439572268514894 92.263702845200896 35.238219404127449 leaf_count=392 1414 860 181 internal_value=0 -0.000530738 0.000853118 internal_weight=0 159.703 105.841 internal_count=2847 2274 573 is_linear=0 shrinkage=0.0034182 Tree=2740 num_leaves=4 num_cat=0 split_feature=1447 42 484 split_gain=9.35214 9.33038 2.30984 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.075059999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012544359074197989 -0.00015052037081069147 4.6509531818451939e-05 -0.0004989130037934081 leaf_weight=4.2260112967342138 46.174504944006912 218.57268138718791 6.9994032570393738 leaf_count=121 748 1835 139 internal_value=0 1.21372e-05 -0.000358765 internal_weight=0 264.747 11.2254 internal_count=2843 2583 260 is_linear=0 shrinkage=0.00039833 Tree=2741 num_leaves=4 num_cat=0 split_feature=1447 448 484 split_gain=9.00799 9.26069 2.18592 threshold=-1.0000000180025095e-35 -0.083114999999999981 -0.075059999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010335712487490856 -0.0035066538561626778 0.00016692020711423563 -0.0039879700222962278 leaf_weight=3.9983602489810437 7.0186524409800759 247.55173909151927 6.7103301368188095 leaf_count=121 50 2533 139 internal_value=0 6.53823e-05 -0.00288867 internal_weight=0 254.57 10.7087 internal_count=2843 2583 260 is_linear=0 shrinkage=0.00315789 Tree=2742 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=9.90333 15.309 9.73688 threshold=0.10100500000000003 0.09202500000000001 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2893946894671962e-05 0.00017146522316840955 -0.00032463188485328388 -9.0182266555059978e-05 leaf_weight=155.6077007339336 66.174161645583808 25.86848299135454 28.724791410379112 leaf_count=1697 544 417 185 internal_value=0 -5.736e-05 9.22654e-05 internal_weight=0 181.476 94.899 internal_count=2843 2114 729 is_linear=0 shrinkage=0.000375355 Tree=2743 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=9.19324 14.8599 9.44728 threshold=0.10100500000000003 0.09202500000000001 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3121608404880765e-05 0.00018167989674134656 -0.00034891091543425836 -9.7987295721299345e-05 leaf_weight=153.9895039445255 65.290083715226501 25.316020887810737 28.687907687854022 leaf_count=1697 544 417 185 internal_value=0 -6.05636e-05 9.63056e-05 internal_weight=0 179.306 93.978 internal_count=2843 2114 729 is_linear=0 shrinkage=0.000406297 Tree=2744 num_leaves=4 num_cat=0 split_feature=13 132 4 split_gain=11.9288 10.6796 2.30313 threshold=-0.24921999999999997 0.08018500000000002 -0.029079999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038672282124462416 -4.6948596767690628e-05 0.00018957091677162217 0.00015235764673651825 leaf_weight=10.857713714241983 222.04346775671002 30.585169266909361 13.024392001330851 leaf_count=36 2440 281 105 internal_value=0 -1.83016e-05 0.000259133 internal_weight=0 252.629 23.8821 internal_count=2862 2721 141 is_linear=0 shrinkage=0.000375355 Tree=2745 num_leaves=3 num_cat=0 split_feature=453 13 split_gain=11.0783 9.72466 threshold=0.089075000000000015 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029260599820112553 -0.004203356157944379 1.2743611968970184e-05 leaf_weight=12.992245480418203 6.4250868912786236 250.07732018409297 leaf_count=70 43 2749 internal_value=0 0.000156826 internal_weight=0 263.07 internal_count=2862 2819 is_linear=0 shrinkage=0.00328547 Tree=2746 num_leaves=4 num_cat=0 split_feature=13 1348 0 split_gain=12.8293 10.6886 2.17449 threshold=-0.24921999999999997 0.084620000000000015 -0.092184999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012481152291430445 -7.3700406422650297e-05 0.00029030742986638414 0.00036195286607053573 leaf_weight=11.333812995813789 245.65945500682574 12.403869764879344 11.380701145157216 leaf_count=84 2662 59 57 internal_value=0 -5.61841e-05 0.000243831 internal_weight=0 258.063 22.7145 internal_count=2862 2721 141 is_linear=0 shrinkage=0.000382862 Tree=2747 num_leaves=4 num_cat=0 split_feature=13 1348 0 split_gain=11.9165 10.8857 2.24826 threshold=-0.24921999999999997 0.084620000000000015 -0.10364499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014408242802813319 -4.1472820468283258e-05 0.00034659993819171692 0.00039860335074009997 leaf_weight=10.972718734294178 244.9024371560663 13.057940553873776 13.115960082970558 leaf_count=79 2662 59 62 internal_value=0 -2.18044e-05 0.000282872 internal_weight=0 257.96 24.0887 internal_count=2862 2721 141 is_linear=0 shrinkage=0.000414422 Tree=2748 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=12.1835 13.8251 threshold=0.089535000000000017 0.28937500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.8517047739312439e-05 -0.00054309684968572463 0.00022687954987342775 leaf_weight=235.44857749703806 6.5488662142306557 34.274319261312485 leaf_count=2536 41 304 internal_value=0 -4.77881e-06 internal_weight=0 269.723 internal_count=2881 2840 is_linear=0 shrinkage=0.00039052 Tree=2749 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=12.478 12.0042 threshold=0.089535000000000017 0.0063000000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00055738997891217976 -0.0044844672807083036 0.0008403406621582092 leaf_weight=162.58777908061165 6.408582651987671 98.307415007730015 leaf_count=2037 41 803 internal_value=0 -3.06908e-05 internal_weight=0 260.895 internal_count=2881 2840 is_linear=0 shrinkage=0.00315789 Tree=2750 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=11.5134 13.7425 threshold=0.089535000000000017 0.28937500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9114171696112885e-05 -0.00053985806405190294 0.00023114523736498518 leaf_weight=234.90475337568205 6.5161891710013142 34.179781332612038 leaf_count=2536 41 304 internal_value=0 -4.77119e-06 internal_weight=0 269.085 internal_count=2881 2840 is_linear=0 shrinkage=0.00039833 Tree=2751 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=11.8013 17.038 12.1383 threshold=-0.00189 -0.10072999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6381660758556513e-05 0.00053051502257329356 -0.00016420383601507848 4.7837750852178084e-05 leaf_weight=107.32063900865614 12.540492033585904 122.71043010219 35.99466829188168 leaf_count=582 97 1992 210 internal_value=0 -5.66279e-05 0.000172711 internal_weight=0 230.031 48.5352 internal_count=2881 2574 307 is_linear=0 shrinkage=0.000422711 Tree=2752 num_leaves=4 num_cat=0 split_feature=1 2 13 split_gain=11.2636 12.7425 3.52612 threshold=0.12700000000000003 0.088495000000000004 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013662571873122601 0.0004228557339341941 4.9323154238364175e-05 0.00013043155140081658 leaf_weight=94.816957275150344 10.914179939776661 152.47896065656096 16.358478175476193 leaf_count=1339 131 1245 107 internal_value=0 -2.19775e-05 0.00024767 internal_weight=0 247.296 27.2727 internal_count=2822 2584 238 is_linear=0 shrinkage=0.00039833 Tree=2753 num_leaves=4 num_cat=0 split_feature=2 0 4 split_gain=11.1339 17.7692 12.011 threshold=0.088495000000000004 -0.060094999999999989 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018770046998636028 -0.00032921038068002822 0.00022241441911592175 9.5787124921926315e-05 leaf_weight=83.065022584865801 11.77303286269307 22.055974933784455 158.92407748079859 leaf_count=1271 104 159 1288 internal_value=0 -0.000101627 6.64414e-05 internal_weight=0 105.121 170.697 internal_count=2822 1430 1392 is_linear=0 shrinkage=0.000406297 Tree=2754 num_leaves=3 num_cat=0 split_feature=38 2 split_gain=11.02 12.1466 threshold=0.087760000000000019 0.088495000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00081397042622697712 -0.004187221634675606 0.00077443545587808839 leaf_weight=98.448584201745689 7.543263677507638 159.51843623106834 leaf_count=1413 57 1352 internal_value=0 0.000168233 internal_weight=0 257.967 internal_count=2822 2765 is_linear=0 shrinkage=0.0035563 Tree=2755 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=10.502 12.0627 threshold=0.087760000000000019 -0.24921999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025524857443902705 -0.003552858852643748 -4.2891242349964593e-05 leaf_weight=18.472226570360363 7.5660269651561967 239.26296927942894 leaf_count=120 57 2645 internal_value=0 0.000143298 internal_weight=0 257.735 internal_count=2822 2765 is_linear=0 shrinkage=0.00309597 Tree=2756 num_leaves=4 num_cat=0 split_feature=484 3 2 split_gain=11.8473 12.654 6.97234 threshold=-0.0048899999999999994 -0.10600999999999998 0.11225500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043919692739049094 0.00017560370742262239 -2.9927461436377637e-05 3.0533759672684629e-05 leaf_weight=13.995057993452066 56.424369662068784 197.71872651367448 6.9152343743480733 leaf_count=395 318 2080 49 internal_value=0 1.57139e-05 -0.000283966 internal_weight=0 254.143 20.9103 internal_count=2842 2398 444 is_linear=0 shrinkage=0.000382862 Tree=2757 num_leaves=4 num_cat=0 split_feature=484 3 2 split_gain=12.0813 13.4237 6.5916 threshold=-0.0048899999999999994 -0.10600999999999998 0.11225500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048493420205019755 0.00019751904654791592 -3.6981855532125684e-05 2.0749850586374498e-05 leaf_weight=14.035481499158779 56.078301430214196 196.06320863636211 6.8489668183028689 leaf_count=395 318 2080 49 internal_value=0 1.5184e-05 -0.00031923 internal_weight=0 252.142 20.8844 internal_count=2842 2398 444 is_linear=0 shrinkage=0.000422711 Tree=2758 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=11.8466 12.7005 6.36813 threshold=-0.0048899999999999994 -0.10600999999999998 0.084525000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031634228156144288 0.0014594174927662479 -0.0002643415617315574 0.001670270687293146 leaf_weight=16.997723568929363 54.892831681296229 190.47201720043086 3.2221624664962283 leaf_count=421 318 2080 23 internal_value=0 0.00012138 -0.0023923 internal_weight=0 245.365 20.2199 internal_count=2842 2398 444 is_linear=0 shrinkage=0.00315789 Tree=2759 num_leaves=4 num_cat=0 split_feature=484 3 2 split_gain=11.8764 12.1488 6.83368 threshold=-0.0048899999999999994 -0.10600999999999998 0.11225500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045637400466739939 0.00017795874953880898 -3.204843014341671e-05 2.6442352759418896e-05 leaf_weight=14.084409097442405 56.042261909227818 198.31408044614363 6.9372027055360368 leaf_count=395 318 2080 49 internal_value=0 1.42323e-05 -0.000297164 internal_weight=0 254.356 21.0216 internal_count=2842 2398 444 is_linear=0 shrinkage=0.00039833 Tree=2760 num_leaves=3 num_cat=0 split_feature=14 133 split_gain=10.8612 10.9434 threshold=0.078275000000000025 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039642406688370613 -0.0035449572218669528 -0.0033261931769150502 leaf_weight=252.99391469988041 7.9345581186935297 8.4483420241158438 leaf_count=2488 89 270 internal_value=0 0.000275896 internal_weight=0 261.442 internal_count=2847 2758 is_linear=0 shrinkage=0.00322105 Tree=2761 num_leaves=4 num_cat=0 split_feature=133 14 133 split_gain=10.9732 10.9618 0.215749 threshold=0.18829500000000002 0.078275000000000025 0.51392000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5375537039725656e-05 -0.00042833378500902668 -0.00041141923895266451 -0.00028733232048621337 leaf_weight=260.52374952461105 6.8655425240285677 7.9161402201279989 2.3078138311393559 leaf_count=2488 194 85 80 internal_value=0 3.18766e-05 -0.000393531 internal_weight=0 268.44 9.17336 internal_count=2847 2573 274 is_linear=0 shrinkage=0.000382862 Tree=2762 num_leaves=4 num_cat=0 split_feature=133 14 15 split_gain=10.7121 10.9528 0.221284 threshold=0.18829500000000002 0.078275000000000025 -0.042294999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7590819967246591e-05 -0.00030163595270796826 -0.00044581901909619177 -0.00046128578461087955 leaf_weight=261.68305124389008 2.1020825775340199 7.9428121438249937 6.946889049606396 leaf_count=2488 59 85 215 internal_value=0 3.30251e-05 -0.000424912 internal_weight=0 269.626 9.04897 internal_count=2847 2573 274 is_linear=0 shrinkage=0.000414422 Tree=2763 num_leaves=3 num_cat=0 split_feature=14 133 split_gain=10.4535 10.6327 threshold=0.078275000000000025 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037169526336975744 -0.0033579045532483713 -0.0031833746934887704 leaf_weight=253.31545791996177 7.8730817865580311 8.3099308449309301 leaf_count=2488 89 270 internal_value=0 0.000258553 internal_weight=0 261.625 internal_count=2847 2758 is_linear=0 shrinkage=0.00309597 Tree=2764 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=10.1417 10.4142 5.19306 threshold=0.13062500000000002 -0.15490999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021359166579309498 0.00036656040189834971 -4.9648422084273358e-05 -3.5953962022493357e-05 leaf_weight=27.942382134497166 18.066094142850492 220.03710182697978 7.4747750721871844 leaf_count=183 186 2409 43 internal_value=0 -1.99723e-05 0.000248822 internal_weight=0 247.979 25.5409 internal_count=2821 2592 229 is_linear=0 shrinkage=0.000406297 Tree=2765 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=10.3712 9.73887 4.47604 threshold=0.13062500000000002 0.10852500000000001 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6497611290947715e-06 0.00044681218857414988 -0.00032857649779219784 0.00011665577094002463 leaf_weight=235.68233653716743 8.7909217830747384 13.646645755157804 16.911841277498752 leaf_count=2393 118 199 111 internal_value=0 -2.05127e-05 0.000229825 internal_weight=0 249.329 25.7028 internal_count=2821 2592 229 is_linear=0 shrinkage=0.000375355 Tree=2766 num_leaves=4 num_cat=0 split_feature=1 3 13 split_gain=9.16827 10.3369 4.5615 threshold=0.13062500000000002 -0.15490999999999996 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017446507965122647 0.0039432726494741527 -0.0004010194917921314 0.00094149730582295172 leaf_weight=27.295739966444671 8.205530992709102 215.0000480475137 16.335031039081514 leaf_count=183 118 2409 111 internal_value=0 -0.000159181 0.00194747 internal_weight=0 242.296 24.5406 internal_count=2821 2592 229 is_linear=0 shrinkage=0.00328547 Tree=2767 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=10.1321 10.1161 4.3625 threshold=0.13062500000000002 0.10852500000000001 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7890054822212227e-07 0.0004532725179167221 -0.00033722558199500511 0.00012078791023870294 leaf_weight=237.27238753228448 8.7700555454939622 13.719958519330246 16.984226983506233 leaf_count=2393 118 199 111 internal_value=0 -1.78162e-05 0.00023426 internal_weight=0 250.992 25.7543 internal_count=2821 2592 229 is_linear=0 shrinkage=0.000382862 Tree=2768 num_leaves=4 num_cat=0 split_feature=2 1374 4 split_gain=13.6966 12.7483 10.5347 threshold=0.088260000000000019 -1.0000000180025095e-35 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058969489869981915 -0.0023516113352885192 -0.00080812073738522954 0.00062613468493916071 leaf_weight=4.9628492370247832 12.292235257104037 89.54695429909043 151.84987626457587 leaf_count=33 111 1359 1342 internal_value=0 -0.00107648 0.00040289 internal_weight=0 94.5098 164.142 internal_count=2845 1392 1453 is_linear=0 shrinkage=0.00309597 Tree=2769 num_leaves=4 num_cat=0 split_feature=2 1374 4 split_gain=13.1152 12.3098 10.105 threshold=0.088260000000000019 -1.0000000180025095e-35 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006289657676501836 -0.0025015184193883026 -0.00085669009360826677 0.0006629034303020189 leaf_weight=4.9242929369211188 12.228672519326208 89.3847090190975 151.76956882351078 leaf_count=33 111 1359 1342 internal_value=0 -0.00114159 0.000426682 internal_weight=0 94.309 163.998 internal_count=2845 1392 1453 is_linear=0 shrinkage=0.00335118 Tree=2770 num_leaves=4 num_cat=0 split_feature=2 1374 4 split_gain=14.0657 11.6273 10.5027 threshold=0.088260000000000019 -1.0000000180025095e-35 -0.49096999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007144883219083576 -0.00029434568842697943 -0.00010377610413074762 7.8095361914550443e-05 leaf_weight=4.9921254254877558 12.44322622194886 93.087944641127251 157.27822562633082 leaf_count=33 111 1359 1342 internal_value=0 -0.000134993 5.07596e-05 internal_weight=0 98.0801 169.721 internal_count=2845 1392 1453 is_linear=0 shrinkage=0.00039052 Tree=2771 num_leaves=4 num_cat=0 split_feature=2 1374 453 split_gain=12.5752 11.876 9.82129 threshold=0.088260000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0069771932550562292 0.00067949754966770875 -0.00094557009610121928 -0.0036061801807420555 leaf_weight=4.886567596346139 155.97951613436453 89.296950081479736 7.9880632292479268 leaf_count=33 1402 1359 51 internal_value=0 -0.00125986 0.000470315 internal_weight=0 94.1835 163.968 internal_count=2845 1392 1453 is_linear=0 shrinkage=0.00377397 Tree=2772 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=11.5776 10.0158 threshold=0.085905000000000023 -0.10600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013682126859119741 -0.0046810549040673796 -0.00031901298214837199 leaf_weight=57.438822095748037 6.661571390926837 197.25205122830812 leaf_count=360 58 2407 internal_value=0 6.15704e-05 internal_weight=0 254.691 internal_count=2825 2767 is_linear=0 shrinkage=0.0035563 Tree=2773 num_leaves=3 num_cat=0 split_feature=38 12 split_gain=11.0778 9.96546 threshold=0.085905000000000023 -0.079959999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019820945172514641 -0.0042325168654464502 -0.0001636747060226674 leaf_weight=26.00339084956795 6.6542934365570536 228.57139111519791 leaf_count=239 58 2528 internal_value=0 5.56358e-05 internal_weight=0 254.575 internal_count=2825 2767 is_linear=0 shrinkage=0.00328547 Tree=2774 num_leaves=3 num_cat=0 split_feature=38 1365 split_gain=10.5976 9.93756 threshold=0.085905000000000023 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015217897596046326 -0.0039027059383589901 -0.0036615637033717025 leaf_weight=247.61161379877012 6.6483594505116335 6.7077444358728817 leaf_count=2711 58 56 internal_value=0 5.13231e-05 internal_weight=0 254.319 internal_count=2825 2767 is_linear=0 shrinkage=0.00309597 Tree=2775 num_leaves=4 num_cat=0 split_feature=3 11 9 split_gain=10.4241 14.6474 11.1512 threshold=-0.12032499999999997 0.08184000000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027590760455978099 0.0035955475971227815 -0.0011806859278939296 -0.00055619740103627713 leaf_weight=32.555932341143489 8.1629453841596824 17.693352908827364 202.54243472369853 leaf_count=155 95 148 2427 internal_value=0 0.00137192 -0.000395043 internal_weight=0 50.2493 210.705 internal_count=2825 303 2522 is_linear=0 shrinkage=0.00348657 Tree=2776 num_leaves=4 num_cat=0 split_feature=1456 12 13 split_gain=9.37817 9.02825 1.32075 threshold=0.084325000000000011 0.084055000000000005 -0.0058449999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00093766848287632877 -0.0015409768350396977 -0.00021492835837337061 -0.0039934053100191338 leaf_weight=136.54350285395049 3.8494414174929261 124.5359629963059 4.727791606448589 leaf_count=870 137 1815 48 internal_value=0 0.0003879 -0.00289863 internal_weight=0 261.079 8.57723 internal_count=2870 2685 185 is_linear=0 shrinkage=0.00309597 Tree=2777 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=9.03456 8.45358 1.30696 threshold=0.084325000000000011 0.0063000000000000009 -0.081114999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.387244738504878e-05 -0.0018256226993294212 0.00135188190470936 -0.0048819150045056247 leaf_weight=160.9372568387771 3.7036200410220772 99.840279703494161 4.7940724657382798 leaf_count=1921 68 764 117 internal_value=0 0.000472045 -0.00355694 internal_weight=0 260.778 8.49769 internal_count=2870 2685 185 is_linear=0 shrinkage=0.00384945 Tree=2778 num_leaves=4 num_cat=0 split_feature=12 49 1429 split_gain=11.564 20.5184 9.53842 threshold=0.084055000000000005 -0.21083999999999997 0.084515000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1276891274307558e-05 0.00044913516889660843 -9.1039559579578075e-05 0.00038210565520305277 leaf_weight=131.98817261657678 10.746843053027986 124.23940475936979 15.531634524464605 leaf_count=868 41 1900 61 internal_value=0 -4.79765e-05 0.000104048 internal_weight=0 134.986 147.52 internal_count=2870 1941 929 is_linear=0 shrinkage=0.000375355 Tree=2779 num_leaves=4 num_cat=0 split_feature=480 12 2 split_gain=8.72578 8.88203 1.04593 threshold=0.086640000000000009 0.084055000000000005 0.11568000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001052757058860262 -0.0043102743893034864 -0.0002605663290451608 -0.0017157348259507284 leaf_weight=136.2843362854328 4.968637067708185 124.70895877014846 3.3072199551388621 leaf_count=883 147 1812 28 internal_value=0 0.000425246 -0.00327977 internal_weight=0 260.993 8.27586 internal_count=2870 2695 175 is_linear=0 shrinkage=0.0035563 Tree=2780 num_leaves=4 num_cat=0 split_feature=150 160 157 split_gain=13.5272 15.0867 12.3452 threshold=0.083205000000000015 -0.066494999999999985 -0.077384999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020346111579917363 -0.00023621602670503023 0.00026761673420973845 -7.9479477899927696e-05 leaf_weight=26.983957546530291 11.223864719271658 46.799620740115643 182.21166428481229 leaf_count=260 106 245 2200 internal_value=0 0.000170111 -4.2968e-05 internal_weight=0 58.0235 209.196 internal_count=2811 351 2460 is_linear=0 shrinkage=0.00039052 Tree=2781 num_leaves=4 num_cat=0 split_feature=160 454 52 split_gain=12.1835 10.3959 0.128909 threshold=-0.25833999999999996 -1.0000000180025095e-35 0.39371500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036395593740187569 -0.00045658739725596309 3.3683051053526379e-05 -0.000467598362101191 leaf_weight=3.3317433746997249 6.75653969682753 248.75486761331558 6.0643963546026498 leaf_count=103 59 2512 137 internal_value=0 2.06856e-05 -0.000431661 internal_weight=0 255.511 9.39614 internal_count=2811 2571 240 is_linear=0 shrinkage=0.00039052 Tree=2782 num_leaves=4 num_cat=0 split_feature=150 160 157 split_gain=12.5 14.5042 12.5983 threshold=0.083205000000000015 -0.066494999999999985 -0.077384999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019539822767209196 -0.0022144347746258517 0.0024498881145843909 -0.00074221279730816276 leaf_weight=26.194044657866471 10.869204293936489 45.175036975182593 175.33174177992623 leaf_count=260 106 245 2200 internal_value=0 0.00154484 -0.000391613 internal_weight=0 56.0442 201.526 internal_count=2811 351 2460 is_linear=0 shrinkage=0.00362742 Tree=2783 num_leaves=4 num_cat=0 split_feature=160 454 52 split_gain=11.7579 10.6496 0.128613 threshold=-0.25833999999999996 -1.0000000180025095e-35 0.39371500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033126888158235435 -0.0042737658781626924 0.0002963666053032247 -0.0042735012146813472 leaf_weight=3.2014273116365057 6.6066214637830845 241.39656718180049 5.8762814268702641 leaf_count=103 59 2512 137 internal_value=0 0.000174302 -0.00394232 internal_weight=0 248.003 9.07771 internal_count=2811 2571 240 is_linear=0 shrinkage=0.0035563 Tree=2784 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=12.5955 15.9225 1.72014 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.10491999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038524926241116029 -0.00014387328655535427 0.0029720636789138167 -0.0039282842971657492 leaf_weight=2.0474546654149881 232.26132345362566 22.755578958429396 11.427321721683255 leaf_count=17 2255 185 422 internal_value=0 0.000134369 -0.00339124 internal_weight=0 255.017 13.4748 internal_count=2879 2440 439 is_linear=0 shrinkage=0.0035563 Tree=2785 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=12.2507 15.1843 1.71084 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.091964999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056235848854469547 -0.00014632933801874985 0.003016430273378271 -0.0041112611889186617 leaf_weight=2.2453303849324575 232.26034444570541 22.803419332485646 10.994809447089208 leaf_count=27 2255 185 412 internal_value=0 0.000136635 -0.0035111 internal_weight=0 255.064 13.2401 internal_count=2879 2440 439 is_linear=0 shrinkage=0.00369997 Tree=2786 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=12.9534 13.7404 1.76898 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1087226254530582e-05 -1.3545978171090093e-05 0.00031189135999789978 -0.00044796920917163026 leaf_weight=1.9624312445521344 239.1938072348712 23.503537205979228 11.792264527641235 leaf_count=16 2255 185 423 internal_value=0 1.55915e-05 -0.000388617 internal_weight=0 262.697 13.7547 internal_count=2879 2440 439 is_linear=0 shrinkage=0.000406297 Tree=2787 num_leaves=4 num_cat=0 split_feature=1213 403 13 split_gain=11.9247 14.4528 1.84067 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.10939499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015115551636301152 -0.00013438074476070444 0.002769654053969315 -0.0038384766957215155 leaf_weight=1.9337821723893274 232.39243807736784 22.864875989034772 11.089569714851676 leaf_count=16 2255 185 423 internal_value=0 0.000125938 -0.00329198 internal_weight=0 255.257 13.0234 internal_count=2879 2440 439 is_linear=0 shrinkage=0.00348657 Tree=2788 num_leaves=4 num_cat=0 split_feature=52 13 49 split_gain=14.4069 10.1577 4.3446 threshold=0.28251000000000009 -0.095244999999999982 0.10495500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014198660942725074 -0.0042302399287206475 -0.00014546223984247391 -0.00011624015944765464 leaf_weight=52.303996085422114 9.9628704269416613 196.94795021205209 3.4442158566089338 leaf_count=339 223 2220 37 internal_value=0 0.000183096 -0.00317504 internal_weight=0 249.252 13.4071 internal_count=2819 2559 260 is_linear=0 shrinkage=0.00315789 Tree=2789 num_leaves=4 num_cat=0 split_feature=52 3 49 split_gain=14.5893 10.4314 4.27512 threshold=0.28251000000000009 0.15360000000000004 0.10495500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2886755771693423e-06 -0.00052920642121836656 0.00029218168715443917 -1.9758196980253157e-05 leaf_weight=235.29819723137189 10.194426711648701 20.907676576636732 3.5144013710087156 leaf_count=2416 223 143 37 internal_value=0 2.268e-05 -0.000398813 internal_weight=0 256.206 13.7088 internal_count=2819 2559 260 is_linear=0 shrinkage=0.00039833 Tree=2790 num_leaves=4 num_cat=0 split_feature=52 15 49 split_gain=14.6392 10.8596 4.29432 threshold=0.28251000000000009 -0.24219999999999997 0.103895 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031156830242474066 -0.0005374671574142132 -3.3253080562757823e-07 -2.3001389861140382e-05 leaf_weight=19.93426917353645 10.297512817196546 240.96286990947556 3.6198885734193018 leaf_count=211 222 2348 38 internal_value=0 2.35198e-05 -0.00040387 internal_weight=0 260.897 13.9174 internal_count=2819 2559 260 is_linear=0 shrinkage=0.000406297 Tree=2791 num_leaves=4 num_cat=0 split_feature=52 15 49 split_gain=14.8296 11.6998 4.12224 threshold=0.28251000000000009 -0.24219999999999997 0.10271000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030302203559652861 -0.00051621807235475721 -3.7494100914507735e-06 -4.2920942402123185e-05 leaf_weight=20.543106919154525 10.398582322290165 243.29261675395537 3.8462233534082761 leaf_count=211 220 2348 40 internal_value=0 2.0157e-05 -0.000388652 internal_weight=0 263.836 14.2448 internal_count=2819 2559 260 is_linear=0 shrinkage=0.00039052 Tree=2792 num_leaves=3 num_cat=0 split_feature=1365 1 split_gain=12.2429 9.90309 threshold=1.0000000180025095e-35 0.099470000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.2541597667920172e-05 -0.00048154779214537266 0.00011236843316148681 leaf_weight=175.70628647843841 6.5192093634977928 94.320462073665112 leaf_count=2084 56 730 internal_value=0 1.80799e-05 internal_weight=0 270.027 internal_count=2870 2814 is_linear=0 shrinkage=0.00036078 Tree=2793 num_leaves=3 num_cat=0 split_feature=1365 41 split_gain=12.3194 11.2976 threshold=1.0000000180025095e-35 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.9466905804846539e-05 -0.00053285843126053703 -0.00032981673045192559 leaf_weight=255.2193524572067 6.5207711914554229 13.839385891333221 leaf_count=2701 56 113 internal_value=0 2.04503e-05 internal_weight=0 269.059 internal_count=2870 2814 is_linear=0 shrinkage=0.00039833 Tree=2794 num_leaves=3 num_cat=0 split_feature=1365 41 split_gain=12.4145 11.2801 threshold=1.0000000180025095e-35 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7750614522827084e-05 -0.00051551281617351872 -0.00031824100515267416 leaf_weight=253.61981340625789 6.4947378188371649 13.735725274309514 leaf_count=2701 56 113 internal_value=0 1.94397e-05 internal_weight=0 267.356 internal_count=2870 2814 is_linear=0 shrinkage=0.000382862 Tree=2795 num_leaves=3 num_cat=0 split_feature=1365 41 split_gain=12.3848 11.7965 threshold=1.0000000180025095e-35 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4269822578383635e-05 -0.00054155383137137339 -0.00034133385728944427 leaf_weight=254.56683935108595 6.5184338940307489 13.787814035080372 leaf_count=2701 56 113 internal_value=0 2.4435e-05 internal_weight=0 268.355 internal_count=2870 2814 is_linear=0 shrinkage=0.000406297 Tree=2796 num_leaves=4 num_cat=0 split_feature=15 0 15 split_gain=12.8829 12.9318 9.25401 threshold=0.091735000000000025 -0.077784999999999979 0.181285 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2194007189918376e-05 -0.00038229254179714762 0.00015798184922920114 5.4281789809025795e-05 leaf_weight=153.64043875189964 20.846864558989182 84.50800171168521 11.470847969874738 leaf_count=1646 419 715 49 internal_value=0 3.5298e-05 -0.000227394 internal_weight=0 238.148 32.3177 internal_count=2829 2361 468 is_linear=0 shrinkage=0.00039052 Tree=2797 num_leaves=4 num_cat=0 split_feature=15 0 49 split_gain=12.9758 12.3863 9.67102 threshold=0.091735000000000025 -0.077784999999999979 -0.061834999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2391319024689819e-05 2.996708151121564e-05 0.0001694584755042258 -0.00044052305449661285 leaf_weight=152.96003193850629 13.276189435273407 84.214117010124028 18.921279254369438 leaf_count=1646 59 715 409 internal_value=0 3.92879e-05 -0.00024662 internal_weight=0 237.174 32.1975 internal_count=2829 2361 468 is_linear=0 shrinkage=0.000422711 Tree=2798 num_leaves=4 num_cat=0 split_feature=15 0 49 split_gain=12.2005 13.3008 10.2427 threshold=0.091735000000000025 -0.077784999999999979 -0.061834999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5649823915249703e-05 4.2138118872744929e-05 0.0001669372299536949 -0.00042641675555704747 leaf_weight=155.78304239641875 13.696662206202744 86.577846678439528 19.278535737888888 leaf_count=1646 59 715 409 internal_value=0 3.67272e-05 -0.000231885 internal_weight=0 242.361 32.9752 internal_count=2829 2361 468 is_linear=0 shrinkage=0.000414422 Tree=2799 num_leaves=4 num_cat=0 split_feature=15 0 49 split_gain=12.6082 12.8305 10.1199 threshold=0.091735000000000025 -0.077784999999999979 -0.061834999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5262178571033728e-05 3.8113551529305278e-05 0.00016845819325533246 -0.00043857467402860854 leaf_weight=155.59864389896393 13.532605940476058 85.624811276327819 19.288349153939635 leaf_count=1646 59 715 409 internal_value=0 3.70581e-05 -0.000242121 internal_weight=0 241.223 32.821 internal_count=2829 2361 468 is_linear=0 shrinkage=0.000422711 Tree=2800 num_leaves=4 num_cat=0 split_feature=158 1 50 split_gain=9.24797 11.8637 9.80874 threshold=0.084965000000000027 0.098395000000000024 0.10124500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068905003341439134 -0.0049215292184000845 0.0014106924903996418 -0.0024052030552105638 leaf_weight=233.5253163977759 11.783936724881643 7.9255047435872248 17.657462744042277 leaf_count=2213 200 99 343 internal_value=0 -0.00237633 0.000471366 internal_weight=0 19.7094 251.183 internal_count=2855 299 2556 is_linear=0 shrinkage=0.00400497 Tree=2801 num_leaves=4 num_cat=0 split_feature=133 158 133 split_gain=8.98592 9.31635 0.358835 threshold=0.18829500000000002 0.084965000000000027 0.51379500000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00071080127731221643 -0.0053786921164323525 -0.002760001087681666 -0.0029728016909106327 leaf_weight=243.76312255940866 5.7447328055277458 19.0866603666218 1.9993628370575605 leaf_count=2300 184 290 81 internal_value=0 0.000458589 -0.00476638 internal_weight=0 262.85 7.7441 internal_count=2855 2590 265 is_linear=0 shrinkage=0.00478631 Tree=2802 num_leaves=4 num_cat=0 split_feature=133 158 133 split_gain=8.724 8.91578 0.381873 threshold=0.18829500000000002 0.084965000000000027 0.51392000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055886240674770922 -0.0043163462323151753 -0.0021744641724399053 -0.0022839806937040553 leaf_weight=243.75779215816874 5.7078232294879845 19.048134476644918 1.899462596978992 leaf_count=2300 187 290 78 internal_value=0 0.000360608 -0.00381587 internal_weight=0 262.806 7.60729 internal_count=2855 2590 265 is_linear=0 shrinkage=0.00384945 Tree=2803 num_leaves=3 num_cat=0 split_feature=448 133 split_gain=8.66598 8.94295 threshold=-0.082054999999999989 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0040115606427867604 0.000459308190078193 -0.0037237728800163621 leaf_weight=6.6629922222346059 256.10161757271271 7.4732018932700148 leaf_count=53 2537 265 internal_value=0 0.000340443 internal_weight=0 263.575 internal_count=2855 2802 is_linear=0 shrinkage=0.00377397 Tree=2804 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=10.9204 13.2618 12.7198 threshold=0.10100500000000003 0.087850000000000025 0.17491000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00096684391617896429 0.0016283804637678054 -0.0013081497849969325 0.0029834570711487931 leaf_weight=153.93790204753168 61.792010654229671 25.317570898216218 10.133507557213305 leaf_count=2057 526 178 27 internal_value=0 0.000774806 -0.000722544 internal_weight=0 87.1096 164.071 internal_count=2788 704 2084 is_linear=0 shrinkage=0.0034182 Tree=2805 num_leaves=4 num_cat=0 split_feature=1 47 0 split_gain=13.1277 13.9859 13.0209 threshold=0.10100500000000003 0.087850000000000025 0.17491000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011534233770040808 0.00019427746528659975 -0.00014589937355461742 0.00033838369458246234 leaf_weight=158.24588457134087 64.365066532045603 25.808740221895278 10.253547981381415 leaf_count=2057 526 178 27 internal_value=0 9.69048e-05 -8.76969e-05 internal_weight=0 90.1738 168.499 internal_count=2788 704 2084 is_linear=0 shrinkage=0.00039052 Tree=2806 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=10.8472 16.0524 12.3893 threshold=0.11321500000000001 0.11427000000000001 -0.096549999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034759200490632712 0.0017043325895834004 -0.0030838616091594722 -0.00078183326260907338 leaf_weight=7.9991714721545568 53.905448556877673 9.1873933523893339 179.48367021465674 leaf_count=35 424 47 2282 internal_value=0 0.00100637 -0.000599836 internal_weight=0 63.0928 187.483 internal_count=2788 471 2317 is_linear=0 shrinkage=0.00335118 Tree=2807 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=10.3872 15.3405 11.9014 threshold=0.11321500000000001 0.11427000000000001 -0.096549999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0037040040673863277 0.0018108170527067842 -0.0032458794414097704 -0.00082810313723712819 leaf_weight=7.9440699815750113 53.688872401136905 9.2363974303007108 179.31199672829825 leaf_count=35 424 47 2282 internal_value=0 0.00106782 -0.000635477 internal_weight=0 62.9253 187.256 internal_count=2788 471 2317 is_linear=0 shrinkage=0.00362742 Tree=2808 num_leaves=4 num_cat=0 split_feature=402 157 1 split_gain=10.349 11.1208 9.59938 threshold=0.082470000000000016 -0.084489999999999996 0.089895000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027587196222726484 -0.00043072774107211741 5.165947393381966e-05 0.00014010760873746654 leaf_weight=15.553861372289246 13.339551676763223 235.1158125938382 6.0102517977356902 leaf_count=210 288 2273 65 internal_value=0 3.13169e-05 -0.000253457 internal_weight=0 250.67 19.3498 internal_count=2836 2483 353 is_linear=0 shrinkage=0.000375355 Tree=2809 num_leaves=4 num_cat=0 split_feature=402 157 1 split_gain=10.0728 11.0868 9.11118 threshold=0.082470000000000016 -0.084489999999999996 0.089895000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002700082106804749 -0.00415948832938552 0.0005023587134287429 0.0013129371703728772 leaf_weight=15.14755175670143 12.86561063968111 229.03556783671957 5.796679083723574 leaf_count=210 288 2273 65 internal_value=0 0.000303504 -0.0024601 internal_weight=0 244.183 18.6623 internal_count=2836 2483 353 is_linear=0 shrinkage=0.00362742 Tree=2810 num_leaves=4 num_cat=0 split_feature=402 157 1 split_gain=9.74931 10.6376 8.91943 threshold=0.082470000000000016 -0.084489999999999996 0.089895000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026533728809964366 -0.0041489411973752912 0.00049109823195666485 0.0012861244845118771 leaf_weight=15.069703609449787 12.611925566801803 229.03276292479131 5.7853292841464272 leaf_count=210 288 2273 65 internal_value=0 0.000296781 -0.00244023 internal_weight=0 244.102 18.3973 internal_count=2836 2483 353 is_linear=0 shrinkage=0.00362742 Tree=2811 num_leaves=4 num_cat=0 split_feature=402 157 1 split_gain=9.94546 10.3502 8.98267 threshold=0.082470000000000016 -0.084489999999999996 0.089895000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030422419591845477 -0.00049100470796805675 5.6996274350481882e-05 0.00014712746397677829 leaf_weight=15.705097856232895 12.946865828707816 237.22261509869713 5.9870808124542227 leaf_count=210 288 2273 65 internal_value=0 3.45457e-05 -0.000289277 internal_weight=0 252.928 18.9339 internal_count=2836 2483 353 is_linear=0 shrinkage=0.000431165 Tree=2812 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=14.5619 14.3562 8.87807 threshold=0.078300000000000008 -0.0037349999999999992 0.15539500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013791912107944548 -0.00017751189717634538 6.6961157621794155e-05 -0.00012817874687428099 leaf_weight=112.3938699727878 82.493678985862061 57.361185841378756 20.943321526516229 leaf_count=663 1506 554 120 internal_value=0 -7.72463e-05 9.61107e-05 internal_weight=0 139.855 133.337 internal_count=2843 2060 783 is_linear=0 shrinkage=0.000375355 Tree=2813 num_leaves=4 num_cat=0 split_feature=12 3 49 split_gain=10.9191 9.61718 9.44986 threshold=0.078300000000000008 -0.016464999999999997 -0.073234999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028716475052125833 0.0013202063275768632 0.00030353601648256805 -0.0012513009344712282 leaf_weight=29.047506591770798 27.787297535687685 99.25046426942572 106.10249965474941 leaf_count=170 138 613 1922 internal_value=0 0.000885314 -0.000717502 internal_weight=0 128.298 133.89 internal_count=2843 783 2060 is_linear=0 shrinkage=0.00392644 Tree=2814 num_leaves=4 num_cat=0 split_feature=12 4 3 split_gain=13.0099 14.7708 9.00794 threshold=0.078300000000000008 -0.0037349999999999992 -0.016464999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003010328162230926 -0.00019388815758928789 8.0764284760996956e-05 4.242903126344408e-05 leaf_weight=29.897140232846141 81.570359755307436 57.196871697087772 102.07203753991053 leaf_count=170 1506 554 613 internal_value=0 -8.06868e-05 0.00010105 internal_weight=0 138.767 131.969 internal_count=2843 2060 783 is_linear=0 shrinkage=0.000414422 Tree=2815 num_leaves=4 num_cat=0 split_feature=12 4 3 split_gain=10.4969 13.8395 9.2855 threshold=0.078300000000000008 -0.0037349999999999992 -0.016464999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025123373545105402 -0.0015691838636897014 0.00070802744479988309 0.00026528093125297372 leaf_weight=28.83601731620729 78.242115917149931 55.397522006533109 99.26127836224623 leaf_count=170 1506 554 613 internal_value=0 -0.000625247 0.000771415 internal_weight=0 133.64 128.097 internal_count=2843 2060 783 is_linear=0 shrinkage=0.00348657 Tree=2816 num_leaves=4 num_cat=0 split_feature=1 16 39 split_gain=9.34664 23.0277 13.622 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=-0.00026072048070874704 -3.9002962007650803e-06 0.00014958418418029878 0.00027847678711939315 leaf_weight=59.71787468646653 143.70419238205068 36.285903498530388 35.067611072212458 leaf_count=1093 1096 339 280 internal_value=0 -0.000105641 5.15142e-05 internal_weight=0 96.0038 178.772 internal_count=2808 1432 1376 is_linear=0 shrinkage=0.000406297 Tree=2817 num_leaves=4 num_cat=0 split_feature=156 1 159 split_gain=8.39115 8.4473 0.0217428 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.066419999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044864629959677459 -0.00081220194404304136 0.00055897815307460596 -0.0038601669589125322 leaf_weight=2.9098629637155682 91.337459118571132 167.51374544389546 3.3669548653997472 leaf_count=61 1366 1295 86 internal_value=0 7.51234e-05 -0.00416324 internal_weight=0 258.851 6.27682 internal_count=2808 2661 147 is_linear=0 shrinkage=0.00362742 Tree=2818 num_leaves=4 num_cat=0 split_feature=12 49 4 split_gain=9.90725 16.8413 9.76316 threshold=0.084055000000000005 -0.21083999999999997 -0.46195999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029608820194503016 0.00038049618401325409 -0.00013101455023054585 9.9522139437967507e-05 leaf_weight=11.120679253712295 11.667636405676602 117.06326722411904 136.31704395986162 leaf_count=84 40 1821 863 internal_value=0 -8.46038e-05 6.96482e-05 internal_weight=0 128.731 147.438 internal_count=2808 1861 947 is_linear=0 shrinkage=0.000406297 Tree=2819 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=8.92798 12.8159 threshold=-0.24509499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042873883383589493 -0.00015037844480583835 4.9845601519739049e-05 leaf_weight=8.5709377750754339 89.78751267422922 175.68149981461465 leaf_count=42 1419 1347 internal_value=0 -1.78806e-05 internal_weight=0 265.469 internal_count=2808 2766 is_linear=0 shrinkage=0.000431165 Tree=2820 num_leaves=3 num_cat=0 split_feature=1365 403 split_gain=11.7346 10.4374 threshold=1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.003408010736927306 -0.0047524831322652058 0.00037220320984386037 leaf_weight=10.398697641910983 6.6442704750224939 248.76062434248161 leaf_count=338 56 2483 internal_value=0 0.000220283 internal_weight=0 259.159 internal_count=2877 2821 is_linear=0 shrinkage=0.00369997 Tree=2821 num_leaves=3 num_cat=0 split_feature=453 39 split_gain=12.8105 11.0385 threshold=0.091855000000000006 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011571069087515281 -0.0057260669013336415 0.0022761885593882451 leaf_weight=219.75708387896884 6.3644077125936738 39.503610524116084 leaf_count=2516 38 323 internal_value=0 0.000248884 internal_weight=0 259.261 internal_count=2877 2839 is_linear=0 shrinkage=0.00416677 Tree=2822 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=12.042 16.6148 14.0554 threshold=0.0047850000000000011 0.14226500000000003 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9819491709598527e-06 -0.00019078581947955348 -0.00065213379911647346 0.00034924763091310438 leaf_weight=226.28813859145157 10.696169876959173 6.7898653559386721 30.919179630465806 leaf_count=2513 65 36 263 internal_value=0 -2.67988e-05 0.000210422 internal_weight=0 233.078 41.6153 internal_count=2877 2549 328 is_linear=0 shrinkage=0.000406297 Tree=2823 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=12.8047 16.7401 13.9215 threshold=0.0047850000000000011 0.14226500000000003 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9741823146008217e-06 -0.00016487017983547031 -0.0005929503634930826 0.00031957025206245498 leaf_weight=226.0227294920478 10.769683318678288 6.7816673424094907 31.4812350878492 leaf_count=2513 65 36 263 internal_value=0 -2.40911e-05 0.000196069 internal_weight=0 232.804 42.2509 internal_count=2877 2549 328 is_linear=0 shrinkage=0.000367995 Tree=2824 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=11.007 11.2929 8.23116 threshold=0.0047850000000000011 0.11928500000000002 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2623331739160871e-06 -0.00011512985145603689 -0.00039066588043166507 0.00028947565072307501 leaf_weight=214.50135187071282 10.486467093229292 12.6929022250697 33.211871887091547 leaf_count=2443 59 82 281 internal_value=0 -2.5881e-05 0.000192373 internal_weight=0 227.194 43.6983 internal_count=2865 2525 340 is_linear=0 shrinkage=0.00039833 Tree=2825 num_leaves=4 num_cat=0 split_feature=128 39 2 split_gain=10.3904 10.6685 1.17789 threshold=0.086435000000000012 0.0047850000000000011 0.090205000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013218235897333476 -0.0060268815148730474 0.0024044221832869393 -0.002497910721557129 leaf_weight=213.3914932331536 5.5122463080333528 40.041260225698352 3.0143773220479488 leaf_count=2347 147 322 49 internal_value=0 0.000268741 -0.00478767 internal_weight=0 253.433 8.52662 internal_count=2865 2669 196 is_linear=0 shrinkage=0.00451024 Tree=2826 num_leaves=3 num_cat=0 split_feature=41 39 split_gain=10.3874 10.799 threshold=0.082980000000000012 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.4546504585701482e-05 -0.0035777455857255005 0.0021566098933812976 leaf_weight=211.29766268702224 11.376197278499601 38.881408838089556 leaf_count=2450 99 316 internal_value=0 0.000255453 internal_weight=0 250.179 internal_count=2865 2766 is_linear=0 shrinkage=0.00392644 Tree=2827 num_leaves=4 num_cat=0 split_feature=47 4 0 split_gain=9.93445 17.2814 15.6943 threshold=0.087235000000000021 0.0063000000000000009 -0.061889999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033304076672078511 -0.0029500776971759859 0.0018243161748028459 0.0019602996302126199 leaf_weight=146.0023897588253 29.802760066464543 73.407363414065912 11.999947125092147 leaf_count=1886 284 617 78 internal_value=0 0.000388837 -0.00154025 internal_weight=0 219.41 41.8027 internal_count=2865 2503 362 is_linear=0 shrinkage=0.00362742 Tree=2828 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=10.9002 18.9737 16.1078 threshold=1.0000000180025095e-35 -0.084804999999999978 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032487607982879373 0.00010701457349437772 5.1462968153581823e-05 -0.00027896982662681019 leaf_weight=38.979174009291455 154.71323654288426 51.070676024071872 20.15637874067761 leaf_count=671 1102 771 302 internal_value=0 -0.000111474 6.24984e-05 internal_weight=0 90.0499 174.87 internal_count=2846 1442 1404 is_linear=0 shrinkage=0.000406297 Tree=2829 num_leaves=3 num_cat=0 split_feature=52 376 split_gain=10.3419 10.5257 threshold=-0.51745999999999992 0.08801500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0038856041380128641 3.7058841595011572e-05 0.0044193004550525964 leaf_weight=8.2268674697261286 242.46438566525467 7.1168361878953865 leaf_count=207 2579 60 internal_value=0 0.000162347 internal_weight=0 249.581 internal_count=2846 2639 is_linear=0 shrinkage=0.0035563 Tree=2830 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=10.0847 10.2655 threshold=-0.51745999999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0049189473896829022 -0.0010658474690422692 0.0008618598609250091 leaf_weight=8.0588863759767246 85.46394432533998 163.99921677052043 leaf_count=207 1352 1287 internal_value=0 0.000201413 internal_weight=0 249.463 internal_count=2846 2639 is_linear=0 shrinkage=0.00451024 Tree=2831 num_leaves=4 num_cat=0 split_feature=1 50 39 split_gain=11.4197 11.6278 9.29921 threshold=0.10100500000000003 0.088385000000000005 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9441124930458016e-05 4.6878519705462036e-05 -0.00043435569594716116 0.00035436462320802357 leaf_weight=157.64573588024359 75.035038103349507 13.761331460671498 22.93363423878327 leaf_count=1704 509 403 230 internal_value=0 -6.19942e-05 0.000118913 internal_weight=0 171.407 97.9687 internal_count=2846 2107 739 is_linear=0 shrinkage=0.000422711 Tree=2832 num_leaves=4 num_cat=0 split_feature=13 12 42 split_gain=9.91976 13.0442 7.50708 threshold=-0.098749999999999991 -0.072949999999999987 0.083995000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002461402931102829 0.00019168346062155102 -0.00010110981629669728 -0.0001159285539143852 leaf_weight=35.362590152770281 30.29794988129288 189.36006728699431 13.608156895264981 leaf_count=201 248 2278 120 internal_value=0 -6.0711e-05 0.000145521 internal_weight=0 219.658 48.9707 internal_count=2847 2526 321 is_linear=0 shrinkage=0.000414422 Tree=2833 num_leaves=4 num_cat=0 split_feature=51 51 2 split_gain=9.34036 13.7797 7.08172 threshold=-0.10433999999999997 -0.088319999999999996 0.10959000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0041143005364415739 0.0031201384096388512 -0.00028461048504410734 0.00038040123721188955 leaf_weight=15.693393524968998 20.013993624132127 215.03177859215066 8.2328743936959636 leaf_count=194 101 2447 105 internal_value=0 5.5315e-06 -0.00256863 internal_weight=0 235.046 23.9263 internal_count=2847 2548 299 is_linear=0 shrinkage=0.00392644 Tree=2834 num_leaves=4 num_cat=0 split_feature=13 43 42 split_gain=9.2255 15.1174 7.21198 threshold=-0.098749999999999991 -0.082994999999999985 0.083995000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023872356576670017 0.00094621318772326283 -0.0013715022250340141 -0.001174665204982572 leaf_weight=34.064003605395555 70.337725297082216 141.23420563619584 13.131108739180489 leaf_count=201 725 1801 120 internal_value=0 -0.000600955 0.00139613 internal_weight=0 211.572 47.1951 internal_count=2847 2526 321 is_linear=0 shrinkage=0.00408507 Tree=2835 num_leaves=4 num_cat=0 split_feature=1456 16 16 split_gain=9.01376 8.96584 0.745143 threshold=-1.0000000180025095e-35 0.26411500000000004 -0.074814999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025602824935374146 0.00022627294283956054 -0.0025451265849844957 -0.0052624720768152857 leaf_weight=3.1578211655141786 220.22404770331923 27.807848852826282 7.2577560900244844 leaf_count=60 2253 311 223 internal_value=0 -8.46117e-05 -0.0044494 internal_weight=0 248.032 10.4156 internal_count=2847 2564 283 is_linear=0 shrinkage=0.00460045 Tree=2836 num_leaves=3 num_cat=0 split_feature=147 1375 split_gain=9.43649 10.0613 threshold=0.095485000000000014 -0.030214999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034516639223512962 0.00035243344749799204 6.5220461432140543e-06 leaf_weight=14.816733847372232 12.653300523757933 239.64470485784113 leaf_count=120 66 2686 internal_value=0 -1.39804e-05 internal_weight=0 254.461 internal_count=2872 2806 is_linear=0 shrinkage=0.000414422 Tree=2837 num_leaves=3 num_cat=0 split_feature=147 484 split_gain=9.58298 10.3012 threshold=0.095485000000000014 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027967898756675261 0.0003333368800909464 9.0176453807265541e-06 leaf_weight=20.492952369619161 12.674137480556963 232.47013983514626 leaf_count=458 66 2348 internal_value=0 -1.43895e-05 internal_weight=0 252.963 internal_count=2872 2806 is_linear=0 shrinkage=0.00039052 Tree=2838 num_leaves=3 num_cat=0 split_feature=147 1375 split_gain=8.95925 10.6113 threshold=0.095485000000000014 -0.030214999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0035480278396183527 0.0034395043753425794 7.6878543099626515e-05 leaf_weight=14.289829618297516 12.273941321298478 231.62013480835594 leaf_count=120 66 2686 internal_value=0 -0.000134024 internal_weight=0 245.91 internal_count=2872 2806 is_linear=0 shrinkage=0.00408507 Tree=2839 num_leaves=4 num_cat=0 split_feature=128 1365 2 split_gain=8.41183 8.32477 1.8945 threshold=0.086435000000000012 1.0000000180025095e-35 0.091605000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025749616779775233 -0.004692912568403363 -0.0037695143956181657 -0.0012105689410629478 leaf_weight=242.84391073696315 5.4471889463020471 6.6516206380911163 3.1207386096939445 leaf_count=2618 146 58 50 internal_value=0 0.000149855 -0.00343003 internal_weight=0 249.496 8.56793 internal_count=2872 2676 196 is_linear=0 shrinkage=0.0035563 Tree=2840 num_leaves=4 num_cat=0 split_feature=472 3 52 split_gain=10.1075 8.17384 0.0494833 threshold=-1.0000000180025095e-35 -0.16935999999999998 -0.040174999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042483374088244969 0.00028357397843744306 6.6334148541601085e-06 -0.00050869543032027104 leaf_weight=4.0208016079850495 18.171429726295173 240.1939257925842 2.8932196577079585 leaf_count=97 105 2542 62 internal_value=0 2.61308e-05 -0.00046123 internal_weight=0 258.365 6.91402 internal_count=2806 2647 159 is_linear=0 shrinkage=0.00039833 Tree=2841 num_leaves=4 num_cat=0 split_feature=472 15 52 split_gain=9.66438 7.96671 0.0499974 threshold=-1.0000000180025095e-35 0.10330500000000002 -0.044219999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038529551393927238 0.00044133235198101498 -0.001916581202430049 -0.0046363596065945199 leaf_weight=3.7138611786067486 231.02815236116294 20.511210817610845 2.8444511954439795 leaf_count=96 2388 259 63 internal_value=0 0.000248931 -0.0042052 internal_weight=0 251.539 6.55831 internal_count=2806 2647 159 is_linear=0 shrinkage=0.00362742 Tree=2842 num_leaves=4 num_cat=0 split_feature=472 3 160 split_gain=9.4092 7.94762 0.0442419 threshold=-1.0000000180025095e-35 -0.16935999999999998 -0.0048599999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0056195016912842068 0.0031505242789124049 8.018198574221932e-05 -0.0046938987320228522 leaf_weight=2.7986109548946843 17.715503198094666 233.78063358529471 3.6320200366899362 leaf_count=62 105 2542 97 internal_value=0 0.000296681 -0.00511216 internal_weight=0 251.496 6.43063 internal_count=2806 2647 159 is_linear=0 shrinkage=0.00442181 Tree=2843 num_leaves=4 num_cat=0 split_feature=484 3 52 split_gain=9.26115 9.1365 7.97852 threshold=-0.0048899999999999994 0.10561500000000001 0.18829500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048648688813283849 0.00069766634641240527 0.0020316121824010751 -0.0029054012218649884 leaf_weight=15.623104167054409 219.95959090441465 6.4606931619346133 15.674262035870923 leaf_count=415 2106 24 261 internal_value=0 -0.00284727 0.000457776 internal_weight=0 22.0838 235.634 internal_count=2806 439 2367 is_linear=0 shrinkage=0.00488203 Tree=2844 num_leaves=4 num_cat=0 split_feature=3 402 0 split_gain=9.47686 11.6087 2.9851 threshold=0.14813000000000001 0.086140000000000008 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8717694705109067e-06 8.2823671348216063e-05 -0.00039336326516263451 0.00040963460745558283 leaf_weight=224.77165684779175 9.1833521304652113 15.506565914838573 11.982561535201965 leaf_count=2337 79 304 76 internal_value=0 -3.27791e-05 0.000268042 internal_weight=0 240.278 21.1659 internal_count=2796 2641 155 is_linear=0 shrinkage=0.000431165 Tree=2845 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=9.2925 11.1683 3.75861 threshold=0.12700000000000003 0.11928500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3221030786791037e-05 0.00041598701794581604 -0.00043602532535409256 0.0001026149601915986 leaf_weight=223.06423166207969 10.001519144512715 10.794168993365018 17.149067374877632 leaf_count=2469 138 72 117 internal_value=0 -3.27703e-05 0.000218264 internal_weight=0 233.858 27.1506 internal_count=2796 2541 255 is_linear=0 shrinkage=0.000406297 Tree=2846 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=9.40214 11.4147 3.87504 threshold=0.12700000000000003 0.11928500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5153705527070021e-05 0.00042806952166396175 -0.00045239154658380357 0.00010268953807890936 leaf_weight=222.33136080217082 9.9591589169576782 10.731333700940011 17.035031697247177 leaf_count=2469 138 72 117 internal_value=0 -3.53217e-05 0.000222952 internal_weight=0 233.063 26.9942 internal_count=2796 2541 255 is_linear=0 shrinkage=0.000414422 Tree=2847 num_leaves=4 num_cat=0 split_feature=3 402 0 split_gain=8.44209 11.3026 3.114 threshold=0.14813000000000001 0.086140000000000008 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7556395013692371e-05 0.00061818434753778146 -0.0038118730028059876 0.0039152115505123918 leaf_weight=218.76844323868863 8.7515706997364777 14.934559611952862 11.527740227989851 leaf_count=2337 79 304 76 internal_value=0 -0.000307125 0.00249429 internal_weight=0 233.703 20.2793 internal_count=2796 2641 155 is_linear=0 shrinkage=0.00416677 Tree=2848 num_leaves=3 num_cat=0 split_feature=44 15 split_gain=12.0371 10.2592 threshold=1.0000000180025095e-35 0.10112000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00054145344676464319 -0.0057623685375789904 -0.0027313443781782393 leaf_weight=236.72100409970153 6.8851082604378453 21.212185566779226 leaf_count=2533 51 280 internal_value=0 0.000272119 internal_weight=0 257.933 internal_count=2864 2813 is_linear=0 shrinkage=0.00451024 Tree=2849 num_leaves=3 num_cat=0 split_feature=44 15 split_gain=11.4961 9.82315 threshold=1.0000000180025095e-35 0.10112000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046997964522846656 -0.004998425940759681 -0.002376992897440023 leaf_weight=236.73720622807741 6.8904957547783843 21.159314728109166 leaf_count=2533 51 280 internal_value=0 0.000236239 internal_weight=0 257.897 internal_count=2864 2813 is_linear=0 shrinkage=0.00400497 Tree=2850 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=10.3477 9.94627 threshold=1.0000000180025095e-35 -0.12877499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014379795842984371 -0.00046430308259824671 -2.6547119616621043e-05 leaf_weight=75.958137424662709 7.112626099959015 191.36267697322182 leaf_count=375 51 2438 internal_value=0 2.18626e-05 internal_weight=0 267.321 internal_count=2864 2813 is_linear=0 shrinkage=0.00039833 Tree=2851 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=10.5075 10.0322 threshold=1.0000000180025095e-35 -0.12877499999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014365418249863841 -0.0004559797155746254 -2.3903806892325537e-05 leaf_weight=76.125868631526828 7.1300594098865977 191.64147312904242 leaf_count=375 51 2438 internal_value=0 2.37395e-05 internal_weight=0 267.767 internal_count=2864 2813 is_linear=0 shrinkage=0.00039052 Tree=2852 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.376 10.4827 threshold=-0.40941499999999992 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046012033800218105 -1.1900061286706327e-05 0.00023723206295222981 leaf_weight=7.4011070895940057 225.62524351046886 30.390436802990735 leaf_count=68 2477 283 internal_value=0 1.76887e-05 internal_weight=0 256.016 internal_count=2828 2760 is_linear=0 shrinkage=0.00039833 Tree=2853 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.0574 10.4167 threshold=-0.40941499999999992 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046069418012950023 -1.149452072503286e-05 0.00024186928876294446 leaf_weight=7.42491157259792 227.51035274274182 30.342685702256858 leaf_count=68 2477 283 internal_value=0 1.83356e-05 internal_weight=0 257.853 internal_count=2828 2760 is_linear=0 shrinkage=0.000406297 Tree=2854 num_leaves=3 num_cat=0 split_feature=448 1348 split_gain=9.87398 9.02938 threshold=-0.083359999999999976 0.084895000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047411876639937391 4.0483310579941534e-06 0.00042233214741607726 leaf_weight=6.3741108365356913 251.38107529410627 8.1057833172380906 leaf_count=47 2742 39 internal_value=0 1.71447e-05 internal_weight=0 259.487 internal_count=2828 2781 is_linear=0 shrinkage=0.00039052 Tree=2855 num_leaves=3 num_cat=0 split_feature=151 51 split_gain=10.5159 9.84826 threshold=-0.40941499999999992 -0.41122499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.004690448089464558 -0.0053783656455483704 0.00030454223549719676 leaf_weight=7.2662001093849531 4.9719061101786783 244.67112743505277 leaf_count=68 101 2659 internal_value=0 0.000190958 internal_weight=0 249.643 internal_count=2828 2760 is_linear=0 shrinkage=0.00400497 Tree=2856 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=10.6446 9.15842 8.53135 threshold=-1.0000000180025095e-35 -0.13058499999999998 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042382436021514179 0.00019339065016964668 -2.6798014768369043e-05 0.00033602279309217381 leaf_weight=17.293804750428539 40.428460882976651 203.92741098883562 3.100683767348527 leaf_count=430 238 2134 15 internal_value=0 9.64426e-06 -0.000308094 internal_weight=0 244.356 20.3945 internal_count=2817 2372 445 is_linear=0 shrinkage=0.000422711 Tree=2857 num_leaves=4 num_cat=0 split_feature=484 1429 150 split_gain=9.9304 8.79719 8.55729 threshold=-1.0000000180025095e-35 0.084515000000000021 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0042808078275443327 -0.00016422700534070734 0.0026922313812707318 0.0034701958989399283 leaf_weight=16.379402526654307 215.55889219627716 21.39051977917552 3.0367881730198851 leaf_count=430 2228 144 15 internal_value=0 9.38348e-05 -0.00306629 internal_weight=0 236.949 19.4162 internal_count=2817 2372 445 is_linear=0 shrinkage=0.0042501 Tree=2858 num_leaves=4 num_cat=0 split_feature=484 52 150 split_gain=9.61008 8.69311 8.28718 threshold=-1.0000000180025095e-35 0.18829500000000002 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037666431954727943 0.00025863246045705477 -0.0028678639399252279 0.0030276945198405843 leaf_weight=16.161720343283381 223.50907971162815 13.40829013311304 3.0218771845102301 leaf_count=430 2131 241 15 internal_value=0 8.14722e-05 -0.00269443 internal_weight=0 236.917 19.1836 internal_count=2817 2372 445 is_linear=0 shrinkage=0.00377397 Tree=2859 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=9.29839 8.45484 8.02457 threshold=-1.0000000180025095e-35 -0.16935999999999998 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0041201833347123649 0.002823775560106487 -0.00013859221704377422 0.0032842949141996046 leaf_weight=15.949426578357818 18.093336555175483 218.71799117384944 3.007246568799018 leaf_count=430 121 2251 15 internal_value=0 8.79539e-05 -0.00294343 internal_weight=0 236.811 18.9567 internal_count=2817 2372 445 is_linear=0 shrinkage=0.00416677 Tree=2860 num_leaves=4 num_cat=0 split_feature=42 132 482 split_gain=10.9463 14.9997 10.4676 threshold=-1.0000000180025095e-35 0.081700000000000009 0.092060000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002845294260243852 7.0189105737602066e-05 0.00022738072317160827 -0.00038725570401201332 leaf_weight=34.188345790375024 225.11609032354318 11.704137191176413 7.8775797917041919 leaf_count=623 1956 143 134 internal_value=0 -0.000153935 5.46923e-05 internal_weight=0 45.8925 232.994 internal_count=2856 766 2090 is_linear=0 shrinkage=0.00039052 Tree=2861 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=11.1436 15.0786 13.8902 threshold=-1.0000000180025095e-35 0.081700000000000009 -0.17773999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031070786281833963 0.00044195776190744445 0.0002427379525024874 2.9675101185618579e-05 leaf_weight=34.503368755802512 15.625992055051027 11.787959372159092 219.02786523208488 leaf_count=623 73 143 2017 internal_value=0 -0.000169732 5.71634e-05 internal_weight=0 46.2913 234.654 internal_count=2856 766 2090 is_linear=0 shrinkage=0.000422711 Tree=2862 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=10.3063 14.8481 13.5542 threshold=-1.0000000180025095e-35 0.081700000000000009 -0.17773999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003225965318309472 0.0046409123140427611 0.0026519158803201348 0.00031898557921817118 leaf_weight=32.887908782227896 15.191443737596272 11.268233519047497 211.09969165839721 leaf_count=623 73 143 2017 internal_value=0 -0.00172549 0.000609493 internal_weight=0 44.1561 226.291 internal_count=2856 766 2090 is_linear=0 shrinkage=0.00442181 Tree=2863 num_leaves=3 num_cat=0 split_feature=482 42 split_gain=10.1271 11.0831 threshold=0.097000000000000017 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015239848300054499 -0.0047413597485640863 0.00068870910205844191 leaf_weight=43.459743212908506 6.4678673865273586 220.18357785150874 leaf_count=757 118 1981 internal_value=0 0.000323878 internal_weight=0 263.643 internal_count=2856 2738 is_linear=0 shrinkage=0.00400497 Tree=2864 num_leaves=4 num_cat=0 split_feature=1456 43 3 split_gain=10.8474 10.827 0.663638 threshold=-1.0000000180025095e-35 -0.075209999999999985 -0.10147999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021126216451608891 0.00013807719639201996 -4.0962740535587833e-05 -0.00048072025023188276 leaf_weight=2.1199848270043731 96.349647983675823 161.4701849661069 7.81569652026519 leaf_count=25 972 1617 240 internal_value=0 2.59514e-05 -0.000423741 internal_weight=0 257.82 9.93568 internal_count=2854 2589 265 is_linear=0 shrinkage=0.000422711 Tree=2865 num_leaves=4 num_cat=0 split_feature=1456 43 484 split_gain=10.29 11.1426 0.683486 threshold=-1.0000000180025095e-35 -0.075209999999999985 -0.066214999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026809951043899518 0.0017035058725191335 -0.00051618158081640419 -0.0058530829108344772 leaf_weight=2.3878442356362939 92.902767361490987 156.78247806162108 7.1350510801421461 leaf_count=69 972 1617 196 internal_value=0 0.000309786 -0.00506464 internal_weight=0 249.685 9.5229 internal_count=2854 2589 265 is_linear=0 shrinkage=0.00507927 Tree=2866 num_leaves=4 num_cat=0 split_feature=1456 43 484 split_gain=9.98853 10.6464 0.713548 threshold=-1.0000000180025095e-35 -0.075209999999999985 -0.066744999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019619391811351388 0.0012870667274348046 -0.00039006912529508366 -0.0045082786978224744 leaf_weight=2.2878604256547987 92.921936717233621 156.78537263034377 7.0799505842151103 leaf_count=67 972 1617 198 internal_value=0 0.000234083 -0.00389165 internal_weight=0 249.707 9.36781 internal_count=2854 2589 265 is_linear=0 shrinkage=0.00392644 Tree=2867 num_leaves=4 num_cat=0 split_feature=484 43 150 split_gain=9.85595 10.4798 7.68245 threshold=-1.0000000180025095e-35 -0.075414999999999982 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003926309097891636 0.0015124035860719931 -0.00036470657764082652 0.0032911692484267896 leaf_weight=17.390216230764057 89.512411145551596 148.76162218174431 3.2812776863574973 leaf_count=460 862 1518 14 internal_value=0 0.000340532 -0.00277867 internal_weight=0 238.274 20.6715 internal_count=2854 2380 474 is_linear=0 shrinkage=0.00433511 Tree=2868 num_leaves=4 num_cat=0 split_feature=456 457 1 split_gain=11.0393 12.8806 2.21346 threshold=0.087055000000000007 0.079020000000000021 0.10976000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8168063105754004e-05 -0.0056530906039848235 0.0028345815814588768 -0.0019130208429028615 leaf_weight=206.53006285545416 6.7868003553012368 37.191308461129665 6.1627481132745743 leaf_count=2465 110 201 45 internal_value=0 0.00039192 -0.00387861 internal_weight=0 243.721 12.9495 internal_count=2821 2666 155 is_linear=0 shrinkage=0.00451024 Tree=2869 num_leaves=4 num_cat=0 split_feature=403 456 15 split_gain=10.6963 11.3577 0.744506 threshold=-0.092224999999999988 0.087055000000000007 -0.12995999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016760883796404529 5.4903968914681004e-05 -0.00035338246940340375 -0.00046345976196767943 leaf_weight=1.9725824920460571 242.96504058968276 13.343833278398959 8.5946740335784835 leaf_count=30 2332 154 305 internal_value=0 3.36232e-05 -0.000408635 internal_weight=0 256.309 10.5673 internal_count=2821 2486 335 is_linear=0 shrinkage=0.000431165 Tree=2870 num_leaves=4 num_cat=0 split_feature=456 457 1 split_gain=10.6104 12.3708 2.24005 threshold=0.087055000000000007 0.079020000000000021 0.10976000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7359626321150994e-05 -0.0056287207028814521 0.0027815720799692243 -0.0018558848648512858 leaf_weight=206.69090189004783 6.6677226305473578 37.068155895918608 6.1945604793727398 leaf_count=2465 110 201 45 internal_value=0 0.000383017 -0.00381714 internal_weight=0 243.759 12.8623 internal_count=2821 2666 155 is_linear=0 shrinkage=0.00451024 Tree=2871 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=10.7869 16.6238 11.2713 threshold=0.0047850000000000011 0.09202500000000001 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3649944531751362e-05 -0.00013539239544781777 -0.00032635864738894926 0.00035241027492503629 leaf_weight=194.05602379958145 11.796253140084444 27.690032751532272 29.866708334069699 leaf_count=2021 65 469 266 internal_value=0 -2.00809e-05 0.000214297 internal_weight=0 221.746 41.663 internal_count=2821 2490 331 is_linear=0 shrinkage=0.000422711 Tree=2872 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=10.7287 11.1213 threshold=-0.51296999999999993 -0.39975999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041858004091969265 -0.00049301355844067743 2.6515957284001037e-05 leaf_weight=8.6542855554725957 6.1669453089125446 255.47556916426402 leaf_count=210 143 2520 internal_value=0 1.42355e-05 internal_weight=0 261.643 internal_count=2873 2663 is_linear=0 shrinkage=0.000382862 Tree=2873 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=10.7292 10.7319 threshold=-0.51296999999999993 -0.39975999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043583232313064093 -0.00051184370578699796 2.6868502178853129e-05 leaf_weight=8.6587158292531949 5.9871718306094399 253.8415211206302 leaf_count=210 143 2520 internal_value=0 1.44184e-05 internal_weight=0 259.829 internal_count=2873 2663 is_linear=0 shrinkage=0.00039833 Tree=2874 num_leaves=4 num_cat=0 split_feature=133 151 13 split_gain=10.1795 10.6358 0.48096 threshold=-0.39975999999999995 -0.52054499999999992 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0058652159144866548 -0.0053931432945541419 0.00021594993300659142 -0.0036892776237789104 leaf_weight=2.9607413480989635 4.6956817116588345 251.03774451254867 2.9337976895039892 leaf_count=44 48 2676 105 internal_value=0 0.000112563 -0.00479763 internal_weight=0 255.733 5.89454 internal_count=2873 2724 149 is_linear=0 shrinkage=0.00369997 Tree=2875 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=10.646 11.0462 threshold=-0.51296999999999993 -0.39975999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046193926335166065 -0.00054328765534222259 2.9477781942120052e-05 leaf_weight=8.577863294631241 6.1416107931872821 257.10585277061909 leaf_count=210 143 2520 internal_value=0 1.60766e-05 internal_weight=0 263.247 internal_count=2873 2663 is_linear=0 shrinkage=0.000422711 Tree=2876 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=8.06781 13.9246 5.90879 threshold=0.10100500000000003 -0.076329999999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013709019823486782 7.4896517019155647e-05 -0.00010318750221763208 0.00031500129871440128 leaf_weight=65.923716012854129 67.006573750637472 111.38385643134825 23.864977320190519 leaf_count=862 480 1278 224 internal_value=0 -1.38461e-05 0.000138007 internal_weight=0 177.308 90.8716 internal_count=2844 2140 704 is_linear=0 shrinkage=0.000414422 Tree=2877 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=7.17004 7.4868 2.8019 threshold=0.075285000000000005 -1.0000000180025095e-35 -0.088999999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024232712524770001 0.00015247740062131947 0.00066193624151817136 -0.0051346563262278707 leaf_weight=13.864812482031992 2.4298450199421495 240.52904088736977 5.3410462250467381 leaf_count=426 64 2200 154 internal_value=0 0.000493619 -0.00348512 internal_weight=0 254.394 7.77089 internal_count=2844 2626 218 is_linear=0 shrinkage=0.00408507 Tree=2878 num_leaves=4 num_cat=0 split_feature=1213 475 403 split_gain=7.96357 8.59689 6.97622 threshold=-1.0000000180025095e-35 -0.084444999999999978 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001517823781509754 -0.00022607176738883219 6.9154297497755836e-05 -0.00042560211818246096 leaf_weight=4.6471442298497996 16.015817802748643 243.15426184330136 10.111850622924974 leaf_count=75 207 2200 362 internal_value=0 5.0895e-05 -0.000243841 internal_weight=0 259.17 14.759 internal_count=2844 2407 437 is_linear=0 shrinkage=0.00039052 Tree=2879 num_leaves=3 num_cat=0 split_feature=448 1348 split_gain=7.06167 8.41322 threshold=-0.083619999999999986 0.084895000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0041907970075408078 0.00037729940310774125 0.0050756201772438388 leaf_weight=6.6095549948513499 247.5697939475067 7.9849220793694249 leaf_count=47 2753 44 internal_value=0 0.000524469 internal_weight=0 255.555 internal_count=2844 2797 is_linear=0 shrinkage=0.00451024 Tree=2880 num_leaves=3 num_cat=0 split_feature=31 13 split_gain=10.1474 10.0637 threshold=-1.0000000180025095e-35 -0.24921999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042775590019863936 0.00023998259044294952 -4.498490021164875e-05 leaf_weight=8.5989758656360191 22.371491960249841 236.94782622344792 leaf_count=90 137 2631 internal_value=0 -2.03849e-05 internal_weight=0 259.319 internal_count=2858 2768 is_linear=0 shrinkage=0.000406297 Tree=2881 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=9.72254 10.8132 threshold=0.087785000000000016 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.2923887509270959e-05 -0.00042837500354396063 0.00016702996588042847 leaf_weight=203.25628288835287 8.2942936373874527 54.376287224702537 leaf_count=2457 68 333 internal_value=0 9.2879e-06 internal_weight=0 257.633 internal_count=2858 2790 is_linear=0 shrinkage=0.00039833 Tree=2882 num_leaves=4 num_cat=0 split_feature=13 1374 15 split_gain=9.95116 12.0595 2.96591 threshold=-0.24921999999999997 0.087785000000000016 -0.043894999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7194949352690324e-05 -1.3957485908408625e-05 -0.00052530273663148276 0.00038328613393135536 leaf_weight=11.223118116147818 238.54055158351548 7.5304522216320029 11.807258596643804 leaf_count=100 2650 64 44 internal_value=0 -2.96456e-05 0.000244065 internal_weight=0 246.071 23.0304 internal_count=2858 2714 144 is_linear=0 shrinkage=0.00039833 Tree=2883 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=9.96668 10.5958 threshold=0.087785000000000016 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013754683736680155 -0.0046752486324568862 0.0032754727150326704 leaf_weight=232.37878311297391 8.1201507784426195 17.661691032350063 leaf_count=2699 68 91 internal_value=0 0.000103765 internal_weight=0 250.04 internal_count=2858 2790 is_linear=0 shrinkage=0.0042501 Tree=2884 num_leaves=3 num_cat=0 split_feature=14 132 split_gain=9.66328 10.5908 threshold=0.078275000000000025 0.08018500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037225147884189082 -0.0053615875116441941 0.0025139037399386937 leaf_weight=228.5841027359711 6.8798153293319038 27.873294865246862 leaf_count=2505 86 273 internal_value=0 -5.84034e-05 internal_weight=0 256.457 internal_count=2864 2778 is_linear=0 shrinkage=0.00442181 Tree=2885 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=10.7845 10.2033 threshold=-0.40148999999999996 -0.077784999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0066596336524926292 -0.00077879618914648537 0.001205966933323773 leaf_weight=5.7872349105309686 164.60824545763899 92.757091882638633 leaf_count=100 1858 906 internal_value=0 -6.34309e-05 internal_weight=0 257.365 internal_count=2864 2764 is_linear=0 shrinkage=0.00478631 Tree=2886 num_leaves=3 num_cat=0 split_feature=51 2 split_gain=11.0815 11.4496 threshold=-0.40148999999999996 0.14816000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056152616165718147 -2.5330707704399487e-05 0.00031970037680852917 leaf_weight=5.989593651611357 252.58194200729486 16.922501395456493 leaf_count=100 2641 123 internal_value=0 -3.64469e-06 internal_weight=0 269.504 internal_count=2864 2764 is_linear=0 shrinkage=0.000406297 Tree=2887 num_leaves=3 num_cat=0 split_feature=2 14 split_gain=9.77178 11.4096 threshold=0.14816000000000004 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1077952677370851e-05 0.00027606702642398487 -0.00055700459830108667 leaf_weight=247.42337593587581 17.115084493532777 6.4487173729576162 leaf_count=2649 129 86 internal_value=0 -3.47321e-05 internal_weight=0 253.872 internal_count=2864 2735 is_linear=0 shrinkage=0.00039833 Tree=2888 num_leaves=4 num_cat=0 split_feature=160 42 1 split_gain=7.98799 8.32661 7.15829 threshold=0.10150000000000002 -1.0000000180025095e-35 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016946213377553761 -0.0048244480612382977 0.00045912294841990876 0.0009123139547258125 leaf_weight=40.570402827579528 12.040491706342438 199.7432838283712 6.1755544487386933 leaf_count=709 172 1902 50 internal_value=0 9.54163e-05 -0.00288067 internal_weight=0 240.314 18.216 internal_count=2833 2611 222 is_linear=0 shrinkage=0.00433511 Tree=2889 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=8.38463 15.5136 10.2453 threshold=-0.094744999999999982 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022584338282156848 -9.8350129061783117e-05 0.00020626141124947985 -0.00021583714234963609 leaf_weight=43.21181815979071 175.64828234736342 34.307487023994327 11.381521669216452 leaf_count=276 2184 285 88 internal_value=0 -4.85613e-05 0.000133719 internal_weight=0 209.956 54.5933 internal_count=2833 2469 364 is_linear=0 shrinkage=0.000414422 Tree=2890 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=7.83366 14.1405 10.2271 threshold=-0.094744999999999982 0.0047850000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002343024912679174 -0.00099798179888023713 0.0020889611841257874 -0.0023236595175773044 leaf_weight=42.194677404593676 171.80090552836191 33.272269202629104 11.141784668900071 leaf_count=276 2184 285 88 internal_value=0 -0.00049699 0.00136769 internal_weight=0 205.073 53.3365 internal_count=2833 2469 364 is_linear=0 shrinkage=0.00433511 Tree=2891 num_leaves=4 num_cat=0 split_feature=160 41 2 split_gain=7.678 8.06305 5.31887 threshold=0.10150000000000002 0.082560000000000008 0.090755000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031126556052669686 -0.0061851292049494733 -0.0038293250989434972 -0.00084795030976952187 leaf_weight=228.02696256712079 7.9173286994919208 11.769615427590905 10.148208564380182 leaf_count=2507 114 104 108 internal_value=0 0.00010775 -0.00319106 internal_weight=0 239.797 18.0655 internal_count=2833 2611 222 is_linear=0 shrinkage=0.00488203 Tree=2892 num_leaves=4 num_cat=0 split_feature=13 402 4 split_gain=12.5416 12.3985 0.757264 threshold=-0.24921999999999997 0.086385000000000003 -0.029079999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038318727019678373 1.6310834127309814e-05 -0.00036904965238946779 0.00023410366368952168 leaf_weight=11.328216169029476 235.12522760324646 14.621241886052301 11.458528304472564 leaf_count=38 2410 284 105 internal_value=0 -6.27632e-06 0.000308478 internal_weight=0 249.746 22.7867 internal_count=2837 2694 143 is_linear=0 shrinkage=0.000406297 Tree=2893 num_leaves=4 num_cat=0 split_feature=13 402 4 split_gain=12.4331 12.4293 0.754434 threshold=-0.24921999999999997 0.086385000000000003 -0.029079999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038870271753564764 1.5219734950290103e-05 -0.00037511922774113849 0.0002366183208022849 leaf_weight=11.254906300455334 237.3223853521049 14.870165640837511 11.437942705117164 leaf_count=38 2410 284 105 internal_value=0 -7.82268e-06 0.000312311 internal_weight=0 252.193 22.6928 internal_count=2837 2694 143 is_linear=0 shrinkage=0.000414422 Tree=2894 num_leaves=4 num_cat=0 split_feature=13 402 4 split_gain=12.9493 12.2908 0.772148 threshold=-0.24921999999999997 0.086385000000000003 -0.029079999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038769464207431673 1.6239520906903635e-05 -0.00036845244058959645 0.00023768899001130821 leaf_weight=11.418404277414085 234.86114381218795 14.540835241670719 11.533854509703813 leaf_count=38 2410 284 105 internal_value=0 -6.21558e-06 0.000312575 internal_weight=0 249.402 22.9523 internal_count=2837 2694 143 is_linear=0 shrinkage=0.000406297 Tree=2895 num_leaves=4 num_cat=0 split_feature=13 402 4 split_gain=11.5846 12.0365 0.71235 threshold=-0.24921999999999997 0.086385000000000003 -0.04009999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041981818885982562 0.00019353919623424113 -0.0041014844519824348 0.0025631978434144656 leaf_weight=10.699086584150793 228.34897373686545 14.072980611352248 11.284273932687936 leaf_count=35 2410 284 108 internal_value=0 -5.60971e-05 0.00336188 internal_weight=0 242.422 21.9834 internal_count=2837 2694 143 is_linear=0 shrinkage=0.00451024 Tree=2896 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=9.7713 10.8558 threshold=0.087760000000000019 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8912364941843084e-05 -0.00044674116990835302 -0.00034045006974276859 leaf_weight=248.68370197352488 7.2633763924241057 12.391531553119419 leaf_count=2691 53 99 internal_value=0 3.04083e-05 internal_weight=0 261.075 internal_count=2843 2790 is_linear=0 shrinkage=0.000406297 Tree=2897 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=9.90738 9.88307 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025189480973922534 -0.00042391181132379066 4.4834573938560279e-06 leaf_weight=26.307074061129242 7.2426537324208757 234.28564084367827 leaf_count=214 53 2576 internal_value=0 2.94765e-05 internal_weight=0 260.593 internal_count=2843 2790 is_linear=0 shrinkage=0.000382862 Tree=2898 num_leaves=3 num_cat=0 split_feature=41 38 split_gain=9.62302 10.9284 threshold=0.082980000000000012 0.085905000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.2015217028824263e-05 -0.00034855747688207955 -0.00047715033735723625 leaf_weight=250.09466509206686 12.627949201501904 7.4531468602363011 leaf_count=2689 101 53 internal_value=0 3.66675e-05 internal_weight=0 257.548 internal_count=2843 2742 is_linear=0 shrinkage=0.000431165 Tree=2899 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=10.4836 10.8525 threshold=0.087760000000000019 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00053684169345903079 -0.0049986793507314246 -0.0036767233142012039 leaf_weight=241.23235055571422 7.0978096595499656 12.042988116852937 leaf_count=2691 53 99 internal_value=0 0.000336229 internal_weight=0 253.275 internal_count=2843 2790 is_linear=0 shrinkage=0.00433511 Tree=2900 num_leaves=3 num_cat=0 split_feature=9 1456 split_gain=9.78512 8.98846 threshold=-0.016839999999999997 0.075285000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045053772849903506 1.9979514649071185e-05 -0.00041922435396110603 leaf_weight=8.4497842723503691 258.80879143008497 7.9085048949345937 leaf_count=97 2539 211 internal_value=0 6.92749e-06 internal_weight=0 266.717 internal_count=2847 2750 is_linear=0 shrinkage=0.000406297 Tree=2901 num_leaves=3 num_cat=0 split_feature=9 483 split_gain=9.06554 8.45456 threshold=-0.016839999999999997 0.096520000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0048087059871900996 0.00023680812014062146 -0.0040199188535015619 leaf_weight=7.8542839572764924 247.81037435110193 9.0713277985341829 leaf_count=97 2593 157 internal_value=0 8.62017e-05 internal_weight=0 256.882 internal_count=2847 2750 is_linear=0 shrinkage=0.00433511 Tree=2902 num_leaves=3 num_cat=0 split_feature=9 158 split_gain=8.86207 8.27145 threshold=-0.016839999999999997 0.084965000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0053003321107198314 0.00032390401582584998 -0.0031021250447836723 leaf_weight=7.6928160130046299 239.54286861780565 17.291020773118362 leaf_count=97 2466 284 internal_value=0 9.30374e-05 internal_weight=0 256.834 internal_count=2847 2750 is_linear=0 shrinkage=0.00478631 Tree=2903 num_leaves=4 num_cat=0 split_feature=1 158 47 split_gain=9.80686 11.6991 9.03302 threshold=0.10100500000000003 0.084965000000000027 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1851920184342296e-06 0.00019257577781580439 -0.0003822493802763481 -5.6992748732141661e-05 leaf_weight=168.96247821825091 66.000653767492622 12.571310060564427 29.581582287326455 leaf_count=1901 542 210 194 internal_value=0 -3.3196e-05 0.000115341 internal_weight=0 181.534 95.5822 internal_count=2847 2111 736 is_linear=0 shrinkage=0.000375355 Tree=2904 num_leaves=4 num_cat=0 split_feature=160 52 1 split_gain=11.315 9.51167 0.0542023 threshold=-0.40187499999999993 -0.101225 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048948859367925149 -0.0017680190751754249 0.00052518203745462655 -0.0058438295431945632 leaf_weight=5.383730470435693 42.606379004544578 207.60329817736056 2.5740108285099268 leaf_count=184 518 2094 28 internal_value=0 0.000134584 -0.00521508 internal_weight=0 250.21 7.95774 internal_count=2824 2612 212 is_linear=0 shrinkage=0.00442181 Tree=2905 num_leaves=4 num_cat=0 split_feature=12 16 49 split_gain=11.4449 11.941 9.04183 threshold=0.080070000000000016 -0.17549499999999998 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000273551367610921 0.00012175160743529146 -0.00015559135434321572 0.00011430286553810151 leaf_weight=10.792214017361401 34.250624109059572 101.61954757547937 120.75165305985138 leaf_count=65 177 1871 711 internal_value=0 -8.56705e-05 8.24472e-05 internal_weight=0 135.87 131.544 internal_count=2824 2048 776 is_linear=0 shrinkage=0.000406297 Tree=2906 num_leaves=4 num_cat=0 split_feature=160 52 12 split_gain=11.0399 9.2184 0.0350365 threshold=-0.40187499999999993 -0.24526499999999998 0.074370000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0060489875710801454 -0.0026894490253713075 0.00041271982503533826 -0.0051428235733475113 leaf_weight=2.1766877807676783 22.232196166063659 228.05378782958724 5.6372832590714097 leaf_count=24 329 2283 188 internal_value=0 0.000136979 -0.00540938 internal_weight=0 250.286 7.81397 internal_count=2824 2612 212 is_linear=0 shrinkage=0.00460045 Tree=2907 num_leaves=4 num_cat=0 split_feature=160 15 1 split_gain=10.7599 8.95107 0.0458993 threshold=-0.40187499999999993 -0.24219999999999997 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0058242794874450703 0.0034717179989709225 -0.00014725371885752694 -0.0069147005941335377 leaf_weight=5.1702984237344927 20.798736685421318 229.36477348336484 2.4932203916832805 leaf_count=184 220 2392 28 internal_value=0 0.000153872 -0.00619533 internal_weight=0 250.164 7.66352 internal_count=2824 2612 212 is_linear=0 shrinkage=0.00528447 Tree=2908 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=13.3773 13.6226 8.31331 threshold=0.10100500000000003 -0.076329999999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3696397703279075e-05 5.5659364487360748e-05 -0.00014820286588836671 0.00032568262682064079 leaf_weight=66.938032533274963 72.538767537567765 111.36124102934264 25.402607492636889 leaf_count=887 509 1277 241 internal_value=0 -6.11424e-05 0.000125744 internal_weight=0 178.299 97.9414 internal_count=2914 2164 750 is_linear=0 shrinkage=0.000406297 Tree=2909 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=13.2842 13.6251 8.27239 threshold=0.10100500000000003 -0.076329999999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.624358522651118e-05 5.6452952317630374e-05 -0.00015600073332196085 0.00033934814988411283 leaf_weight=66.271662332583219 71.37240945873782 110.87378277350217 24.904363026842475 leaf_count=887 509 1277 241 internal_value=0 -6.53755e-05 0.000129684 internal_weight=0 177.145 96.2768 internal_count=2914 2164 750 is_linear=0 shrinkage=0.000422711 Tree=2910 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=13.3412 13.7388 8.71623 threshold=0.10100500000000003 -0.076329999999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3657722819231297e-05 5.2074072764290669e-05 -0.00015002935108192537 0.00032877007789895723 leaf_weight=66.31477058341261 71.672359201125801 111.05733671586495 25.458552164025605 leaf_count=887 509 1277 241 internal_value=0 -6.26603e-05 0.000124648 internal_weight=0 177.372 97.1309 internal_count=2914 2164 750 is_linear=0 shrinkage=0.000406297 Tree=2911 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=13.5704 13.6328 8.31987 threshold=0.10100500000000003 -0.076329999999999995 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5617731255332644e-05 5.763948698251867e-05 -0.00015215385825007448 0.00033438641908905084 leaf_weight=66.13459598517511 71.675856265705079 110.73345839278772 25.208161935210228 leaf_count=887 509 1277 241 internal_value=0 -6.32465e-05 0.000129698 internal_weight=0 176.868 96.884 internal_count=2914 2164 750 is_linear=0 shrinkage=0.000414422 Tree=2912 num_leaves=3 num_cat=0 split_feature=2 52 split_gain=11.2098 10.4398 threshold=0.14816000000000004 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002605025552750806 0.0040212830046620403 -0.0042831184580381437 leaf_weight=216.10168564203195 13.044067168608306 15.84631432261085 leaf_count=2358 122 322 internal_value=0 -0.000535651 internal_weight=0 231.948 internal_count=2802 2680 is_linear=0 shrinkage=0.00478631 Tree=2913 num_leaves=3 num_cat=0 split_feature=2 52 split_gain=11.3648 10.2002 threshold=0.14816000000000004 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1756836135077753e-05 0.00034655464105470542 -0.00036404940385959775 leaf_weight=221.65273617266212 13.443456958979366 16.014866717974655 leaf_count=2358 122 322 internal_value=0 -4.48491e-05 internal_weight=0 237.668 internal_count=2802 2680 is_linear=0 shrinkage=0.000414422 Tree=2914 num_leaves=3 num_cat=0 split_feature=2 52 split_gain=10.8216 10.1085 threshold=0.14816000000000004 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024950990688960641 0.0038987874116871912 -0.0041498408947365801 leaf_weight=216.1945761780953 12.902514888904987 15.674676398222799 leaf_count=2358 122 322 internal_value=0 -0.000513498 internal_weight=0 231.869 internal_count=2802 2680 is_linear=0 shrinkage=0.00469246 Tree=2915 num_leaves=3 num_cat=0 split_feature=2 52 split_gain=10.4428 9.79033 threshold=0.14816000000000004 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00021660231054150558 0.0034234540226601791 -0.0036424826483248472 leaf_weight=216.18115336145274 12.757049334235488 15.503878174757117 leaf_count=2358 122 322 internal_value=0 -0.000446136 internal_weight=0 231.685 internal_count=2802 2680 is_linear=0 shrinkage=0.00416677 Tree=2916 num_leaves=4 num_cat=0 split_feature=484 39 150 split_gain=9.93364 10.265 6.00722 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=-0.0039058726822631964 -0.0045060083687555562 0.00066710204701704871 0.0028220222145606305 leaf_weight=17.579009459703233 8.408161483705042 221.39483001217013 3.3279002942144862 leaf_count=435 56 2294 17 internal_value=0 0.000477467 -0.00283335 internal_weight=0 229.803 20.9069 internal_count=2802 2350 452 is_linear=0 shrinkage=0.00460045 Tree=2917 num_leaves=4 num_cat=0 split_feature=484 39 150 split_gain=9.56258 9.7956 5.79789 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=-0.004428827355145085 -0.005050410539766256 0.00074909239901165534 0.0031867749604890094 leaf_weight=17.411133955349218 8.4242401057854277 221.39843154494883 3.3097792752087107 leaf_count=435 56 2294 17 internal_value=0 0.000536107 -0.00321056 internal_weight=0 229.823 20.7209 internal_count=2802 2350 452 is_linear=0 shrinkage=0.00528447 Tree=2918 num_leaves=4 num_cat=0 split_feature=159 0 51 split_gain=8.76294 10.4097 4.09577 threshold=-0.032069999999999994 -0.077944999999999987 0.10692000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014248328877100749 -0.00032938725889942463 0.0016766468237873916 -0.0062015536696411249 leaf_weight=12.006491463165732 144.8298771425616 87.996174607658759 5.5498442321550092 leaf_count=272 1591 843 96 internal_value=0 0.000428865 -0.00293993 internal_weight=0 232.826 17.5563 internal_count=2802 2434 368 is_linear=0 shrinkage=0.00460045 Tree=2919 num_leaves=4 num_cat=0 split_feature=484 39 150 split_gain=9.03512 9.35747 5.57187 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=-0.0041781347008352336 -0.0047511057242994878 0.00069661892912555739 0.0030231421710020558 leaf_weight=17.213916144450199 8.4260561661794764 221.23179000837263 3.2889559492468825 leaf_count=435 56 2294 17 internal_value=0 0.000496366 -0.00302121 internal_weight=0 229.658 20.5029 internal_count=2802 2350 452 is_linear=0 shrinkage=0.00507927 Tree=2920 num_leaves=3 num_cat=0 split_feature=41 484 split_gain=9.27233 8.62466 threshold=0.083565000000000014 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0027444180305114126 -0.0038206182434966113 0.00067968473122113297 leaf_weight=18.980262472410686 12.945441739633678 227.15731231402606 leaf_count=442 111 2285 internal_value=0 0.000415452 internal_weight=0 246.138 internal_count=2838 2727 is_linear=0 shrinkage=0.00488203 Tree=2921 num_leaves=3 num_cat=0 split_feature=41 52 split_gain=8.89358 8.54566 threshold=0.083565000000000014 -0.4290699999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0035764926431564046 -0.0033969104749827709 0.00054006315505623903 leaf_weight=10.27137010230217 12.892766716890035 235.78404919849709 leaf_count=247 111 2480 internal_value=0 0.000367957 internal_weight=0 246.055 internal_count=2838 2727 is_linear=0 shrinkage=0.00442181 Tree=2922 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=8.74021 9.65031 6.87684 threshold=-1.0000000180025095e-35 -0.34809999999999997 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003175830623559105 0.00032613172124336534 1.4131731283121417e-05 0.00027047051140724487 leaf_weight=17.199713456444446 14.828651174902914 235.62548324291129 3.3311132006347171 leaf_count=432 188 2202 16 internal_value=0 3.26278e-05 -0.000222009 internal_weight=0 250.454 20.5308 internal_count=2838 2390 448 is_linear=0 shrinkage=0.000375355 Tree=2923 num_leaves=3 num_cat=0 split_feature=41 484 split_gain=8.52545 8.29692 threshold=0.083565000000000014 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00255117180125873 -0.0034668168802868011 0.00061767991072072951 leaf_weight=18.926156868110411 12.852979626506565 227.19965761090862 leaf_count=442 111 2285 internal_value=0 0.000373828 internal_weight=0 246.126 internal_count=2838 2727 is_linear=0 shrinkage=0.00460045 Tree=2924 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=11.5953 17.3238 8.87434 threshold=0.10100500000000003 -0.11327499999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019915385330047859 -0.002755157504853559 -0.0016123082198718464 0.0017200353991708756 leaf_weight=35.578206358011812 10.643096582964061 136.40973199147265 77.939094834960997 leaf_count=190 117 1953 601 internal_value=0 -0.000866662 0.00118187 internal_weight=0 171.988 88.5822 internal_count=2861 2143 718 is_linear=0 shrinkage=0.00460045 Tree=2925 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=11.1187 16.5947 8.51742 threshold=0.10100500000000003 -0.11327499999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018731969713001579 -0.0025999693552007804 -0.0015193934909017153 0.0016229504226233304 leaf_weight=35.542446060106158 10.598139591515062 136.01496045460226 77.617196842096746 leaf_count=190 117 1953 601 internal_value=0 -0.000816403 0.00111516 internal_weight=0 171.557 88.2153 internal_count=2861 2143 718 is_linear=0 shrinkage=0.00442181 Tree=2926 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=10.661 15.8954 8.17412 threshold=0.10100500000000003 -0.11327499999999999 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019452193925636105 -0.0027086176177933837 -0.0015807660755783424 0.0016905874492636026 leaf_weight=35.507566247135401 10.554414505138991 135.62927010486601 77.303026460111141 leaf_count=190 117 1953 601 internal_value=0 -0.000849057 0.00116163 internal_weight=0 171.137 87.8574 internal_count=2861 2143 718 is_linear=0 shrinkage=0.00469246 Tree=2927 num_leaves=4 num_cat=0 split_feature=1 3 16 split_gain=13.1965 16.1836 8.58524 threshold=0.10100500000000003 -0.11327499999999999 0.14824000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016254392315974254 0.00017477118117485482 -0.00014083514268529499 -0.00013042959942105079 leaf_weight=36.536813901271671 72.937796764541417 140.92797221674118 19.208852856419981 leaf_count=190 544 1953 174 internal_value=0 -7.83641e-05 0.000111135 internal_weight=0 177.465 92.1466 internal_count=2861 2143 718 is_linear=0 shrinkage=0.000406297 Tree=2928 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=7.59374 7.91773 threshold=-1.0000000180025095e-35 -0.49096999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0043573262654634272 -0.0033635054953842095 0.00016673073382850401 leaf_weight=8.5914827575907093 14.253948731347917 232.03697236161679 leaf_count=99 136 2609 internal_value=0 -3.78246e-05 internal_weight=0 246.291 internal_count=2844 2745 is_linear=0 shrinkage=0.00460045 Tree=2929 num_leaves=4 num_cat=0 split_feature=13 51 13 split_gain=8.31991 9.25425 3.73191 threshold=-0.24921999999999997 -0.40775499999999992 -0.47965999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.2680302217759365e-05 -0.00057977327467680073 -8.8155017919424399e-07 0.00042503762458725151 leaf_weight=10.90449016634375 5.4469663840718558 233.71581431524828 12.456872161477802 leaf_count=76 102 2589 77 internal_value=0 -1.41111e-05 0.00026076 internal_weight=0 239.163 23.3614 internal_count=2844 2691 153 is_linear=0 shrinkage=0.000439788 Tree=2930 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=7.96749 8.20449 threshold=-1.0000000180025095e-35 -0.24921999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041013266008420508 0.00024490584832659892 -2.7167265049144649e-05 leaf_weight=8.9598053586669248 22.585350292734802 232.89700987841934 leaf_count=99 142 2603 internal_value=0 -3.09874e-06 internal_weight=0 255.482 internal_count=2844 2745 is_linear=0 shrinkage=0.000431165 Tree=2931 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=9.96825 9.43353 threshold=-0.40775499999999992 0.13535500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054726007664813764 1.9900093527325984e-06 0.000325588933009685 leaf_weight=5.3586694458499542 240.05550705955829 16.518829979468137 leaf_count=102 2563 179 internal_value=0 2.28467e-05 internal_weight=0 256.574 internal_count=2844 2742 is_linear=0 shrinkage=0.000414422 Tree=2932 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=12.5939 16.7811 10.4267 threshold=-0.00189 0.077020000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022284284124814239 0.00056304539454420338 2.5818971750525139e-05 7.6925822404612075e-05 leaf_weight=72.447204716037959 10.326323672663419 146.583286160836 33.171110704541206 leaf_count=1366 93 1152 200 internal_value=0 -5.64414e-05 0.000192527 internal_weight=0 219.03 43.4974 internal_count=2811 2518 293 is_linear=0 shrinkage=0.000422711 Tree=2933 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=11.9788 15.1959 10.5307 threshold=-0.00189 0.077020000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023517285978876356 0.0061989044618196197 0.00025871656448625026 0.00080176413167634046 leaf_weight=70.342232136055827 9.9921134370379132 143.33257291838527 32.488590059801936 leaf_count=1366 93 1152 200 internal_value=0 -0.000600781 0.00207347 internal_weight=0 213.675 42.4807 internal_count=2811 2518 293 is_linear=0 shrinkage=0.00460045 Tree=2934 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=9.88079 15.1843 11.6692 threshold=-0.10106999999999998 0.088035000000000016 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026393539984102023 -0.0019521987815076724 0.00047149579418281581 -0.0016158328452195861 leaf_weight=41.935156752821058 87.844351223611739 108.63347611762583 17.012235204689205 leaf_count=249 1469 941 152 internal_value=0 -0.000612211 0.00141118 internal_weight=0 196.478 58.9474 internal_count=2811 2410 401 is_linear=0 shrinkage=0.00433511 Tree=2935 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=11.3633 14.2699 10.3163 threshold=-0.00189 0.077020000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023860601916201709 0.0064201666023481502 0.00025681884159768783 0.00081108556211318653 leaf_weight=69.510119382815901 9.7636380535550398 143.17363466089591 32.389467673376203 leaf_count=1366 93 1152 200 internal_value=0 -0.000607074 0.0021126 internal_weight=0 212.684 42.1531 internal_count=2811 2518 293 is_linear=0 shrinkage=0.00478631 Tree=2936 num_leaves=4 num_cat=0 split_feature=1213 160 15 split_gain=9.86012 10.2022 1.01312 threshold=0.036805000000000011 -0.40187499999999993 -0.09139499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0054270934431625058 -0.0022545579890842632 0.00029036691067681111 -0.005638824324247985 leaf_weight=7.9835585516993879 3.0736411723773926 234.9412309222389 7.9788141729077307 leaf_count=230 45 2405 197 internal_value=0 0.000102055 -0.00470318 internal_weight=0 242.925 11.0525 internal_count=2877 2635 242 is_linear=0 shrinkage=0.00497967 Tree=2937 num_leaves=4 num_cat=0 split_feature=403 3 160 split_gain=10.2512 11.4274 10.5213 threshold=-1.0000000180025095e-35 -0.10147999999999999 -0.40187499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014818163240664078 -0.00043052583476854808 -0.00041680866867586924 3.4457452057259057e-05 leaf_weight=8.2102616000920552 7.9726282113115294 18.353179294615984 228.06855898257345 leaf_count=64 197 597 2019 internal_value=0 -0.0002422 1.87184e-05 internal_weight=0 26.5634 236.041 internal_count=2877 661 2216 is_linear=0 shrinkage=0.00039833 Tree=2938 num_leaves=4 num_cat=0 split_feature=4 43 2 split_gain=9.76161 10.9424 2.71137 threshold=-0.49096999999999996 -0.24360499999999999 0.095175000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014075086429072565 -0.0036984169462745964 0.00034162668401546844 -0.0052161881990083429 leaf_weight=6.224506761878728 13.323144276160745 226.18726414610865 8.0996929928660375 leaf_count=47 139 2597 94 internal_value=0 0.000116616 -0.00356522 internal_weight=0 239.51 14.3242 internal_count=2877 2736 141 is_linear=0 shrinkage=0.00433511 Tree=2939 num_leaves=4 num_cat=0 split_feature=1213 160 15 split_gain=9.57712 9.92929 1.02187 threshold=0.036805000000000011 -0.40187499999999993 -0.09139499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0052943426023337216 -0.0021688701615951867 0.00028102272504149285 -0.0055107519975760187 leaf_weight=7.8491781803313634 3.0703880118671805 234.92928471998312 7.8250915340613556 leaf_count=230 45 2405 197 internal_value=0 0.000100366 -0.00457444 internal_weight=0 242.778 10.8955 internal_count=2877 2635 242 is_linear=0 shrinkage=0.00488203 Tree=2940 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=13.0822 11.3159 threshold=-0.52342999999999995 -0.23315499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00063379509759931821 0.00057672627745735988 2.2335627648674423e-05 leaf_weight=5.2839143639430395 6.7383064008317879 248.97983541135909 leaf_count=52 33 2739 internal_value=0 3.69861e-05 internal_weight=0 255.718 internal_count=2824 2772 is_linear=0 shrinkage=0.000422711 Tree=2941 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=13.3234 11.4383 threshold=-0.52342999999999995 -0.23315499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0069971323034424878 0.0063798431801569584 0.00025579498008767969 leaf_weight=5.2164573282934716 6.6115134828723958 243.59665415069321 leaf_count=52 33 2739 internal_value=0 0.000418092 internal_weight=0 250.208 internal_count=2824 2772 is_linear=0 shrinkage=0.00460045 Tree=2942 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=9.92796 12.414 threshold=0.091855000000000006 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0183628615959451e-06 -0.00052094759025803441 0.00027795250046179639 leaf_weight=223.11777303460985 6.3133910726755849 35.487466573249549 leaf_count=2471 40 313 internal_value=0 3.64187e-05 internal_weight=0 258.605 internal_count=2824 2784 is_linear=0 shrinkage=0.000439788 Tree=2943 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=10.3853 11.6973 threshold=-0.40548499999999993 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054195581491238301 -3.4317236044726945e-06 0.00024568184806000735 leaf_weight=5.6945092240348449 223.55987831100356 39.635398558340967 leaf_count=105 2397 322 internal_value=0 3.40982e-05 internal_weight=0 263.195 internal_count=2824 2719 is_linear=0 shrinkage=0.000422711 Tree=2944 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=13.0107 14.7628 9.70495 threshold=0.10100500000000003 -0.082084999999999977 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3806873800510874e-05 -0.000303614928071929 -0.00015712824245426546 0.00013712368053620362 leaf_weight=54.489982297411188 8.016838653944431 117.92881598725216 82.702652884181589 leaf_count=585 103 1541 631 internal_value=0 -8.0984e-05 9.81201e-05 internal_weight=0 172.419 90.7195 internal_count=2860 2126 734 is_linear=0 shrinkage=0.000382862 Tree=2945 num_leaves=4 num_cat=0 split_feature=1 42 52 split_gain=12.2967 16.8781 9.79255 threshold=0.10100500000000003 0.09202500000000001 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4958044868245031e-05 -0.00032157544019238796 -0.00041324142112433252 0.00014178488451327105 leaf_weight=151.01693287945818 8.2557643819600326 22.334017987595871 83.635669622570276 leaf_count=1707 103 419 631 internal_value=0 -8.37351e-05 0.000100097 internal_weight=0 173.351 91.8914 internal_count=2860 2126 734 is_linear=0 shrinkage=0.000406297 Tree=2946 num_leaves=4 num_cat=0 split_feature=1 42 52 split_gain=12.7066 16.8484 9.50823 threshold=0.10100500000000003 0.09202500000000001 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7371009084918512e-05 -0.00032029021798575286 -0.00041506428699435497 0.00014229785726992315 leaf_weight=150.84549831482582 8.0291554331779462 22.372851959895343 82.859153674915433 leaf_count=1707 103 419 631 internal_value=0 -8.61942e-05 0.000101374 internal_weight=0 173.218 90.8883 internal_count=2860 2126 734 is_linear=0 shrinkage=0.000406297 Tree=2947 num_leaves=4 num_cat=0 split_feature=1 42 52 split_gain=10.4812 16.6171 8.88155 threshold=0.10100500000000003 0.09202500000000001 -0.32783999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044862234151608253 -0.0044242413073945774 -0.0057236816014435725 0.0018285604778113787 leaf_weight=147.47708659316413 7.8280108412727705 21.502568662399426 79.815189733635634 leaf_count=1707 103 419 631 internal_value=0 -0.00112044 0.00126924 internal_weight=0 168.98 87.6432 internal_count=2860 2126 734 is_linear=0 shrinkage=0.00560792 Tree=2948 num_leaves=3 num_cat=0 split_feature=130 42 split_gain=9.46374 13.987 threshold=-0.076894999999999977 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030316216445325862 -0.00027223778635682085 2.9429110081719773e-05 leaf_weight=19.203706529922783 32.96862768009305 213.49181174731348 leaf_count=134 657 2015 internal_value=0 -1.09424e-05 internal_weight=0 246.46 internal_count=2806 2672 is_linear=0 shrinkage=0.000431165 Tree=2949 num_leaves=3 num_cat=0 split_feature=130 42 split_gain=9.45799 13.1953 threshold=-0.076894999999999977 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0041074417308206278 -0.0035960291364840217 0.00038280359790073031 leaf_weight=18.427197630517185 31.421441389480606 205.65431739785708 leaf_count=134 657 2015 internal_value=0 -0.000144788 internal_weight=0 237.076 internal_count=2806 2672 is_linear=0 shrinkage=0.00572008 Tree=2950 num_leaves=4 num_cat=0 split_feature=456 4 1 split_gain=8.87099 9.04251 4.70496 threshold=0.087055000000000007 -0.50052499999999989 0.11317000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030894168357090937 -0.00061225007646453138 4.9358544756527672e-05 -7.4663638464329555e-05 leaf_weight=13.837727606296538 6.1409558291779813 237.97777869028505 5.9616190474480391 leaf_count=124 110 2529 43 internal_value=0 2.96474e-05 -0.000347975 internal_weight=0 251.816 12.1026 internal_count=2806 2653 153 is_linear=0 shrinkage=0.000431165 Tree=2951 num_leaves=3 num_cat=0 split_feature=130 42 split_gain=9.03711 13.1424 threshold=-0.076894999999999977 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028235361744978596 -0.00025014902533565742 2.7864667226763216e-05 leaf_weight=18.927150409668684 32.330660415696912 212.10978403233457 leaf_count=134 657 2015 internal_value=0 -8.92319e-06 internal_weight=0 244.44 internal_count=2806 2672 is_linear=0 shrinkage=0.000406297 Tree=2952 num_leaves=4 num_cat=0 split_feature=376 2 2 split_gain=11.6156 8.83904 4.12788 threshold=0.048375000000000008 0.16971500000000003 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1738243565580863e-05 8.7632533947955854e-05 0.00042292797626018004 0.00043941653140953393 leaf_weight=226.85215811344096 10.274127456825228 6.3812825875356785 10.922123683616517 leaf_count=2610 77 62 68 internal_value=0 -3.87178e-05 0.000269134 internal_weight=0 233.233 21.1963 internal_count=2817 2672 145 is_linear=0 shrinkage=0.00039833 Tree=2953 num_leaves=4 num_cat=0 split_feature=376 43 2 split_gain=10.9011 9.47693 4.15528 threshold=0.048375000000000008 -0.074359999999999996 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0008726092243281987 0.0010051698856800833 -0.0012457193635256032 0.0054927936430905627 leaf_weight=81.926102453551721 9.9754086420871335 145.09240047959611 10.507547021843491 leaf_count=1018 77 1654 68 internal_value=0 -0.000481251 0.00331025 internal_weight=0 227.019 20.483 internal_count=2817 2672 145 is_linear=0 shrinkage=0.00497967 Tree=2954 num_leaves=4 num_cat=0 split_feature=376 1 2 split_gain=11.7195 9.55373 3.95535 threshold=0.048375000000000008 0.10384000000000002 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010058371713673493 0.00010029440987133685 8.1093515120175943e-05 0.00046541523589251266 leaf_weight=159.92145827552304 10.443537135608496 76.420879415236413 10.776294836774467 leaf_count=2110 77 562 68 internal_value=0 -4.18369e-05 0.000285969 internal_weight=0 236.342 21.2198 internal_count=2817 2672 145 is_linear=0 shrinkage=0.000422711 Tree=2955 num_leaves=4 num_cat=0 split_feature=376 151 2 split_gain=10.5175 12.202 4.09197 threshold=0.048375000000000008 -0.40941499999999992 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078946043638784113 0.0010077821771246501 -0.00029316177546336324 0.0055692016519027412 leaf_weight=5.5663276729173949 9.9644811311736721 221.65608815726591 10.340274469926952 leaf_count=57 77 2615 68 internal_value=0 -0.000480024 0.00333375 internal_weight=0 227.222 20.3048 internal_count=2817 2672 145 is_linear=0 shrinkage=0.00507927 Tree=2956 num_leaves=4 num_cat=0 split_feature=376 0 2 split_gain=10.6706 12.139 2.48705 threshold=0.048375000000000008 -0.112855 0.09494000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1625262373934608e-05 0.00012060297453951406 -9.3891979895354623e-05 0.00039174257904034154 leaf_weight=81.702778737992048 9.9495514640584606 157.36001352046151 10.751198137179015 leaf_count=418 74 2304 73 internal_value=0 -3.04868e-05 0.000261654 internal_weight=0 239.063 20.7007 internal_count=2869 2722 147 is_linear=0 shrinkage=0.00039052 Tree=2957 num_leaves=4 num_cat=0 split_feature=376 0 2 split_gain=10.9597 11.9775 2.45522 threshold=0.048375000000000008 -0.112855 0.09494000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6553679930213974e-05 0.00013291507420218205 -0.00010273450467004444 0.00042349088807064193 leaf_weight=81.607567383907735 10.004434366710486 158.55895474052522 10.848032355308531 leaf_count=418 74 2304 73 internal_value=0 -3.50149e-05 0.00028433 internal_weight=0 240.167 20.8525 internal_count=2869 2722 147 is_linear=0 shrinkage=0.000422711 Tree=2958 num_leaves=4 num_cat=0 split_feature=376 0 2 split_gain=9.97125 10.2813 2.49771 threshold=0.048375000000000008 -0.112855 0.09494000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010130905824536026 0.0013875562362729574 -0.0011083222523001358 0.0047729053326183712 leaf_weight=79.719667937606573 9.6757473605684954 152.27438047085889 10.344842591322957 leaf_count=418 74 2304 73 internal_value=0 -0.000379322 0.00313968 internal_weight=0 231.994 20.0206 internal_count=2869 2722 147 is_linear=0 shrinkage=0.00478631 Tree=2959 num_leaves=4 num_cat=0 split_feature=376 0 2 split_gain=9.60988 9.83765 2.46496 threshold=0.048375000000000008 -0.112855 0.09494000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011164318873759958 0.0015320128807681807 -0.0012218034518433874 0.0053360447080519607 leaf_weight=79.641226919833571 9.6483540241606551 152.07177158503328 10.188677562400697 leaf_count=418 74 2304 73 internal_value=0 -0.000418111 0.00348909 internal_weight=0 231.713 19.837 internal_count=2869 2722 147 is_linear=0 shrinkage=0.00539016 Tree=2960 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=10.8318 10.5325 threshold=-0.40775499999999992 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055508461359478323 -0.00045254196944014252 2.0634131880950783e-05 leaf_weight=6.0405749797355375 8.3286308882525173 251.24916564417072 leaf_count=114 207 2555 internal_value=0 5.41997e-06 internal_weight=0 259.578 internal_count=2876 2762 is_linear=0 shrinkage=0.000414422 Tree=2961 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=10.7548 9.65998 threshold=-0.40775499999999992 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0068715472783460975 -0.0055207324824521403 0.00023777825488047809 leaf_weight=5.8908146547619245 7.7353198665659866 243.91597798810108 leaf_count=114 207 2555 internal_value=0 6.03664e-05 internal_weight=0 251.651 internal_count=2876 2762 is_linear=0 shrinkage=0.00507927 Tree=2962 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=10.6512 9.65386 threshold=-0.40775499999999992 -0.24242999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056424499939796877 0.00025860163814250158 -2.1523048483099334e-05 leaf_weight=5.996579968603327 24.236552556045353 234.59157502040034 leaf_count=114 152 2610 internal_value=0 4.72484e-06 internal_weight=0 258.828 internal_count=2876 2762 is_linear=0 shrinkage=0.000422711 Tree=2963 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=10.475 9.43234 threshold=-0.40775499999999992 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0072622339011846034 -0.0058488436438141117 0.00024674492013044343 leaf_weight=5.7841603269334874 7.586240026401355 244.03988663019845 leaf_count=114 207 2555 internal_value=0 6.25401e-05 internal_weight=0 251.626 internal_count=2876 2762 is_linear=0 shrinkage=0.00539016 Tree=2964 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=10.5619 12.2013 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0062361303412611681 -0.00018365893727910942 0.0029544809832048715 leaf_weight=6.1243038168177 217.24107469344744 34.156037855893373 leaf_count=63 2506 310 internal_value=0 0.000242896 internal_weight=0 251.397 internal_count=2879 2816 is_linear=0 shrinkage=0.00488203 Tree=2965 num_leaves=3 num_cat=0 split_feature=151 1348 split_gain=10.1602 9.86483 threshold=-0.40941499999999992 0.090050000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.006513015706428555 7.6669759585842501e-05 0.0062550266552052376 leaf_weight=6.0840568188577882 243.95541859953664 7.1205211710184804 leaf_count=63 2780 36 internal_value=0 0.00025235 internal_weight=0 251.076 internal_count=2879 2816 is_linear=0 shrinkage=0.00518085 Tree=2966 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=9.52918 13.2651 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049108204382221484 -1.7572283161719259e-05 0.00025002932599203786 leaf_weight=6.169905219692736 223.35697401920334 35.409724056720734 leaf_count=63 2506 310 internal_value=0 1.90622e-05 internal_weight=0 258.767 internal_count=2879 2816 is_linear=0 shrinkage=0.000406297 Tree=2967 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=9.5836 13.2634 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049376739937262838 -1.9376036383822552e-05 0.00024883148396107654 leaf_weight=6.1835174779407671 222.53678685403429 35.23998043127358 leaf_count=63 2506 310 internal_value=0 1.73056e-05 internal_weight=0 257.777 internal_count=2879 2816 is_linear=0 shrinkage=0.000406297 Tree=2968 num_leaves=4 num_cat=0 split_feature=158 456 15 split_gain=10.7454 10.1702 9.1163 threshold=0.084710000000000021 0.087055000000000007 -0.23270999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069181522858742983 0.0038668853924932159 -0.0043990758641283163 -0.0055620577786706484 leaf_weight=229.18482152582146 3.6729760044254389 11.978922499343751 15.491376606747506 leaf_count=2415 63 151 260 internal_value=0 0.000438616 -0.00375289 internal_weight=0 241.164 19.1644 internal_count=2889 2566 323 is_linear=0 shrinkage=0.00539016 Tree=2969 num_leaves=4 num_cat=0 split_feature=1 158 48 split_gain=13.3047 15.0123 6.04696 threshold=0.10384000000000002 0.084710000000000021 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032550447884179137 0.0031107654832425607 -0.0077341004944683775 -0.0015617330320805427 leaf_weight=166.73383455531439 67.356126098427922 12.159719148301518 13.844856314361094 leaf_count=2009 586 226 68 internal_value=0 -0.000829852 0.00231392 internal_weight=0 178.894 81.201 internal_count=2889 2235 654 is_linear=0 shrinkage=0.00644174 Tree=2970 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=12.762 13.0943 5.87749 threshold=0.10384000000000002 -0.11327499999999999 0.084155000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023423450110521792 0.0031371991045537726 -0.0015461489490719194 -0.00023332102286289963 leaf_weight=37.22294953931123 54.954897092655301 141.43601798487362 25.909837647341192 leaf_count=226 491 2009 163 internal_value=0 -0.000735832 0.00205745 internal_weight=0 178.659 80.8647 internal_count=2889 2235 654 is_linear=0 shrinkage=0.00583448 Tree=2971 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=12.2507 12.5324 5.78108 threshold=0.10384000000000002 -0.11327499999999999 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020347535545102392 0.0024279393402746778 -0.0013448580885876255 -0.0012508799124403001 leaf_weight=37.196791324298829 66.622404690366238 141.15401727799326 13.835620457306502 leaf_count=226 586 2009 68 internal_value=0 -0.000639865 0.00179518 internal_weight=0 178.351 80.458 internal_count=2889 2235 654 is_linear=0 shrinkage=0.00518085 Tree=2972 num_leaves=3 num_cat=0 split_feature=453 1 split_gain=9.83784 9.66418 threshold=0.089535000000000017 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00072763541085985625 -0.0065524903175226985 0.0014237051435300747 leaf_weight=164.12909671285888 6.2731028627604237 85.085576249752194 leaf_count=2101 43 713 internal_value=0 6.91686e-06 internal_weight=0 249.215 internal_count=2857 2814 is_linear=0 shrinkage=0.00518085 Tree=2973 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=9.42533 9.49974 threshold=0.089535000000000017 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040763502277448878 -0.0065494224457975665 0.0025779917908804084 leaf_weight=214.31913607876049 6.2585374731570473 34.540161509532481 leaf_count=2488 43 326 internal_value=0 6.91782e-06 internal_weight=0 248.859 internal_count=2857 2814 is_linear=0 shrinkage=0.00528447 Tree=2974 num_leaves=3 num_cat=0 split_feature=453 38 split_gain=9.03006 9.51669 threshold=0.089535000000000017 0.085905000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020708407420185799 -0.0069469250000457139 -0.0062636909688122463 leaf_weight=240.91870270215441 6.2441141568124285 7.6544060297310343 leaf_count=2749 43 65 internal_value=0 7.3613e-06 internal_weight=0 248.573 internal_count=2857 2814 is_linear=0 shrinkage=0.00572008 Tree=2975 num_leaves=4 num_cat=0 split_feature=13 453 52 split_gain=9.17415 11.3096 5.34735 threshold=-0.23438999999999996 0.087445000000000009 -0.0092149999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045211012569134598 -2.142027873444822e-05 -0.00058811105536785819 6.1217721502631071e-05 leaf_weight=10.564564255066218 230.54632442170987 6.1923466450534752 13.92648214753717 leaf_count=63 2648 48 98 internal_value=0 -3.62894e-05 0.000230056 internal_weight=0 236.739 24.491 internal_count=2857 2696 161 is_linear=0 shrinkage=0.000414422 Tree=2976 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=12.0605 16.631 7.79736 threshold=-0.094744999999999982 0.0095750000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024107229570939002 -0.00011443549655006293 0.00019869783225769225 -0.00014161137851924395 leaf_weight=40.169634400168434 169.85914577473886 33.506714633433148 11.23577262368053 leaf_count=270 2220 293 85 internal_value=0 -6.28296e-05 0.000157407 internal_weight=0 203.366 51.4054 internal_count=2868 2513 355 is_linear=0 shrinkage=0.000406297 Tree=2977 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=11.3415 15.1439 7.90043 threshold=-0.094744999999999982 0.0095750000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029984394003980128 -0.0014010023673382704 0.0023968937837927687 -0.0018942302455925502 leaf_weight=38.974631661782041 165.55202188785188 32.366533620050177 10.878890074789522 leaf_count=270 2220 293 85 internal_value=0 -0.000779744 0.00193046 internal_weight=0 197.919 49.8535 internal_count=2868 2513 355 is_linear=0 shrinkage=0.00507927 Tree=2978 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=10.8692 14.517 7.58259 threshold=-0.094744999999999982 0.0095750000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032499874058109792 -0.0015142159171515149 0.0026006186362490338 -0.0020439736658337481 leaf_weight=38.812305732630193 165.32650826970348 32.199392802780494 10.88196710962802 leaf_count=270 2220 293 85 internal_value=0 -0.000843256 0.00209039 internal_weight=0 197.526 49.6943 internal_count=2868 2513 355 is_linear=0 shrinkage=0.00560792 Tree=2979 num_leaves=4 num_cat=0 split_feature=13 39 41 split_gain=10.4158 13.9153 7.27693 threshold=-0.094744999999999982 0.0095750000000000019 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035927695868332361 -0.0016692520044341479 0.0028777870545986387 -0.0022496402071398316 leaf_weight=38.654081892687827 165.10694973735372 32.03647825284861 10.885167540051041 leaf_count=270 2220 293 85 internal_value=0 -0.000930136 0.00230866 internal_weight=0 197.143 49.5392 internal_count=2868 2513 355 is_linear=0 shrinkage=0.00631543 Tree=2980 num_leaves=4 num_cat=0 split_feature=52 0 160 split_gain=14.5997 12.4132 10.7133 threshold=-0.057374999999999995 -0.0051099999999999991 -0.081204999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037920428741263222 -0.00018403641422049506 0.00014778599847360522 1.1408916167830485e-05 leaf_weight=16.475925432983786 125.39573440147797 22.882595701608807 77.556688479147851 leaf_count=77 1799 142 762 internal_value=0 -0.000132817 7.59161e-05 internal_weight=0 148.278 94.0326 internal_count=2780 1941 839 is_linear=0 shrinkage=0.000414422 Tree=2981 num_leaves=4 num_cat=0 split_feature=52 0 160 split_gain=15.0927 12.2586 10.4035 threshold=-0.057374999999999995 -0.15164999999999998 -0.081204999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036642563810378403 9.3532764860399339e-05 -0.00019379016900847906 1.1611070714720293e-05 leaf_weight=16.519328913651407 30.947666007094085 117.68276778311701 77.889047645614482 leaf_count=77 173 1768 762 internal_value=0 -0.00013396 7.37571e-05 internal_weight=0 148.63 94.4084 internal_count=2780 1941 839 is_linear=0 shrinkage=0.000406297 Tree=2982 num_leaves=4 num_cat=0 split_feature=52 0 160 split_gain=15.5591 12.638 10.5344 threshold=-0.057374999999999995 -0.15164999999999998 -0.081204999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004024420009398717 0.00010501889227851194 -0.00021004206747874285 1.6289019386002426e-05 leaf_weight=16.540421430952847 31.120365424081683 117.78033759165555 78.157366814673878 leaf_count=77 173 1768 762 internal_value=0 -0.000144189 8.38041e-05 internal_weight=0 148.901 94.6978 internal_count=2780 1941 839 is_linear=0 shrinkage=0.000439788 Tree=2983 num_leaves=4 num_cat=0 split_feature=52 160 15 split_gain=15.1773 10.5705 10.2884 threshold=-0.057374999999999995 -0.081204999999999986 0.079360000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0054688793019968956 -0.0010657628946432122 0.00017659870118411018 -0.0047360094968193862 leaf_weight=16.216931472998112 108.38642555556726 75.635073402430862 36.034230068442412 leaf_count=77 1010 762 931 internal_value=0 0.00111192 -0.00198203 internal_weight=0 91.852 144.421 internal_count=2780 839 1941 is_linear=0 shrinkage=0.00595117 Tree=2984 num_leaves=4 num_cat=0 split_feature=4 2 403 split_gain=11.434 18.4046 15.7018 threshold=-0.076329999999999995 0.088915000000000008 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2319976383801317e-05 -0.00022638838743049418 4.7331698062483663e-05 0.00051314856895933066 leaf_weight=66.381631498457864 68.991419226163998 108.53714767389465 14.876581873511894 leaf_count=814 807 1050 163 internal_value=0 -5.90547e-05 0.000128619 internal_weight=0 177.529 81.2582 internal_count=2834 1857 977 is_linear=0 shrinkage=0.000414422 Tree=2985 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=10.2934 18.1668 9.085 threshold=-0.00189 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0604628994076609e-05 0.0004986975243262855 -0.00027664462416762692 6.9770303459773197e-05 leaf_weight=175.1239503598772 11.041970509104429 42.080745573155582 31.02155627310276 leaf_count=2165 89 386 194 internal_value=0 -3.7003e-05 0.000182542 internal_weight=0 217.205 42.0635 internal_count=2834 2551 283 is_linear=0 shrinkage=0.000406297 Tree=2986 num_leaves=4 num_cat=0 split_feature=2 0 11 split_gain=9.78603 13.1864 12.1493 threshold=1.0000000180025095e-35 -0.010644999999999998 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031017301801950148 0.00082153228238905293 0.0050050529665246384 -0.0058536443338920311 leaf_weight=45.830965023022145 190.7517254507984 6.6611767439171663 8.2461259383708221 leaf_count=598 2079 77 80 internal_value=0 -0.00207155 0.00054439 internal_weight=0 52.4921 198.998 internal_count=2834 675 2159 is_linear=0 shrinkage=0.00539016 Tree=2987 num_leaves=4 num_cat=0 split_feature=4 2 403 split_gain=11.3005 18.4326 16.0975 threshold=-0.076329999999999995 0.088915000000000008 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0577359450367455e-05 -0.00021636512204846017 4.686457843136821e-05 0.00050111726278732026 leaf_weight=66.278619263553992 68.936486832564697 108.80427408788819 14.698157322825862 leaf_count=814 807 1050 163 internal_value=0 -5.52409e-05 0.000124269 internal_weight=0 177.741 80.9768 internal_count=2834 1857 977 is_linear=0 shrinkage=0.00039833 Tree=2988 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=11.0921 11.2179 3.64958 threshold=0.12700000000000003 0.10864500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7866606079888737e-05 0.00050828746715532544 -0.00038744114101578556 0.00017881188645005856 leaf_weight=226.84631918783998 9.6590230213478225 12.752490362967363 17.748724069446325 leaf_count=2406 134 195 118 internal_value=0 5.73301e-06 0.000295198 internal_weight=0 239.599 27.4077 internal_count=2853 2601 252 is_linear=0 shrinkage=0.000431165 Tree=2989 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=11.2869 10.9965 3.24781 threshold=0.12700000000000003 0.10864500000000002 -0.054259999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7851480995009723e-05 0.00043159775645464044 -0.00038273843581939997 0.0001350004687362644 leaf_weight=229.86011415382382 15.07717704260722 12.782362139550967 12.630527348257599 leaf_count=2406 183 195 69 internal_value=0 6.19327e-06 0.00029658 internal_weight=0 242.642 27.7077 internal_count=2853 2601 252 is_linear=0 shrinkage=0.000431165 Tree=2990 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=10.1243 11.0744 3.76707 threshold=0.12700000000000003 0.10864500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032292064551020836 0.0056021617041090953 -0.0042397324171086293 0.0018626609674204369 leaf_weight=220.7601784245926 9.0392992300912756 12.350713530904612 17.279617154039443 leaf_count=2406 134 195 118 internal_value=0 8.08541e-05 0.00315013 internal_weight=0 233.111 26.3189 internal_count=2853 2601 252 is_linear=0 shrinkage=0.00469246 Tree=2991 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=10.7696 10.5916 3.61303 threshold=0.12700000000000003 0.10864500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4719910298670208e-05 0.00046744174255797651 -0.0003489378269305026 0.00016291681929161389 leaf_weight=227.43437371600885 9.4779361682012695 12.68995905574411 17.812027839012444 leaf_count=2406 134 195 118 internal_value=0 4.94688e-06 0.000268933 internal_weight=0 240.124 27.29 internal_count=2853 2601 252 is_linear=0 shrinkage=0.00039833 Tree=2992 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=9.50749 10.6471 4.75198 threshold=1.0000000180025095e-35 0.10647500000000001 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7766887226555007e-06 1.8303705752094821e-05 -0.00037257563160052572 0.00037952090735418462 leaf_weight=217.13025314360857 9.8849314763210732 13.327536192722617 17.023483462631702 leaf_count=2304 110 294 141 internal_value=0 -1.33062e-05 0.000246933 internal_weight=0 230.458 26.9084 internal_count=2849 2598 251 is_linear=0 shrinkage=0.000414422 Tree=2993 num_leaves=3 num_cat=0 split_feature=45 0 split_gain=10.8553 9.89425 threshold=1.0000000180025095e-35 -0.11367499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020894629798756405 -0.007823054098284505 -0.00045802107519515156 leaf_weight=80.944885516539216 5.8165127467364064 162.09656060190173 leaf_count=425 52 2372 internal_value=0 0.000390515 internal_weight=0 243.041 internal_count=2849 2797 is_linear=0 shrinkage=0.00595117 Tree=2994 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=10.5519 9.55561 4.96894 threshold=1.0000000180025095e-35 0.10647500000000001 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3672204855377018e-05 -1.0961289847426297e-05 -0.00039808422149757429 0.00037290712318080628 leaf_weight=218.09814195835497 9.5999360666610318 13.644417177536523 16.158146278932691 leaf_count=2304 110 294 141 internal_value=0 -5.51589e-05 0.000229939 internal_weight=0 231.743 25.7581 internal_count=2849 2598 251 is_linear=0 shrinkage=0.000422711 Tree=2995 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=9.59748 9.85147 4.88467 threshold=1.0000000180025095e-35 0.10647500000000001 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4457456426436483e-06 1.2812535443865182e-05 -0.00035768844218356379 0.00036944460892440918 leaf_weight=219.94330519007053 10.013695322442802 13.122587171266785 17.26807021908462 leaf_count=2304 110 294 141 internal_value=0 -1.59716e-05 0.000238644 internal_weight=0 233.066 27.2818 internal_count=2849 2598 251 is_linear=0 shrinkage=0.000406297 Tree=2996 num_leaves=3 num_cat=0 split_feature=484 38 split_gain=10.1064 7.58429 threshold=0.11563500000000002 0.089560000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062115838664369722 -0.0060976146706112162 -0.005191698927635365 leaf_weight=248.74261003592983 6.6863494598655953 6.4112007326912126 leaf_count=2726 118 56 internal_value=0 0.000474722 internal_weight=0 255.154 internal_count=2900 2782 is_linear=0 shrinkage=0.00528447 Tree=2997 num_leaves=3 num_cat=0 split_feature=484 1374 split_gain=9.74425 7.39611 threshold=0.11563500000000002 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0055986722943238646 -0.0079434513689374577 0.00083902493919976891 leaf_weight=8.9745970424264652 6.6214789719087994 246.22344740072731 leaf_count=54 118 2728 internal_value=0 0.000612227 internal_weight=0 255.198 internal_count=2900 2782 is_linear=0 shrinkage=0.00697275 Tree=2998 num_leaves=3 num_cat=0 split_feature=484 38 split_gain=9.3937 7.23768 threshold=0.11563500000000002 0.089560000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062090797448417366 -0.0061826328748808583 -0.0052770452838719391 leaf_weight=248.79110511858016 6.5584468826418734 6.4334022959228596 leaf_count=2726 118 56 internal_value=0 0.000471856 internal_weight=0 255.225 internal_count=2900 2782 is_linear=0 shrinkage=0.00549796 Tree=2999 num_leaves=3 num_cat=0 split_feature=484 160 split_gain=9.13819 7.85069 threshold=0.11563500000000002 -0.51433499999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004752441547673942 -0.00044459232945395972 4.335201053527903e-05 leaf_weight=4.8914252838585517 6.7454919069423331 258.09408220497426 leaf_count=127 118 2655 internal_value=0 3.36725e-05 internal_weight=0 262.986 internal_count=2900 2782 is_linear=0 shrinkage=0.000406297 Tree=3000 num_leaves=3 num_cat=0 split_feature=156 0 split_gain=9.59038 12.6561 threshold=0.11896500000000002 -0.017269999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.5019038628910022e-05 -0.00049108834242841471 0.0002238361147776272 leaf_weight=211.29702257644385 5.8311374865006647 42.213444644119591 leaf_count=2534 94 271 internal_value=0 2.47679e-05 internal_weight=0 253.51 internal_count=2899 2805 is_linear=0 shrinkage=0.00039833 Tree=3001 num_leaves=4 num_cat=0 split_feature=0 43 15 split_gain=9.65949 11.6493 10.8883 threshold=-0.017269999999999997 0.16014500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.670837602913828e-06 0.00053670193884056898 -0.00046888907794440977 6.6100422187480052e-05 leaf_weight=204.87515631713904 11.92626880854368 10.027061665081417 33.230096558108926 leaf_count=2383 104 194 218 internal_value=0 -2.44637e-05 0.000190566 internal_weight=0 214.902 45.1564 internal_count=2899 2577 322 is_linear=0 shrinkage=0.000422711 Tree=3002 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=9.7667 12.1479 2.41978 threshold=-0.24436499999999997 -0.11532999999999999 0.11584000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013178940918032254 -0.00027717607730495022 2.1508044109346013e-05 0.00043090620667783684 leaf_weight=8.3520132061094063 26.187563150655478 217.30123914137948 10.512666398659347 leaf_count=49 234 2438 178 internal_value=0 -1.06351e-05 0.000298745 internal_weight=0 243.489 18.8647 internal_count=2899 2672 227 is_linear=0 shrinkage=0.000414422 Tree=3003 num_leaves=3 num_cat=0 split_feature=156 0 split_gain=9.67465 11.9144 threshold=0.11896500000000002 -0.017269999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002419528684199385 -0.0079673836021585814 0.0034790957371656391 leaf_weight=205.98375626106281 5.6484546503052107 41.161696323659271 leaf_count=2534 94 271 internal_value=0 0.000378003 internal_weight=0 247.145 internal_count=2899 2805 is_linear=0 shrinkage=0.00631543 Tree=3004 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=9.32759 10.557 1.61531 threshold=-0.48515499999999995 -0.0051099999999999991 -0.52002999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028002548826927959 -0.00015254575918524152 0.0042863131400298774 -0.0070105979255636591 leaf_weight=7.0242064632475376 209.05047892039875 22.758922173175961 7.0142428483813983 leaf_count=53 2526 159 98 internal_value=0 0.000283576 -0.0049106 internal_weight=0 231.809 14.0384 internal_count=2836 2685 151 is_linear=0 shrinkage=0.0061916 Tree=3005 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=8.55217 10.1548 3.23256 threshold=-0.24219999999999997 -0.11532999999999999 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9081925977658559e-05 -0.00026625172879252271 8.1104173108136673e-06 0.00043750070390531041 leaf_weight=9.9985116184689122 26.07777730608359 206.50519045238616 9.4172246009111387 leaf_count=96 229 2382 129 internal_value=0 -2.26711e-05 0.000263494 internal_weight=0 232.583 19.4157 internal_count=2836 2611 225 is_linear=0 shrinkage=0.000414422 Tree=3006 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=9.39345 10.9935 1.70372 threshold=-0.48515499999999995 -0.0051099999999999991 -0.52002999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017917149392797919 -1.2274414087488057e-05 0.00028021653253069978 -0.00045828827054312268 leaf_weight=7.1991129405796528 216.84481539676199 23.493746211752295 7.3040255866944772 leaf_count=53 2526 159 98 internal_value=0 1.63374e-05 -0.000320157 internal_weight=0 240.339 14.5031 internal_count=2836 2685 151 is_linear=0 shrinkage=0.000406297 Tree=3007 num_leaves=4 num_cat=0 split_feature=4 15 4 split_gain=8.98958 10.4006 1.61646 threshold=-0.48515499999999995 -0.0063699999999999989 -0.52002999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023362231726392741 -0.00071087035089056352 0.0015584301930307103 -0.0059441093823421358 leaf_weight=7.0240253508090973 135.11736224818742 96.781383382389322 6.9101610630750638 leaf_count=53 1461 1224 98 internal_value=0 0.000236257 -0.00413111 internal_weight=0 231.899 13.9342 internal_count=2836 2685 151 is_linear=0 shrinkage=0.00528447 Tree=3008 num_leaves=4 num_cat=0 split_feature=12 1 49 split_gain=10.5368 12.9193 9.92136 threshold=0.084055000000000005 0.12545500000000001 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028785157622797017 -0.00013216552572647926 0.00038441777774975697 0.00010812343286983119 leaf_weight=11.854455605149267 109.92528103297809 8.9765213057398778 128.31003489741124 leaf_count=77 1815 70 891 internal_value=0 -9.31105e-05 7.45991e-05 internal_weight=0 118.902 140.164 internal_count=2853 1885 968 is_linear=0 shrinkage=0.000414422 Tree=3009 num_leaves=4 num_cat=0 split_feature=12 1 49 split_gain=10.2843 12.9944 10.017 threshold=0.084055000000000005 0.12545500000000001 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028792554800834104 -0.00012938847233065538 0.00038558098515607727 0.0001086889438460378 leaf_weight=11.930806776508687 110.38863786612637 9.0914765894412977 129.07371621928178 leaf_count=77 1815 70 891 internal_value=0 -9.01481e-05 7.50958e-05 internal_weight=0 119.48 141.005 internal_count=2853 1885 968 is_linear=0 shrinkage=0.000414422 Tree=3010 num_leaves=4 num_cat=0 split_feature=12 49 49 split_gain=8.95454 12.8853 10.1995 threshold=0.084055000000000005 -0.25202499999999994 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0040911867000992279 0.0091474051294108301 -0.0015237394963076491 0.0013918990700979243 leaf_weight=11.637464290484784 3.6559903640300027 112.48217059340095 126.01541231747251 leaf_count=77 16 1869 891 internal_value=0 -0.00118637 0.000927844 internal_weight=0 116.138 137.653 internal_count=2853 1885 968 is_linear=0 shrinkage=0.00560792 Tree=3011 num_leaves=4 num_cat=0 split_feature=12 1 49 split_gain=10.4911 12.727 8.07777 threshold=0.080070000000000016 0.12545500000000001 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023733546499966483 -0.00011092425511204153 0.00035772344908813826 0.00010480535129653569 leaf_weight=11.048286296427248 122.27310339303222 9.1096815327182394 117.65327679552138 leaf_count=67 1983 70 733 internal_value=0 -7.83824e-05 7.54037e-05 internal_weight=0 131.383 128.702 internal_count=2853 2053 800 is_linear=0 shrinkage=0.000382862 Tree=3012 num_leaves=4 num_cat=0 split_feature=403 1 160 split_gain=8.92188 11.0719 9.29673 threshold=-1.0000000180025095e-35 0.080320000000000016 -0.40187499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004380547120022369 -0.00042820587984330105 8.0785375566443321e-05 3.7024268019775227e-05 leaf_weight=15.563701633363964 7.0175704435096113 11.219193319091572 216.59838421968743 leaf_count=515 185 163 1952 internal_value=0 -0.000220813 2.2389e-05 internal_weight=0 26.7829 223.616 internal_count=2815 678 2137 is_linear=0 shrinkage=0.00039833 Tree=3013 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=8.30218 8.63404 0.145748 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.055184999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.005643132541829219 -0.0035499967925545976 0.00058437189143601125 -0.0078893202515848172 leaf_weight=2.1226380965672433 25.406471537076868 210.73025878809858 4.9299350976943961 leaf_count=78 651 1952 134 internal_value=0 0.000139295 -0.00723034 internal_weight=0 236.137 7.05257 internal_count=2815 2603 212 is_linear=0 shrinkage=0.00670199 Tree=3014 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=8.5795 9.03251 0.156011 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.055184999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036197002296720402 -0.00022931599864696448 3.8796420709423996e-05 -0.0005077062083325601 leaf_weight=2.2296516163623892 26.162746023968793 216.67295472125988 5.0609860044205552 leaf_count=78 651 1952 134 internal_value=0 9.89464e-06 -0.000464198 internal_weight=0 242.836 7.29064 internal_count=2815 2603 212 is_linear=0 shrinkage=0.000431165 Tree=3015 num_leaves=4 num_cat=0 split_feature=160 403 15 split_gain=8.60868 9.0788 0.158871 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.061609999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035945776404274437 -0.000230578677218885 3.6202023352248076e-05 -0.00050606382979950207 leaf_weight=2.2130065528908744 26.576816380023956 218.83806069579441 5.2105658175423732 leaf_count=76 651 1952 136 internal_value=0 7.29574e-06 -0.000463394 internal_weight=0 245.415 7.42357 internal_count=2815 2603 212 is_linear=0 shrinkage=0.000431165 Tree=3016 num_leaves=4 num_cat=0 split_feature=42 129 52 split_gain=9.61086 13.4932 1.4391 threshold=-0.11033999999999998 0.086720000000000005 -0.077344999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002907234400457761 9.1501100358036894e-05 0.0069906593707750042 -0.0070988544512161468 leaf_weight=4.707695237826556 221.33605409425218 8.8949255042243731 5.3080721032456477 leaf_count=51 2522 109 114 internal_value=0 0.000358606 -0.00513795 internal_weight=0 230.231 10.0158 internal_count=2796 2631 165 is_linear=0 shrinkage=0.00549796 Tree=3017 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=8.83465 11.5941 threshold=0.15609000000000003 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00017318683983154137 0.00035049550833341154 2.1035815025854804e-05 leaf_weight=79.303083136212081 10.152133769355713 157.78362614382058 leaf_count=1412 46 1338 internal_value=0 -4.39384e-05 internal_weight=0 237.087 internal_count=2796 2750 is_linear=0 shrinkage=0.000414422 Tree=3018 num_leaves=4 num_cat=0 split_feature=42 129 52 split_gain=9.24713 12.8195 1.42236 threshold=-0.11033999999999998 0.086720000000000005 -0.077344999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026367133635850767 7.4022769473679399e-05 0.0062723854759815191 -0.0064966596803250742 leaf_weight=4.7061864682473242 221.44444952136837 8.9374683408532274 5.2488022407051158 leaf_count=51 2522 109 114 internal_value=0 0.000314983 -0.00468042 internal_weight=0 230.382 9.95499 internal_count=2796 2631 165 is_linear=0 shrinkage=0.00507927 Tree=3019 num_leaves=4 num_cat=0 split_feature=42 129 52 split_gain=8.89597 12.198 1.40772 threshold=-0.11033999999999998 0.086720000000000005 -0.077344999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036846430800824633 0.00010335061148647326 0.0087219531671914666 -0.0091857750757436216 leaf_weight=4.7025205623358488 221.4466711646528 8.974074238445608 5.1839849056559597 leaf_count=51 2522 109 114 internal_value=0 0.00043971 -0.0065813 internal_weight=0 230.421 9.88651 internal_count=2796 2631 165 is_linear=0 shrinkage=0.00725444 Tree=3020 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=11.0052 10.8652 0.505738 threshold=-0.39975999999999995 -0.51296999999999993 -0.10023999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065942828641890085 -0.0004506999828986862 2.5957361793546516e-05 -0.00042361115813078376 leaf_weight=2.7177827758714557 8.1423642371082661 241.14982400002191 3.8044185102917245 leaf_count=38 194 2435 119 internal_value=0 1.03555e-05 -0.000523513 internal_weight=0 249.292 6.5222 internal_count=2786 2629 157 is_linear=0 shrinkage=0.000406297 Tree=3021 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=10.4024 10.1916 0.547912 threshold=-0.39975999999999995 -0.51296999999999993 -0.10722999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0097423506602865775 -0.0064500029321449184 0.00035849592762339191 -0.0060795674701637258 leaf_weight=2.4285579081624746 7.7132403746945775 233.21999722364126 3.6701079520280464 leaf_count=33 194 2435 124 internal_value=0 0.000140035 -0.00756398 internal_weight=0 240.933 6.09867 internal_count=2786 2629 157 is_linear=0 shrinkage=0.00583448 Tree=3022 num_leaves=4 num_cat=0 split_feature=133 52 0 split_gain=10.1252 9.93098 0.465034 threshold=-0.39975999999999995 -0.51296999999999993 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010773111347598743 -0.0073941954834778863 0.00040256176781122927 -0.0069015808826085878 leaf_weight=2.6608325308188796 7.5571589568862683 233.22102932358393 3.3294028657255685 leaf_count=33 194 2435 124 internal_value=0 0.000157283 -0.00865006 internal_weight=0 240.778 5.99024 internal_count=2786 2629 157 is_linear=0 shrinkage=0.00670199 Tree=3023 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=10.3735 10.5324 0.471455 threshold=-0.39975999999999995 -0.51296999999999993 -0.10023999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000679468689721137 -0.00046769352357146053 2.6010011033361487e-05 -0.00043726046479293339 leaf_weight=2.6127494685351849 7.9571847267216063 241.3862174966489 3.6393158511491484 leaf_count=38 194 2435 119 internal_value=0 1.02201e-05 -0.00054024 internal_weight=0 249.343 6.25207 internal_count=2786 2629 157 is_linear=0 shrinkage=0.000422711 Tree=3024 num_leaves=4 num_cat=0 split_feature=403 11 13 split_gain=9.80434 10.041 6.34368 threshold=0.088465000000000002 0.088315000000000018 -0.093124999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064136065860136387 0.0026499865512305621 -0.0048496928820718349 -0.0068526120987104583 leaf_weight=228.88453561853385 2.9610023531131437 11.421621251385657 10.121993585722519 leaf_count=2488 64 104 192 internal_value=0 0.000380009 -0.00470121 internal_weight=0 240.306 13.083 internal_count=2848 2592 256 is_linear=0 shrinkage=0.00572008 Tree=3025 num_leaves=4 num_cat=0 split_feature=52 39 16 split_gain=10.8979 12.9574 9.11298 threshold=-0.049384999999999991 0.0047850000000000011 0.26667500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025993536334489652 -0.0014609991210868482 0.0033243840615186141 -0.0015981045972915369 leaf_weight=73.767039245110936 136.10953305661678 21.409391218796372 21.946190650342032 leaf_count=569 1794 187 298 internal_value=0 -0.000810263 0.00163679 internal_weight=0 157.519 95.7132 internal_count=2848 1981 867 is_linear=0 shrinkage=0.00572008 Tree=3026 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=11.182 15.0292 14.2966 threshold=0.0047850000000000011 0.11928500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2357881390512931e-06 -0.00019773584131882699 -0.00044874927541511652 0.00032056914994706972 leaf_weight=207.9032263206318 10.883396915625779 12.3250011568889 31.776313963811845 leaf_count=2414 66 82 286 internal_value=0 -3.00936e-05 0.000188309 internal_weight=0 220.228 42.6597 internal_count=2848 2496 352 is_linear=0 shrinkage=0.00039052 Tree=3027 num_leaves=4 num_cat=0 split_feature=52 39 16 split_gain=10.3931 13.197 9.75386 threshold=-0.049384999999999991 0.0047850000000000011 0.25367000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018471613218989992 -0.00010135404080319294 0.00023594827602772594 -0.0001105830429652525 leaf_weight=74.575457603204995 140.25659086060477 22.156455593649298 24.524346060119569 leaf_count=541 1794 187 326 internal_value=0 -5.53168e-05 0.000111631 internal_weight=0 162.413 99.0998 internal_count=2848 1981 867 is_linear=0 shrinkage=0.000406297 Tree=3028 num_leaves=4 num_cat=0 split_feature=3 11 47 split_gain=10.8011 11.0516 9.56029 threshold=-0.11266 0.08184000000000001 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046342288393054504 -0.00014605626972509058 -0.0018787624635145839 -0.0041858134604524071 leaf_weight=35.783034608699381 159.25102860038169 16.387737156357616 30.047154676634818 leaf_count=189 2190 151 315 internal_value=0 0.00258845 -0.000787641 internal_weight=0 52.1708 189.298 internal_count=2845 340 2505 is_linear=0 shrinkage=0.00657057 Tree=3029 num_leaves=4 num_cat=0 split_feature=3 403 11 split_gain=11.2673 12.0631 10.7275 threshold=-0.11266 -1.0000000180025095e-35 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029715245869848313 -0.00036086916603185948 -1.5493449477860661e-05 -0.00011050745996024181 leaf_weight=36.43586359359324 20.118875810294412 175.99737153877504 16.860621327068657 leaf_count=189 634 1871 151 internal_value=0 -5.0956e-05 0.000168194 internal_weight=0 196.116 53.2965 internal_count=2845 2505 340 is_linear=0 shrinkage=0.000422711 Tree=3030 num_leaves=4 num_cat=0 split_feature=3 403 11 split_gain=10.809 11.9199 10.6196 threshold=-0.11266 -1.0000000180025095e-35 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029492511395698141 -0.00035859108263961109 -1.3022264920077412e-05 -0.00011031711252312708 leaf_weight=36.442866130732 19.832996189710684 175.62339278706349 16.903303169645369 leaf_count=189 634 1871 151 internal_value=0 -4.81188e-05 0.000166526 internal_weight=0 195.456 53.3462 internal_count=2845 2505 340 is_linear=0 shrinkage=0.000422711 Tree=3031 num_leaves=4 num_cat=0 split_feature=3 403 11 split_gain=10.3505 11.1794 10.5918 threshold=-0.11266 -1.0000000180025095e-35 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041173337253426218 -0.0050256458293721851 -0.00021433496306949378 -0.0016567545931931093 leaf_weight=35.677275873720646 18.992436815751716 170.48335602023872 16.417534966021776 leaf_count=189 634 1871 151 internal_value=0 -0.000697063 0.00229771 internal_weight=0 189.476 52.0948 internal_count=2845 2505 340 is_linear=0 shrinkage=0.00595117 Tree=3032 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=10.8779 9.25842 0.989206 threshold=-1.0000000180025095e-35 -0.082704999999999987 0.060610000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0073019908614603314 -0.0068710998473349976 0.00089960852508853785 -0.0026833235886644128 leaf_weight=7.1819293599692156 6.2564102194737634 239.85329831880517 2.530325494823046 leaf_count=212 234 2356 64 internal_value=0 0.00070155 -0.00610632 internal_weight=0 246.11 9.71225 internal_count=2866 2590 276 is_linear=0 shrinkage=0.00631543 Tree=3033 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=11.1049 9.53507 1.09906 threshold=-1.0000000180025095e-35 -0.082704999999999987 0.062030000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048616669688793522 -0.00045908916854443956 5.7743082673803966e-05 -0.0001588049643006119 leaf_weight=7.6403040218283405 6.5267480870243153 249.5507231883239 2.4410044426331297 leaf_count=219 234 2356 57 internal_value=0 4.45371e-05 -0.000407352 internal_weight=0 256.077 10.0813 internal_count=2866 2590 276 is_linear=0 shrinkage=0.000422711 Tree=3034 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=10.9742 9.56946 1.14966 threshold=-1.0000000180025095e-35 -0.082704999999999987 0.06136500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004771391230615564 -0.00045058230315986255 5.3816208611532197e-05 -0.00015451613983197138 leaf_weight=7.6553029079223034 6.6116599570959798 250.89637344726361 2.5519222327275202 leaf_count=215 234 2356 61 internal_value=0 4.08331e-05 -0.000396919 internal_weight=0 257.508 10.2072 internal_count=2866 2590 276 is_linear=0 shrinkage=0.000414422 Tree=3035 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=11.0984 9.56451 1.03981 threshold=-1.0000000180025095e-35 -0.082704999999999987 0.06136500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050727246663929862 -0.00047860429080520304 6.1002304590126351e-05 -0.00017655214277697586 leaf_weight=7.4886875989614037 6.5019908292451865 247.05247133923694 2.4717143877642229 leaf_count=215 234 2356 61 internal_value=0 4.713e-05 -0.000425698 internal_weight=0 253.554 9.9604 internal_count=2866 2590 276 is_linear=0 shrinkage=0.000439788 Tree=3036 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=12.711 19.6281 12.0323 threshold=-0.077944999999999987 0.087235000000000021 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010102343455507991 0.003375674817068294 -0.0068569280576284758 -0.0034030573463761549 leaf_weight=136.50139944296097 80.805495879845694 23.01935618231073 15.095184351084752 leaf_count=1601 739 228 260 internal_value=0 -0.000903732 0.00230821 internal_weight=0 159.521 95.9007 internal_count=2828 1829 999 is_linear=0 shrinkage=0.00697275 Tree=3037 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=12.1665 18.8084 9.06281 threshold=-0.077944999999999987 0.087235000000000021 -0.088074999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9445213415508432e-05 0.0045717249333731566 -0.0060857742143872844 0.00055166214835376576 leaf_weight=136.50566117244307 35.603748956695199 22.965368680190295 60.122549396473914 leaf_count=1601 259 228 740 internal_value=0 -0.000800468 0.00204747 internal_weight=0 159.471 95.7263 internal_count=2828 1829 999 is_linear=0 shrinkage=0.00631543 Tree=3038 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=12.8112 17.5092 11.7218 threshold=-0.077944999999999987 0.087235000000000021 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5261842057061018e-06 0.00020543330087549591 -0.00041088972917652331 -0.00020809299149090779 leaf_weight=140.96713377593551 83.524576286319643 23.571377613116056 15.742795697646214 leaf_count=1601 739 228 260 internal_value=0 -6.02115e-05 0.000139825 internal_weight=0 164.539 99.2674 internal_count=2828 1829 999 is_linear=0 shrinkage=0.000439788 Tree=3039 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=11.6492 17.9963 11.4509 threshold=-0.077944999999999987 0.087235000000000021 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0369426098924511e-05 0.0027771292339775267 -0.0056156335081213741 -0.002872100543659739 leaf_weight=136.59500116232084 80.633540498092771 22.925389959476888 15.068322014529256 leaf_count=1601 739 228 260 internal_value=0 -0.000738803 0.00188726 internal_weight=0 159.52 95.7019 internal_count=2828 1829 999 is_linear=0 shrinkage=0.00595117 Tree=3040 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=14.0323 20.4947 7.46995 threshold=0.082870000000000013 0.12856000000000004 -0.070034999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0356663627794577e-05 0.00036523298943859074 0.00030838416111498928 2.5225251400775428e-05 leaf_weight=192.04168541106628 23.073422975838184 23.911177664529532 19.828612530604005 leaf_count=2389 99 221 138 internal_value=0 -4.61831e-05 0.000208168 internal_weight=0 215.953 42.902 internal_count=2847 2610 237 is_linear=0 shrinkage=0.000406297 Tree=3041 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=13.0109 20.1817 7.51847 threshold=0.069705000000000003 0.12856000000000004 -0.070034999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9499800374166254e-05 0.00036175358397450258 0.00031656981400362443 1.6860652305825276e-05 leaf_weight=186.91344930359628 23.789289279840887 23.664933094289154 19.956611291505396 leaf_count=2376 107 221 143 internal_value=0 -4.38409e-05 0.000204492 internal_weight=0 210.578 43.7459 internal_count=2847 2597 250 is_linear=0 shrinkage=0.000414422 Tree=3042 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=12.6657 18.4704 8.03452 threshold=0.082870000000000013 0.12856000000000004 -0.070034999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016167019736431155 0.0070103422965111387 0.0057551024834648105 0.00017784019676464651 leaf_weight=182.97541210922645 22.222444931976497 22.616534473374486 18.84274628944695 leaf_count=2389 99 221 138 internal_value=0 -0.000805293 0.00387679 internal_weight=0 205.592 41.0652 internal_count=2847 2610 237 is_linear=0 shrinkage=0.00769847 Tree=3043 num_leaves=4 num_cat=0 split_feature=457 1 49 split_gain=12.1332 17.7638 7.73333 threshold=0.082870000000000013 0.12856000000000004 -0.070034999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014905413687775013 0.0064870680250173731 0.0053488376122654904 0.00016384581221642896 leaf_weight=182.82328947697533 22.123778398148715 22.418995728716254 18.840697906911373 leaf_count=2389 99 221 138 internal_value=0 -0.000743035 0.00358027 internal_weight=0 205.242 40.9645 internal_count=2847 2610 237 is_linear=0 shrinkage=0.00725444 Tree=3044 num_leaves=4 num_cat=0 split_feature=133 1365 133 split_gain=8.99348 8.82954 0.341082 threshold=0.18829500000000002 1.0000000180025095e-35 0.51400500000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5800224406179155e-05 -0.00047621099186220681 -0.00045847206454859967 -0.00027218195758002962 leaf_weight=246.59383907035226 6.1661905846558493 6.6125239590182892 2.0441883411258459 leaf_count=2478 199 60 74 internal_value=0 2.28586e-05 -0.000426162 internal_weight=0 253.206 8.21038 internal_count=2811 2538 273 is_linear=0 shrinkage=0.000422711 Tree=3045 num_leaves=4 num_cat=0 split_feature=133 1365 133 split_gain=9.27478 8.99521 0.308245 threshold=0.18829500000000002 1.0000000180025095e-35 0.51392000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7013968095526886e-05 -0.00048629015949509292 -0.00047165798789490065 -0.00029288372998266711 leaf_weight=246.29658474674216 6.201408062130211 6.6179251996800295 2.1879035998135805 leaf_count=2478 196 60 77 internal_value=0 2.36691e-05 -0.00043663 internal_weight=0 252.915 8.38931 internal_count=2811 2538 273 is_linear=0 shrinkage=0.000431165 Tree=3046 num_leaves=3 num_cat=0 split_feature=1365 150 split_gain=8.63962 9.49239 threshold=1.0000000180025095e-35 -0.081029999999999977 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0053729455991955626 -0.0076387794499501805 -2.0666307056984279e-05 leaf_weight=16.302451360970736 6.4993339185602954 231.90518484479981 leaf_count=67 60 2684 internal_value=0 0.000333976 internal_weight=0 248.208 internal_count=2811 2751 is_linear=0 shrinkage=0.00683602 Tree=3047 num_leaves=4 num_cat=0 split_feature=133 1365 1 split_gain=8.62441 8.79363 0.318354 threshold=0.18829500000000002 1.0000000180025095e-35 0.092510000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005985128455079649 -0.0081527078749358706 -0.0079580550383674398 -0.0046135962508131092 leaf_weight=240.24836252647219 6.0193601376377037 6.4726033182814708 1.8366580558940766 leaf_count=2478 221 60 52 internal_value=0 0.000373437 -0.00733849 internal_weight=0 246.721 7.85602 internal_count=2811 2538 273 is_linear=0 shrinkage=0.00725444 Tree=3048 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=9.32727 10.4677 threshold=-1.0000000180025095e-35 0.089965000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0077473207210167856 -0.0019280573288118074 0.00096708698309476676 leaf_weight=7.3372557726688674 102.79511137504596 148.27659377263626 leaf_count=98 1475 1289 internal_value=0 -0.000218315 internal_weight=0 251.072 internal_count=2862 2764 is_linear=0 shrinkage=0.00697275 Tree=3049 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=9.10158 10.0205 threshold=-1.0000000180025095e-35 0.089965000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0082085358871231834 -0.0020044392483630773 0.0010036858348116432 leaf_weight=7.1857685809954992 102.57944997085724 148.21508251992054 leaf_count=98 1475 1289 internal_value=0 -0.00022675 internal_weight=0 250.795 internal_count=2862 2764 is_linear=0 shrinkage=0.00739953 Tree=3050 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=8.88154 9.59201 threshold=-1.0000000180025095e-35 0.089965000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0072775090222705549 -0.0017435897709677439 0.00087161323481126009 leaf_weight=7.0373383769765487 102.36890653020237 148.15518360486021 leaf_count=98 1475 1289 internal_value=0 -0.00019706 internal_weight=0 250.524 internal_count=2862 2764 is_linear=0 shrinkage=0.00657057 Tree=3051 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=8.66699 9.18155 threshold=-1.0000000180025095e-35 0.089965000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0081828820115755971 -0.0019234379460905554 0.00095994712901637555 leaf_weight=6.8919052095152429 102.16335704957601 148.0968509138911 leaf_count=98 1475 1289 internal_value=0 -0.00021719 internal_weight=0 250.26 internal_count=2862 2764 is_linear=0 shrinkage=0.00739953 Tree=3052 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=11.1525 10.7943 0.726484 threshold=-0.088654999999999984 -0.24526499999999998 0.09086000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048036778845436732 -0.00028528735442874 3.6747670252888583e-05 -0.00019592158948041855 leaf_weight=9.2745729149319214 21.207560551469214 218.81571981846355 2.0802541542798272 leaf_count=323 316 2144 51 internal_value=0 8.27343e-06 -0.000428672 internal_weight=0 240.023 11.3548 internal_count=2834 2460 374 is_linear=0 shrinkage=0.000431165 Tree=3053 num_leaves=4 num_cat=0 split_feature=403 52 15 split_gain=10.7678 9.68941 0.682598 threshold=-0.088654999999999984 -0.24526499999999998 -0.12563999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033478862888770746 -0.0050385447686823797 0.0006400990298804501 -0.0087043108468296444 leaf_weight=1.7868996555916954 20.275091768009588 212.81603518384509 9.1108762221410853 leaf_count=31 316 2144 343 internal_value=0 0.000145778 -0.00783341 internal_weight=0 233.091 10.8978 internal_count=2834 2460 374 is_linear=0 shrinkage=0.00785244 Tree=3054 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=11.3916 9.99624 0.688572 threshold=-0.088654999999999984 -0.24526499999999998 0.090740000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047168945188793665 -0.00026989288130847437 3.6475090790562147e-05 -0.00020004596205176734 leaf_weight=9.3108229879289848 20.824939649668522 218.63645246869419 2.0799057008698574 leaf_count=322 316 2144 52 internal_value=0 9.81218e-06 -0.000422506 internal_weight=0 239.461 11.3907 internal_count=2834 2460 374 is_linear=0 shrinkage=0.000422711 Tree=3055 num_leaves=4 num_cat=0 split_feature=403 52 15 split_gain=10.4922 9.32167 0.693618 threshold=-0.088654999999999984 -0.24526499999999998 -0.12563999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032149745734552457 -0.0048620435733341622 0.00061423985489597903 -0.0085193928988781913 leaf_weight=1.7837205538526166 20.14741274190601 212.91013857710641 8.9322303850203735 leaf_count=31 316 2144 343 internal_value=0 0.000140465 -0.00764374 internal_weight=0 233.058 10.716 internal_count=2834 2460 374 is_linear=0 shrinkage=0.00769847 Tree=3056 num_leaves=4 num_cat=0 split_feature=4 130 0 split_gain=11.0366 14.0294 2.32272 threshold=-0.4945199999999999 1.0000000180025095e-35 0.10942500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055598162378632076 4.7279731623452704e-05 -0.00040254929830968694 -0.00019898132000772468 leaf_weight=6.777597686275838 225.77044558175839 13.650660605751908 6.8217041771858931 leaf_count=71 2361 359 67 internal_value=0 2.16026e-05 -0.000377433 internal_weight=0 239.421 13.5993 internal_count=2858 2720 138 is_linear=0 shrinkage=0.000431165 Tree=3057 num_leaves=4 num_cat=0 split_feature=1 133 13 split_gain=10.8087 12.1804 2.95257 threshold=0.12856000000000004 -0.10927999999999999 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040175254574209183 0.00046607111148614137 -4.0383215882655786e-06 0.00015731604651632577 leaf_weight=15.313569670077412 8.9180329795926827 215.80507502594264 16.279652223456651 leaf_count=301 130 2313 114 internal_value=0 -3.04213e-05 0.000266862 internal_weight=0 231.119 25.1977 internal_count=2858 2614 244 is_linear=0 shrinkage=0.000431165 Tree=3058 num_leaves=4 num_cat=0 split_feature=4 133 0 split_gain=10.7332 10.0986 2.29975 threshold=-0.4945199999999999 -0.39975999999999995 0.10942500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010353278234005036 -0.010199343180788356 0.0006462322743014153 -0.0036779557246844766 leaf_weight=6.6166985500603896 5.6251854044967322 227.5093193629873 6.673085905611515 leaf_count=71 143 2577 67 internal_value=0 0.000383731 -0.00701154 internal_weight=0 233.135 13.2898 internal_count=2858 2720 138 is_linear=0 shrinkage=0.00800949 Tree=3059 num_leaves=4 num_cat=0 split_feature=1 133 13 split_gain=10.4495 11.9771 2.85052 threshold=0.12856000000000004 -0.10927999999999999 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040876324447057397 0.0004730133418608718 -4.0084301476048084e-06 0.00016015709664504954 leaf_weight=15.119251580559647 8.66068546427414 214.47019109816756 16.142118308227509 leaf_count=301 130 2313 114 internal_value=0 -3.06947e-05 0.000269681 internal_weight=0 229.589 24.8028 internal_count=2858 2614 244 is_linear=0 shrinkage=0.000439788 Tree=3060 num_leaves=4 num_cat=0 split_feature=1213 448 42 split_gain=13.1144 11.0744 0.26341 threshold=-1.0000000180025095e-35 -0.082054999999999989 -0.089849999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003008172460279744 -0.00050475841883347778 2.2891262635794546e-05 -0.00047209912368619239 leaf_weight=2.0744208921678355 7.3039267454296342 241.48158990999218 10.010194583213886 leaf_count=91 52 2345 336 internal_value=0 7.36281e-06 -0.000443218 internal_weight=0 248.786 12.0846 internal_count=2824 2397 427 is_linear=0 shrinkage=0.000422711 Tree=3061 num_leaves=4 num_cat=0 split_feature=1213 448 42 split_gain=12.7628 11.3488 0.24205 threshold=-1.0000000180025095e-35 -0.082054999999999989 -0.089849999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030401893455731183 -0.00051359015501552989 2.3187535895536117e-05 -0.00047128361968591068 leaf_weight=2.0099641818087539 7.2320740632712832 239.35994733509142 9.7380288572749105 leaf_count=91 52 2345 336 internal_value=0 7.40633e-06 -0.000443206 internal_weight=0 246.592 11.748 internal_count=2824 2397 427 is_linear=0 shrinkage=0.000422711 Tree=3062 num_leaves=3 num_cat=0 split_feature=448 15 split_gain=11.9861 9.95202 threshold=-0.083359999999999976 -0.24436499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056244712076721913 0.0002674789636056274 -2.3863505833641221e-05 leaf_weight=6.3860149309039107 21.086754847783595 233.27662033872912 leaf_count=50 234 2540 internal_value=0 3.0708e-07 internal_weight=0 254.363 internal_count=2824 2774 is_linear=0 shrinkage=0.000406297 Tree=3063 num_leaves=4 num_cat=0 split_feature=1213 448 42 split_gain=13.0508 11.1039 0.249172 threshold=-1.0000000180025095e-35 -0.082054999999999989 -0.089849999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030405734153608521 -0.00050891916040382134 2.2452296016606322e-05 -0.00047240239507782893 leaf_weight=2.0357913416810325 7.2198821958154431 239.872463070089 9.9545983665157092 leaf_count=91 52 2345 336 internal_value=0 6.88784e-06 -0.000444349 internal_weight=0 247.092 11.9904 internal_count=2824 2397 427 is_linear=0 shrinkage=0.000422711 Tree=3064 num_leaves=4 num_cat=0 split_feature=130 14 0 split_gain=8.99107 9.30471 8.18361 threshold=1.0000000180025095e-35 0.078275000000000025 -0.014704999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1777446009855732e-05 -0.0004361877421211364 -0.00041774893011283317 0.0003472898726755196 leaf_weight=239.05940314626787 12.890285354631486 7.7683950355276457 2.9061612710356703 leaf_count=2400 363 83 10 internal_value=0 3.69689e-05 -0.000291802 internal_weight=0 246.828 15.7964 internal_count=2856 2483 373 is_linear=0 shrinkage=0.000422711 Tree=3065 num_leaves=3 num_cat=0 split_feature=14 130 split_gain=8.49334 9.02869 threshold=0.078275000000000025 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00086279612420732095 -0.0067959941579516878 -0.0046194161513948015 leaf_weight=231.46143995015882 7.6042406870983532 14.925955731829161 leaf_count=2400 90 366 internal_value=0 0.000530356 internal_weight=0 246.387 internal_count=2856 2766 is_linear=0 shrinkage=0.00683602 Tree=3066 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=8.1817 8.2124 threshold=0.078275000000000025 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0052585078640591193 -0.007698805844195287 0.00015482430722727985 leaf_weight=21.260236337780952 7.5386459175497285 225.01531961240107 leaf_count=149 90 2617 internal_value=0 0.000595784 internal_weight=0 246.276 internal_count=2856 2766 is_linear=0 shrinkage=0.00785244 Tree=3067 num_leaves=4 num_cat=0 split_feature=130 14 0 split_gain=8.06167 8.47174 8.08805 threshold=1.0000000180025095e-35 0.078275000000000025 -0.014704999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00091835845136757611 -0.007765982973861699 -0.0072909837311163255 0.0062879074996379531 leaf_weight=231.40449351817369 12.041039814066606 7.3705443828366688 2.8767995908856383 leaf_count=2400 363 83 10 internal_value=0 0.000664389 -0.00505122 internal_weight=0 238.775 14.9178 internal_count=2856 2483 373 is_linear=0 shrinkage=0.00754752 Tree=3068 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=11.2742 12.0231 6.13357 threshold=0.28937500000000005 0.092825000000000005 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5467529899172715e-05 0.00033867856914945741 0.00021694456170992873 -7.0573319240489651e-05 leaf_weight=188.54639282927383 27.818475399166346 35.638505081878975 8.1177908033132535 leaf_count=2259 291 281 37 internal_value=0 -3.73715e-06 0.000246243 internal_weight=0 224.185 35.9363 internal_count=2868 2540 328 is_linear=0 shrinkage=0.000414422 Tree=3069 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=13.5681 12.8615 6.11342 threshold=0.28937500000000005 0.092825000000000005 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4079007003681518e-05 0.00036997526523888054 0.00022946577600301763 -5.8153308443786595e-05 leaf_weight=193.78763685992453 29.356630900409073 36.80015426967293 8.2601499352604133 leaf_count=2259 291 281 37 internal_value=0 -8.81205e-06 0.000275982 internal_weight=0 230.588 37.6168 internal_count=2868 2540 328 is_linear=0 shrinkage=0.000439788 Tree=3070 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=8.1592 9.06555 2.28656 threshold=-0.24436499999999997 -0.11532999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002791688484106413 -0.0041081352717567739 0.00071046998592761356 0.0079890095689610814 leaf_weight=10.052800051867964 24.860410327557474 209.73168004339095 9.3052749307826144 leaf_count=104 229 2400 135 internal_value=0 0.000199536 0.00529541 internal_weight=0 234.592 19.3581 internal_count=2868 2629 239 is_linear=0 shrinkage=0.00754752 Tree=3071 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=11.5021 12.2561 5.78058 threshold=0.28937500000000005 0.092825000000000005 0.096475000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6954224209855703e-05 0.00034516946339911925 0.00022331582209815924 -5.905275138300855e-05 leaf_weight=188.77354379108874 27.805585147812963 35.621578399091959 8.1732949931174499 leaf_count=2259 291 281 37 internal_value=0 -4.03489e-06 0.00025336 internal_weight=0 224.395 35.9789 internal_count=2868 2540 328 is_linear=0 shrinkage=0.000422711 Tree=3072 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=9.12685 18.2244 12.7763 threshold=0.092235000000000025 0.091275000000000009 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5724298484340171e-05 -0.00032344136851873012 0.00072910452373341607 0.00027464625446548604 leaf_weight=213.13419871567748 29.744265983812511 6.8528945983853182 8.5306842867284995 leaf_count=2193 493 50 96 internal_value=0 3.80084e-05 -0.00019007 internal_weight=0 219.987 38.275 internal_count=2832 2243 589 is_linear=0 shrinkage=0.000431165 Tree=3073 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=9.25031 18.8196 12.1433 threshold=0.092235000000000025 0.091275000000000009 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036616689234274832 -0.0069518589945035542 0.015994083558118398 0.0057905859234081685 leaf_weight=206.9786488362588 28.63246953394264 6.7158000294584772 8.1102922614663822 leaf_count=2193 493 50 96 internal_value=0 0.000858692 -0.00413765 internal_weight=0 213.694 36.7428 internal_count=2832 2243 589 is_linear=0 shrinkage=0.00920039 Tree=3074 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=8.80366 17.03 12.736 threshold=0.092235000000000025 0.091275000000000009 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6078122393659417e-05 -0.00031989815521052807 0.00070279554947363834 0.00027583812732354964 leaf_weight=213.16789593879366 29.705568441422656 6.9127245408017179 8.5859075263142568 leaf_count=2193 493 50 96 internal_value=0 3.7707e-05 -0.000186248 internal_weight=0 220.081 38.2915 internal_count=2832 2243 589 is_linear=0 shrinkage=0.000431165 Tree=3075 num_leaves=4 num_cat=0 split_feature=456 42 15 split_gain=9.22863 10.9808 2.06281 threshold=0.087495000000000003 0.092235000000000025 -0.059484999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012965391766936859 -0.0041109120472150457 -0.0040672731991915042 -0.011354700425965852 leaf_weight=202.88065473304596 7.1076506720855832 34.975886899977922 5.4469191415701044 leaf_count=2103 63 569 97 internal_value=0 0.000507548 -0.00726617 internal_weight=0 237.857 12.5546 internal_count=2832 2672 160 is_linear=0 shrinkage=0.00884313 Tree=3076 num_leaves=4 num_cat=0 split_feature=158 484 15 split_gain=10.0684 9.548 5.45953 threshold=0.084965000000000027 0.087520000000000014 -0.14660499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014044228067991802 0.003941573057871111 -0.0045183212827860086 -0.0073190700284025629 leaf_weight=215.98542503966019 3.2486256640404489 18.178624679916538 14.253585544880478 leaf_count=2329 67 211 248 internal_value=0 0.000944297 -0.00522694 internal_weight=0 234.164 17.5022 internal_count=2855 2540 315 is_linear=0 shrinkage=0.00785244 Tree=3077 num_leaves=4 num_cat=0 split_feature=158 1 155 split_gain=9.68227 10.5598 9.47295 threshold=0.084965000000000027 0.10100500000000003 0.091145000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012083078259833709 -0.009931077286257417 0.0026786096016194177 -0.0078259240336360173 leaf_weight=226.75277428858681 10.778512078570204 6.5861068000085643 7.3710335469804695 leaf_count=2395 217 98 145 internal_value=0 -0.00515075 0.000923264 internal_weight=0 17.3646 234.124 internal_count=2855 315 2540 is_linear=0 shrinkage=0.00785244 Tree=3078 num_leaves=4 num_cat=0 split_feature=158 1 155 split_gain=9.34607 10.3084 9.15507 threshold=0.084965000000000027 0.10100500000000003 0.091145000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013303080383738877 -0.011133940927978809 0.0029587325205900133 -0.0087403800158542232 leaf_weight=226.74010845163139 10.586393401608804 6.5648158439435056 7.2671288554556659 leaf_count=2395 217 98 145 internal_value=0 -0.00574252 0.00101687 internal_weight=0 17.1512 234.007 internal_count=2855 315 2540 is_linear=0 shrinkage=0.00884313 Tree=3079 num_leaves=4 num_cat=0 split_feature=158 1 403 split_gain=9.41798 10.7436 9.58759 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=-0.0002066532094557741 -0.00053990295053868529 0.00014266343669824518 7.7895395524498758e-05 leaf_weight=24.465811384376138 10.979408719926143 7.0143388807773581 218.10461371322162 leaf_count=598 217 98 1942 internal_value=0 -0.000273955 4.91816e-05 internal_weight=0 17.9937 242.57 internal_count=2855 315 2540 is_linear=0 shrinkage=0.000431165 Tree=3080 num_leaves=3 num_cat=0 split_feature=3 1373 split_gain=10.1326 10.738 threshold=0.28833000000000003 0.085550000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012362942289092998 0.0070374848727789855 -0.0098696012376942501 leaf_weight=227.80062075966271 11.773085396271197 7.1717841709032646 leaf_count=2664 124 56 internal_value=0 -0.000421872 internal_weight=0 234.972 internal_count=2844 2720 is_linear=0 shrinkage=0.00785244 Tree=3081 num_leaves=3 num_cat=0 split_feature=3 1375 split_gain=9.84896 10.3728 threshold=0.28833000000000003 0.088595000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0001351287881969436 0.0068664929552119027 -0.010121577630181575 leaf_weight=228.6304537729593 11.566762201488016 6.3160472684539846 leaf_count=2669 124 51 internal_value=0 -0.000404394 internal_weight=0 234.947 internal_count=2844 2720 is_linear=0 shrinkage=0.00769847 Tree=3082 num_leaves=3 num_cat=0 split_feature=3 1375 split_gain=10.2536 9.86919 threshold=0.28833000000000003 0.088595000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.4025528800939608e-06 0.00037973177300027996 -0.00054036745410677837 leaf_weight=234.51543270837283 11.925337918102739 6.3580254535190752 leaf_count=2669 124 51 internal_value=0 -2.15123e-05 internal_weight=0 240.873 internal_count=2844 2720 is_linear=0 shrinkage=0.000422711 Tree=3083 num_leaves=3 num_cat=0 split_feature=3 1375 split_gain=10.7189 9.66402 threshold=0.28833000000000003 0.088595000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.3010536310688001e-06 0.00038990813775073558 -0.00054701321999954858 leaf_weight=235.60445808060467 12.231727299280463 6.3628707248717538 leaf_count=2669 124 51 internal_value=0 -2.3483e-05 internal_weight=0 241.967 internal_count=2844 2720 is_linear=0 shrinkage=0.000431165 Tree=3084 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=8.17327 13.1351 11.2629 threshold=-0.049384999999999991 -0.0019149999999999998 0.085710000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012139477426449563 -0.006621398688859359 -1.1274518497942502e-05 0.011187241655499244 leaf_weight=88.385897101834416 21.387491723755375 138.24285477632657 7.5625412985682479 leaf_count=828 281 1733 33 internal_value=0 -0.000897594 0.0020021 internal_weight=0 159.63 95.9484 internal_count=2875 2014 861 is_linear=0 shrinkage=0.00785244 Tree=3085 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=8.0506 15.1436 10.7596 threshold=0.094695000000000015 -0.082084999999999977 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013491738366821099 0.00014757046931292484 -0.00013226137691622187 -0.00019946739182370664 leaf_weight=49.02413479774259 90.481449297629297 107.29682170465821 16.790551621466875 leaf_count=542 782 1458 93 internal_value=0 -4.84647e-05 9.32252e-05 internal_weight=0 156.321 107.272 internal_count=2875 2000 875 is_linear=0 shrinkage=0.00039833 Tree=3086 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=7.75484 15.6945 10.968 threshold=0.094695000000000015 -0.082084999999999977 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015452263320725937 0.00016225651708422426 -0.00014648701908593519 -0.00022542748083831664 leaf_weight=48.742453978862613 90.086944063194096 107.04491407191381 16.718586090952158 leaf_count=542 782 1458 93 internal_value=0 -5.23003e-05 0.000101542 internal_weight=0 155.787 106.806 internal_count=2875 2000 875 is_linear=0 shrinkage=0.000439788 Tree=3087 num_leaves=4 num_cat=0 split_feature=52 52 4 split_gain=7.9567 12.9723 10.5765 threshold=-0.049384999999999991 -0.0019149999999999998 -0.50052499999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045398099004167336 -0.00036404844484812503 -1.2786364457664152e-06 0.00014481142478135661 leaf_weight=6.0600291341543189 21.977484732749872 143.06396702688653 92.925114327808842 leaf_count=80 281 1733 781 internal_value=0 -4.96228e-05 0.000108072 internal_weight=0 165.041 98.9851 internal_count=2875 2014 861 is_linear=0 shrinkage=0.000439788 Tree=3088 num_leaves=4 num_cat=0 split_feature=401 456 13 split_gain=8.52512 8.31777 0.0569646 threshold=0.10072000000000002 0.087055000000000007 -0.074664999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010197089581442966 -0.0062731076920191156 -0.0047943414438685883 -0.0077401989849412165 leaf_weight=231.66857670398895 3.1800363194197416 11.587290079100056 3.2921500862576059 leaf_count=2534 78 155 62 internal_value=0 0.000742407 -0.00703993 internal_weight=0 243.256 6.47219 internal_count=2829 2689 140 is_linear=0 shrinkage=0.00670199 Tree=3089 num_leaves=4 num_cat=0 split_feature=401 456 12 split_gain=8.26964 7.95712 0.0573527 threshold=0.10072000000000002 0.087055000000000007 0.091840000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001540981008246413 -0.0096118987231044537 -0.0072562477968942003 -0.011902835932159425 leaf_weight=231.68533582135569 3.0763234039768568 11.571060148300601 3.2854923345148563 leaf_count=2534 84 155 56 internal_value=0 0.00112198 -0.0108271 internal_weight=0 243.256 6.36182 internal_count=2829 2689 140 is_linear=0 shrinkage=0.0103611 Tree=3090 num_leaves=4 num_cat=0 split_feature=401 456 13 split_gain=8.02187 7.61156 0.0602977 threshold=0.10072000000000002 0.087055000000000007 -0.074664999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011415946328775866 -0.0072349092354879047 -0.0053832379667098267 -0.0090155369745128378 leaf_weight=231.70221763546579 3.0821852069348097 11.556051983498035 3.1714407452382138 leaf_count=2534 78 155 62 internal_value=0 0.000831232 -0.00816262 internal_weight=0 243.258 6.25363 internal_count=2829 2689 140 is_linear=0 shrinkage=0.00785244 Tree=3091 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=8.88188 11.6218 10.4333 threshold=0.0047850000000000011 0.15165000000000003 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0776035940049268e-05 -0.00011949997333851721 0.00031500380636391911 0.00033461302902226071 leaf_weight=204.75939303205814 11.747893736930562 17.390878922306001 28.802062978036702 leaf_count=2367 69 124 269 internal_value=0 -3.68216e-06 0.000203056 internal_weight=0 222.15 40.55 internal_count=2829 2491 338 is_linear=0 shrinkage=0.000406297 Tree=3092 num_leaves=4 num_cat=0 split_feature=13 52 13 split_gain=9.24655 11.7077 1.20903 threshold=-0.24921999999999997 -0.41023999999999994 -0.49005999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034998054012337063 -0.0094750386582511479 0.0001914860400326142 0.0076583643044347768 leaf_weight=9.7754464563913661 9.8176448970334587 221.03886071400484 11.489872525446115 leaf_count=77 274 2405 72 internal_value=0 -0.000220352 0.00575157 internal_weight=0 230.857 21.2653 internal_count=2828 2679 149 is_linear=0 shrinkage=0.00866973 Tree=3093 num_leaves=4 num_cat=0 split_feature=160 52 3 split_gain=9.07462 13.2266 6.55079 threshold=0.09389500000000002 -0.41023999999999994 0.095270000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0097752109135028787 -0.0087499316816054742 0.0012695456086292225 0.0014095511729814211 leaf_weight=9.1711468792054784 14.606978063704448 219.98501399892848 7.9743034951388827 leaf_count=235 212 2354 27 internal_value=0 0.000826742 -0.00516407 internal_weight=0 229.156 22.5813 internal_count=2828 2589 239 is_linear=0 shrinkage=0.00901999 Tree=3094 num_leaves=4 num_cat=0 split_feature=13 39 13 split_gain=9.89639 11.9232 1.15556 threshold=-0.24921999999999997 0.0047850000000000011 -0.49005999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001826667800749953 -5.4297007367635695e-05 0.00021243840700780261 0.00038215541663703928 leaf_weight=10.070483442395927 199.76451209693914 36.891087166499346 11.779017500579355 leaf_count=77 2364 315 72 internal_value=0 -1.27031e-05 0.00029045 internal_weight=0 236.656 21.8495 internal_count=2828 2679 149 is_linear=0 shrinkage=0.000431165 Tree=3095 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=10.1973 15.331 11.9507 threshold=0.0047850000000000011 0.11978500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.547876821232403e-06 -0.00014926431421445659 -0.00049000862784466461 0.00035267588826167113 leaf_weight=207.51581556577003 11.950091230683027 11.870891897473483 29.057659208774567 leaf_count=2402 74 83 269 internal_value=0 -2.31985e-05 0.000206404 internal_weight=0 219.387 41.0078 internal_count=2828 2485 343 is_linear=0 shrinkage=0.000422711 Tree=3096 num_leaves=4 num_cat=0 split_feature=130 156 123 split_gain=8.89672 8.79227 5.55843 threshold=1.0000000180025095e-35 0.090040000000000023 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009975364900907792 -0.0089293680731355393 -0.004580564327965499 0.0035522213491465402 leaf_weight=217.46337942697573 10.873333580908364 20.63177403062582 3.0362590942531815 leaf_count=2221 370 255 13 internal_value=0 0.000513846 -0.00620369 internal_weight=0 238.095 13.9096 internal_count=2859 2476 383 is_linear=0 shrinkage=0.00816968 Tree=3097 num_leaves=4 num_cat=0 split_feature=130 156 123 split_gain=8.62657 8.41229 5.43487 threshold=1.0000000180025095e-35 0.090040000000000023 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001098209795862809 -0.01002181968875266 -0.0050507162976622293 0.0039234361707659047 leaf_weight=217.4602050393587 10.668002645543309 20.600043312646449 3.0268487501889458 leaf_count=2221 370 255 13 internal_value=0 0.000565763 -0.00693845 internal_weight=0 238.06 13.6949 internal_count=2859 2476 383 is_linear=0 shrinkage=0.00920039 Tree=3098 num_leaves=4 num_cat=0 split_feature=1 15 132 split_gain=9.15618 15.3974 8.66762 threshold=0.090445000000000011 -0.0063699999999999989 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024450710120439348 5.3516687129305725e-05 5.1113475763818699e-05 0.00043654432108326737 leaf_weight=55.824188413913362 111.08398310514167 79.206534277414903 12.170251084491609 leaf_count=812 928 1014 105 internal_value=0 -7.11188e-05 9.1399e-05 internal_weight=0 135.031 123.254 internal_count=2859 1826 1033 is_linear=0 shrinkage=0.000431165 Tree=3099 num_leaves=4 num_cat=0 split_feature=1 15 132 split_gain=9.3934 15.8128 8.66988 threshold=0.090445000000000011 -0.0063699999999999989 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025066063797404121 5.686824146351376e-05 5.4145091839337551e-05 0.00044747286722799414 leaf_weight=56.204636075184681 111.01453174464405 79.406984106870368 12.180469601415096 leaf_count=812 928 1014 105 internal_value=0 -7.22e-05 9.55512e-05 internal_weight=0 135.612 123.195 internal_count=2859 1826 1033 is_linear=0 shrinkage=0.000439788 Tree=3100 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=14.852 12.9825 2.22241 threshold=0.12856000000000004 0.10258000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1584439450252612e-07 0.00050453721448374088 -0.00038712557706073876 0.00022907718670395075 leaf_weight=209.42454057681607 8.5458288658410329 17.438056322745979 15.135120858903973 leaf_count=2322 126 273 108 internal_value=0 -2.98939e-05 0.00032881 internal_weight=0 226.863 23.6809 internal_count=2829 2595 234 is_linear=0 shrinkage=0.000431165 Tree=3101 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=14.2792 12.9189 2.26299 threshold=0.12856000000000004 0.10258000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7156849337939059e-05 0.011988191922972603 -0.0092371560225534971 0.0053060685356948285 leaf_weight=204.26748771552229 8.1323884576559085 17.00594332604669 14.768558058887718 leaf_count=2322 126 273 108 internal_value=0 -0.000735726 0.00768698 internal_weight=0 221.273 22.9009 internal_count=2829 2595 234 is_linear=0 shrinkage=0.010158 Tree=3102 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=13.7813 12.4642 2.26732 threshold=0.12856000000000004 0.10258000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1778531888266084e-05 0.0098044038363098961 -0.0074725261765581294 0.0042782410508282473 leaf_weight=204.26654540433083 7.9762062639929381 16.860394621500745 14.690226981882004 leaf_count=2322 126 273 108 internal_value=0 -0.000590476 0.00622949 internal_weight=0 221.127 22.6664 internal_count=2829 2595 234 is_linear=0 shrinkage=0.00833308 Tree=3103 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=13.2989 12.0231 2.26964 threshold=0.12856000000000004 0.10258000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6471680423034534e-05 0.01215124769957804 -0.0091604753698948937 0.0052277813767509645 leaf_weight=204.26562436734093 7.8242999045178321 16.719226468820125 14.613772751763461 leaf_count=2322 126 273 108 internal_value=0 -0.000718262 0.00765032 internal_weight=0 220.985 22.4381 internal_count=2829 2595 234 is_linear=0 shrinkage=0.0103611 Tree=3104 num_leaves=4 num_cat=0 split_feature=133 14 15 split_gain=8.4062 7.68552 0.399205 threshold=0.18829500000000002 0.077685000000000018 -0.049934999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074774480784200461 -0.0056341504143235226 -0.0089712104802871142 -0.01073998619547171 leaf_weight=230.02644539589528 1.9166387638542799 7.6856234674341968 6.0812918550800523 leaf_count=2441 49 90 215 internal_value=0 0.00043282 -0.00953275 internal_weight=0 237.712 7.99793 internal_count=2795 2531 264 is_linear=0 shrinkage=0.00957209 Tree=3105 num_leaves=4 num_cat=0 split_feature=133 14 15 split_gain=8.17318 7.39278 0.407868 threshold=0.18829500000000002 0.077685000000000018 -0.049934999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064905988489152486 -0.004923059499917103 -0.0078444574988230115 -0.0095253664800697101 leaf_weight=230.03514504880877 1.9045093837194143 7.6307446518912903 5.9534918168792492 leaf_count=2441 49 90 215 internal_value=0 0.00037575 -0.00842456 internal_weight=0 237.666 7.858 internal_count=2795 2531 264 is_linear=0 shrinkage=0.00849974 Tree=3106 num_leaves=4 num_cat=0 split_feature=133 14 133 split_gain=8.2093 7.69031 0.456658 threshold=0.18829500000000002 0.077685000000000018 0.51392000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9849153518222211e-05 -0.00046595562351584951 -0.00038457552210576288 -0.00024157171457554237 leaf_weight=238.17616917932173 5.9403746509924513 7.9277363675646475 2.2058184207417071 leaf_count=2441 189 90 75 internal_value=0 1.64705e-05 -0.000405904 internal_weight=0 246.104 8.14619 internal_count=2795 2531 264 is_linear=0 shrinkage=0.000414422 Tree=3107 num_leaves=4 num_cat=0 split_feature=133 14 15 split_gain=8.4999 7.30376 0.458936 threshold=0.18829500000000002 0.077685000000000018 -0.050194999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0869680524242967e-05 -0.00022708645065009053 -0.00037574214730942685 -0.00046252739431087894 leaf_weight=236.16916500369553 1.9065770246088503 7.8198029659688464 6.364109277725218 leaf_count=2441 48 90 216 internal_value=0 1.78095e-05 -0.000408901 internal_weight=0 243.989 8.27069 internal_count=2795 2531 264 is_linear=0 shrinkage=0.000414422 Tree=3108 num_leaves=4 num_cat=0 split_feature=13 132 11 split_gain=8.39906 13.111 7.31453 threshold=-0.094744999999999982 0.08018500000000002 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0048666629830167217 -0.0018170638118582907 0.0057220688145161727 -0.0038728378813727604 leaf_weight=39.40998429688625 178.31645353737986 20.956111554289237 9.6952005689963681 leaf_count=285 2260 240 74 internal_value=0 -0.00102375 0.00314032 internal_weight=0 199.273 49.1052 internal_count=2859 2500 359 is_linear=0 shrinkage=0.00901999 Tree=3109 num_leaves=4 num_cat=0 split_feature=13 39 11 split_gain=8.6498 13.1086 6.8799 threshold=-0.094744999999999982 0.0047850000000000011 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022937809421745092 -9.4656602128396686e-05 0.00020520942655676683 -0.00016852121840516497 leaf_weight=40.782680036965758 173.87523431587033 32.08640070958063 10.057806390337644 leaf_count=285 2217 283 74 internal_value=0 -4.79263e-05 0.000150628 internal_weight=0 205.962 50.8405 internal_count=2859 2500 359 is_linear=0 shrinkage=0.000431165 Tree=3110 num_leaves=4 num_cat=0 split_feature=13 39 11 split_gain=9.17366 12.6478 6.58232 threshold=-0.094744999999999982 0.0047850000000000011 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022518839469022115 -9.4883263643265469e-05 0.0001940060076125573 -0.00015159345804423568 leaf_weight=41.104667746927589 174.68652644823305 32.028299593599513 10.360664080828426 leaf_count=285 2217 283 74 internal_value=0 -5.01091e-05 0.000149309 internal_weight=0 206.715 51.4653 internal_count=2859 2500 359 is_linear=0 shrinkage=0.000422711 Tree=3111 num_leaves=4 num_cat=0 split_feature=13 39 11 split_gain=8.56751 12.5912 6.95119 threshold=-0.094744999999999982 0.0047850000000000011 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002253101845597951 -9.2222346394248923e-05 0.0001970920350726774 -0.00016625432501541647 leaf_weight=40.463769674068317 172.94871597748715 31.806326457764953 10.112770370207725 leaf_count=285 2217 283 74 internal_value=0 -4.72665e-05 0.000146984 internal_weight=0 204.755 50.5765 internal_count=2859 2500 359 is_linear=0 shrinkage=0.000422711 Tree=3112 num_leaves=4 num_cat=0 split_feature=52 1456 3 split_gain=11.618 9.63789 3.51967 threshold=-0.37613999999999997 -1.0000000180025095e-35 0.10661500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050579371439590077 -0.00046047909275777061 1.7194776171723456e-05 -4.9041364663448755e-06 leaf_weight=11.50818395684473 8.1200402185204421 222.93112759047654 3.3710468225181094 leaf_count=287 227 2279 22 internal_value=0 3.70792e-07 -0.000392464 internal_weight=0 231.051 14.8792 internal_count=2815 2506 309 is_linear=0 shrinkage=0.000431165 Tree=3113 num_leaves=4 num_cat=0 split_feature=52 45 3 split_gain=11.4464 10.0445 3.52379 threshold=-0.37613999999999997 0.08179500000000002 0.10661500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047554949049797245 1.6197474833076312e-05 -0.00050645059724242401 -3.5153172793602255e-06 leaf_weight=11.36130937898997 221.23948605387704 6.2222568709403268 3.3881873264908782 leaf_count=287 2455 51 22 internal_value=0 1.85904e-06 -0.000367261 internal_weight=0 227.462 14.7495 internal_count=2815 2506 309 is_linear=0 shrinkage=0.000406297 Tree=3114 num_leaves=4 num_cat=0 split_feature=52 1 3 split_gain=11.7275 9.79979 3.50485 threshold=-0.37613999999999997 0.10100500000000003 0.10661500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049476283972280067 -6.1006596261367088e-05 0.00012484109877500507 -9.6796770070119796e-06 leaf_weight=11.688323663780464 155.9566686275648 75.092809640802443 3.4455396253615609 leaf_count=287 1904 602 22 internal_value=0 -5.99379e-07 -0.000384475 internal_weight=0 231.049 15.1339 internal_count=2815 2506 309 is_linear=0 shrinkage=0.000422711 Tree=3115 num_leaves=4 num_cat=0 split_feature=52 44 3 split_gain=11.4711 11.1377 3.64141 threshold=-0.37613999999999997 1.0000000180025095e-35 0.10661500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045811039716938751 1.5736280030025159e-05 -0.00051762782696660771 2.4475442908007077e-06 leaf_weight=11.42991422396153 223.01434321393026 6.1159483212977639 3.3940257653594008 leaf_count=287 2453 53 22 internal_value=0 1.45778e-06 -0.000352795 internal_weight=0 229.13 14.8239 internal_count=2815 2506 309 is_linear=0 shrinkage=0.00039052 Tree=3116 num_leaves=4 num_cat=0 split_feature=157 157 1 split_gain=8.79699 10.9095 8.9699 threshold=-0.084489999999999996 -0.07692499999999998 0.10859000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011093938636730033 0.0058439817085716569 -0.00043941450069624006 0.0037496442894426906 leaf_weight=9.9945940271136333 22.063188027823344 207.99098857864738 4.1530809849500647 leaf_count=201 122 2478 31 internal_value=0 0.000163625 -0.00673739 internal_weight=0 230.054 14.1477 internal_count=2832 2600 232 is_linear=0 shrinkage=0.00849974 Tree=3117 num_leaves=4 num_cat=0 split_feature=1456 401 3 split_gain=9.24567 9.03594 0.538391 threshold=-1.0000000180025095e-35 0.083660000000000026 -0.11112999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023138479664816508 2.4400374515242092e-05 -0.00037399642823494189 -0.00049643006474546622 leaf_weight=1.9210574598982928 229.83040266472381 11.546002607094122 7.3391102664172632 leaf_count=24 2316 244 248 internal_value=0 5.31538e-06 -0.000442035 internal_weight=0 241.376 9.26017 internal_count=2832 2560 272 is_linear=0 shrinkage=0.000439788 Tree=3118 num_leaves=4 num_cat=0 split_feature=1456 401 3 split_gain=9.10243 9.08053 0.577941 threshold=-1.0000000180025095e-35 0.083660000000000026 -0.11112999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021929959571494008 2.4565697790715041e-05 -0.00037398321996598064 -0.00049548617433193296 leaf_weight=1.8875996032729743 230.91252018872183 11.593894853722302 7.3243501988472399 leaf_count=24 2316 244 248 internal_value=0 5.48369e-06 -0.000439464 internal_weight=0 242.506 9.21195 internal_count=2832 2560 272 is_linear=0 shrinkage=0.000439788 Tree=3119 num_leaves=4 num_cat=0 split_feature=1456 401 3 split_gain=9.31716 8.9934 0.659575 threshold=-1.0000000180025095e-35 0.083660000000000026 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019798570993328861 2.1887465586580115e-05 -0.00037316886414348409 -0.00049710618974686284 leaf_weight=1.7931888392195103 232.08457155595534 11.688430500915272 7.6870273741660622 leaf_count=22 2316 244 250 internal_value=0 2.91756e-06 -0.000441039 internal_weight=0 243.773 9.48022 internal_count=2832 2560 272 is_linear=0 shrinkage=0.000439788 Tree=3120 num_leaves=4 num_cat=0 split_feature=52 147 4 split_gain=11.3102 11.8096 8.66475 threshold=-0.047784999999999987 0.086565000000000017 -0.4945199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036110223779526501 -0.0001182434264363073 0.00029151939735534639 0.00013797695783414218 leaf_weight=6.6708666654303661 143.36335415794747 13.757005691528319 87.861669252626598 leaf_count=87 1919 85 760 internal_value=0 -8.23347e-05 0.000102693 internal_weight=0 157.12 94.5325 internal_count=2851 2004 847 is_linear=0 shrinkage=0.000422711 Tree=3121 num_leaves=3 num_cat=0 split_feature=456 150 split_gain=7.71315 8.43553 threshold=-0.030409999999999996 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.008467962470200225 -0.00087096096634867246 0.0031423890108970586 leaf_weight=8.658807563595472 184.38653247163165 52.629037782549858 leaf_count=68 2435 348 internal_value=0 2.03801e-05 internal_weight=0 237.016 internal_count=2851 2783 is_linear=0 shrinkage=0.00884313 Tree=3122 num_leaves=4 num_cat=0 split_feature=52 147 4 split_gain=10.8437 10.9585 8.59474 threshold=-0.047784999999999987 0.086565000000000017 -0.4945199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.007182355597853244 -0.0023038085285611489 0.0056158201394591115 0.0027021935310608414 leaf_weight=6.5587383974343529 139.89296464953804 13.266328771598635 85.734410767443478 leaf_count=87 1919 85 760 internal_value=0 -0.00161721 0.00199842 internal_weight=0 153.159 92.2931 internal_count=2851 2004 847 is_linear=0 shrinkage=0.00833308 Tree=3123 num_leaves=4 num_cat=0 split_feature=52 147 4 split_gain=10.7068 11.1215 8.36322 threshold=-0.047784999999999987 0.086565000000000017 -0.4945199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036415946184438941 -0.00011759797744355618 0.00029143706523927294 0.00013688615350628401 leaf_weight=6.6452024877071372 143.1232214240008 13.506860461086033 87.724339473876171 leaf_count=87 1919 85 760 internal_value=0 -8.2294e-05 0.000101538 internal_weight=0 156.63 94.3695 internal_count=2851 2004 847 is_linear=0 shrinkage=0.000431165 Tree=3124 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=9.18678 17.6981 8.02987 threshold=-0.10072999999999999 -0.078914999999999985 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022474732709100342 -0.00025766008379302639 1.9135733116761582e-05 -0.00010836251199280649 leaf_weight=42.940475809853524 54.409892219176982 146.3291228559101 17.474459543824196 leaf_count=259 1157 1280 156 internal_value=0 -5.59066e-05 0.000128395 internal_weight=0 200.739 60.4149 internal_count=2852 2437 415 is_linear=0 shrinkage=0.000414422 Tree=3125 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=8.97274 14.1102 8.72998 threshold=-0.10072999999999999 -0.078914999999999985 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059383678789674803 -0.0061661070299264872 0.00034074888708311306 -0.0031204942978443778 leaf_weight=41.546366567257792 50.71647402329836 139.74582808493869 16.623797746840864 leaf_count=259 1157 1280 156 internal_value=0 -0.00139235 0.00334936 internal_weight=0 190.462 58.1702 internal_count=2852 2437 415 is_linear=0 shrinkage=0.0105684 Tree=3126 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=8.59078 13.6325 8.36059 threshold=-0.10072999999999999 -0.078914999999999985 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0064225195207091813 -0.0067177241766011994 0.00036780820965937787 -0.0033665882957283166 leaf_weight=41.46273966319859 50.249891569721512 139.73420821799664 16.631145649123937 leaf_count=259 1157 1280 156 internal_value=0 -0.00150677 0.0036199 internal_weight=0 189.984 58.0939 internal_count=2852 2437 415 is_linear=0 shrinkage=0.0116683 Tree=3127 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=8.22473 13.1692 8.00642 threshold=-0.10072999999999999 -0.078914999999999985 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0060467250316887456 -0.0063706379770402466 0.00034562594034507276 -0.0031619370103527691 leaf_weight=41.381388759240508 49.793177451880183 139.72285915788962 16.638580478727818 leaf_count=259 1157 1280 156 internal_value=0 -0.00141946 0.00340575 internal_weight=0 189.516 58.02 internal_count=2852 2437 415 is_linear=0 shrinkage=0.0112152 Tree=3128 num_leaves=3 num_cat=0 split_feature=1186 447 split_gain=10.45 10.4404 threshold=0.085080000000000003 0.084630000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.6662225304956894e-05 0.00046885364270889503 0.00029524579599129894 leaf_weight=227.7638533830177 7.9738547243177882 16.517715083435178 leaf_count=2673 62 115 internal_value=0 -4.21697e-05 internal_weight=0 244.282 internal_count=2850 2788 is_linear=0 shrinkage=0.000439788 Tree=3129 num_leaves=3 num_cat=0 split_feature=1186 447 split_gain=11.3314 9.17814 threshold=0.085080000000000003 0.084630000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014599523316479041 0.011729258398341311 0.0066335918514864181 leaf_weight=218.01516113540856 7.5203923229128113 15.465362454764543 leaf_count=2673 62 115 internal_value=0 -0.000923351 internal_weight=0 233.481 internal_count=2850 2788 is_linear=0 shrinkage=0.010158 Tree=3130 num_leaves=3 num_cat=0 split_feature=1186 447 split_gain=10.5506 8.88357 threshold=0.085080000000000003 0.084630000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.0400579613452385e-05 0.00047446395922685517 0.00027515102012982175 leaf_weight=222.72343116212869 7.6814891137182704 15.682621225714682 leaf_count=2673 62 115 internal_value=0 -3.83073e-05 internal_weight=0 238.406 internal_count=2850 2788 is_linear=0 shrinkage=0.000431165 Tree=3131 num_leaves=3 num_cat=0 split_feature=1186 447 split_gain=10.3271 8.92399 threshold=0.085080000000000003 0.084630000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.8348593768042795e-05 0.00046041039106336872 0.0002712142938163702 leaf_weight=222.43128153082216 7.6931143761612466 15.700069189071653 leaf_count=2673 62 115 internal_value=0 -3.66004e-05 internal_weight=0 238.131 internal_count=2850 2788 is_linear=0 shrinkage=0.000422711 Tree=3132 num_leaves=3 num_cat=0 split_feature=44 453 split_gain=12.0224 11.0146 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00082007129858872082 -0.01373993806593996 -0.012020727066982834 leaf_weight=228.59069762629224 6.3228441476821891 7.0880555035546413 leaf_count=2723 54 63 internal_value=0 0.000432941 internal_weight=0 235.679 internal_count=2840 2786 is_linear=0 shrinkage=0.010158 Tree=3133 num_leaves=3 num_cat=0 split_feature=44 481 split_gain=11.0178 10.7094 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041587934101266962 -0.00056318432643254689 3.8172535665686049e-05 leaf_weight=10.485316815436816 6.4499133396893731 230.77110087586334 leaf_count=291 54 2495 internal_value=0 1.84075e-05 internal_weight=0 241.256 internal_count=2840 2786 is_linear=0 shrinkage=0.000439788 Tree=3134 num_leaves=3 num_cat=0 split_feature=44 481 split_gain=11.205 11.0423 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00041115479960947835 -0.00055807302358711725 3.5960911009378098e-05 leaf_weight=10.719916405156253 6.4602218065410844 234.38237178267445 leaf_count=291 54 2495 internal_value=0 1.63751e-05 internal_weight=0 245.102 internal_count=2840 2786 is_linear=0 shrinkage=0.000431165 Tree=3135 num_leaves=3 num_cat=0 split_feature=44 481 split_gain=10.9337 10.5769 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040619910950056735 -0.00054939805898501955 3.6628761667099823e-05 leaf_weight=10.461976555641739 6.4765990292653433 231.47936882602517 leaf_count=291 54 2495 internal_value=0 1.74496e-05 internal_weight=0 241.941 internal_count=2840 2786 is_linear=0 shrinkage=0.000431165 Tree=3136 num_leaves=4 num_cat=0 split_feature=480 1456 15 split_gain=8.29569 8.18064 1.83499 threshold=0.08456000000000001 -1.0000000180025095e-35 -0.21242999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040602083649297265 -0.00010190001331175298 3.4990054313977729e-05 -0.00051540574311013368 leaf_weight=8.3989055222482403 2.9855205453932285 242.31104426563252 6.8758239042945188 leaf_count=258 17 2431 196 internal_value=0 2.01862e-05 -0.000390656 internal_weight=0 250.71 9.86134 internal_count=2902 2689 213 is_linear=0 shrinkage=0.000439788 Tree=3137 num_leaves=4 num_cat=0 split_feature=480 1456 15 split_gain=8.45354 8.19627 1.8912 threshold=0.08456000000000001 -1.0000000180025095e-35 -0.21242999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039739641183080557 -9.5987057920293508e-05 3.5414068171665141e-05 -0.00050564666783860051 leaf_weight=8.3948726124945079 3.0031375102698803 244.54334770492278 6.9892122761812043 leaf_count=258 17 2431 196 internal_value=0 2.10204e-05 -0.000382944 internal_weight=0 252.938 9.99235 internal_count=2902 2689 213 is_linear=0 shrinkage=0.000431165 Tree=3138 num_leaves=4 num_cat=0 split_feature=480 157 15 split_gain=8.51819 7.98339 1.5746 threshold=0.08456000000000001 -0.083944999999999978 -0.21242999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.007981890984167201 -0.0031999488917860267 0.00098828349063721571 -0.012903344788273527 leaf_weight=12.627550368488299 2.9057272151112556 232.8061463868944 6.7463463933672738 leaf_count=185 17 2504 196 internal_value=0 0.000526184 -0.00999425 internal_weight=0 245.434 9.65207 internal_count=2902 2689 213 is_linear=0 shrinkage=0.0109953 Tree=3139 num_leaves=4 num_cat=0 split_feature=480 1456 15 split_gain=8.24227 7.90081 1.58051 threshold=0.08456000000000001 -1.0000000180025095e-35 -0.21242999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0093681301440754934 -0.0028836674635778817 0.00081270991774557095 -0.011882983799547603 leaf_weight=8.115965075325219 2.9124623462557793 237.26618999347556 6.6174751637736318 leaf_count=258 17 2431 196 internal_value=0 0.000475278 -0.00914395 internal_weight=0 245.382 9.52994 internal_count=2902 2689 213 is_linear=0 shrinkage=0.010158 Tree=3140 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=12.5208 13.2076 threshold=0.27266500000000005 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0041050126311528885 -0.014412665736265404 -0.0011005963494771917 leaf_weight=89.595898484520148 6.4213043516501775 153.88682321825763 leaf_count=1074 49 1691 internal_value=0 0.000815117 internal_weight=0 243.483 internal_count=2814 2765 is_linear=0 shrinkage=0.0107797 Tree=3141 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=11.8389 11.6326 threshold=0.27266500000000005 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015456100373013046 -0.00057061642623672151 -4.1179509818987014e-05 leaf_weight=93.082052434969228 6.4679515422321847 159.00873420696007 leaf_count=1074 49 1691 internal_value=0 3.1102e-05 internal_weight=0 252.091 internal_count=2814 2765 is_linear=0 shrinkage=0.000439788 Tree=3142 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=12.0194 12.5837 threshold=0.27266500000000005 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0045995797347163948 -0.016271477189886637 -0.0012338479774335488 leaf_weight=89.719769591814838 6.3848380772396913 153.98774015437812 leaf_count=1074 49 1691 internal_value=0 0.000913893 internal_weight=0 243.708 internal_count=2814 2765 is_linear=0 shrinkage=0.0123825 Tree=3143 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=11.3767 10.7924 threshold=0.27266500000000005 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014802525675227594 -0.00055077998915723403 -3.736750997439424e-05 leaf_weight=92.490722213406116 6.388331147376447 158.18350875657052 leaf_count=1074 49 1691 internal_value=0 3.10425e-05 internal_weight=0 250.674 internal_count=2814 2765 is_linear=0 shrinkage=0.000431165 Tree=3144 num_leaves=4 num_cat=0 split_feature=3 49 157 split_gain=10.8663 21.7311 14.4245 threshold=-0.055119999999999995 -0.21083999999999997 -0.076719999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050505345521059924 0.0004076683802152469 -0.00014956159849625032 1.1829664129149695e-05 leaf_weight=10.187904385849832 20.528093175380491 123.50209372973768 102.43246444640681 leaf_count=37 89 2049 681 internal_value=0 -9.96114e-05 7.79674e-05 internal_weight=0 133.69 122.961 internal_count=2856 2086 770 is_linear=0 shrinkage=0.000431165 Tree=3145 num_leaves=4 num_cat=0 split_feature=4 1 403 split_gain=8.44851 12.5367 11.635 threshold=-0.076329999999999995 1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057486697901200237 -0.0056234307400300585 0.00027102907238600604 0.010841714237747806 leaf_weight=59.536626829998568 54.09218395355856 119.34599082637578 14.065409810049458 leaf_count=798 914 972 172 internal_value=0 -0.00156776 0.00253917 internal_weight=0 173.438 73.602 internal_count=2856 1886 970 is_linear=0 shrinkage=0.010158 Tree=3146 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=8.46906 8.3519 threshold=-0.40775499999999992 -0.055119999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013143282717222182 -0.0018899895598836506 0.0018890541687359536 leaf_weight=5.1966367610730222 124.61769354576245 116.96351922443137 leaf_count=107 1998 751 internal_value=0 -6.03299e-05 internal_weight=0 241.581 internal_count=2856 2749 is_linear=0 shrinkage=0.010158 Tree=3147 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=8.25815 7.9916 threshold=-0.40775499999999992 -0.055119999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013900800735872741 -0.0019633353209458641 0.0019619698187829399 leaf_weight=5.0984130417928091 124.45187203993555 116.83109167963266 leaf_count=107 1998 751 internal_value=0 -6.26671e-05 internal_weight=0 241.283 internal_count=2856 2749 is_linear=0 shrinkage=0.0107797 Tree=3148 num_leaves=4 num_cat=0 split_feature=403 1 15 split_gain=9.42613 10.2848 8.57904 threshold=-1.0000000180025095e-35 0.080320000000000016 0.10330500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012169763412376335 0.0020488084165981844 0.0023012196543846205 -0.0057633277221735653 leaf_weight=13.561397904995831 202.76614792051259 10.541230886476113 18.530927080195397 leaf_count=524 1918 171 223 internal_value=0 -0.0058441 0.0013942 internal_weight=0 24.1026 221.297 internal_count=2836 695 2141 is_linear=0 shrinkage=0.0109953 Tree=3149 num_leaves=4 num_cat=0 split_feature=403 1 15 split_gain=10.4086 10.509 8.47077 threshold=-1.0000000180025095e-35 0.080320000000000016 0.10330500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047630456754105819 7.8055462380089441e-05 8.1326584104995112e-05 -0.00022021238348756376 leaf_weight=14.597112364135684 210.87019204470562 11.011070742970331 19.304466005414724 leaf_count=524 1918 171 223 internal_value=0 -0.000236651 5.30239e-05 internal_weight=0 25.6082 230.175 internal_count=2836 695 2141 is_linear=0 shrinkage=0.000431165 Tree=3150 num_leaves=4 num_cat=0 split_feature=403 1 15 split_gain=9.83365 10.6877 8.19261 threshold=-1.0000000180025095e-35 0.080320000000000016 0.10330500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004670502072880004 7.447893796130639e-05 8.6971316373323147e-05 -0.00021436163376250462 leaf_weight=14.351053838967347 209.79472152591916 10.963452909607438 19.129528206307441 leaf_count=524 1918 171 223 internal_value=0 -0.000227224 5.03268e-05 internal_weight=0 25.3145 228.924 internal_count=2836 695 2141 is_linear=0 shrinkage=0.000422711 Tree=3151 num_leaves=4 num_cat=0 split_feature=403 1 15 split_gain=10.9839 10.2965 8.08515 threshold=-1.0000000180025095e-35 0.080320000000000016 0.10330500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048676726629338218 8.1092030778613181e-05 7.342470649684038e-05 -0.00021634874030868883 leaf_weight=14.738824010943064 211.32663785025943 11.125813347520305 19.270532551687211 leaf_count=524 1918 171 223 internal_value=0 -0.000245921 5.62197e-05 internal_weight=0 25.8646 230.597 internal_count=2836 695 2141 is_linear=0 shrinkage=0.000439788 Tree=3152 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=8.46493 15.7794 15.2065 threshold=-0.13112499999999996 0.092825000000000005 0.085835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028336757564239202 -8.42301690183986e-05 0.00028051265990995037 -9.6064984658924432e-05 leaf_weight=47.195789414923638 155.49607176205609 24.518685737857595 31.428583566565067 leaf_count=254 2204 217 162 internal_value=0 -3.45263e-05 0.00013171 internal_weight=0 180.015 78.6244 internal_count=2837 2421 416 is_linear=0 shrinkage=0.000422711 Tree=3153 num_leaves=3 num_cat=0 split_feature=1365 0 split_gain=8.59825 9.97521 threshold=1.0000000180025095e-35 -0.13112499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0048975739831272624 -0.014799782148070461 -0.00078562569761456971 leaf_weight=73.030902241822332 5.9030195577070108 171.80145419947803 leaf_count=398 56 2383 internal_value=0 0.000909862 internal_weight=0 244.832 internal_count=2837 2781 is_linear=0 shrinkage=0.0128828 Tree=3154 num_leaves=4 num_cat=0 split_feature=1456 15 160 split_gain=8.16722 10.7957 3.73971 threshold=1.0000000180025095e-35 -0.24219999999999997 -0.10712499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0085982011617841379 0.0018828268441202338 0.00017723680475348539 -0.012775788078836671 leaf_weight=18.39446079544723 2.632646712474525 222.07791301532416 7.362753445398992 leaf_count=228 48 2368 193 internal_value=0 0.000822013 -0.00891869 internal_weight=0 240.472 9.9954 internal_count=2837 2596 241 is_linear=0 shrinkage=0.0105684 Tree=3155 num_leaves=4 num_cat=0 split_feature=1456 15 3 split_gain=7.89067 10.4881 1.27132 threshold=1.0000000180025095e-35 -0.24219999999999997 -0.036619999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0088732711184577422 -0.012701253434559202 0.00018025707343200905 -0.0047363785554454009 leaf_weight=18.131535317283124 5.4922640613513067 222.08344503253466 4.385437948163597 leaf_count=228 207 2368 34 internal_value=0 0.000837063 -0.00918102 internal_weight=0 240.215 9.8777 internal_count=2837 2596 241 is_linear=0 shrinkage=0.0109953 Tree=3156 num_leaves=4 num_cat=0 split_feature=0 15 47 split_gain=9.505 13.0269 12.0626 threshold=-0.076734999999999984 0.091570000000000012 0.080860000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9249919319483418e-05 0.00016748551723321493 -0.000273931047236823 -0.00032904613593356746 leaf_weight=134.48061522049829 79.840945308795199 14.701974035240708 28.260397820733488 leaf_count=1626 704 245 255 internal_value=0 9.88012e-05 -7.30791e-05 internal_weight=0 94.5429 162.741 internal_count=2830 949 1881 is_linear=0 shrinkage=0.000431165 Tree=3157 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=9.37851 13.3651 12.976 threshold=-0.076734999999999984 -0.0043649999999999991 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0049070261455720476 0.0048804734506528724 0.0025587296262032616 -0.0080380853771816752 leaf_weight=98.427921464550309 76.842691480880603 58.665093840449117 14.092155770631505 leaf_count=1022 704 859 245 internal_value=0 -0.00211903 0.00287722 internal_weight=0 157.093 90.9348 internal_count=2830 1881 949 is_linear=0 shrinkage=0.0123825 Tree=3158 num_leaves=4 num_cat=0 split_feature=0 15 15 split_gain=8.96807 12.7731 12.4288 threshold=-0.076734999999999984 -0.0043649999999999991 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044322876553754614 0.0044126914900041621 0.0023080201942856458 -0.007287362868720091 leaf_weight=98.414454186160583 76.756723769940436 58.736686621094123 14.039034950779749 leaf_count=1022 704 859 245 internal_value=0 -0.00191306 0.00260245 internal_weight=0 157.151 90.7958 internal_count=2830 1881 949 is_linear=0 shrinkage=0.0114395 Tree=3159 num_leaves=4 num_cat=0 split_feature=0 47 15 split_gain=8.98666 12.2437 11.7212 threshold=-0.076734999999999984 0.080860000000000015 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7406255952471988e-05 0.00016527648325287951 -0.00033694317994649838 -0.00026466592785973016 leaf_weight=133.57539868063759 78.881447839783505 28.047900184523314 14.503650796366854 leaf_count=1626 704 255 245 internal_value=0 -7.28915e-05 9.84616e-05 internal_weight=0 161.623 93.3851 internal_count=2830 1881 949 is_linear=0 shrinkage=0.000439788 Tree=3160 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=8.36408 18.0077 17.5984 threshold=-0.13112499999999996 0.085835000000000009 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0077869470404314982 -0.0033712437506877024 -0.0044726089537827892 0.0074501474889220164 leaf_weight=43.839836588129401 146.67323351826053 27.66860680654645 24.882597994524986 leaf_count=244 2230 142 229 internal_value=0 0.00304346 -0.00180105 internal_weight=0 71.5084 171.556 internal_count=2845 386 2459 is_linear=0 shrinkage=0.0119017 Tree=3161 num_leaves=4 num_cat=0 split_feature=3 15 48 split_gain=8.11825 24.0782 10.3134 threshold=-0.059315 0.14875500000000003 0.086260000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043857316309934731 0.0049847547523534522 0.022077397121096201 -0.0034213239070578303 leaf_weight=115.18562357127666 79.188737491669599 6.7871198598295441 41.593584540300071 leaf_count=2025 546 24 250 internal_value=0 -0.00290998 0.00208989 internal_weight=0 121.973 120.782 internal_count=2845 2049 796 is_linear=0 shrinkage=0.0136713 Tree=3162 num_leaves=3 num_cat=0 split_feature=1186 12 split_gain=8.00395 9.77349 threshold=0.085080000000000003 0.084055000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016059970256377873 0.012220686522102037 -0.003786051158567838 leaf_weight=127.45991996955127 8.3611724562942964 106.54970215266803 leaf_count=915 71 1859 internal_value=0 -0.000849229 internal_weight=0 234.01 internal_count=2845 2774 is_linear=0 shrinkage=0.0131404 Tree=3163 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=7.83565 16.9326 16.8335 threshold=-0.13112499999999996 0.085835000000000009 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0072909754064120653 -0.0031507890974909942 -0.0041356194503126796 0.0070365426451703631 leaf_weight=43.587279695086181 145.90926129854051 27.768176258541644 24.820633633993566 leaf_count=244 2230 142 229 internal_value=0 0.00284437 -0.00166914 internal_weight=0 71.3555 170.73 internal_count=2845 386 2459 is_linear=0 shrinkage=0.0114395 Tree=3164 num_leaves=3 num_cat=0 split_feature=0 42 split_gain=8.10612 8.39602 threshold=0.17491000000000004 -0.11244999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012574490974071959 0.011952316155856015 -8.3206667900202703e-05 leaf_weight=9.2755661268020031 8.8785194121301156 227.96772593091009 leaf_count=153 32 2659 internal_value=0 -0.000572554 internal_weight=0 237.243 internal_count=2844 2812 is_linear=0 shrinkage=0.0128828 Tree=3165 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=7.90984 8.30721 threshold=0.17491000000000004 0.26746000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.6228512162076957e-06 0.00038824973087774446 -0.00025623660326003553 leaf_weight=220.89211863448145 8.9633959447965008 23.1880704164505 leaf_count=2487 32 325 internal_value=0 -1.56524e-05 internal_weight=0 244.08 internal_count=2844 2812 is_linear=0 shrinkage=0.000422711 Tree=3166 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=8.10191 8.08349 threshold=0.17491000000000004 0.26746000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.0337395811103349e-06 0.00039852407742944809 -0.00026141900045151078 leaf_weight=220.01334806467639 8.9656885610893351 23.016140634659678 leaf_count=2487 32 325 internal_value=0 -1.84086e-05 internal_weight=0 243.029 internal_count=2844 2812 is_linear=0 shrinkage=0.000431165 Tree=3167 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=7.80021 8.0946 threshold=0.17491000000000004 0.26746000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020953257994783662 0.011540066767177981 -0.0077373174844150554 leaf_weight=214.86021305021131 8.8151345821097475 22.577907449100167 leaf_count=2487 32 325 internal_value=0 -0.000546692 internal_weight=0 237.438 internal_count=2844 2812 is_linear=0 shrinkage=0.0126302 Tree=3168 num_leaves=4 num_cat=0 split_feature=480 38 52 split_gain=7.87707 8.12253 0.804603 threshold=0.086640000000000009 1.0000000180025095e-35 0.069415000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.926217375604629e-05 -0.00057191031935494474 -0.00040483132241973953 -0.00026709048037875635 leaf_weight=239.53182769648265 4.3461818838259196 8.6185987191274744 2.8110479256138206 leaf_count=2582 115 67 57 internal_value=0 1.41555e-05 -0.000453219 internal_weight=0 248.15 7.15723 internal_count=2821 2649 172 is_linear=0 shrinkage=0.000439788 Tree=3169 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=8.26684 11.8707 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0096958950142524893 -0.013075175215056608 -0.00050517562986310727 leaf_weight=22.617065606638789 8.3710191987920535 216.42983219516464 leaf_count=199 69 2553 internal_value=0 0.000460681 internal_weight=0 239.047 internal_count=2821 2752 is_linear=0 shrinkage=0.0134032 Tree=3170 num_leaves=4 num_cat=0 split_feature=480 15 52 split_gain=7.61047 6.97268 0.751235 threshold=0.086640000000000009 -0.24436499999999997 0.021625000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070350956612415527 -0.014283693438241728 -0.00018085526847681717 -0.0069944382398510639 leaf_weight=16.705147577915341 3.9126948051853097 223.64181920461124 2.9381349384784698 leaf_count=215 96 2434 76 internal_value=0 0.000321203 -0.0111857 internal_weight=0 240.347 6.85083 internal_count=2821 2649 172 is_linear=0 shrinkage=0.0107797 Tree=3171 num_leaves=4 num_cat=0 split_feature=480 38 52 split_gain=7.4429 7.59218 0.847164 threshold=0.086640000000000009 1.0000000180025095e-35 0.070495000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7468306330365576e-05 -0.00055709658518993577 -0.00038472633679108932 -0.00024647312281394606 leaf_weight=237.26638090203051 4.277472873684018 8.589389391243456 2.7127904486842453 leaf_count=2582 119 67 53 internal_value=0 1.30388e-05 -0.000437549 internal_weight=0 245.856 6.99026 internal_count=2821 2649 172 is_linear=0 shrinkage=0.000431165 Tree=3172 num_leaves=4 num_cat=0 split_feature=123 483 2 split_gain=9.49556 11.103 5.31558 threshold=1.0000000180025095e-35 0.080590000000000009 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6492661047153937e-06 -2.2499382891452291e-05 -0.00041560573043584857 0.00038829194693697629 leaf_weight=209.41452876117546 9.2687428207136708 13.448664018535053 17.748534695245326 leaf_count=2313 103 280 145 internal_value=0 -2.85422e-05 0.000247447 internal_weight=0 222.863 27.0173 internal_count=2841 2593 248 is_linear=0 shrinkage=0.000439788 Tree=3173 num_leaves=4 num_cat=0 split_feature=123 483 2 split_gain=9.15668 10.8521 5.53956 threshold=1.0000000180025095e-35 0.080590000000000009 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9640847778557352e-06 -3.1688119412270998e-05 -0.0003946605958873299 0.00037453362651651231 leaf_weight=210.04385174124036 9.1125449528917688 13.428738693241028 17.517598402686417 leaf_count=2313 103 280 145 internal_value=0 -2.65333e-05 0.000235606 internal_weight=0 223.473 26.6301 internal_count=2841 2593 248 is_linear=0 shrinkage=0.000422711 Tree=3174 num_leaves=4 num_cat=0 split_feature=123 483 2 split_gain=8.17102 10.997 5.65532 threshold=1.0000000180025095e-35 0.080590000000000009 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0935292573520423e-05 -0.0013202357874493099 -0.011108835069914218 0.010213601952681745 leaf_weight=204.53801089862827 8.8133762795478123 13.005270419525912 16.819778091274202 leaf_count=2313 103 280 145 internal_value=0 -0.00071292 0.00624992 internal_weight=0 217.543 25.6332 internal_count=2841 2593 248 is_linear=0 shrinkage=0.0116683 Tree=3175 num_leaves=4 num_cat=0 split_feature=123 483 2 split_gain=7.86696 10.6017 5.50822 threshold=1.0000000180025095e-35 0.080590000000000009 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7197017481954586e-05 -0.001480502153591909 -0.012575593229127057 0.011617507414942359 leaf_weight=204.53603124356596 8.8257189393043536 12.902027885778805 16.607474863529205 leaf_count=2313 103 280 145 internal_value=0 -0.000801035 0.00707459 internal_weight=0 217.438 25.4332 internal_count=2841 2593 248 is_linear=0 shrinkage=0.0134032 Tree=3176 num_leaves=4 num_cat=0 split_feature=13 39 4 split_gain=11.3456 14.9036 3.68723 threshold=-0.24242999999999995 0.0047850000000000011 -0.017314999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047699344757650179 -8.551820748042671e-05 0.00021844492353021867 0.00012677127538910586 leaf_weight=10.052009582519533 189.8896622955217 35.591429572552443 12.599751573055981 leaf_count=39 2402 308 111 internal_value=0 -3.75242e-05 0.000282458 internal_weight=0 225.481 22.6518 internal_count=2860 2710 150 is_linear=0 shrinkage=0.000431165 Tree=3177 num_leaves=3 num_cat=0 split_feature=0 1186 split_gain=10.2763 10.5101 threshold=0.15082000000000004 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012920454278327819 0.010614821119092661 0.013642775494669879 leaf_weight=220.5505620521144 12.179559297859667 7.1509134629741302 leaf_count=2740 58 62 internal_value=0 -0.000821916 internal_weight=0 227.701 internal_count=2860 2802 is_linear=0 shrinkage=0.0121397 Tree=3178 num_leaves=3 num_cat=0 split_feature=0 1186 split_gain=9.87123 9.98873 threshold=0.15082000000000004 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013947577738899345 0.011520890766121675 0.014630478230105229 leaf_weight=220.51487860968336 12.112850982230155 7.1970874704420558 leaf_count=2740 58 62 internal_value=0 -0.000887078 internal_weight=0 227.712 internal_count=2860 2802 is_linear=0 shrinkage=0.0134032 Tree=3179 num_leaves=4 num_cat=0 split_feature=376 13 133 split_gain=10.3103 11.3681 2.1697 threshold=0.048375000000000008 -0.094744999999999982 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015292784356838306 0.00014765052042492184 -8.4693223212571253e-05 0.00045534840544777448 leaf_weight=49.506871771067381 8.2973335217684525 182.18555688299239 9.5622747717425209 leaf_count=358 48 2351 103 internal_value=0 -3.39111e-05 0.000312706 internal_weight=0 231.692 17.8596 internal_count=2860 2709 151 is_linear=0 shrinkage=0.000439788 Tree=3180 num_leaves=4 num_cat=0 split_feature=156 1456 159 split_gain=8.79979 8.70946 7.01438 threshold=0.090135000000000007 1.0000000180025095e-35 0.087360000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001453076174365205 -0.015698314696753705 -0.012456116559889159 0.0002941707183831768 leaf_weight=215.73747018282302 10.746273138560356 8.3833033205009979 9.083374076522885 leaf_count=2320 175 239 86 internal_value=0 0.000931782 -0.00837939 internal_weight=0 224.121 19.8296 internal_count=2820 2559 261 is_linear=0 shrinkage=0.0134032 Tree=3181 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=8.80216 10.2744 8.86465 threshold=0.10100500000000003 -0.0043649999999999991 -0.17479499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017132726782182422 -0.00030481420753732992 4.6532179862300625e-05 0.00016983138235607246 leaf_weight=77.157938596326858 8.4543373789638263 91.503865099744871 74.827231236267835 leaf_count=930 93 1188 609 internal_value=0 -5.31404e-05 0.000121589 internal_weight=0 168.662 83.2816 internal_count=2820 2118 702 is_linear=0 shrinkage=0.000439788 Tree=3182 num_leaves=4 num_cat=0 split_feature=1 48 14 split_gain=8.89182 10.0013 9.74679 threshold=0.10100500000000003 0.12011000000000001 0.077685000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.2320729843124097e-05 0.000191512549805752 -0.00019064265358118766 -0.00058831564986509604 leaf_weight=163.01494675368303 67.727115674875677 15.660968756303189 6.0611643055453888 leaf_count=2036 616 86 82 internal_value=0 0.000119713 -5.23166e-05 internal_weight=0 83.3881 169.076 internal_count=2820 702 2118 is_linear=0 shrinkage=0.000431165 Tree=3183 num_leaves=4 num_cat=0 split_feature=156 481 159 split_gain=8.46561 8.539 6.85435 threshold=0.090135000000000007 -0.029924999999999997 0.087360000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012185445865425353 -0.014369503849492909 0.0012881688502532733 0.00027150747686528043 leaf_weight=7.4410615919623515 10.615595441078769 216.87309632916003 9.0950595410540682 leaf_count=256 175 2303 86 internal_value=0 0.000840216 -0.00762 internal_weight=0 224.314 19.7107 internal_count=2820 2559 261 is_linear=0 shrinkage=0.0123825 Tree=3184 num_leaves=4 num_cat=0 split_feature=131 12 51 split_gain=9.64906 9.84147 9.38253 threshold=0.08518000000000002 0.081025000000000014 0.11355500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8956768401109826e-05 0.00029152421872703159 -0.0003714809738525227 -0.00027794280943425811 leaf_weight=208.46224964328576 5.2242291201837388 20.221594436094165 15.558648693957364 leaf_count=2204 67 377 184 internal_value=0 -0.000235244 4.48423e-05 internal_weight=0 25.4458 224.021 internal_count=2832 444 2388 is_linear=0 shrinkage=0.000431165 Tree=3185 num_leaves=4 num_cat=0 split_feature=131 12 51 split_gain=9.60842 9.93423 9.31177 threshold=0.08518000000000002 0.081025000000000014 0.11355500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.482322402326428e-05 0.00028038813562751352 -0.00035812692203127658 -0.00026794154345213952 leaf_weight=209.00802230020054 5.2577917128801372 20.258553517982364 15.4957801780547 leaf_count=2204 67 377 184 internal_value=0 -0.000226446 4.18342e-05 internal_weight=0 25.5163 224.504 internal_count=2832 444 2388 is_linear=0 shrinkage=0.000414422 Tree=3186 num_leaves=4 num_cat=0 split_feature=131 12 51 split_gain=9.56638 9.95986 9.29352 threshold=0.08518000000000002 0.081025000000000014 0.11355500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8903590264620263e-05 0.00029251848543649706 -0.00037193106712361758 -0.00027729710744467016 leaf_weight=209.11466118460521 5.2794429715722826 20.151660236530006 15.463296375412027 leaf_count=2204 67 377 184 internal_value=0 -0.000233877 4.50444e-05 internal_weight=0 25.4311 224.578 internal_count=2832 444 2388 is_linear=0 shrinkage=0.000431165 Tree=3187 num_leaves=4 num_cat=0 split_feature=131 51 12 split_gain=9.4266 9.65962 9.10529 threshold=0.08518000000000002 0.11355500000000002 0.081025000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019925528407883585 0.0080919009213949265 -0.0082813864370736116 -0.010586813097623611 leaf_weight=203.50951387675013 5.0083826165646341 15.051718210161196 19.648518374655396 leaf_count=2204 67 184 377 internal_value=0 0.00128435 -0.00678941 internal_weight=0 218.561 24.6569 internal_count=2832 2388 444 is_linear=0 shrinkage=0.0123825 Tree=3188 num_leaves=4 num_cat=0 split_feature=13 13 48 split_gain=7.93222 10.578 8.99972 threshold=-0.094744999999999982 -0.022604999999999997 0.036755000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098811123200737323 -0.0068221337337776534 0.00082530554163323699 -0.0032741556889180588 leaf_weight=32.014354855054989 56.2055537836859 134.01711872819578 17.657894119154662 leaf_count=227 1200 1270 125 internal_value=0 -0.00143476 0.00520511 internal_weight=0 190.223 49.6722 internal_count=2822 2470 352 is_linear=0 shrinkage=0.0147982 Tree=3189 num_leaves=3 num_cat=0 split_feature=52 158 split_gain=7.60976 7.82868 threshold=-0.51745999999999992 0.084965000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013558517408044479 0.00092654503429661966 -0.0085829312834701712 leaf_weight=6.4533616517437613 218.37157620239304 14.723146814038044 leaf_count=208 2327 287 internal_value=0 0.000325237 internal_weight=0 233.095 internal_count=2822 2614 is_linear=0 shrinkage=0.0126302 Tree=3190 num_leaves=4 num_cat=0 split_feature=13 13 48 split_gain=7.59619 10.1314 8.6318 threshold=-0.094744999999999982 -0.022604999999999997 0.036755000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0095049420553522147 -0.0065654878304569836 0.00078814498504017666 -0.0031310951294998019 leaf_weight=31.893739581340924 55.872087300405838 133.92937779048225 17.672625379171222 leaf_count=227 1200 1270 125 internal_value=0 -0.001377 0.00500016 internal_weight=0 189.801 49.5664 internal_count=2822 2470 352 is_linear=0 shrinkage=0.0145081 Tree=3191 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.40665 7.78197 threshold=-0.51745999999999992 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01716795801463562 -0.0016062683123053527 0.0046712687792748427 leaf_weight=6.3027863731840617 158.21220578957582 74.516187792178243 leaf_count=208 2003 611 internal_value=0 0.000403924 internal_weight=0 232.728 internal_count=2822 2614 is_linear=0 shrinkage=0.0160181 Tree=3192 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=8.92159 8.96487 threshold=0.085080000000000003 -0.10575999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.4578112314586964e-05 0.00042159948650279116 -0.00011884705762320185 leaf_weight=92.736005428712815 7.881486806087195 152.32438734581228 leaf_count=533 59 2256 internal_value=0 -5.32202e-05 internal_weight=0 245.06 internal_count=2848 2789 is_linear=0 shrinkage=0.000439788 Tree=3193 num_leaves=3 num_cat=0 split_feature=1186 52 split_gain=9.32419 8.20589 threshold=0.085080000000000003 -0.41694999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013560369725270664 0.015714880251234718 3.7361777083755088e-05 leaf_weight=9.721224462031385 7.6682284204289308 228.10314742114861 leaf_count=270 59 2519 internal_value=0 -0.000519498 internal_weight=0 237.824 internal_count=2848 2789 is_linear=0 shrinkage=0.0145081 Tree=3194 num_leaves=4 num_cat=0 split_feature=133 1186 0 split_gain=8.85716 9.2505 0.280797 threshold=-0.26577499999999993 0.085080000000000003 -0.097709999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059348732956675894 -2.6836999571980185e-06 0.0004820681240266075 -0.00040820981015399698 leaf_weight=2.8793151308782399 237.38453896157444 7.5320517756044856 3.8299786574207237 leaf_count=44 2634 55 115 internal_value=0 1.22605e-05 -0.000489181 internal_weight=0 244.917 6.70929 internal_count=2848 2689 159 is_linear=0 shrinkage=0.000431165 Tree=3195 num_leaves=4 num_cat=0 split_feature=52 133 16 split_gain=8.93186 8.41376 0.980862 threshold=-0.41694999999999993 -0.26577499999999993 0.27822500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015763470726839015 -0.00049322453558406907 2.8283847455856134e-05 -0.0004866708324926759 leaf_weight=2.3062753770500404 6.1208370343083507 234.85404158849269 7.6065036508953199 leaf_count=74 146 2431 197 internal_value=0 1.49993e-05 -0.000410569 internal_weight=0 240.975 9.91278 internal_count=2848 2577 271 is_linear=0 shrinkage=0.000439788 Tree=3196 num_leaves=4 num_cat=0 split_feature=43 160 150 split_gain=9.4856 12.7949 12.2106 threshold=-0.074359999999999996 -1.0000000180025095e-35 0.083205000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012307099773161404 -0.00011484054621808645 0.00023067310036616718 0.00018722205099289368 leaf_weight=28.273601579770911 124.93433235411067 65.707717838347889 32.628514488693327 leaf_count=452 1543 669 185 internal_value=0 0.000124248 -5.22736e-05 internal_weight=0 93.9813 157.563 internal_count=2849 1121 1728 is_linear=0 shrinkage=0.000439788 Tree=3197 num_leaves=4 num_cat=0 split_feature=43 160 150 split_gain=9.66553 13.0584 12.8911 threshold=-0.074359999999999996 -1.0000000180025095e-35 0.083205000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012214294516753216 -0.00011584055100599181 0.00022637360152559814 0.00018727492517375471 leaf_weight=28.610337655234616 125.45669860485941 66.207801286014728 32.909946859348565 leaf_count=452 1543 669 185 internal_value=0 0.000121209 -5.28356e-05 internal_weight=0 94.8181 158.367 internal_count=2849 1121 1728 is_linear=0 shrinkage=0.000431165 Tree=3198 num_leaves=4 num_cat=0 split_feature=43 15 150 split_gain=10.3468 12.5853 11.3756 threshold=-0.074359999999999996 0.14875500000000003 0.083205000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030585439336740612 -0.0041145787742856129 0.024764201933191992 0.0064513542605755736 leaf_weight=83.840335414570291 121.15574682585429 7.1314429007470599 31.686192707158625 leaf_count=1096 1543 25 185 internal_value=0 0.00476493 -0.00192359 internal_weight=0 90.9718 152.842 internal_count=2849 1121 1728 is_linear=0 shrinkage=0.015704 Tree=3199 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=9.8864 12.5124 10.8907 threshold=-0.074359999999999996 0.099490000000000009 0.083205000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067657382770484747 -0.0039452424070799633 -0.010230576440840671 0.0062046464969862875 leaf_weight=79.237664527492598 121.10095142148202 11.777959078550337 31.577241987455636 leaf_count=1009 1543 112 185 internal_value=0 0.00456463 -0.00184551 internal_weight=0 91.0156 152.678 internal_count=2849 1121 1728 is_linear=0 shrinkage=0.0153961 Tree=3200 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=9.76249 8.3328 threshold=-0.50052499999999989 -0.00189 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.010605055090602108 -0.00011451749976904554 0.0078780530922172055 leaf_weight=13.310704750008879 202.7024696393637 24.218364604283124 leaf_count=123 2529 186 internal_value=0 0.000739089 internal_weight=0 226.921 internal_count=2838 2715 is_linear=0 shrinkage=0.0128828 Tree=3201 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=9.36547 8.02281 threshold=-0.50052499999999989 -0.00189 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012439517754156556 -0.00013379153604197174 0.0092670127849910303 leaf_weight=13.258414614014326 202.69967393868137 24.055412019137293 leaf_count=123 2529 186 internal_value=0 0.000864193 internal_weight=0 226.755 internal_count=2838 2715 is_linear=0 shrinkage=0.0153961 Tree=3202 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=10.2835 14.3292 11.1074 threshold=1.0000000180025095e-35 -0.40145499999999995 -0.082084999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010097331346530826 -0.0004271283505219907 0.00010334714848721113 -0.00023117820848897688 leaf_weight=29.433120260480791 10.515269816853104 151.36547281127423 57.471270777634345 leaf_count=393 133 1255 1057 internal_value=0 6.88428e-05 -0.000118686 internal_weight=0 161.881 86.9044 internal_count=2838 1388 1450 is_linear=0 shrinkage=0.000439788 Tree=3203 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=9.94948 14.9073 7.92894 threshold=0.27150500000000005 -0.097334999999999991 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052375239464323828 0.00031695338276124818 -5.7934841069406054e-05 -0.00018835519249230453 leaf_weight=8.8813311066478473 29.488887257408351 200.09248976956587 7.5272453911602488 leaf_count=38 290 2475 35 internal_value=0 -3.31677e-05 0.000214155 internal_weight=0 208.974 37.0161 internal_count=2838 2513 325 is_linear=0 shrinkage=0.000439788 Tree=3204 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=10.2267 11.6401 6.86786 threshold=0.28937500000000005 -0.091839999999999991 0.11362000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003874039503909616 0.00033044378870731754 -7.4510036514541638e-05 -0.00015874967198029427 leaf_weight=11.111359026283024 24.180330930277709 202.98874603613513 7.1901439949870101 leaf_count=55 254 2515 36 internal_value=0 -5.05052e-05 0.000218292 internal_weight=0 214.1 31.3705 internal_count=2860 2570 290 is_linear=0 shrinkage=0.000439788 Tree=3205 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=8.87463 10.2362 threshold=1.0000000180025095e-35 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00067033827261696387 -0.018271137055447691 0.016332777245552779 leaf_weight=223.33766414003912 6.4812358040362588 8.7013511662371439 leaf_count=2698 55 107 internal_value=0 -3.14384e-05 internal_weight=0 232.039 internal_count=2860 2805 is_linear=0 shrinkage=0.0153961 Tree=3206 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=9.7422 11.6708 6.34672 threshold=0.28937500000000005 -0.081029999999999977 0.11804000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034530027451151664 0.00032755198835447154 -7.5988340256379121e-05 -0.00013286755391097194 leaf_weight=13.566858146339653 23.481790931429718 199.20260653475998 7.6722303358837953 leaf_count=80 202 2490 88 internal_value=0 -4.90971e-05 0.000214154 internal_weight=0 212.769 31.154 internal_count=2860 2570 290 is_linear=0 shrinkage=0.000439788 Tree=3207 num_leaves=4 num_cat=0 split_feature=4 150 3 split_gain=8.67861 11.233 7.10551 threshold=0.28937500000000005 -0.091839999999999991 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012836487775655939 0.010707167789003198 -0.002329790745922248 -0.0058501447807695868 leaf_weight=10.824765481054781 23.006728366483006 197.45773486676626 7.1358528225682667 leaf_count=55 204 2515 86 internal_value=0 -0.00154047 0.00678622 internal_weight=0 208.283 30.1426 internal_count=2860 2570 290 is_linear=0 shrinkage=0.0145081 Tree=3208 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=9.71266 15.3749 9.32054 threshold=0.089825000000000002 0.092825000000000005 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047018933203188768 0.0056202599790518681 0.011961348045302118 -0.003908611004785633 leaf_weight=112.28813850320876 83.504122992279008 13.575299473013727 30.741462681442499 leaf_count=1653 811 146 243 internal_value=0 -0.0029031 0.00305598 internal_weight=0 125.863 114.246 internal_count=2853 1799 1054 is_linear=0 shrinkage=0.0147982 Tree=3209 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=9.30238 14.1942 8.93534 threshold=0.089825000000000002 -0.082084999999999977 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003958617760942096 0.0057358574574591387 -0.0068281937313667065 -0.0039756687223201533 leaf_weight=45.084180036908947 83.221086267381907 80.566468396049459 30.739152129739523 leaf_count=527 811 1272 243 internal_value=0 -0.00295781 0.00311608 internal_weight=0 125.651 113.96 internal_count=2853 1799 1054 is_linear=0 shrinkage=0.0153961 Tree=3210 num_leaves=3 num_cat=0 split_feature=147 52 split_gain=9.19619 11.0191 threshold=0.088565000000000019 -0.047784999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.003046442254244656 0.0091316391226417513 -0.0031331417104020296 leaf_weight=83.028683510841802 18.060477725230157 137.91958706307923 leaf_count=799 125 1929 internal_value=0 -0.000810894 internal_weight=0 220.948 internal_count=2853 2728 is_linear=0 shrinkage=0.0134032 Tree=3211 num_leaves=4 num_cat=0 split_feature=4 16 48 split_gain=8.87156 12.4254 8.689 threshold=0.28937500000000005 -0.34687499999999999 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012540774309132282 0.010857877651964047 -9.0691875010198253e-05 -0.0063469281813170091 leaf_weight=16.96110765542835 24.229758504312489 190.09172700048657 7.4514261521399012 leaf_count=143 264 2405 41 internal_value=0 -0.00111163 0.00680992 internal_weight=0 207.053 31.6812 internal_count=2853 2548 305 is_linear=0 shrinkage=0.0139447 Tree=3212 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=8.38345 8.19823 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029275809239605235 -0.00043182407992290004 4.1616666081093387e-05 leaf_weight=13.867004664149134 7.4507431993260971 232.06463391066063 leaf_count=435 58 2363 internal_value=0 2.27415e-05 internal_weight=0 245.932 internal_count=2856 2798 is_linear=0 shrinkage=0.000422711 Tree=3213 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=8.61217 7.78132 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.010324199562812808 -0.015778064010170258 0.0015783408439641912 leaf_weight=13.23884909879416 7.2426066612824789 223.01921637705527 leaf_count=435 58 2363 internal_value=0 0.000910595 internal_weight=0 236.258 internal_count=2856 2798 is_linear=0 shrinkage=0.0150942 Tree=3214 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=7.81765 7.76227 threshold=0.090240000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029406893825417165 -0.00042665666261949083 4.1983648091276549e-05 leaf_weight=13.514019879396072 7.3803313560783854 229.00431690143887 leaf_count=435 58 2363 internal_value=0 2.32359e-05 internal_weight=0 242.518 internal_count=2856 2798 is_linear=0 shrinkage=0.000431165 Tree=3215 num_leaves=3 num_cat=0 split_feature=1348 1375 split_gain=7.82585 10.1518 threshold=0.084895000000000012 -0.030214999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037863397298364989 0.00038292740169747501 1.4955213172697208e-05 leaf_weight=13.397231714799998 10.373231184668837 229.34736321668606 leaf_count=116 59 2681 internal_value=0 -6.7953e-06 internal_weight=0 242.745 internal_count=2856 2797 is_linear=0 shrinkage=0.000439788 Tree=3216 num_leaves=4 num_cat=0 split_feature=42 1374 12 split_gain=9.17435 6.53673 6.39522 threshold=-1.0000000180025095e-35 0.09309000000000002 0.012345000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.5937414346553595e-05 0.0023849433568018958 -0.015711999852540719 -0.014287238086637909 leaf_weight=19.33310337329749 194.65335118107032 6.7002055291086426 21.716585534333717 leaf_count=123 2035 47 654 internal_value=0 0.00178132 -0.00757375 internal_weight=0 201.354 41.0497 internal_count=2859 2082 777 is_linear=0 shrinkage=0.018039 Tree=3217 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=9.62817 16.5546 8.75152 threshold=1.0000000180025095e-35 -0.082084999999999977 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015942297945858641 -0.00032270421070644409 -0.00025390325599833758 9.3460081072029084e-05 leaf_weight=28.13102722261101 10.41724888095632 56.074452823319007 153.93842085218057 leaf_count=373 164 1072 1250 internal_value=0 -0.000115816 6.70482e-05 internal_weight=0 84.2055 164.356 internal_count=2859 1445 1414 is_linear=0 shrinkage=0.000439788 Tree=3218 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=9.61452 16.4987 8.81408 threshold=1.0000000180025095e-35 -0.082084999999999977 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015711082501931097 -0.00032544553140393079 -0.00025493591395087318 9.0827941173746214e-05 leaf_weight=28.157061410369352 10.485761385876684 56.446116820559837 155.07209196081385 leaf_count=373 164 1072 1250 internal_value=0 -0.000117797 6.44284e-05 internal_weight=0 84.6032 165.558 internal_count=2859 1445 1414 is_linear=0 shrinkage=0.000439788 Tree=3219 num_leaves=4 num_cat=0 split_feature=1 49 52 split_gain=9.3261 14.7108 8.70127 threshold=1.0000000180025095e-35 -0.4233599999999999 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00067877715221329718 -0.00031640784313269246 -0.00015493076614868419 8.8336061457215703e-05 leaf_weight=4.1193698272109023 10.53035144228488 79.983469688741025 154.3984571613837 leaf_count=11 164 1434 1250 internal_value=0 -0.000113951 6.24604e-05 internal_weight=0 84.1028 164.929 internal_count=2859 1445 1414 is_linear=0 shrinkage=0.000431165 Tree=3220 num_leaves=3 num_cat=0 split_feature=14 1186 split_gain=8.10396 7.8356 threshold=0.077685000000000018 0.083785000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00053262275749725477 -0.015603815186275374 0.015096984188867435 leaf_weight=220.65469755866798 8.2261235415935499 10.740425290539859 leaf_count=2641 105 72 internal_value=0 0.00120983 internal_weight=0 231.395 internal_count=2818 2713 is_linear=0 shrinkage=0.0166652 Tree=3221 num_leaves=3 num_cat=0 split_feature=14 1365 split_gain=7.8017 7.77212 threshold=0.077685000000000018 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016522005431027728 -0.015076385803282029 -0.017032466557128385 leaf_weight=225.3147287973552 8.160775014664976 6.084763888269662 leaf_count=2657 105 56 internal_value=0 0.00115951 internal_weight=0 231.399 internal_count=2818 2713 is_linear=0 shrinkage=0.0163385 Tree=3222 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=7.81786 8.30709 threshold=0.077685000000000018 -0.10433999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022857582701388138 -0.00039215496102481206 5.4335784891162902e-05 leaf_weight=21.156896453583613 8.4580320063978416 217.16975680796895 leaf_count=277 105 2436 internal_value=0 2.92047e-05 internal_weight=0 238.327 internal_count=2818 2713 is_linear=0 shrinkage=0.000431165 Tree=3223 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=7.50986 7.77113 threshold=0.077685000000000018 -0.10433999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0088125269258357043 -0.015451495344302292 0.0021487577251655941 leaf_weight=20.485798167297617 8.1028602793812734 211.03352032054681 leaf_count=277 105 2436 internal_value=0 0.00117821 internal_weight=0 231.519 internal_count=2818 2713 is_linear=0 shrinkage=0.0169985 Tree=3224 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=9.30529 20.9212 12.6638 threshold=1.0000000180025095e-35 0.091545000000000015 -0.42404999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0080266488376220784 -0.016126137284786773 0.012519513199806084 0.0029495700407431865 leaf_weight=71.939647784398403 9.0847996147349459 14.705035815946756 149.96545451320708 leaf_count=1332 131 140 1268 internal_value=0 -0.00453764 0.00185818 internal_weight=0 86.6447 159.05 internal_count=2871 1472 1399 is_linear=0 shrinkage=0.015704 Tree=3225 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=8.92057 20.0245 12.2032 threshold=1.0000000180025095e-35 0.091545000000000015 -0.42404999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085372360597230218 -0.017245768902123138 0.013193285773554171 0.0031238545673247567 leaf_weight=71.575024048914202 8.9903216389939171 14.765369256027041 149.83511210395955 leaf_count=1332 131 140 1268 internal_value=0 -0.00481893 0.0019689 internal_weight=0 86.3404 158.825 internal_count=2871 1472 1399 is_linear=0 shrinkage=0.0169985 Tree=3226 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=9.73401 18.631 11.9431 threshold=0.077800000000000022 0.091545000000000015 -0.42404999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021497829732160912 -0.00043543858461591402 0.00031938011941459613 8.4887693753215617e-05 leaf_weight=75.022355162422173 9.023820127360521 15.153783406130968 151.07062100735493 leaf_count=1355 129 141 1246 internal_value=0 -0.000125133 5.55108e-05 internal_weight=0 90.1761 160.094 internal_count=2871 1496 1375 is_linear=0 shrinkage=0.000439788 Tree=3227 num_leaves=4 num_cat=0 split_feature=1 48 4 split_gain=10.1586 18.666 11.9471 threshold=0.077800000000000022 0.091545000000000015 -0.42404999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021671894571154295 -0.00043343395678206725 0.00031689602163071187 8.5997356893152398e-05 leaf_weight=75.501438099599909 9.0559114050120098 15.219532027142121 152.24260465474799 leaf_count=1355 129 141 1246 internal_value=0 -0.000127151 5.67867e-05 internal_weight=0 90.721 161.299 internal_count=2871 1496 1375 is_linear=0 shrinkage=0.000439788 Tree=3228 num_leaves=3 num_cat=0 split_feature=453 454 split_gain=8.32345 10.227 threshold=0.093320000000000014 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00093606964930977748 -0.018940221606831925 0.020082897289862112 leaf_weight=235.67847095511388 5.8230943921953431 8.3272954449057561 leaf_count=2808 39 27 internal_value=0 0.00159102 internal_weight=0 244.006 internal_count=2874 2835 is_linear=0 shrinkage=0.0169985 Tree=3229 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=8.14154 8.41715 threshold=-0.4706749999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034698029024907894 -0.00042788361272290306 2.2278521806341286e-05 leaf_weight=13.343797617126254 7.644650660455226 235.16405815072358 leaf_count=83 44 2747 internal_value=0 8.07298e-06 internal_weight=0 242.809 internal_count=2874 2791 is_linear=0 shrinkage=0.000422711 Tree=3230 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=8.25533 8.87346 threshold=-0.4706749999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036163258220063842 -0.00024400904126398585 3.6684587784953979e-05 leaf_weight=13.530742284841834 24.14880559546873 220.71427318849601 leaf_count=83 677 2114 internal_value=0 8.98525e-06 internal_weight=0 244.863 internal_count=2874 2791 is_linear=0 shrinkage=0.000439788 Tree=3231 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=8.3224 8.19061 threshold=-0.4706749999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036195808699351873 -0.00043677953545895651 2.2451541412937251e-05 leaf_weight=13.535580065101383 7.7367761172354212 238.6485694492585 leaf_count=83 44 2747 internal_value=0 7.99845e-06 internal_weight=0 246.385 internal_count=2874 2791 is_linear=0 shrinkage=0.000439788 Tree=3232 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=9.67788 12.5266 threshold=0.078275000000000025 -0.11367499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016678233236970747 -0.00049769636929119479 -4.4219149178586033e-05 leaf_weight=82.969961372204125 6.9384991847909978 158.05715085292468 leaf_count=407 92 2319 internal_value=0 2.84224e-05 internal_weight=0 241.027 internal_count=2818 2726 is_linear=0 shrinkage=0.000439788 Tree=3233 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=9.46744 12.9964 threshold=1.0000000180025095e-35 -0.11367499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0066015882548810887 -0.021178909482572887 -0.001947430040373383 leaf_weight=81.703847684431821 5.906983512453734 154.54935571021633 leaf_count=444 52 2322 internal_value=0 0.00100939 internal_weight=0 236.253 internal_count=2818 2766 is_linear=0 shrinkage=0.0173385 Tree=3234 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=9.1509 11.0114 threshold=0.078275000000000025 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0051240679385622925 -0.018047601057001938 -0.0019280636458732514 leaf_weight=95.897453013341874 6.6735485387034705 139.31884705583798 leaf_count=513 92 2213 internal_value=0 0.000947266 internal_weight=0 235.216 internal_count=2818 2726 is_linear=0 shrinkage=0.0160181 Tree=3235 num_leaves=4 num_cat=0 split_feature=4 11 49 split_gain=9.89624 12.9573 8.67668 threshold=0.27150500000000005 0.080455000000000013 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5848050626270952e-06 0.00032740164693372795 -0.00052751395693559529 -0.00016101556934386841 leaf_weight=199.85787934297696 30.044687942136079 9.5476172291673702 9.1710643880069238 leaf_count=2342 283 132 61 internal_value=0 -2.75187e-05 0.000213157 internal_weight=0 209.405 39.2158 internal_count=2818 2474 344 is_linear=0 shrinkage=0.000439788 Tree=3236 num_leaves=3 num_cat=0 split_feature=1348 14 split_gain=8.32469 9.52632 threshold=0.084620000000000015 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00090106872096137251 0.018149813470600823 -0.02063442279647501 leaf_weight=226.32209032180253 9.110303243622182 7.1554269059561184 leaf_count=2716 55 96 internal_value=0 0.000239433 internal_weight=0 233.478 internal_count=2867 2812 is_linear=0 shrinkage=0.0183998 Tree=3237 num_leaves=4 num_cat=0 split_feature=158 1 1348 split_gain=8.24311 8.28167 7.32492 threshold=0.08413000000000001 0.098395000000000024 0.084620000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012201697003779673 -0.02268330503175723 0.0054214323164928991 0.019197758085972998 leaf_weight=216.42721172334859 10.637709544273095 6.3870907616801551 8.9814997008070332 leaf_count=2497 218 98 54 internal_value=0 -0.0121452 0.00193806 internal_weight=0 17.0248 225.409 internal_count=2867 316 2551 is_linear=0 shrinkage=0.019526 Tree=3238 num_leaves=4 num_cat=0 split_feature=158 156 12 split_gain=7.95231 7.05845 4.55729 threshold=0.08413000000000001 0.11659000000000001 -0.032329999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021462550266386068 0.0034477073502528414 -0.016581711789592338 -0.016070621058871144 leaf_weight=219.37924190034391 4.8454004582017687 5.9544016143772742 11.989183114957994 leaf_count=2439 65 112 251 internal_value=0 0.00165001 -0.0104552 internal_weight=0 225.334 16.8346 internal_count=2867 2551 316 is_linear=0 shrinkage=0.0169985 Tree=3239 num_leaves=3 num_cat=0 split_feature=1348 1456 split_gain=8.05428 9.68608 threshold=0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046168606990990154 0.0004190687967852872 1.7472993740441468e-05 leaf_weight=8.4338688307325338 9.2254225108772498 235.20547633781098 leaf_count=271 55 2541 internal_value=0 8.51451e-07 internal_weight=0 243.639 internal_count=2867 2812 is_linear=0 shrinkage=0.000439788 Tree=3240 num_leaves=3 num_cat=0 split_feature=39 1373 split_gain=8.34414 8.47794 threshold=-0.042029999999999991 0.089210000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045168480672383335 3.1640975411982625e-05 -0.00049092178603607332 leaf_weight=7.5252932426519683 231.74180140672252 6.1454907897859803 leaf_count=47 2744 40 internal_value=0 1.8103e-05 internal_weight=0 237.887 internal_count=2831 2784 is_linear=0 shrinkage=0.000439788 Tree=3241 num_leaves=3 num_cat=0 split_feature=39 484 split_gain=8.5627 8.24425 threshold=-0.042029999999999991 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045001941453536948 -0.00025695446919396986 4.0432685806715543e-05 leaf_weight=7.5083483099006108 18.791329698520713 220.15721207926981 leaf_count=47 436 2348 internal_value=0 1.7027e-05 internal_weight=0 238.949 internal_count=2831 2784 is_linear=0 shrinkage=0.000431165 Tree=3242 num_leaves=3 num_cat=0 split_feature=39 1373 split_gain=8.57266 8.40158 threshold=-0.042029999999999991 0.089210000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017448445388113593 0.0012434910284045812 -0.018563315778230307 leaf_weight=7.4210824044421306 226.66298119787825 6.0889821574091902 leaf_count=47 2744 40 internal_value=0 0.000723849 internal_weight=0 232.752 internal_count=2831 2784 is_linear=0 shrinkage=0.0166652 Tree=3243 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=8.33023 11.3729 threshold=0.26891500000000007 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014684552802145092 -0.020060457059418134 -0.00048048524327489226 leaf_weight=19.78646203642711 7.2077265791594973 213.2075738927233 leaf_count=154 62 2615 internal_value=0 0.000808467 internal_weight=0 232.994 internal_count=2831 2769 is_linear=0 shrinkage=0.0191431 Tree=3244 num_leaves=3 num_cat=0 split_feature=39 1456 split_gain=9.92328 9.03401 threshold=-0.042029999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02272976128010501 -0.017329222341842612 0.0013793259682767 leaf_weight=6.0217938832938662 8.703419942990875 226.41178292571567 leaf_count=46 272 2550 internal_value=0 0.000685428 internal_weight=0 235.115 internal_count=2868 2822 is_linear=0 shrinkage=0.018039 Tree=3245 num_leaves=3 num_cat=0 split_feature=39 1456 split_gain=9.03708 9.16001 threshold=-0.042029999999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052040106594379674 -0.0004194026563366153 3.0945698096304772e-05 leaf_weight=6.2515622414648524 9.0522474812460114 235.9250348159112 leaf_count=46 272 2550 internal_value=0 1.42733e-05 internal_weight=0 244.977 internal_count=2868 2822 is_linear=0 shrinkage=0.000439788 Tree=3246 num_leaves=3 num_cat=0 split_feature=39 49 split_gain=9.44995 8.75597 threshold=-0.042029999999999991 -0.14931499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020874573913991896 0.01182145913209697 -0.00033131447353300359 leaf_weight=6.0376942008733741 18.582740294281393 216.60892278311076 leaf_count=46 86 2736 internal_value=0 0.00062977 internal_weight=0 235.192 internal_count=2868 2822 is_linear=0 shrinkage=0.0169985 Tree=3247 num_leaves=4 num_cat=0 split_feature=1 484 3 split_gain=8.66885 10.6024 10.3293 threshold=0.099250000000000019 -1.0000000180025095e-35 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049978450229062746 0.00023104497704799746 -2.9008749812621346e-05 -7.9913326293497205e-05 leaf_weight=9.8331044929800537 54.798760994337499 152.09406764229061 33.146488875150681 leaf_count=385 524 1722 237 internal_value=0 -5.76524e-05 0.000113853 internal_weight=0 161.927 87.9452 internal_count=2868 2107 761 is_linear=0 shrinkage=0.000439788 Tree=3248 num_leaves=4 num_cat=0 split_feature=47 43 4 split_gain=8.33802 10.6129 10.4008 threshold=0.087850000000000025 -0.023454999999999997 0.0066400000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.2981757065055394e-05 3.7483894346967002e-05 -0.00042697802330756904 0.00015817867237046389 leaf_weight=139.07850173604675 17.980667448602617 20.184935388620943 66.755060755298473 leaf_count=1870 195 150 637 internal_value=0 -0.00020825 1.55092e-05 internal_weight=0 38.1656 205.834 internal_count=2852 345 2507 is_linear=0 shrinkage=0.000439788 Tree=3249 num_leaves=3 num_cat=0 split_feature=1456 47 split_gain=8.42237 7.58837 threshold=-1.0000000180025095e-35 0.087850000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047964314082080172 2.9391672539290328e-05 -0.0001890093420141653 leaf_weight=7.4134157309308639 200.13575158163439 36.340417000465095 leaf_count=272 2280 300 internal_value=0 -4.1836e-06 internal_weight=0 236.476 internal_count=2852 2580 is_linear=0 shrinkage=0.000439788 Tree=3250 num_leaves=4 num_cat=0 split_feature=47 43 403 split_gain=8.4928 10.5314 10.3282 threshold=0.087850000000000025 -0.023454999999999997 -0.088654999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039354387430295663 3.7216612197544399e-05 -0.00042603325732507458 4.2337652214526491e-05 leaf_weight=11.100555806304326 17.955054299440235 20.110566979274154 193.07183620962314 leaf_count=358 195 150 2149 internal_value=0 -0.000207615 1.86048e-05 internal_weight=0 38.0656 204.172 internal_count=2852 345 2507 is_linear=0 shrinkage=0.000439788 Tree=3251 num_leaves=4 num_cat=0 split_feature=47 43 403 split_gain=8.52223 10.8095 9.65236 threshold=0.087850000000000025 -0.023454999999999997 -0.092224999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019742307890800889 0.0018127190674371112 -0.019626023978700866 0.0017139930493716773 leaf_weight=8.6766214363742602 17.558571342844516 19.877637428697199 190.79067192296498 leaf_count=323 195 150 2184 internal_value=0 -0.00957489 0.000778866 internal_weight=0 37.4362 199.467 internal_count=2852 345 2507 is_linear=0 shrinkage=0.0199165 Tree=3252 num_leaves=4 num_cat=0 split_feature=133 160 42 split_gain=9.52197 9.91519 1.05926 threshold=-0.24395999999999998 -0.40187499999999993 -0.0053999999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011914580294648021 -0.019439530018112914 0.0015172499619329209 -0.025579104960559096 leaf_weight=3.2341301864944398 7.2640105281025162 231.72639665391762 4.0785085307434192 leaf_count=126 217 2481 55 internal_value=0 0.000878776 -0.0195825 internal_weight=0 238.99 7.31264 internal_count=2879 2698 181 is_linear=0 shrinkage=0.0176853 Tree=3253 num_leaves=4 num_cat=0 split_feature=133 52 4 split_gain=9.73289 8.84797 0.336016 threshold=-0.39975999999999995 0.16377000000000003 0.056815000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046361189146087252 4.3619366066911874e-05 -0.00025652561063563891 -0.00069017092031434767 leaf_weight=2.999471058137714 227.41023474175017 20.708604983636178 2.5450301761738956 leaf_count=124 2399 327 29 internal_value=0 1.85507e-05 -0.000569618 internal_weight=0 248.119 5.5445 internal_count=2879 2726 153 is_linear=0 shrinkage=0.000439788 Tree=3254 num_leaves=4 num_cat=0 split_feature=133 160 0 split_gain=9.77463 10.0978 0.297223 threshold=-0.39975999999999995 -0.40187499999999993 -0.10198999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00068614003995808904 -0.00047868416965615127 3.5140952735630771e-05 -0.0004720292773903834 leaf_weight=2.4136834950186312 7.611051906598731 242.59933679585811 3.2071741934632874 leaf_count=33 220 2506 120 internal_value=0 1.94758e-05 -0.000565983 internal_weight=0 250.21 5.62086 internal_count=2879 2726 153 is_linear=0 shrinkage=0.000439788 Tree=3255 num_leaves=4 num_cat=0 split_feature=133 160 42 split_gain=9.22047 9.63597 1.04851 threshold=-0.24395999999999998 -0.40187499999999993 -0.0053999999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012719561916389927 -0.020932722158019341 0.0016041589975559851 -0.027510873982585383 leaf_weight=3.2130769731593318 7.148055574274621 232.02477926400024 4.0157249702606341 leaf_count=126 217 2481 55 internal_value=0 0.000928992 -0.0209872 internal_weight=0 239.173 7.2288 internal_count=2879 2698 181 is_linear=0 shrinkage=0.0191431 Tree=3256 num_leaves=4 num_cat=0 split_feature=2 31 150 split_gain=12.4411 11.1577 9.72471 threshold=0.092340000000000019 -1.0000000180025095e-35 0.083680000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048325071369789696 4.4631345131634894e-05 -0.00011709156224418797 0.00035243218838107318 leaf_weight=6.0237441398203364 99.248024813074153 121.08530548179988 23.607289650477469 leaf_count=80 938 1629 167 internal_value=0 -8.85728e-05 0.000103822 internal_weight=0 127.109 122.855 internal_count=2814 1709 1105 is_linear=0 shrinkage=0.000431165 Tree=3257 num_leaves=4 num_cat=0 split_feature=2 4 150 split_gain=11.1243 11.1167 9.02871 threshold=0.092340000000000019 -0.077704999999999982 0.083680000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044406851665825427 0.0019268290502665918 -0.0075805857076969366 0.015125729016907246 leaf_weight=40.371669935528189 96.049415126559325 82.314331510628108 22.521359082311392 leaf_count=717 938 992 167 internal_value=0 -0.00362473 0.00443586 internal_weight=0 122.686 118.571 internal_count=2814 1709 1105 is_linear=0 shrinkage=0.0187678 Tree=3258 num_leaves=4 num_cat=0 split_feature=2 0 150 split_gain=11.6058 10.4572 9.06955 threshold=0.092340000000000019 -0.077944999999999987 0.083680000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016692544109587424 4.6375594957360026e-05 0.00011353706814622787 0.00035315945199524974 leaf_weight=89.313516200112645 98.147998508182354 36.089734106324613 22.99078783672303 leaf_count=1302 938 407 167 internal_value=0 -8.62063e-05 0.000104646 internal_weight=0 125.403 121.139 internal_count=2814 1709 1105 is_linear=0 shrinkage=0.000439788 Tree=3259 num_leaves=4 num_cat=0 split_feature=2 31 150 split_gain=11.4335 11.0068 9.43809 threshold=0.092340000000000019 -1.0000000180025095e-35 0.083680000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049323598505547292 4.5469551714074872e-05 -0.00011328926363208263 0.00035649692432016103 leaf_weight=6.061821437906473 98.97727668978041 119.84349593980005 23.298317033797503 leaf_count=80 938 1629 167 internal_value=0 -8.40172e-05 0.000104779 internal_weight=0 125.905 122.276 internal_count=2814 1709 1105 is_linear=0 shrinkage=0.000439788 Tree=3260 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=9.7767 9.95602 2.57655 threshold=-0.24219999999999997 -0.11532999999999999 -0.13643999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020227425147794163 -0.014083013984126676 0.00041605428576168077 0.0047504625771355525 leaf_weight=11.083446094766261 20.777993312571198 194.24679658503737 6.9536605519242576 leaf_count=149 220 2367 78 internal_value=0 -0.000986126 0.0142721 internal_weight=0 215.025 18.0371 internal_count=2814 2587 227 is_linear=0 shrinkage=0.0199165 Tree=3261 num_leaves=4 num_cat=0 split_feature=1 151 13 split_gain=11.4984 12.6927 8.37872 threshold=0.10100500000000003 0.086895000000000014 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010003071403721545 0.00027400198697620986 0.00041258427107309839 -2.8493298532984243e-06 leaf_weight=145.64291191240773 41.879873611498624 9.9639693098142725 42.680574707686901 leaf_count=2031 428 52 303 internal_value=0 -6.71599e-05 0.000134296 internal_weight=0 155.607 84.5604 internal_count=2814 2083 731 is_linear=0 shrinkage=0.000439788 Tree=3262 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=9.47179 9.52773 2.5613 threshold=-0.24219999999999997 -0.11532999999999999 -0.13643999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019375650900534051 -0.013251142192709743 0.00038935449237624987 0.0044806989700447476 leaf_weight=10.882890131324531 20.751350295497105 194.36716575291939 6.9369450206868342 leaf_count=149 220 2367 78 internal_value=0 -0.000927531 0.0135883 internal_weight=0 215.119 17.8198 internal_count=2814 2587 227 is_linear=0 shrinkage=0.0191431 Tree=3263 num_leaves=4 num_cat=0 split_feature=1 454 16 split_gain=11.3834 10.7183 8.8406 threshold=0.10100500000000003 1.0000000180025095e-35 0.13514000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4782462314171878e-05 0.00020730993465101154 0.00043357806340871356 -0.00013849521468226015 leaf_weight=147.45730737701524 66.087464770767838 7.8009724747389546 18.231067288666964 leaf_count=2059 551 24 180 internal_value=0 -6.81849e-05 0.000132527 internal_weight=0 155.258 84.3185 internal_count=2814 2083 731 is_linear=0 shrinkage=0.000439788 Tree=3264 num_leaves=4 num_cat=0 split_feature=1 12 48 split_gain=12.5744 12.331 5.79405 threshold=0.10413000000000001 0.10205000000000002 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0333691524211429e-05 0.00018977716194581358 -0.00052105383912871795 -0.00012373450864081872 leaf_weight=155.80157904478256 62.389479445293546 11.543952313775661 13.936074953526257 leaf_count=1963 554 236 72 internal_value=0 -8.2861e-05 0.000132517 internal_weight=0 167.346 76.3256 internal_count=2825 2199 626 is_linear=0 shrinkage=0.000439788 Tree=3265 num_leaves=4 num_cat=0 split_feature=1 12 48 split_gain=13.0538 12.4899 5.8392 threshold=0.10413000000000001 0.10205000000000002 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0191833242862465e-05 0.0001936193798880903 -0.00052206094882170683 -0.00012117402976154965 leaf_weight=156.40735790750477 62.513443117961287 11.639543509867506 13.923368565738199 leaf_count=1963 554 236 72 internal_value=0 -8.29308e-05 0.000136262 internal_weight=0 168.047 76.4368 internal_count=2825 2199 626 is_linear=0 shrinkage=0.000439788 Tree=3266 num_leaves=4 num_cat=0 split_feature=1 12 48 split_gain=10.7793 12.5452 6.16288 threshold=0.10413000000000001 0.10205000000000002 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020223306975114485 0.0081818326529007959 -0.023355329191057757 -0.0063953475629861369 leaf_weight=152.40982919966336 60.094418447464705 11.269762900716158 13.535117357969282 leaf_count=1963 554 236 72 internal_value=0 -0.00349372 0.00550119 internal_weight=0 163.68 73.6295 internal_count=2825 2199 626 is_linear=0 shrinkage=0.019526 Tree=3267 num_leaves=4 num_cat=0 split_feature=1 12 48 split_gain=11.4539 12.0781 6.04326 threshold=0.10413000000000001 0.10205000000000002 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7615633331690373e-05 0.00018591842755889143 -0.00051670490739543949 -0.00013589549019758145 leaf_weight=155.374331852654 61.529694008175284 11.376384311239233 13.805883537977932 leaf_count=1963 554 236 72 internal_value=0 -7.96742e-05 0.000126924 internal_weight=0 166.751 75.3356 internal_count=2825 2199 626 is_linear=0 shrinkage=0.000439788 Tree=3268 num_leaves=4 num_cat=0 split_feature=12 49 43 split_gain=8.94119 11.9899 9.6226 threshold=1.0000000180025095e-35 -0.44233499999999998 -0.042649999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027597877777668802 0.00063437570925472815 -0.00011491844639964354 -5.5492361141772117e-06 leaf_weight=33.788275929633528 4.2535181157290927 124.37962470133789 76.883499220246449 leaf_count=276 12 2051 473 internal_value=0 -9.0051e-05 8.04345e-05 internal_weight=0 128.633 110.672 internal_count=2812 2063 749 is_linear=0 shrinkage=0.000439788 Tree=3269 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=9.37183 14.9204 7.7716 threshold=0.10100500000000003 0.092825000000000005 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012598241987695513 0.00019693962544687783 0.00029669339402651281 -9.4208554858053576e-05 leaf_weight=135.00733290350763 57.850033063441515 18.329607002437115 25.553110322449356 leaf_count=1915 548 174 175 internal_value=0 -7.54259e-05 0.000107736 internal_weight=0 153.337 83.4031 internal_count=2812 2089 723 is_linear=0 shrinkage=0.000439788 Tree=3270 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=7.95378 15.1613 7.42401 threshold=0.10100500000000003 0.092825000000000005 0.08801500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005422791270606412 0.0084241668169798799 0.013697456821929249 -0.0044072485330307288 leaf_weight=132.15964728052495 55.738003360107541 17.941514959791675 24.840833152644336 leaf_count=1915 548 174 175 internal_value=0 -0.00313591 0.00446839 internal_weight=0 150.101 80.5788 internal_count=2812 2089 723 is_linear=0 shrinkage=0.019526 Tree=3271 num_leaves=4 num_cat=0 split_feature=1 12 150 split_gain=7.62111 9.32966 7.35174 threshold=0.10100500000000003 0.101205 0.075065000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00168009536733948 0.0010985162404092393 -0.020163303143629987 0.015472305956746207 leaf_weight=137.6473854103242 60.963250602129847 12.256869540433398 19.327159164473414 leaf_count=1832 546 257 177 internal_value=0 -0.00319374 0.00456137 internal_weight=0 149.904 80.2904 internal_count=2812 2089 723 is_linear=0 shrinkage=0.0203148 Tree=3272 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=8.5241 10.8931 4.41375 threshold=0.13038500000000003 0.10712000000000001 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9931463298072721e-06 0.00053602990645193862 -0.00042041797835593649 0.00012516571602776372 leaf_weight=213.01644711976405 7.338287697639319 11.849827162222935 14.373530711513011 leaf_count=2446 117 212 103 internal_value=0 -1.84059e-05 0.000264381 internal_weight=0 224.866 21.7118 internal_count=2878 2658 220 is_linear=0 shrinkage=0.000431165 Tree=3273 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=8.406 10.9768 4.51844 threshold=0.13038500000000003 0.10712000000000001 -0.040769999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1842125655684548e-06 0.00055154710385054166 -0.00042904476366962651 0.00012558625683574881 leaf_weight=212.5471538414713 7.2679002550430623 11.870450188056564 14.254997722804545 leaf_count=2446 117 212 103 internal_value=0 -1.78186e-05 0.000269787 internal_weight=0 224.418 21.5229 internal_count=2878 2658 220 is_linear=0 shrinkage=0.000439788 Tree=3274 num_leaves=3 num_cat=0 split_feature=1212 403 split_gain=8.46138 8.59594 threshold=-1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046565071183838399 -0.00036769574233985861 3.6979656429881398e-05 leaf_weight=6.8468649853020898 10.171913332655093 229.74573903833516 leaf_count=209 345 2324 internal_value=0 1.97945e-05 internal_weight=0 239.918 internal_count=2878 2669 is_linear=0 shrinkage=0.000431165 Tree=3275 num_leaves=3 num_cat=0 split_feature=1212 403 split_gain=8.49101 8.64222 threshold=-1.0000000180025095e-35 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047524236565442673 -0.0003758170494884232 3.7078455673336581e-05 leaf_weight=6.8831543661653987 10.221777487080542 230.19087296701036 leaf_count=209 345 2324 internal_value=0 1.94947e-05 internal_weight=0 240.413 internal_count=2878 2669 is_linear=0 shrinkage=0.000439788 Tree=3276 num_leaves=3 num_cat=0 split_feature=1186 1 split_gain=10.0356 7.84535 threshold=0.085080000000000003 0.13601500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.5693031870999151e-05 0.00048013989063998091 0.00027695589667448082 leaf_weight=218.78423870936967 7.8686979655176392 15.597377435769884 leaf_count=2613 62 167 internal_value=0 -2.42009e-05 internal_weight=0 234.382 internal_count=2842 2780 is_linear=0 shrinkage=0.000439788 Tree=3277 num_leaves=3 num_cat=0 split_feature=1186 160 split_gain=10.3579 6.549 threshold=0.085080000000000003 -0.20907999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015000967414941948 0.023239838191926328 -0.00025132533533776331 leaf_weight=13.733438455907161 7.7173104723915449 214.8763729557395 leaf_count=313 62 2467 internal_value=0 -0.00113857 internal_weight=0 228.61 internal_count=2842 2780 is_linear=0 shrinkage=0.0207211 Tree=3278 num_leaves=3 num_cat=0 split_feature=1186 1 split_gain=9.32694 7.91633 threshold=0.085080000000000003 0.13601500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.6877532479134114e-05 0.00045687094468568239 0.00027547646603129128 leaf_weight=220.27055765944533 8.0033674128353578 15.772123134694992 leaf_count=2613 62 167 internal_value=0 -2.53176e-05 internal_weight=0 236.043 internal_count=2842 2780 is_linear=0 shrinkage=0.000439788 Tree=3279 num_leaves=3 num_cat=0 split_feature=1186 39 split_gain=9.84685 7.35769 threshold=0.085080000000000003 -0.042029999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019808387206810385 0.022163098655489568 -0.00038324430026872983 leaf_weight=8.33308306802064 7.7499804627150288 220.33268321555806 leaf_count=55 62 2725 internal_value=0 -0.00109273 internal_weight=0 228.666 internal_count=2842 2780 is_linear=0 shrinkage=0.0203148 Tree=3280 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=11.6418 18.3701 10.4099 threshold=-0.077944999999999987 -0.10072999999999999 -0.074204999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023900528106573361 0.013245211641885999 -0.01161022575056456 -1.7868276720561178e-05 leaf_weight=95.352619912941009 41.088300299132243 57.124341717513744 50.011894686380401 leaf_count=569 381 1252 621 internal_value=0 -0.00285584 0.00596561 internal_weight=0 152.477 91.1002 internal_count=2823 1821 1002 is_linear=0 shrinkage=0.019526 Tree=3281 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=11.1428 17.6946 9.97412 threshold=-0.077944999999999987 -0.10072999999999999 -0.074204999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026325988101745614 0.014607786263763099 -0.01287931516293473 -1.9671606613592967e-05 leaf_weight=95.303578777238727 41.016157237812877 56.69671781786019 50.011899646604434 leaf_count=569 381 1252 621 internal_value=0 -0.0031543 0.00657297 internal_weight=0 152 91.0281 internal_count=2823 1821 1002 is_linear=0 shrinkage=0.0219894 Tree=3282 num_leaves=4 num_cat=0 split_feature=0 0 159 split_gain=10.6647 17.0669 9.89769 threshold=-0.077944999999999987 -0.098479999999999984 -0.032069999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022000942567503095 -0.017326246531435864 -0.013033803171537444 0.0084428764748830931 leaf_weight=99.491958074271679 7.5366951799951485 52.042748598265462 83.42246309760958 leaf_count=604 152 1217 850 internal_value=0 -0.00303278 0.00630451 internal_weight=0 151.535 90.9592 internal_count=2823 1821 1002 is_linear=0 shrinkage=0.0215583 Tree=3283 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=10.3561 10.7185 2.88187 threshold=-0.16826999999999998 0.0095750000000000019 -0.12877499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010749454284628019 -6.0517829065692573e-05 0.0002116286544198253 0.0004143896088383925 leaf_weight=10.42400890402496 192.03710744949058 32.747511240653694 13.725264359731225 leaf_count=75 2365 299 84 internal_value=0 -2.08558e-05 0.000282108 internal_weight=0 224.785 24.1493 internal_count=2823 2664 159 is_linear=0 shrinkage=0.000439788 Tree=3284 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=8.12074 11.5631 9.77938 threshold=0.099325000000000011 -0.16295499999999999 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035882902852825746 0.00016139861015652002 -0.00010067055026171004 -0.00024700938182037276 leaf_weight=11.402348576579241 74.700670725665987 145.97963884251658 13.351357376202939 leaf_count=53 653 2035 88 internal_value=0 -6.73403e-05 9.94315e-05 internal_weight=0 157.382 88.052 internal_count=2829 2088 741 is_linear=0 shrinkage=0.000439788 Tree=3285 num_leaves=4 num_cat=0 split_feature=150 151 1 split_gain=8.36495 12.3214 9.56383 threshold=0.082085000000000019 -0.051109999999999996 0.12856000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0040809934970000719 0.015050292396104684 -0.0062604503090099677 0.011586711747276251 leaf_weight=165.71114733588183 32.711961534339935 19.232488058507442 19.427542939782143 leaf_count=2280 232 127 190 internal_value=0 0.00716057 -0.00243588 internal_weight=0 51.9444 185.139 internal_count=2829 359 2470 is_linear=0 shrinkage=0.0211355 Tree=3286 num_leaves=4 num_cat=0 split_feature=150 151 1 split_gain=8.01675 11.8487 9.17488 threshold=0.082085000000000019 -0.051109999999999996 0.12856000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0040729205511821406 0.015095903883238388 -0.0062353999722139699 0.011620638377250733 leaf_weight=165.56389025785029 32.521766892168671 19.254392338916659 19.316669001244009 leaf_count=2280 232 127 190 internal_value=0 0.0071639 -0.0024322 internal_weight=0 51.7762 184.881 internal_count=2829 359 2470 is_linear=0 shrinkage=0.0215583 Tree=3287 num_leaves=4 num_cat=0 split_feature=150 151 1 split_gain=7.68247 11.3925 8.80116 threshold=0.082085000000000019 -0.051109999999999996 0.12856000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0036815898395812698 0.013712347250732011 -0.0056251289993827823 0.010554856213649594 leaf_weight=165.42041199334199 32.337147059384733 19.275870130397379 19.208469855599105 leaf_count=2280 232 127 190 internal_value=0 0.00649099 -0.00219952 internal_weight=0 51.613 184.629 internal_count=2829 359 2470 is_linear=0 shrinkage=0.0199165 Tree=3288 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=8.918 7.61998 threshold=0.073890000000000011 0.11978500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.829281571358954e-05 -0.00045190983009219719 -0.00025668903906656492 leaf_weight=227.34587022993946 7.3951884764246634 15.874531074427066 leaf_count=2652 96 100 internal_value=0 3.7716e-05 internal_weight=0 243.22 internal_count=2848 2752 is_linear=0 shrinkage=0.000439788 Tree=3289 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=9.07608 7.78234 threshold=0.073890000000000011 0.11978500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.8362555128179313e-05 -0.00045849087673379134 -0.00026212029610028249 leaf_weight=225.13413326512091 7.3344309274107209 15.65658187959343 leaf_count=2652 96 100 internal_value=0 3.75051e-05 internal_weight=0 240.791 internal_count=2848 2752 is_linear=0 shrinkage=0.000439788 Tree=3290 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=8.71908 7.54312 threshold=0.073890000000000011 0.11978500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.4969370079380798e-05 -0.00044268840276076772 -0.00025395399844898442 leaf_weight=225.54011532879667 7.3046998381614676 15.698988110292701 leaf_count=2652 96 100 internal_value=0 3.48472e-05 internal_weight=0 241.239 internal_count=2848 2752 is_linear=0 shrinkage=0.000431165 Tree=3291 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=8.90949 8.08695 threshold=0.073890000000000011 0.11978500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0028200141765175116 -0.021704573765935629 -0.012748347177539573 leaf_weight=219.16147678223206 7.1143205156549802 15.309083021944387 leaf_count=2652 96 100 internal_value=0 0.00180257 internal_weight=0 234.471 internal_count=2848 2752 is_linear=0 shrinkage=0.0207211 Tree=3292 num_leaves=4 num_cat=0 split_feature=42 156 13 split_gain=14.7592 13.3749 9.14614 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.24921999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038037605545865907 0.00028910979221716829 0.00022986670878404395 -3.0680552814950672e-06 leaf_weight=32.433722357149236 22.37411889526993 8.3925954115111363 180.13734436198138 leaf_count=717 154 68 1905 internal_value=0 -0.000254881 2.92369e-05 internal_weight=0 40.8263 202.511 internal_count=2844 785 2059 is_linear=0 shrinkage=0.000431165 Tree=3293 num_leaves=4 num_cat=0 split_feature=42 156 1375 split_gain=14.453 13.2409 9.12366 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=-0.01881020748763329 -0.015911505305998833 0.011306419831660346 0.0026367362979250598 leaf_weight=31.338653251295909 12.640422479249535 8.2196950318757427 184.47376799676567 leaf_count=717 119 68 1940 internal_value=0 -0.0125499 0.00144586 internal_weight=0 39.5583 197.114 internal_count=2844 785 2059 is_linear=0 shrinkage=0.0211355 Tree=3294 num_leaves=4 num_cat=0 split_feature=42 156 1375 split_gain=13.9211 12.7764 8.72146 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=-0.018196562717011238 -0.015254342012907507 0.010872417434951006 0.0025271531066809261 leaf_weight=31.051456325280014 12.636990819126366 8.1929206042550486 184.46713833184913 leaf_count=717 119 68 1940 internal_value=0 -0.0121256 0.00138576 internal_weight=0 39.2444 197.104 internal_count=2844 785 2059 is_linear=0 shrinkage=0.0207211 Tree=3295 num_leaves=4 num_cat=0 split_feature=42 156 13 split_gain=13.4066 12.326 8.64308 threshold=-1.0000000180025095e-35 0.050840000000000003 -0.24921999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018676829589290338 0.014231401755668583 0.011094172844327323 -0.000179905970400948 leaf_weight=30.772675968764815 21.719790960662067 8.1668441335204971 175.37548994575627 leaf_count=717 154 68 1905 internal_value=0 -0.0124305 0.00140944 internal_weight=0 38.9395 197.095 internal_count=2844 785 2059 is_linear=0 shrinkage=0.0215583 Tree=3296 num_leaves=4 num_cat=0 split_feature=123 1456 133 split_gain=9.58888 8.72798 4.43206 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023158296459026909 0.0037502164761259635 -0.026482459149007966 0.023185485650235288 leaf_weight=203.61205436225282 14.035967813339086 7.4733190194237968 9.5140326791442913 leaf_count=2395 131 241 114 internal_value=0 -0.00317375 0.0116143 internal_weight=0 211.085 23.55 internal_count=2881 2636 245 is_linear=0 shrinkage=0.0219894 Tree=3297 num_leaves=4 num_cat=0 split_feature=123 1456 2 split_gain=10.2918 9.04533 3.76641 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5481510495250958e-05 -1.8090390112930147e-06 -0.00053006831558032356 0.00036247754912219053 leaf_weight=210.13630460103741 8.3270086264237779 7.7052956457482642 16.089022248052061 leaf_count=2395 104 241 141 internal_value=0 -6.26668e-05 0.000238334 internal_weight=0 217.842 24.416 internal_count=2881 2636 245 is_linear=0 shrinkage=0.000439788 Tree=3298 num_leaves=4 num_cat=0 split_feature=123 1456 133 split_gain=9.23553 8.55129 4.37605 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021756528195819723 0.0035380896470238441 -0.025376067321977891 0.022204225776910946 leaf_weight=203.68708611099282 14.020878885872664 7.3342896879184982 9.3440695700701308 leaf_count=2395 131 241 114 internal_value=0 -0.00298423 0.0110151 internal_weight=0 211.021 23.3649 internal_count=2881 2636 245 is_linear=0 shrinkage=0.0211355 Tree=3299 num_leaves=4 num_cat=0 split_feature=123 1456 133 split_gain=9.55309 8.475 4.25881 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.4336621559603663e-05 8.129445807381614e-05 -0.00052379024829106999 0.00046066240223654494 leaf_weight=208.02492251206422 14.402280927635731 7.3650470083812243 9.490082126343621 leaf_count=2395 131 241 114 internal_value=0 -6.0776e-05 0.000232227 internal_weight=0 215.39 23.8924 internal_count=2881 2636 245 is_linear=0 shrinkage=0.000439788 Tree=3300 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=10.2775 10.9245 7.08833 threshold=-0.091924999999999993 0.0047850000000000011 0.084845000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025305351581709459 -9.6002515620152647e-05 0.00019812287987461724 -0.00013540475990670334 leaf_weight=41.491461551282555 159.47248061024584 28.82283056084998 11.617812325712292 leaf_count=283 2152 278 127 internal_value=0 -5.09645e-05 0.000168059 internal_weight=0 188.295 53.1093 internal_count=2840 2430 410 is_linear=0 shrinkage=0.000439788 Tree=3301 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=10.3845 9.68762 6.93949 threshold=-0.091924999999999993 0.0047850000000000011 0.084845000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012889265087663568 -0.0046797971706461052 0.0094656976024291867 -0.0065595652866601026 leaf_weight=40.427865194156766 154.3406070403289 27.577292820438743 11.35014945687726 leaf_count=283 2152 278 127 internal_value=0 -0.00253469 0.00862508 internal_weight=0 181.918 51.778 internal_count=2840 2430 410 is_linear=0 shrinkage=0.0219894 Tree=3302 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=10.2682 10.5559 6.61385 threshold=-0.091924999999999993 0.0047850000000000011 0.084845000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024912134085251639 -9.5878919272521392e-05 0.00019437278274440524 -0.00012417136779588071 leaf_weight=41.618617895059288 159.21342411637306 28.566680525662377 11.763571956194935 leaf_count=283 2152 278 127 internal_value=0 -5.17081e-05 0.000166846 internal_weight=0 187.78 53.3822 internal_count=2840 2430 410 is_linear=0 shrinkage=0.000439788 Tree=3303 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=10.3589 10.8488 6.9386 threshold=-0.091924999999999993 0.0047850000000000011 0.084845000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00025111096450435293 -9.5938470659754878e-05 0.00019585145866585622 -0.0001320327067458816 leaf_weight=41.985536822117865 160.3796009865473 29.100669382722117 11.671907974872736 leaf_count=283 2152 278 127 internal_value=0 -5.11097e-05 0.00016775 internal_weight=0 189.48 53.6574 internal_count=2840 2430 410 is_linear=0 shrinkage=0.000439788 Tree=3304 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=8.53301 10.025 3.98364 threshold=0.12700000000000003 0.12663000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012178582153460848 0.024882402041673236 -0.027043119419392837 0.0052171576094282709 leaf_weight=205.7683457833482 7.8338491343893137 7.5152567243203512 13.657041272614149 leaf_count=2562 141 60 115 internal_value=0 -0.00213018 0.0124012 internal_weight=0 213.284 21.4909 internal_count=2878 2622 256 is_linear=0 shrinkage=0.0219894 Tree=3305 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=8.20785 9.60126 3.93221 threshold=0.12700000000000003 0.12663000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011673458149010774 0.024279715286928481 -0.025966983736350629 0.0050100644070037396 leaf_weight=205.74313401605468 7.6960002724081304 7.5016951391007742 13.630684648407621 leaf_count=2562 141 60 115 internal_value=0 -0.00204201 0.0119793 internal_weight=0 213.245 21.3267 internal_count=2878 2622 256 is_linear=0 shrinkage=0.0215583 Tree=3306 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=7.82721 8.3604 threshold=-1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024794327592416197 -0.0063332490878883207 0.0021829390940583757 leaf_weight=5.6348057070281348 96.129656563745812 132.60990286059678 leaf_count=80 1507 1291 internal_value=0 -0.00139629 internal_weight=0 228.74 internal_count=2878 2798 is_linear=0 shrinkage=0.0219894 Tree=3307 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=7.87295 9.23943 3.88973 threshold=0.12700000000000003 0.12663000000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011213356137529135 0.024195851073581603 -0.025472783965776936 0.0049004192603983344 leaf_weight=205.39209905499592 7.5507402899675098 7.4870599452406159 13.578150991816072 leaf_count=2562 141 60 115 internal_value=0 -0.00197999 0.0118116 internal_weight=0 212.879 21.1289 internal_count=2878 2622 256 is_linear=0 shrinkage=0.0215583 Tree=3308 num_leaves=3 num_cat=0 split_feature=151 14 split_gain=6.78324 10.4562 threshold=0.086895000000000014 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8723227469698727e-05 0.00030780972799687869 -0.00057261695237013281 leaf_weight=221.49497995787533 15.066873943433164 5.9194191214628509 leaf_count=2661 89 81 internal_value=0 3.28433e-06 internal_weight=0 227.414 internal_count=2831 2742 is_linear=0 shrinkage=0.000439788 Tree=3309 num_leaves=4 num_cat=0 split_feature=158 41 1 split_gain=6.79412 7.42376 6.908 threshold=0.084965000000000027 0.082980000000000012 0.098395000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5549588191527595e-05 -0.00045037464858750539 -0.00034373916229234083 9.7456069779983221e-05 leaf_weight=215.45022549323039 11.405346193001607 9.3800707114860398 7.2849395219236603 leaf_count=2433 216 88 94 internal_value=0 3.88632e-05 -0.000236964 internal_weight=0 224.83 18.6903 internal_count=2831 2521 310 is_linear=0 shrinkage=0.000439788 Tree=3310 num_leaves=4 num_cat=0 split_feature=158 1374 1 split_gain=6.76514 6.8676 6.25921 threshold=0.084965000000000027 0.09309000000000002 0.098395000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028134283693641415 -0.02223287178757135 -0.021181969348267129 0.0044356341970487592 leaf_weight=211.82552673568716 10.956786887603814 5.9098358927294603 6.9411954293027511 leaf_count=2473 216 48 94 internal_value=0 0.00216034 -0.0118966 internal_weight=0 217.735 17.898 internal_count=2831 2521 310 is_linear=0 shrinkage=0.0219894 Tree=3311 num_leaves=3 num_cat=0 split_feature=151 14 split_gain=6.69912 10.216 threshold=0.086895000000000014 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00088258848001558101 0.01543356205092563 -0.028852138338348217 leaf_weight=215.07669023505878 14.695926051586865 5.7169431222137055 leaf_count=2661 89 81 internal_value=0 0.000110248 internal_weight=0 220.794 internal_count=2831 2742 is_linear=0 shrinkage=0.0219894 Tree=3312 num_leaves=4 num_cat=0 split_feature=1429 403 156 split_gain=7.66436 7.97143 0.490393 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091280000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017084395064843886 -0.010752241700461499 0.0025416359028569658 -0.030149027964052902 leaf_weight=2.5576920261955811 23.308426923118532 206.84103165159468 3.0510575519874692 leaf_count=64 678 2026 72 internal_value=0 0.00119452 -0.0242695 internal_weight=0 230.149 5.60875 internal_count=2840 2704 136 is_linear=0 shrinkage=0.0215583 Tree=3313 num_leaves=4 num_cat=0 split_feature=123 155 2 split_gain=7.30188 7.81292 3.77707 threshold=1.0000000180025095e-35 0.08024000000000002 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001740259234510498 0.0056095403397688213 -0.02055739477006558 0.023776047055326134 leaf_weight=202.07683979906142 15.760007628006862 9.1704981077928078 8.523924468085168 leaf_count=2396 161 196 87 internal_value=0 -0.000727726 0.0119999 internal_weight=0 211.247 24.2839 internal_count=2840 2592 248 is_linear=0 shrinkage=0.0219894 Tree=3314 num_leaves=4 num_cat=0 split_feature=123 155 124 split_gain=8.4794 7.66185 3.89559 threshold=1.0000000180025095e-35 0.08024000000000002 -0.048219999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2901068350076547e-06 0.00035735587569231479 -0.00040748977599242383 -2.4248874180800805e-05 leaf_weight=208.52090711391065 18.252438172698024 9.3665230527985823 7.2148387911729506 leaf_count=2396 180 196 68 internal_value=0 -1.87859e-05 0.000249311 internal_weight=0 217.887 25.4673 internal_count=2840 2592 248 is_linear=0 shrinkage=0.000439788 Tree=3315 num_leaves=4 num_cat=0 split_feature=1429 403 156 split_gain=7.40521 7.64725 0.500443 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091280000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016533417341862325 -0.010371680456189169 0.0024205907774552749 -0.029599071063709875 leaf_weight=2.519686726096551 23.201795803848654 206.67722518532537 2.966320151463151 leaf_count=64 678 2026 72 internal_value=0 0.00112871 -0.0236763 internal_weight=0 229.879 5.48601 internal_count=2840 2704 136 is_linear=0 shrinkage=0.0211355 Tree=3316 num_leaves=4 num_cat=0 split_feature=0 4 15 split_gain=8.17781 16.6005 13.2779 threshold=-0.11367499999999998 0.071855000000000016 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014793735018859124 -0.00011122968789625205 0.00023272557373432777 0.00023766248806242162 leaf_weight=24.079968692502007 130.08195699611679 34.274767234222963 60.976478342432529 leaf_count=174 2094 345 281 internal_value=0 -3.94829e-05 0.000128488 internal_weight=0 164.357 85.0564 internal_count=2894 2439 455 is_linear=0 shrinkage=0.000439788 Tree=3317 num_leaves=3 num_cat=0 split_feature=482 448 split_gain=8.00589 7.81356 threshold=0.097000000000000017 -0.083779999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02376250467315218 -0.024534282172546107 0.0023496730532966909 leaf_weight=5.8942159870639435 5.984318731701932 229.78989797324175 leaf_count=50 129 2715 internal_value=0 0.00169476 internal_weight=0 235.684 internal_count=2894 2765 is_linear=0 shrinkage=0.0224292 Tree=3318 num_leaves=4 num_cat=0 split_feature=0 4 15 split_gain=8.46841 17.0749 12.8169 threshold=-0.11367499999999998 0.13736000000000001 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013864101821614675 -0.00010209028356439169 0.00027862560802661062 0.00024059935591483171 leaf_weight=24.060900351963937 136.20701003848808 27.342187998816371 60.655741187976673 leaf_count=174 2163 276 281 internal_value=0 -3.8417e-05 0.000132882 internal_weight=0 163.549 84.7166 internal_count=2894 2439 455 is_linear=0 shrinkage=0.000439788 Tree=3319 num_leaves=4 num_cat=0 split_feature=0 4 15 split_gain=8.32053 17.0752 12.342 threshold=-0.11367499999999998 0.13736000000000001 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013751933156302506 -0.00010435045124978099 0.00027447273788498889 0.00023318253089500435 leaf_weight=24.260097012855113 138.13543943170225 27.594375253655016 61.058836143929511 leaf_count=174 2163 276 281 internal_value=0 -4.12512e-05 0.000127768 internal_weight=0 165.73 85.3189 internal_count=2894 2439 455 is_linear=0 shrinkage=0.000439788 Tree=3320 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=8.26209 8.65372 4.217 threshold=0.12856000000000004 0.11928500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5026945205680168e-07 0.00051108340403164046 -0.00044743845906751841 0.00012394896025976135 leaf_weight=214.63301343860803 8.1186025678180176 8.6417728455271554 16.484050600789487 leaf_count=2544 132 60 115 internal_value=0 -1.64412e-05 0.000251996 internal_weight=0 223.275 24.6027 internal_count=2851 2604 247 is_linear=0 shrinkage=0.000439788 Tree=3321 num_leaves=4 num_cat=0 split_feature=402 39 2 split_gain=7.41994 8.2445 6.96987 threshold=0.086140000000000008 0.0047850000000000011 0.10677000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016083198485862963 -0.024057672827700091 0.011683626011402945 0.01166524405263103 leaf_weight=192.22392459114781 10.346735932747832 33.326061373809353 3.5307404042687258 leaf_count=2228 267 307 49 internal_value=0 0.00159008 -0.0149654 internal_weight=0 225.55 13.8775 internal_count=2851 2535 316 is_linear=0 shrinkage=0.0219894 Tree=3322 num_leaves=3 num_cat=0 split_feature=1429 402 split_gain=7.39477 7.75356 threshold=-1.0000000180025095e-35 0.086140000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025099593206334817 0.0022533343456067282 -0.015134643606671676 leaf_weight=5.4718681994709177 219.87459035636857 13.686338585801421 leaf_count=133 2402 316 internal_value=0 0.00123327 internal_weight=0 233.561 internal_count=2851 2718 is_linear=0 shrinkage=0.0224292 Tree=3323 num_leaves=4 num_cat=0 split_feature=1 51 13 split_gain=7.33143 8.60746 4.27617 threshold=0.12856000000000004 0.11355500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034106110960569727 0.026303745340484564 -0.020323479588733342 0.0058604517195940242 leaf_weight=204.72684868285432 7.6194129120558527 10.649632267362902 15.831096864538265 leaf_count=2447 132 157 115 internal_value=0 -0.000682441 0.0125188 internal_weight=0 215.376 23.4505 internal_count=2851 2604 247 is_linear=0 shrinkage=0.0224292 Tree=3324 num_leaves=4 num_cat=0 split_feature=401 403 12 split_gain=6.83571 8.15224 0.0209623 threshold=0.10072000000000002 0.086000000000000007 0.090515000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6922128017165607e-06 -0.00040769606733383559 0.0003414145143824655 -0.00048110576062900939 leaf_weight=216.73520772537449 2.5992345036938778 14.935813071904702 3.3247658989857882 leaf_count=2460 75 168 74 internal_value=0 2.73626e-05 -0.000450309 internal_weight=0 231.671 5.924 internal_count=2777 2628 149 is_linear=0 shrinkage=0.000439788 Tree=3325 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=6.68394 7.66048 threshold=0.091855000000000006 0.28937500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.0743787620146046e-05 -0.023156904956967025 0.012443913168567794 leaf_weight=196.7226820520591 5.6643962170928708 28.002490429440513 leaf_count=2444 39 294 internal_value=0 0.0014721 internal_weight=0 224.725 internal_count=2777 2738 is_linear=0 shrinkage=0.0224292 Tree=3326 num_leaves=4 num_cat=0 split_feature=13 403 2 split_gain=6.7542 9.25093 6.85298 threshold=-0.15041499999999997 -1.0000000180025095e-35 0.097955000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.251695715485038e-05 -0.00028383578901187447 1.7996075048578173e-05 0.00033590599761102683 leaf_weight=10.595155159477143 21.997336492291652 181.94473175890744 22.612898732535541 leaf_count=81 644 1916 136 internal_value=0 -1.45832e-05 0.000199241 internal_weight=0 203.942 33.2081 internal_count=2777 2560 217 is_linear=0 shrinkage=0.000439788 Tree=3327 num_leaves=4 num_cat=0 split_feature=401 403 13 split_gain=6.75545 8.26037 0.0367795 threshold=0.10072000000000002 0.086000000000000007 -0.087264999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5557903953389422e-06 -0.00039918910646781123 0.00034433559576843424 -0.00048597190510533451 leaf_weight=216.11583371710731 2.5677257310599089 14.859747061971573 3.3064365279860786 leaf_count=2460 66 168 83 internal_value=0 2.73777e-05 -0.000449453 internal_weight=0 230.976 5.87416 internal_count=2777 2628 149 is_linear=0 shrinkage=0.000439788 Tree=3328 num_leaves=4 num_cat=0 split_feature=484 133 150 split_gain=10.7088 11.0084 4.25438 threshold=-0.0048899999999999994 -0.39975999999999995 0.088985000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004241576030372513 -0.00056229129374420011 4.5544132523780147e-05 0.00017387350178741723 leaf_weight=14.513027262408288 5.8975524795241645 221.76860298763495 2.7226694263517848 leaf_count=435 139 2297 18 internal_value=0 2.97527e-05 -0.000329601 internal_weight=0 227.666 17.2357 internal_count=2889 2436 453 is_linear=0 shrinkage=0.000439788 Tree=3329 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=10.0132 8.06184 3.95627 threshold=-0.0048899999999999994 -0.24436499999999997 0.088985000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021500577574273341 0.017795237500750023 0.00033591840470174921 0.0085558022215903827 leaf_weight=13.770529006258586 14.199842525646089 206.95735113922274 2.6113086920231572 leaf_count=435 211 2225 18 internal_value=0 0.00145837 -0.0167051 internal_weight=0 221.157 16.3818 internal_count=2889 2436 453 is_linear=0 shrinkage=0.0224292 Tree=3330 num_leaves=4 num_cat=0 split_feature=133 484 43 split_gain=9.80045 10.4422 0.37617 threshold=-0.39975999999999995 -0.0048899999999999994 0.41168000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023036944556360527 -0.016485639623476822 0.0022236010647807918 -0.034970500549915587 leaf_weight=3.0695781733375034 16.112801277078688 215.30031833628891 2.6745521723059937 leaf_count=93 442 2297 57 internal_value=0 0.000919664 -0.0286908 internal_weight=0 231.413 5.74413 internal_count=2889 2739 150 is_linear=0 shrinkage=0.0224292 Tree=3331 num_leaves=4 num_cat=0 split_feature=133 484 43 split_gain=9.52968 10.0406 0.364823 threshold=-0.39975999999999995 -0.0048899999999999994 0.41168000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022923740425873609 -0.016233381127052617 0.0021737456891972426 -0.03478702310339906 leaf_weight=3.016245503909885 15.997783003607763 215.29896785318851 2.62896979379002 leaf_count=93 442 2297 57 internal_value=0 0.000899371 -0.0285471 internal_weight=0 231.297 5.64522 internal_count=2889 2739 150 is_linear=0 shrinkage=0.0224292 Tree=3332 num_leaves=4 num_cat=0 split_feature=52 4 447 split_gain=7.98345 9.48889 9.28958 threshold=-0.077879999999999991 -0.4945199999999999 0.084630000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021905414286772482 -0.0045444001544846365 0.0083549843020771924 0.016268321495555165 leaf_weight=5.6386315124109379 147.08693544619018 66.433831200236455 11.623851431533692 leaf_count=88 2043 656 86 internal_value=0 0.00598237 -0.00301832 internal_weight=0 72.0725 158.711 internal_count=2873 744 2129 is_linear=0 shrinkage=0.0224292 Tree=3333 num_leaves=4 num_cat=0 split_feature=133 1456 1 split_gain=8.17855 7.20812 0.497126 threshold=0.13793500000000003 -1.0000000180025095e-35 0.092925000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019928333278318461 -0.024550735962596427 0.0013678175360781644 -0.011689890868207315 leaf_weight=7.951923217973671 6.3744595147436467 214.21656522143167 1.9524554749950764 leaf_count=274 234 2303 62 internal_value=0 0.000603932 -0.0215688 internal_weight=0 222.168 8.32691 internal_count=2873 2577 296 is_linear=0 shrinkage=0.0219894 Tree=3334 num_leaves=4 num_cat=0 split_feature=133 1456 1 split_gain=8.28772 7.23594 0.554019 threshold=0.13793500000000003 -1.0000000180025095e-35 0.093170000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039601261952500395 -0.00048922428528713779 2.7951297797956498e-05 -0.00022085711336107205 leaf_weight=8.0539075608248805 6.5696074939332885 219.15401959279552 1.9841777961701152 leaf_count=274 236 2303 60 internal_value=0 1.28909e-05 -0.000427603 internal_weight=0 227.208 8.55379 internal_count=2873 2577 296 is_linear=0 shrinkage=0.000439788 Tree=3335 num_leaves=4 num_cat=0 split_feature=133 1456 1 split_gain=7.95526 6.98085 0.520318 threshold=0.13793500000000003 -1.0000000180025095e-35 0.093170000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020156078526017869 -0.024983962142865052 0.0013644861190572565 -0.011388768442818446 leaf_weight=7.8418298867181866 6.3002639797050488 214.30767221178394 1.8889677808620033 leaf_count=274 236 2303 60 internal_value=0 0.000603148 -0.0218818 internal_weight=0 222.15 8.18923 internal_count=2873 2577 296 is_linear=0 shrinkage=0.0224292 Tree=3336 num_leaves=3 num_cat=0 split_feature=11 1213 split_gain=8.1902 7.7225 threshold=0.088160000000000002 -0.082704999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02425798603643833 -0.018230494024739814 0.0025745331715602555 leaf_weight=5.5105477127945042 10.592526877764611 223.22719300439348 leaf_count=256 108 2506 internal_value=0 0.00192614 internal_weight=0 228.738 internal_count=2870 2762 is_linear=0 shrinkage=0.0224292 Tree=3337 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=7.99996 8.05268 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014679839564094284 -0.020940707203293583 0.00041798017689758499 leaf_weight=21.993615435669199 8.051984145655295 209.17638445965713 leaf_count=209 70 2591 internal_value=0 0.00177596 internal_weight=0 231.17 internal_count=2870 2800 is_linear=0 shrinkage=0.0224292 Tree=3338 num_leaves=4 num_cat=0 split_feature=1213 38 3 split_gain=7.23799 7.14749 0.0062295 threshold=-0.082704999999999987 1.0000000180025095e-35 -0.066359999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045481193893361088 4.3373387496266275e-05 -0.0003737614041048304 -0.00052589059161243211 leaf_weight=4.1746088436339051 231.34717973612715 8.2084285384044033 1.4495532978326071 leaf_count=237 2547 67 19 internal_value=0 2.90515e-05 -0.000474849 internal_weight=0 239.556 5.62416 internal_count=2870 2614 256 is_linear=0 shrinkage=0.000439788 Tree=3339 num_leaves=4 num_cat=0 split_feature=1213 11 3 split_gain=7.34726 7.74525 0.00818167 threshold=-0.082704999999999987 0.088160000000000002 -0.06656999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045527378291941454 4.6425945482951626e-05 -0.0003342143472807429 -0.00052824880137780216 leaf_weight=4.2003114352701232 228.32459503866266 10.810759566491468 1.4812355805188406 leaf_count=236 2506 108 20 internal_value=0 2.91928e-05 -0.000476005 internal_weight=0 239.135 5.68155 internal_count=2870 2614 256 is_linear=0 shrinkage=0.000439788 Tree=3340 num_leaves=4 num_cat=0 split_feature=52 151 160 split_gain=9.20274 10.1379 9.61863 threshold=-0.047784999999999987 0.085710000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044275432135021725 -0.011730141287379078 0.030382763922627943 0.0011163722822303498 leaf_weight=81.583633440430276 37.94491646066308 7.9714017137885085 109.36227492208127 leaf_count=840 689 37 1307 internal_value=0 0.00674383 -0.00219386 internal_weight=0 89.555 147.307 internal_count=2873 877 1996 is_linear=0 shrinkage=0.0219894 Tree=3341 num_leaves=4 num_cat=0 split_feature=52 151 160 split_gain=8.80209 9.78289 9.23053 threshold=-0.047784999999999987 0.085710000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043288160821095822 -0.01151095198445631 0.029902773095520217 0.0010913385556519392 leaf_weight=81.5732721373206 37.802173593081534 7.9186025112867346 109.36216674174648 leaf_count=840 689 37 1307 internal_value=0 0.0065976 -0.00214689 internal_weight=0 89.4919 147.164 internal_count=2873 877 1996 is_linear=0 shrinkage=0.0219894 Tree=3342 num_leaves=4 num_cat=0 split_feature=52 151 160 split_gain=8.37587 9.46603 8.82882 threshold=-0.047784999999999987 0.085710000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3839993607443902e-05 -0.00022299028236847873 0.00058415630518453688 2.1430514473320919e-05 leaf_weight=83.246687099337578 38.396303557965439 8.0009581651538593 111.66990863229148 leaf_count=840 689 37 1307 internal_value=0 0.000127823 -4.1128e-05 internal_weight=0 91.2476 150.066 internal_count=2873 877 1996 is_linear=0 shrinkage=0.000439788 Tree=3343 num_leaves=4 num_cat=0 split_feature=52 151 160 split_gain=8.41062 9.43311 8.84957 threshold=-0.047784999999999987 0.085710000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043142122162039024 -0.011513545666343385 0.030003035368061894 0.0010878349142320254 leaf_weight=81.595841615227982 37.675086683651898 7.8683252707123748 109.40660637081601 leaf_count=840 689 37 1307 internal_value=0 0.00657945 -0.00214109 internal_weight=0 89.4642 147.082 internal_count=2873 877 1996 is_linear=0 shrinkage=0.0224292 Tree=3344 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=10.8199 16.7794 10.4553 threshold=0.094655000000000017 -0.082084999999999977 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011546536543145057 0.00014986226833559724 -0.00021185857286731521 -0.000247283847022383 leaf_weight=44.349779584328644 78.500803801696748 95.464634692471009 15.305159070063381 leaf_count=543 690 1437 149 internal_value=0 -0.000108028 8.50277e-05 internal_weight=0 139.814 93.806 internal_count=2819 1980 839 is_linear=0 shrinkage=0.000439788 Tree=3345 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=8.50175 8.26935 5.83307 threshold=0.091570000000000012 0.094655000000000017 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036689427840317203 -0.020509902561810268 0.0056718567629865406 0.0029038522841632868 leaf_weight=121.37116856942885 18.288163536286451 78.501497994177043 7.5585303935222319 leaf_count=1632 428 712 47 internal_value=0 -8.18707e-08 -0.0136658 internal_weight=0 199.873 25.8467 internal_count=2819 2344 475 is_linear=0 shrinkage=0.0224292 Tree=3346 num_leaves=4 num_cat=0 split_feature=15 1 1 split_gain=8.20855 8.06926 5.67403 threshold=0.091570000000000012 0.13130500000000003 0.11026000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013232523256870845 -0.019903650475081587 0.014771696077233065 0.0027866247861584544 leaf_weight=183.18879145564279 18.064039785764184 16.392088369000703 7.5493778162635854 leaf_count=2139 428 205 47 internal_value=0 -4.65166e-08 -0.0132188 internal_weight=0 199.581 25.6134 internal_count=2819 2344 475 is_linear=0 shrinkage=0.0219894 Tree=3347 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=9.21931 17.3371 10.4465 threshold=0.094655000000000017 -0.082084999999999977 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012532528429036056 0.00014257267194639925 -0.00020847488890132312 -0.00025710862916917789 leaf_weight=44.170500661130063 77.37801865930669 94.350130821869243 15.100982643663881 leaf_count=543 690 1437 149 internal_value=0 -0.000102032 7.72687e-05 internal_weight=0 138.521 92.479 internal_count=2819 1980 839 is_linear=0 shrinkage=0.000439788 Tree=3348 num_leaves=4 num_cat=0 split_feature=1 454 47 split_gain=8.24146 12.0088 6.298 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=-8.5745956505714463e-05 0.00020093953384183675 0.00047458169807100699 -5.9228901309754847e-05 leaf_weight=161.66018441534834 52.250774582615122 7.7337027098983517 27.434602115303278 leaf_count=2164 488 25 174 internal_value=0 -6.01135e-05 0.000111374 internal_weight=0 169.394 79.6854 internal_count=2851 2189 662 is_linear=0 shrinkage=0.000439788 Tree=3349 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=8.33467 11.7969 11.588 threshold=1.0000000180025095e-35 -0.083504999999999982 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013309057214353618 2.3478973695211164e-05 -0.00022282634582272611 0.00050421270266648563 leaf_weight=25.775229935650714 151.6812504947884 59.70246018609032 10.34160296898335 leaf_count=311 1312 1117 111 internal_value=0 -0.000115496 5.42191e-05 internal_weight=0 85.4777 162.023 internal_count=2851 1428 1423 is_linear=0 shrinkage=0.000439788 Tree=3350 num_leaves=4 num_cat=0 split_feature=1 4 403 split_gain=8.82982 12.1159 11.3381 threshold=1.0000000180025095e-35 -0.083504999999999982 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013064449795383357 2.2792270166783254e-05 -0.00022870399883329913 0.0004970443262802734 leaf_weight=25.919031806988642 152.20641195890494 60.423447006440256 10.398552022408692 leaf_count=311 1312 1117 111 internal_value=0 -0.000120827 5.31754e-05 internal_weight=0 86.3425 162.605 internal_count=2851 1428 1423 is_linear=0 shrinkage=0.000439788 Tree=3351 num_leaves=4 num_cat=0 split_feature=1 403 0 split_gain=7.21541 12.0268 11.4691 threshold=1.0000000180025095e-35 0.03138500000000001 -0.084804999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015510548824663527 0.00091423172196248269 0.026188559905280833 0.0013511098038499511 leaf_weight=34.550414346042089 148.20362767251208 10.099206920713184 49.134513042634353 leaf_count=648 1312 111 780 internal_value=0 0.00252962 -0.0056124 internal_weight=0 158.303 83.6849 internal_count=2851 1423 1428 is_linear=0 shrinkage=0.0224292 Tree=3352 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=10.316 17.0358 9.3796 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5322706532291255e-05 0.00013883725846893782 -0.00052875162406609225 -0.00035173566772024915 leaf_weight=130.43170069210464 90.153161380207166 15.081358255119993 8.2076125794555974 leaf_count=1869 765 151 55 internal_value=0 -8.65256e-05 9.78416e-05 internal_weight=0 145.513 98.3608 internal_count=2840 2020 820 is_linear=0 shrinkage=0.000439788 Tree=3353 num_leaves=4 num_cat=0 split_feature=401 376 0 split_gain=8.31674 8.08175 0.408599 threshold=0.087020000000000014 0.048375000000000008 -0.079364999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6660288006158486e-05 -0.00049772486405661007 0.00030590049991566866 -0.00029364727005176769 leaf_weight=216.34264913189691 5.8184699080884457 16.125392948742956 2.9815238085575384 leaf_count=2477 150 145 68 internal_value=0 5.73776e-06 -0.000429367 internal_weight=0 232.468 8.79999 internal_count=2840 2622 218 is_linear=0 shrinkage=0.000439788 Tree=3354 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=10.3577 16.7273 8.89371 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5095690406179142e-05 2.9309814007080142e-05 -0.00052568554321049223 0.00035020786100642881 leaf_weight=129.47897874738555 76.83011498383712 14.981045995373277 21.32806083932519 leaf_count=1869 698 151 122 internal_value=0 -8.60344e-05 9.90899e-05 internal_weight=0 144.46 98.1582 internal_count=2840 2020 820 is_linear=0 shrinkage=0.000439788 Tree=3355 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=10.5906 16.4562 9.41508 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4165395971305796e-05 0.00014358862838418439 -0.00052119312609963137 -0.00034894489776572733 leaf_weight=129.53657922096318 90.023927022819407 14.950716331601141 8.1711389194242638 leaf_count=1869 765 151 55 internal_value=0 -8.46224e-05 0.000102543 internal_weight=0 144.487 98.1951 internal_count=2840 2020 820 is_linear=0 shrinkage=0.000439788 Tree=3356 num_leaves=4 num_cat=0 split_feature=41 133 16 split_gain=9.17419 8.55085 4.82 threshold=1.0000000180025095e-35 0.18829500000000002 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030314591150137102 -0.00032683369117702404 -0.023610495514490681 -0.025032931881107032 leaf_weight=212.24846489663469 6.6579920621588853 6.219625595258548 9.8317409846931678 leaf_count=2394 48 261 108 internal_value=0 0.00227099 -0.0150694 internal_weight=0 218.468 16.4897 internal_count=2811 2655 156 is_linear=0 shrinkage=0.0224292 Tree=3357 num_leaves=4 num_cat=0 split_feature=41 133 16 split_gain=8.81828 8.30235 4.69379 threshold=1.0000000180025095e-35 0.18829500000000002 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029633242927007163 -0.00031948648109420463 -0.023534072913185773 -0.024755201165318621 leaf_weight=212.25892774882959 6.6587684052065041 6.1012665694579473 9.7205302906222624 leaf_count=2394 48 261 108 internal_value=0 0.00222096 -0.0148332 internal_weight=0 218.36 16.3793 internal_count=2811 2655 156 is_linear=0 shrinkage=0.0224292 Tree=3358 num_leaves=4 num_cat=0 split_feature=41 133 16 split_gain=8.47533 8.06106 4.5695 threshold=1.0000000180025095e-35 0.18829500000000002 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028399210494241319 -0.00030618179450938893 -0.022996006727957128 -0.023996570250347567 leaf_weight=212.26949213095941 6.6595275700092342 5.9856599378399542 9.612155619543044 leaf_count=2394 48 261 108 internal_value=0 0.00212942 -0.0143125 internal_weight=0 218.255 16.2717 internal_count=2811 2655 156 is_linear=0 shrinkage=0.0219894 Tree=3359 num_leaves=4 num_cat=0 split_feature=41 13 16 split_gain=8.14488 7.96329 4.4471 threshold=1.0000000180025095e-35 -0.094744999999999982 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011153267647567347 -0.00029343162387086884 0.00017984500998509325 -0.023257210239710679 leaf_weight=36.996265517780557 6.6602698964998153 181.15662939922186 9.5066021960228664 leaf_count=268 48 2387 108 internal_value=0 0.00204163 -0.0138083 internal_weight=0 218.153 16.1669 internal_count=2811 2655 156 is_linear=0 shrinkage=0.0215583 Tree=3360 num_leaves=3 num_cat=0 split_feature=1365 1456 split_gain=9.20091 8.09748 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020556296789955002 -0.027159187432644848 0.0025579287687512988 leaf_weight=7.8866461849538601 5.6662431885488322 214.50070758612128 leaf_count=275 58 2497 internal_value=0 0.00173652 internal_weight=0 222.387 internal_count=2830 2772 is_linear=0 shrinkage=0.0224292 Tree=3361 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=8.09707 7.51195 1.05128 threshold=-1.0000000180025095e-35 0.036805000000000011 0.082545000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049461854307523577 5.021159020912193e-05 -0.00033620537764748957 -0.0001314527328713908 leaf_weight=6.3450833869865146 217.59397436596919 10.16684785846155 2.0571626916062087 leaf_count=226 2310 241 53 internal_value=0 3.29359e-05 -0.000406203 internal_weight=0 227.761 8.40225 internal_count=2830 2551 279 is_linear=0 shrinkage=0.000439788 Tree=3362 num_leaves=3 num_cat=0 split_feature=1365 1456 split_gain=8.85446 7.83857 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019985317220173267 -0.026231177625992565 0.002448593681482621 leaf_weight=7.7858455947134635 5.6235415269620708 214.66115279134829 leaf_count=275 58 2497 internal_value=0 0.00166174 internal_weight=0 222.447 internal_count=2830 2772 is_linear=0 shrinkage=0.0219894 Tree=3363 num_leaves=3 num_cat=0 split_feature=1365 1456 split_gain=8.35358 8.07806 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040049997914012999 -0.00051004710075473541 4.6397884731861174e-05 leaf_weight=8.0927946479059738 5.6481301356106988 219.79002129111905 leaf_count=275 58 2497 internal_value=0 3.0495e-05 internal_weight=0 227.883 internal_count=2830 2772 is_linear=0 shrinkage=0.000439788 Tree=3364 num_leaves=3 num_cat=0 split_feature=44 39 split_gain=11.0753 9.07176 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0023044013183517072 -0.032163666405019338 0.010665352321548159 leaf_weight=190.15125000313856 5.6641398668289176 31.625896381214261 leaf_count=2494 54 332 internal_value=0 -0.000454128 internal_weight=0 221.777 internal_count=2880 2826 is_linear=0 shrinkage=0.0224292 Tree=3365 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=10.3064 9.40598 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.485541989798627e-05 -0.00060252672278123898 0.00046076473168823719 leaf_weight=219.18316843546927 5.7595057580620042 7.9766386044211677 leaf_count=2720 54 106 internal_value=0 -7.76575e-06 internal_weight=0 227.16 internal_count=2880 2826 is_linear=0 shrinkage=0.000439788 Tree=3366 num_leaves=3 num_cat=0 split_feature=44 39 split_gain=10.0024 10.4946 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.9419444337735431e-05 -0.00059228312142382497 0.00021803388807115309 leaf_weight=196.08512345672352 5.8473258623853317 33.157966515980661 leaf_count=2494 54 332 internal_value=0 -1.07198e-05 internal_weight=0 229.243 internal_count=2880 2826 is_linear=0 shrinkage=0.000439788 Tree=3367 num_leaves=3 num_cat=0 split_feature=44 39 split_gain=10.1501 9.92836 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.6288581028214448e-05 -0.00059663245011148773 0.00021461460469830081 leaf_weight=195.13356692198431 5.8028086991980663 32.958164379699156 leaf_count=2494 54 332 internal_value=0 -8.57451e-06 internal_weight=0 228.092 internal_count=2880 2826 is_linear=0 shrinkage=0.000439788 Tree=3368 num_leaves=4 num_cat=0 split_feature=42 0 1375 split_gain=8.94991 10.3451 8.67837 threshold=-1.0000000180025095e-35 -0.080229999999999982 0.08920500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022217959699205009 0.0013759349045728696 0.00098423631822922735 -0.02401857415912419 leaf_weight=20.534663523780182 190.87104110536166 18.249053586856462 6.9998044520616522 leaf_count=481 2021 291 60 internal_value=0 -0.0113054 0.000475358 internal_weight=0 38.7837 197.871 internal_count=2853 772 2081 is_linear=0 shrinkage=0.0224292 Tree=3369 num_leaves=4 num_cat=0 split_feature=42 0 1375 split_gain=8.61181 10.0553 8.31179 threshold=-1.0000000180025095e-35 -0.080229999999999982 0.08920500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021974787694500602 0.0013451314135547127 0.00096215279934773164 -0.023533680675747914 leaf_weight=20.299115883535706 190.86339430796215 18.249630972393788 6.9843652988784006 leaf_count=481 2021 291 60 internal_value=0 -0.0111209 0.000464681 internal_weight=0 38.5487 197.848 internal_count=2853 772 2081 is_linear=0 shrinkage=0.0224292 Tree=3370 num_leaves=4 num_cat=0 split_feature=42 156 0 split_gain=8.28525 10.2473 9.7706 threshold=-1.0000000180025095e-35 0.090040000000000023 -0.080229999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021730080841265681 0.0020621927506268654 -0.015748438609075221 0.00094056510342596916 leaf_weight=20.070107646868564 179.98070472921245 17.844582337187603 18.250199715024792 leaf_count=481 1846 235 291 internal_value=0 0.000454242 -0.010938 internal_weight=0 197.825 38.3203 internal_count=2853 2081 772 is_linear=0 shrinkage=0.0224292 Tree=3371 num_leaves=3 num_cat=0 split_feature=147 156 split_gain=8.04262 7.76059 threshold=0.088565000000000019 0.090040000000000023 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001317237325992705 0.013440449200831437 -0.017311477647086838 leaf_weight=202.27491016450222 17.097957029938698 16.488201664062217 leaf_count=2489 121 243 internal_value=0 -0.00252413 internal_weight=0 218.763 internal_count=2853 2732 is_linear=0 shrinkage=0.0224292 Tree=3372 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=17.3311 12.5131 1.85506 threshold=0.18829500000000002 0.14114500000000005 -0.16186999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00079690875064819533 -0.008457798992742651 0.030250457224959906 -0.028840337406797915 leaf_weight=214.39469929796178 2.8815591540187588 7.4914946220815173 10.502221024711615 leaf_count=2474 27 31 290 internal_value=0 0.00179386 -0.0244702 internal_weight=0 221.886 13.3838 internal_count=2822 2505 317 is_linear=0 shrinkage=0.0224292 Tree=3373 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=16.8013 11.9966 1.86491 threshold=0.18829500000000002 0.14114500000000005 -0.16186999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00077904439567004426 -0.0082695991743588805 0.0296571963181777 -0.028746683035815394 leaf_weight=214.3925173857715 2.8814713223837307 7.4705853443592778 10.302428814582525 leaf_count=2474 27 31 290 internal_value=0 0.0017539 -0.0242896 internal_weight=0 221.863 13.1839 internal_count=2822 2505 317 is_linear=0 shrinkage=0.0224292 Tree=3374 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=16.4036 11.4217 1.96991 threshold=0.18829500000000002 0.14114500000000005 -0.16186999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.553692091722663e-05 -0.00014857100053511832 0.00056428439873841671 -0.00055832253314245172 leaf_weight=220.23091268038843 2.9257272491231552 7.5700199631974092 10.365397019311784 leaf_count=2474 27 31 290 internal_value=0 3.3818e-05 -0.000468468 internal_weight=0 227.801 13.2911 internal_count=2822 2505 317 is_linear=0 shrinkage=0.000439788 Tree=3375 num_leaves=4 num_cat=0 split_feature=52 52 0 split_gain=16.5825 11.1814 1.93292 threshold=0.18829500000000002 0.14114500000000005 -0.16186999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4472175886798573e-05 -0.00015452254556059096 0.00055859922879041143 -0.00055903519899142809 leaf_weight=220.00570946140215 2.945141037926077 7.5361854685470453 10.458155708503908 leaf_count=2474 27 31 290 internal_value=0 3.2539e-05 -0.000470497 internal_weight=0 227.542 13.4033 internal_count=2822 2505 317 is_linear=0 shrinkage=0.000439788 Tree=3376 num_leaves=4 num_cat=0 split_feature=155 0 156 split_gain=8.59087 6.79591 0.223986 threshold=0.090655000000000013 -0.077944999999999987 0.13428000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6183504067685203e-05 -0.00043130020062184278 0.00010216116448937271 -0.00060240934877552684 leaf_weight=149.57135335815838 4.1652174317277959 80.688622411573306 2.6837683916091919 leaf_count=1827 117 859 55 internal_value=0 -6.91861e-07 -0.000499837 internal_weight=0 230.26 6.84899 internal_count=2858 2686 172 is_linear=0 shrinkage=0.000439788 Tree=3377 num_leaves=4 num_cat=0 split_feature=155 1 156 split_gain=8.49482 7.15601 0.220333 threshold=0.090655000000000013 0.08845500000000002 0.13428000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011456818201393218 -0.00044623578903938208 3.9653356639174276e-05 -0.00060839069980733274 leaf_weight=117.17615643981844 4.6531178662553421 115.57196361711249 2.9337348882108927 leaf_count=1656 117 1030 55 internal_value=0 -3.79919e-05 -0.000510309 internal_weight=0 232.748 7.58685 internal_count=2858 2686 172 is_linear=0 shrinkage=0.000439788 Tree=3378 num_leaves=4 num_cat=0 split_feature=155 1 156 split_gain=8.78232 7.09281 0.227171 threshold=0.090655000000000013 0.08845500000000002 0.13428000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8980560453484084e-05 -0.00043349089232229491 7.5000030471787088e-05 -0.0006046111854416976 leaf_weight=113.80163297225954 4.2315840078517786 117.6621589276474 2.7160990871489048 leaf_count=1656 117 1030 55 internal_value=0 -7.06432e-07 -0.000501862 internal_weight=0 231.464 6.94768 internal_count=2858 2686 172 is_linear=0 shrinkage=0.000439788 Tree=3379 num_leaves=4 num_cat=0 split_feature=155 1 43 split_gain=8.74741 7.42661 0.227996 threshold=0.090655000000000013 0.08845500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9898369143106124e-05 -0.00039326808141834153 7.7836392069529042e-05 -0.00056513523245627713 leaf_weight=113.47109719575383 2.676008012611419 117.49219116498716 4.2634133731480679 leaf_count=1656 79 1030 93 internal_value=0 3.419e-07 -0.00050012 internal_weight=0 230.963 6.93942 internal_count=2858 2686 172 is_linear=0 shrinkage=0.000439788 Tree=3380 num_leaves=4 num_cat=0 split_feature=4 4 133 split_gain=10.6414 14.2852 11.6983 threshold=0.0063000000000000009 -4.9999999999999989e-05 -0.088099999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095376909261874268 -0.019276261813944814 -0.023708087669438164 0.0089377797925520724 leaf_weight=124.27388392656576 8.1087583946064097 15.606170132639816 81.868067685747519 leaf_count=1865 112 148 674 internal_value=0 -0.00349532 0.00639157 internal_weight=0 139.88 89.9768 internal_count=2799 2013 786 is_linear=0 shrinkage=0.0224292 Tree=3381 num_leaves=4 num_cat=0 split_feature=4 4 133 split_gain=10.8746 13.3049 11.2637 threshold=0.0063000000000000009 -4.9999999999999989e-05 -0.088099999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2641999808683265e-05 -0.0003650509751930234 -0.0004505681363867079 0.00017225576974610026 leaf_weight=128.24263004289242 8.2743383183842507 15.763385826721786 83.849619435612112 leaf_count=1865 112 148 674 internal_value=0 -6.95378e-05 0.000123931 internal_weight=0 144.006 92.124 internal_count=2799 2013 786 is_linear=0 shrinkage=0.000439788 Tree=3382 num_leaves=4 num_cat=0 split_feature=4 4 133 split_gain=10.1906 13.7277 11.2091 threshold=0.0063000000000000009 -4.9999999999999989e-05 -0.088099999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00093635492599157988 -0.018927442720632674 -0.023295848325619508 0.0087497318973826458 leaf_weight=124.33065006532706 8.0715295537374896 15.521091353381051 81.764080906286836 leaf_count=1865 112 148 674 internal_value=0 -0.00342071 0.00625951 internal_weight=0 139.852 89.8356 internal_count=2799 2013 786 is_linear=0 shrinkage=0.0224292 Tree=3383 num_leaves=4 num_cat=0 split_feature=4 4 133 split_gain=9.75461 13.2089 10.7473 threshold=0.0063000000000000009 -4.9999999999999989e-05 -0.088099999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00091549658368330819 -0.018594503010040508 -0.022903285583728814 0.0085681813113921042 leaf_weight=124.31182364368578 8.0325608779676241 15.434347036760299 81.62579977279529 leaf_count=1865 112 148 674 internal_value=0 -0.00334675 0.00613122 internal_weight=0 139.746 89.6584 internal_count=2799 2013 786 is_linear=0 shrinkage=0.0224292 Tree=3384 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=8.19691 12.8046 4.90774 threshold=0.28937500000000005 -0.11532999999999999 -0.21865999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020341806592366167 -0.006631840992136066 0.00015460128993198647 0.016635834640111567 leaf_weight=16.686577017651871 5.8005383126437691 186.66524755948922 21.159337466582656 leaf_count=223 37 2361 252 internal_value=0 -0.00152904 0.0116285 internal_weight=0 203.352 26.9599 internal_count=2873 2584 289 is_linear=0 shrinkage=0.0224292 Tree=3385 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=7.89683 12.2769 4.7615 threshold=0.28937500000000005 -0.11532999999999999 -0.21865999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019945760662827283 -0.0064679840892752829 0.00015113048825735205 0.016458403480989297 leaf_weight=16.637158629717305 5.8144134553149369 186.66938260089955 20.910772636998445 leaf_count=223 37 2361 252 internal_value=0 -0.00149517 0.0114694 internal_weight=0 203.307 26.7252 internal_count=2873 2584 289 is_linear=0 shrinkage=0.0224292 Tree=3386 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=8.98402 11.3417 4.61185 threshold=0.28937500000000005 -0.11532999999999999 -0.21865999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037610861278685473 -0.00010660129398817956 -1.8676310079039593e-06 0.00032857452794165024 leaf_weight=17.040819403482601 6.0069381324574378 191.23232605366502 21.666797070298344 leaf_count=223 37 2361 252 internal_value=0 -3.25195e-05 0.000234106 internal_weight=0 208.273 27.6737 internal_count=2873 2584 289 is_linear=0 shrinkage=0.000439788 Tree=3387 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=8.5612 10.9749 4.57072 threshold=0.28937500000000005 -0.11532999999999999 -0.21865999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036731427517834158 -0.00010966309255633873 4.5884722332430043e-07 0.00032618001145115027 leaf_weight=17.07919310987927 5.9315367238596108 191.0620349359815 21.450320743955672 leaf_count=223 37 2361 252 internal_value=0 -2.975e-05 0.000231756 internal_weight=0 208.141 27.3819 internal_count=2873 2584 289 is_linear=0 shrinkage=0.000439788 Tree=3388 num_leaves=3 num_cat=0 split_feature=2 0 split_gain=6.95903 7.08229 threshold=0.14846500000000004 -0.13653999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0047632858376030051 0.016529854488903747 -0.0040502065818392632 leaf_weight=65.345775647554547 11.411476193461565 153.75805036272504 leaf_count=376 135 2348 internal_value=0 -0.00142147 internal_weight=0 219.104 internal_count=2859 2724 is_linear=0 shrinkage=0.0224292 Tree=3389 num_leaves=4 num_cat=0 split_feature=403 1212 15 split_gain=6.93956 7.11418 2.86908 threshold=-0.088654999999999984 -1.0000000180025095e-35 -0.12018999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00750451385511639 -0.023911900038532972 0.00097737050629147595 -0.024359092743660188 leaf_weight=1.7094726371578861 5.9182649941649279 214.35758010434802 8.2029301362344977 leaf_count=30 198 2290 341 internal_value=0 0.000306643 -0.0188601 internal_weight=0 220.276 9.9124 internal_count=2859 2488 371 is_linear=0 shrinkage=0.0224292 Tree=3390 num_leaves=4 num_cat=0 split_feature=123 1456 42 split_gain=7.67091 8.5397 3.94079 threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.080094999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8905720444073789e-05 -6.2613794937076606e-05 -0.00052680140221426051 0.00032827115167674662 leaf_weight=205.2489215375972 6.8449457082897451 6.5901257160585365 18.32074393494986 leaf_count=2378 31 238 212 internal_value=0 -3.4752e-05 0.000221985 internal_weight=0 211.839 25.1657 internal_count=2859 2616 243 is_linear=0 shrinkage=0.000439788 Tree=3391 num_leaves=4 num_cat=0 split_feature=403 1212 15 split_gain=6.76501 6.94613 3.11408 threshold=-0.088654999999999984 -1.0000000180025095e-35 -0.13744999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010015469951424685 -0.02387698259833039 0.00095911678161421517 -0.024321294542717697 leaf_weight=1.5748090362176288 5.799652498913928 214.46721264137886 8.1781175183132273 leaf_count=27 198 2290 344 internal_value=0 0.000303167 -0.0187682 internal_weight=0 220.267 9.75293 internal_count=2859 2488 371 is_linear=0 shrinkage=0.0224292 Tree=3392 num_leaves=4 num_cat=0 split_feature=1213 3 16 split_gain=8.60507 7.06435 0.0338346 threshold=-0.081269999999999995 -0.34140499999999996 0.066010000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023419541955941436 0.024927483332838046 0.0015640169150652619 -0.028419700021393636 leaf_weight=4.5682110704947254 6.6892038825899354 221.18383626273135 1.5103446245193479 leaf_count=264 35 2544 20 internal_value=0 0.00225188 -0.024747 internal_weight=0 227.873 6.07856 internal_count=2863 2579 284 is_linear=0 shrinkage=0.0224292 Tree=3393 num_leaves=4 num_cat=0 split_feature=1213 482 16 split_gain=8.3748 7.66781 0.0303335 threshold=-0.081269999999999995 0.096630000000000008 0.066010000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02339436135682476 0.0028793365937234711 -0.02279837409302931 -0.028278661111709718 leaf_weight=4.4716643921565256 221.80564800146385 5.989948359085246 1.4842226635664699 leaf_count=264 2448 131 20 internal_value=0 0.00220228 -0.024698 internal_weight=0 227.796 5.95589 internal_count=2863 2579 284 is_linear=0 shrinkage=0.0224292 Tree=3394 num_leaves=4 num_cat=0 split_feature=1213 1374 16 split_gain=8.15104 7.54794 0.0270442 threshold=-0.081269999999999995 0.090240000000000015 0.066010000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023369614974597438 0.0028793388144545667 -0.020800269338849934 -0.02814023658633431 leaf_weight=4.3770828894339493 220.77911720506381 6.9671910693868986 1.4584547290578482 leaf_count=264 2522 57 20 internal_value=0 0.00215325 -0.0246498 internal_weight=0 227.746 5.83554 internal_count=2863 2579 284 is_linear=0 shrinkage=0.0224292 Tree=3395 num_leaves=3 num_cat=0 split_feature=482 49 split_gain=7.90484 7.68941 threshold=0.097000000000000017 -0.21083999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018659305826121405 -0.024649303557990634 0.0010757022307630335 leaf_weight=13.26739576179534 5.6770857425872228 214.52338683180278 leaf_count=61 129 2673 internal_value=0 0.00210132 internal_weight=0 227.791 internal_count=2863 2734 is_linear=0 shrinkage=0.0224292 Tree=3396 num_leaves=4 num_cat=0 split_feature=16 0 51 split_gain=7.36425 11.0987 2.96811 threshold=0.51434500000000016 -0.077944999999999987 -0.26321499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050201086347666192 -0.036990196309787927 0.0056192842443238203 -0.0086373895631283379 leaf_weight=142.82924705621554 4.0270198791986331 75.320830981945619 3.4613894056528798 leaf_count=1859 67 852 81 internal_value=0 -0.00134647 -0.0239399 internal_weight=0 218.15 7.48841 internal_count=2859 2711 148 is_linear=0 shrinkage=0.0224292 Tree=3397 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=7.8769 12.1562 9.56732 threshold=0.10100500000000003 -0.080909999999999996 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8382791611492973e-05 0.00017012883348082149 -0.0001862682820254868 -0.00016172821737505438 leaf_weight=50.377979179378599 56.936935590347275 100.53751930111321 23.816488748649135 leaf_count=664 552 1455 188 internal_value=0 -9.79248e-05 7.22396e-05 internal_weight=0 150.915 80.7534 internal_count=2859 2119 740 is_linear=0 shrinkage=0.000439788 Tree=3398 num_leaves=4 num_cat=0 split_feature=16 0 51 split_gain=7.12492 10.608 2.96822 threshold=0.51434500000000016 -0.077944999999999987 -0.24438499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0049059209671976425 -0.036280284391160059 0.0054957237258443387 -0.0076984616705876958 leaf_weight=142.83166747685755 4.1235462138429284 75.318111045984551 3.2941180672496548 leaf_count=1859 69 852 79 internal_value=0 -0.0013145 -0.0236397 internal_weight=0 218.15 7.41766 internal_count=2859 2711 148 is_linear=0 shrinkage=0.0224292 Tree=3399 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=7.43551 9.26502 9.21021 threshold=0.10100500000000003 0.087850000000000025 -0.4706749999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042976520917540007 0.00016734315641706951 -0.00016007651629363603 -0.00011861789504894702 leaf_weight=6.1607628017663947 56.288993917871267 23.755634541390464 143.20002713188296 leaf_count=17 552 188 2102 internal_value=0 7.01566e-05 -9.59464e-05 internal_weight=0 80.0446 149.361 internal_count=2859 740 2119 is_linear=0 shrinkage=0.000439788 Tree=3400 num_leaves=4 num_cat=0 split_feature=4 48 150 split_gain=7.7268 12.1598 12.0424 threshold=0.27150500000000005 0.11427000000000001 -0.20684999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056480747372043372 0.00029117188348788979 -0.00034368310113344955 -9.4819563950569228e-05 leaf_weight=5.486582930199801 26.348267498891801 7.4764514304697505 193.47877184825484 leaf_count=18 307 39 2475 internal_value=0 0.000150732 -7.65775e-05 internal_weight=0 33.8247 198.965 internal_count=2839 346 2493 is_linear=0 shrinkage=0.000439788 Tree=3401 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=7.02192 8.1141 threshold=0.14816000000000004 0.11928500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021713449415735869 0.014519528212721105 -0.020129788174746928 leaf_weight=201.25239070164389 11.712405990343539 13.488000030629335 leaf_count=2612 132 95 internal_value=0 -0.00330102 internal_weight=0 214.74 internal_count=2839 2707 is_linear=0 shrinkage=0.0224292 Tree=3402 num_leaves=4 num_cat=0 split_feature=4 150 47 split_gain=8.01263 11.5905 9.47564 threshold=0.27150500000000005 -0.18357499999999996 0.10589000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005463736312694967 0.00027686222316533116 -9.5101505769037704e-05 -0.00028803291557223383 leaf_weight=5.5870711519382885 26.486482194857672 193.31372473377269 7.315232951194047 leaf_count=19 309 2474 37 internal_value=0 -7.70319e-05 0.000154516 internal_weight=0 198.901 33.8017 internal_count=2839 2493 346 is_linear=0 shrinkage=0.000439788 Tree=3403 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=6.9333 12.5138 3.67096 threshold=-0.24436499999999997 -0.18995499999999996 -0.13643999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021579004324313856 -0.035926183503197769 -0.0024495487370292568 -0.0011505135160229584 leaf_weight=8.9036392606794816 5.7560827154666176 205.82708438727423 5.9607148591894648 leaf_count=153 75 2537 74 internal_value=0 -0.00336343 0.0124745 internal_weight=0 211.583 14.8644 internal_count=2839 2612 227 is_linear=0 shrinkage=0.0224292 Tree=3404 num_leaves=4 num_cat=0 split_feature=48 43 51 split_gain=7.70743 16.8457 10.2243 threshold=0.092600000000000016 -0.05158999999999999 0.10692000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013824061815901907 0.026777970762218356 -0.0015531098274726843 -0.024293957637124438 leaf_weight=181.1377237419365 18.704964264295995 24.205189519561827 8.1338367992429976 leaf_count=2362 152 174 144 internal_value=0 0.0108031 0.00027664 internal_weight=0 42.9102 189.272 internal_count=2832 326 2506 is_linear=0 shrinkage=0.0224292 Tree=3405 num_leaves=4 num_cat=0 split_feature=13 132 42 split_gain=8.32791 9.34349 5.03153 threshold=-0.10081 0.080815000000000012 0.083995000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01636261691426175 -0.0013882067359319149 0.015662118738128228 -0.00091990492052363619 leaf_weight=29.113514671102166 173.16064514385653 17.814471413381398 11.948190170340238 leaf_count=189 2318 221 104 internal_value=0 0.000203682 0.0113356 internal_weight=0 190.975 41.0617 internal_count=2832 2539 293 is_linear=0 shrinkage=0.0224292 Tree=3406 num_leaves=4 num_cat=0 split_feature=13 132 4 split_gain=10.1405 7.32271 3.53096 threshold=-0.15314999999999998 0.080815000000000012 -0.079844999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045502334678591117 -5.8664298191644235e-05 0.00022586801749369486 0.00013284804319656915 leaf_weight=10.02019314048812 192.24969863600563 19.226620486471802 19.165214038919657 leaf_count=40 2394 232 166 internal_value=0 -3.27777e-05 0.000243685 internal_weight=0 211.476 29.1854 internal_count=2832 2626 206 is_linear=0 shrinkage=0.000439788 Tree=3407 num_leaves=4 num_cat=0 split_feature=13 132 4 split_gain=8.77823 7.59849 3.51585 threshold=-0.15314999999999998 0.080815000000000012 -0.079844999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046861305194103258 -2.1128918360356631e-05 0.00026703937380910113 0.00015139392392178055 leaf_weight=10.254268243908884 189.72686745121609 19.49937065388076 19.837657733820379 leaf_count=40 2394 232 166 internal_value=0 5.74957e-06 0.00025972 internal_weight=0 209.226 30.0919 internal_count=2832 2626 206 is_linear=0 shrinkage=0.000439788 Tree=3408 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=6.77946 9.24243 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030849220983112567 -0.00044980168663078782 2.0408425176124797e-07 leaf_weight=20.551537322578952 5.9005567771382621 219.6018210578477 leaf_count=205 50 2649 internal_value=0 2.66088e-05 internal_weight=0 240.153 internal_count=2904 2854 is_linear=0 shrinkage=0.000439788 Tree=3409 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=7.03498 9.33775 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031078898889839567 -0.00045724873654532782 2.041719599130177e-06 leaf_weight=20.721566454041749 5.8834553695050991 218.99387724656845 leaf_count=205 50 2649 internal_value=0 2.87532e-05 internal_weight=0 239.715 internal_count=2904 2854 is_linear=0 shrinkage=0.000439788 Tree=3410 num_leaves=4 num_cat=0 split_feature=159 15 1 split_gain=7.30047 7.27947 0.134907 threshold=-0.40873999999999994 -0.24436499999999997 0.10479500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046745934394388123 0.0003234644450154451 7.0021457467227495e-06 -0.00063847841338586433 leaf_weight=2.3879035121644838 14.965685879578812 227.48226931132376 1.9618516508489845 leaf_count=122 202 2554 26 internal_value=0 2.65605e-05 -0.000547046 internal_weight=0 242.448 4.34976 internal_count=2904 2756 148 is_linear=0 shrinkage=0.000439788 Tree=3411 num_leaves=4 num_cat=0 split_feature=159 15 1 split_gain=7.12946 7.0424 0.133526 threshold=-0.40873999999999994 -0.24436499999999997 0.10479500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046660358625067317 0.00032303640926436466 9.0740481688811151e-06 -0.0006395645671712155 leaf_weight=2.3046928147668941 14.699651549570261 225.88234821305377 1.9089046753942964 leaf_count=122 202 2554 26 internal_value=0 2.82814e-05 -0.000547492 internal_weight=0 240.582 4.2136 internal_count=2904 2756 148 is_linear=0 shrinkage=0.000439788 Tree=3412 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=10.2375 12.1894 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8547513099327221e-05 -0.00051460580227504556 0.00029392309696434191 leaf_weight=198.87936147244181 7.1446182323852545 27.463741222163662 leaf_count=2483 63 276 internal_value=0 1.93883e-05 internal_weight=0 226.343 internal_count=2822 2759 is_linear=0 shrinkage=0.000439788 Tree=3413 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=10.7226 11.396 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0007948667017574014 -0.027070463241924574 0.014826594288054192 leaf_weight=194.80941725536832 6.9991136229364193 26.695254892576486 leaf_count=2483 63 276 internal_value=0 0.00108891 internal_weight=0 221.505 internal_count=2822 2759 is_linear=0 shrinkage=0.0224292 Tree=3414 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=10.2233 10.9816 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00077712421222950515 -0.026396481715238385 0.014611600676650308 leaf_weight=194.78859294907306 7.01711229502689 26.483181492192671 leaf_count=2483 63 276 internal_value=0 0.0010658 internal_weight=0 221.272 internal_count=2822 2759 is_linear=0 shrinkage=0.0224292 Tree=3415 num_leaves=3 num_cat=0 split_feature=38 39 split_gain=9.22602 11.3903 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7515004143012475e-05 -0.00048436457831394771 0.0002852736238406257 leaf_weight=200.29815650952514 7.2541553206974632 27.285914579406381 leaf_count=2483 63 276 internal_value=0 1.88084e-05 internal_weight=0 227.584 internal_count=2822 2759 is_linear=0 shrinkage=0.000439788 Tree=3416 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=8.59188 10.8536 threshold=-0.50052499999999989 0.15355000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020992385952189236 -0.00010462977103419926 0.030042058722653964 leaf_weight=9.5321297738701087 216.44151295092888 6.160316933412104 leaf_count=120 2713 32 internal_value=0 0.000732159 internal_weight=0 222.602 internal_count=2865 2745 is_linear=0 shrinkage=0.0224292 Tree=3417 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=8.26066 10.5001 threshold=-0.50052499999999989 0.15355000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020646722010083652 -0.00010228359102998157 0.029717311901413919 leaf_weight=9.4753073267638666 216.44069571862929 6.0889724162407211 leaf_count=120 2713 32 internal_value=0 0.000716135 internal_weight=0 222.53 internal_count=2865 2745 is_linear=0 shrinkage=0.0224292 Tree=3418 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=7.9408 10.1584 threshold=-0.50052499999999989 0.15355000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020303089750868208 -9.999000707498232e-05 0.029396874591437597 leaf_weight=9.4205074803903681 216.43989742771373 6.0182941500097504 leaf_count=120 2713 32 internal_value=0 0.00070046 internal_weight=0 222.458 internal_count=2865 2745 is_linear=0 shrinkage=0.0224292 Tree=3419 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=7.79761 8.87177 threshold=1.0000000180025095e-35 0.14813000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00066212255735691357 -0.021504821928291826 0.015958786771623944 leaf_weight=205.96755459101405 8.2758071133866888 17.511716391891241 leaf_count=2662 66 137 internal_value=0 0.000641535 internal_weight=0 223.479 internal_count=2865 2799 is_linear=0 shrinkage=0.0224292 Tree=3420 num_leaves=4 num_cat=0 split_feature=128 39 52 split_gain=8.64374 7.69635 0.771972 threshold=0.086435000000000012 0.0047850000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8503718488182748e-05 -0.00025967796562584257 0.00018772767689871769 -0.00055670467340284216 leaf_weight=193.34890410641674 2.4976700549013913 34.214935018564574 5.6110023112851177 leaf_count=2317 54 313 153 internal_value=0 -4.47622e-06 -0.000466038 internal_weight=0 227.564 8.10867 internal_count=2837 2630 207 is_linear=0 shrinkage=0.000439788 Tree=3421 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=9.35339 11.1986 10.9783 threshold=0.10384000000000002 -0.0063699999999999989 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010504373840482108 0.0098594102836524911 0.0015647316051146357 -0.012153528492642266 leaf_weight=72.663801897491794 59.319649041164666 82.653075830079615 14.089822519570587 leaf_count=977 571 1210 79 internal_value=0 -0.0040823 0.0056323 internal_weight=0 155.317 73.4095 internal_count=2837 2187 650 is_linear=0 shrinkage=0.0224292 Tree=3422 num_leaves=4 num_cat=0 split_feature=1 15 48 split_gain=8.95802 10.735 10.5184 threshold=0.10384000000000002 -0.0063699999999999989 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010294168721153629 0.0096839200955259348 0.0015289982642691616 -0.01185009993040817 leaf_weight=72.486928457103204 59.043526825029403 82.687592691625468 14.126551553606985 leaf_count=977 571 1210 79 internal_value=0 -0.00399456 0.00552446 internal_weight=0 155.175 73.1701 internal_count=2837 2187 650 is_linear=0 shrinkage=0.0224292 Tree=3423 num_leaves=4 num_cat=0 split_feature=128 1 52 split_gain=8.63046 8.31233 0.731096 threshold=0.086435000000000012 0.10384000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031012358530781575 -0.013600742438472618 0.0062305113097658434 -0.028710322040115154 leaf_weight=149.48417753871763 2.3749623601906933 70.723698683781549 5.3905900456593363 leaf_count=2010 54 620 153 internal_value=0 -0.000103898 -0.024134 internal_weight=0 220.208 7.76555 internal_count=2837 2630 207 is_linear=0 shrinkage=0.0224292 Tree=3424 num_leaves=4 num_cat=0 split_feature=15 49 15 split_gain=9.30521 7.7553 7.5734 threshold=0.091735000000000025 -0.061834999999999994 0.088235000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012585108058111912 0.0013882334961325049 -0.02228654097945152 0.021815731757682085 leaf_weight=194.40649876743555 12.725122943520548 15.341345673659815 9.4350295020849426 leaf_count=2116 64 414 204 internal_value=0 -0.0115589 0.00221198 internal_weight=0 28.0665 203.842 internal_count=2798 478 2320 is_linear=0 shrinkage=0.0224292 Tree=3425 num_leaves=4 num_cat=0 split_feature=15 49 15 split_gain=8.94212 7.54325 7.11844 threshold=0.091735000000000025 -0.061834999999999994 0.088235000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012303259523530638 0.0013574745422077355 -0.02205778775704546 0.021028356806190245 leaf_weight=194.40028977737529 12.722047517076136 15.155096073984167 9.5679364704992604 leaf_count=2116 64 414 204 internal_value=0 -0.0113784 0.00216091 internal_weight=0 27.8771 203.968 internal_count=2798 478 2320 is_linear=0 shrinkage=0.0224292 Tree=3426 num_leaves=4 num_cat=0 split_feature=15 49 148 split_gain=8.59243 7.33514 7.09085 threshold=0.091735000000000025 -0.061834999999999994 -0.083929999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020179208554290253 0.0013273900188680303 -0.021827782403547207 0.0028948746393162961 leaf_weight=6.9167729103937736 12.719041194766762 14.973554936819708 197.17470984649844 leaf_count=62 64 414 2258 internal_value=0 -0.0111992 0.00211107 internal_weight=0 27.6926 204.091 internal_count=2798 478 2320 is_linear=0 shrinkage=0.0224292 Tree=3427 num_leaves=4 num_cat=0 split_feature=15 49 148 split_gain=8.0864 7.63315 6.55043 threshold=0.091735000000000025 -0.061834999999999994 -0.083929999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037718581404340678 3.6579125006988461e-05 -0.00042144080264709389 5.3821934289078345e-05 leaf_weight=7.0393230058252803 13.010984119027855 15.302516367868519 202.0660529837478 leaf_count=62 64 414 2258 internal_value=0 -0.000211083 3.92794e-05 internal_weight=0 28.3135 209.105 internal_count=2798 478 2320 is_linear=0 shrinkage=0.000439788 Tree=3428 num_leaves=3 num_cat=0 split_feature=1186 160 split_gain=8.23822 7.58237 threshold=0.081240000000000021 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025781325546503663 0.018586886634445219 -0.00095397410319507847 leaf_weight=6.358449813182232 10.556187359150497 208.64237746252911 leaf_count=225 74 2523 internal_value=0 -0.00169044 internal_weight=0 215.001 internal_count=2822 2748 is_linear=0 shrinkage=0.0224292 Tree=3429 num_leaves=4 num_cat=0 split_feature=160 1186 1 split_gain=8.25126 6.98974 0.0286737 threshold=-0.40187499999999993 0.081240000000000021 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046890316282129042 -1.8293467844906698e-05 0.00034381612161411341 -0.00055006660953846407 leaf_weight=3.8397998699801965 214.09294983721338 10.812730705365537 2.640498741529882 leaf_count=193 2523 74 32 internal_value=0 -8.56715e-07 -0.000503493 internal_weight=0 224.906 6.4803 internal_count=2822 2597 225 is_linear=0 shrinkage=0.000439788 Tree=3430 num_leaves=4 num_cat=0 split_feature=160 448 1 split_gain=8.28031 6.8282 0.0287536 threshold=-0.40187499999999993 -0.082054999999999989 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046905754551325934 -0.00045841896819624143 1.4108752570198722e-05 -0.00055056000299469267 leaf_weight=3.8101844746561246 6.0602060835808507 218.55634945328347 2.6267868960276246 leaf_count=193 47 2550 32 internal_value=0 1.32197e-06 -0.000503847 internal_weight=0 224.617 6.43697 internal_count=2822 2597 225 is_linear=0 shrinkage=0.000439788 Tree=3431 num_leaves=3 num_cat=0 split_feature=448 448 split_gain=8.18829 8.65948 threshold=-0.083114999999999981 -0.037059999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027664659339778241 0.021949943568665437 -0.00094479125295289968 leaf_weight=5.5166716240346423 8.6317372471094114 211.49187378791976 leaf_count=45 72 2705 internal_value=0 -4.51911e-05 internal_weight=0 220.124 internal_count=2822 2777 is_linear=0 shrinkage=0.0224292 Tree=3432 num_leaves=4 num_cat=0 split_feature=15 457 0 split_gain=8.70982 8.24347 1.61308 threshold=-0.24219999999999997 -0.0034949999999999994 -0.14797999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9310391501382267e-05 -0.00034128038597555914 -1.3402901545997818e-05 0.00038015575042540039 leaf_weight=6.0311290221288827 15.971299879020078 204.6043112721527 11.57063325634226 leaf_count=51 205 2425 180 internal_value=0 -3.71711e-05 0.000284138 internal_weight=0 220.576 17.6018 internal_count=2861 2630 231 is_linear=0 shrinkage=0.000439788 Tree=3433 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=8.69871 8.26501 2.19203 threshold=-0.24219999999999997 -0.11532999999999999 0.11604000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013554619656211644 -0.00029676351347063566 -8.0647115465223604e-06 0.00044732397322692994 leaf_weight=9.0749114137142914 21.23067467007786 196.89292677451158 8.4217474302276951 leaf_count=55 221 2409 176 internal_value=0 -3.61882e-05 0.00028594 internal_weight=0 218.124 17.4967 internal_count=2861 2630 231 is_linear=0 shrinkage=0.000439788 Tree=3434 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=8.11277 11.1004 threshold=1.0000000180025095e-35 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018147123192668372 -0.023004825656935037 0.013078829831100397 leaf_weight=192.79328409471782 7.8779878760687998 28.936525572789833 leaf_count=2470 72 319 internal_value=0 0.000129906 internal_weight=0 221.73 internal_count=2861 2789 is_linear=0 shrinkage=0.0224292 Tree=3435 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=8.50575 8.36264 2.21288 threshold=-0.24219999999999997 -0.11532999999999999 0.11604000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013147715131103961 -0.00029832245556978915 -8.5801971787465792e-06 0.00044597952317986574 leaf_weight=9.0232040770351905 21.329114629654214 197.61549938190728 8.3358793351799232 leaf_count=55 221 2409 176 internal_value=0 -3.68298e-05 0.000282826 internal_weight=0 218.945 17.3591 internal_count=2861 2630 231 is_linear=0 shrinkage=0.000439788 Tree=3436 num_leaves=4 num_cat=0 split_feature=15 133 14 split_gain=9.2057 9.96232 1.84763 threshold=-0.24219999999999997 -0.10927999999999999 -0.10523499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016749963553859068 -0.00038461188152216205 -1.0036176727829199e-05 0.00046370129276254105 leaf_weight=8.7859377576969582 14.740642224904148 197.4580902568996 7.6306831692345432 leaf_count=94 318 2297 123 internal_value=0 -3.60888e-05 0.000305557 internal_weight=0 212.199 16.4166 internal_count=2832 2615 217 is_linear=0 shrinkage=0.000439788 Tree=3437 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=9.16697 13.8464 0.180869 threshold=0.10150000000000002 0.086000000000000007 -0.08731499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6158077632651318e-05 -0.00036401743728105914 0.00054246387960802007 -0.00051278638844497214 leaf_weight=210.93300328671467 2.5580685641616583 8.926840127212925 5.6167213573353347 leaf_count=2564 67 70 131 internal_value=0 6.56845e-06 -0.00046719 internal_weight=0 219.86 8.17479 internal_count=2832 2634 198 is_linear=0 shrinkage=0.000439788 Tree=3438 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=8.89944 14.5459 0.175625 threshold=0.10150000000000002 0.086000000000000007 -0.086944999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00083599097193190496 -0.018659940378341743 0.02869114029426981 -0.026212384054564396 leaf_weight=206.15257353938068 2.549446021206677 8.7302640001289529 5.3613367337966329 leaf_count=2564 71 70 127 internal_value=0 0.00036608 -0.0238292 internal_weight=0 214.883 7.91078 internal_count=2832 2634 198 is_linear=0 shrinkage=0.0224292 Tree=3439 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=8.65775 13.8218 0.180044 threshold=0.10150000000000002 0.086000000000000007 -0.087264999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081726583992081374 -0.018389663185848584 0.027886311359386889 -0.026112184851820486 leaf_weight=206.14663223756361 2.4754808382131159 8.7807353965472412 5.3005066034384063 leaf_count=2564 69 70 129 internal_value=0 0.000357775 -0.0237048 internal_weight=0 214.927 7.77599 internal_count=2832 2634 198 is_linear=0 shrinkage=0.0224292 Tree=3440 num_leaves=4 num_cat=0 split_feature=50 2 158 split_gain=7.44989 10.27 9.8008 threshold=0.088495000000000004 0.14102500000000004 0.084710000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0022228091417706521 -0.020452483449825472 0.017814484735504302 -0.017780783790808167 leaf_weight=186.67754441732541 17.669866921845827 4.3914727522060266 13.173414930002762 leaf_count=2029 481 31 294 internal_value=0 -0.0128263 0.000902676 internal_weight=0 22.0613 199.851 internal_count=2835 512 2323 is_linear=0 shrinkage=0.0224292 Tree=3441 num_leaves=4 num_cat=0 split_feature=376 50 43 split_gain=7.67545 8.67573 1.60773 threshold=0.048375000000000008 0.088385000000000005 -0.082354999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3609404884194136e-06 0.0001235901536943011 -0.00030532568340542525 0.00038833696915397764 leaf_weight=189.36977314273827 8.3267803143244254 20.667036476981593 9.5397176062688214 leaf_count=2193 64 493 85 internal_value=0 -3.49017e-05 0.000265214 internal_weight=0 210.037 17.8665 internal_count=2835 2686 149 is_linear=0 shrinkage=0.000439788 Tree=3442 num_leaves=4 num_cat=0 split_feature=50 1 158 split_gain=7.91842 10.1985 9.15808 threshold=0.088495000000000004 0.13842500000000005 0.084710000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2676515649989921e-05 -0.0003687188626792512 0.00048768569921266782 -0.00033227677805771586 leaf_weight=191.62030690291431 19.974577916611455 3.0906102575827381 13.466603519569615 leaf_count=2029 493 19 294 internal_value=0 -0.000253657 1.80274e-05 internal_weight=0 23.0652 205.087 internal_count=2835 512 2323 is_linear=0 shrinkage=0.000439788 Tree=3443 num_leaves=4 num_cat=0 split_feature=50 1 158 split_gain=7.1946 9.95139 9.39869 threshold=0.088495000000000004 0.13842500000000005 0.084710000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021688726293680443 -0.018700855562228103 0.025154093987146044 -0.017459883507825312 leaf_weight=186.86128575413022 18.868228556268154 3.0021314283367238 13.115285671839954 leaf_count=2029 493 19 294 internal_value=0 -0.0126642 0.000879994 internal_weight=0 21.8704 199.977 internal_count=2835 512 2323 is_linear=0 shrinkage=0.0224292 Tree=3444 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=9.81329 15.3567 14.824 threshold=1.0000000180025095e-35 0.090505000000000016 -0.082084999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0082502194714138919 0.0067050131065441226 -0.018456140909619886 -0.012002581110090463 leaf_weight=27.479722091695294 139.62394607742317 13.353048899793064 53.649586997489678 leaf_count=359 1147 251 1099 internal_value=0 0.00450672 -0.00514232 internal_weight=0 152.977 81.1293 internal_count=2856 1398 1458 is_linear=0 shrinkage=0.0224292 Tree=3445 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=9.40348 14.7199 14.2438 threshold=1.0000000180025095e-35 0.090505000000000016 -0.082084999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008059567784701363 0.0065635571727935133 -0.018118321220471235 -0.011809960610120003 leaf_weight=27.499066086602397 139.4364963832777 13.297924934653564 53.305901700106915 leaf_count=359 1147 251 1099 internal_value=0 0.00441262 -0.00504777 internal_weight=0 152.734 80.805 internal_count=2856 1398 1458 is_linear=0 shrinkage=0.0224292 Tree=3446 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=9.01027 14.1079 13.6853 threshold=1.0000000180025095e-35 0.090505000000000016 -0.082084999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078734060822023052 0.0064248592018754675 -0.01778360272864361 -0.011619282588431586 leaf_weight=27.518129984906409 139.25414943648502 13.245303030824287 52.969597502204124 leaf_count=359 1147 251 1099 internal_value=0 0.00432028 -0.0049546 internal_weight=0 152.499 80.4877 internal_count=2856 1398 1458 is_linear=0 shrinkage=0.0224292 Tree=3447 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=10.1269 13.7757 13.239 threshold=1.0000000180025095e-35 0.090505000000000016 -0.082084999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013993255448138973 0.00012585068211749372 -0.00033740061646755307 -0.00023220806920635671 leaf_weight=28.055586359812878 142.50667324569076 13.582052539684808 54.150330578093417 leaf_count=359 1147 251 1099 internal_value=0 8.55046e-05 -0.000105199 internal_weight=0 156.089 82.2059 internal_count=2856 1398 1458 is_linear=0 shrinkage=0.000439788 Tree=3448 num_leaves=3 num_cat=0 split_feature=13 453 split_gain=10.7284 7.58256 threshold=-0.24921999999999997 0.086795000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016220925764887071 -0.0011155276816640534 -0.028533112826614412 leaf_weight=18.040598793886602 196.42205781434313 5.1899598417803636 leaf_count=133 2655 47 internal_value=0 -0.00182395 internal_weight=0 201.612 internal_count=2835 2702 is_linear=0 shrinkage=0.0224292 Tree=3449 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=11.5576 8.56609 threshold=-0.24921999999999997 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032329455208718826 -7.5207223121146762e-05 0.00017216038145095373 leaf_weight=18.702749430667609 177.08130306427483 31.944111067103222 leaf_count=133 2428 274 internal_value=0 -3.73912e-05 internal_weight=0 209.025 internal_count=2835 2702 is_linear=0 shrinkage=0.000439788 Tree=3450 num_leaves=4 num_cat=0 split_feature=3 160 4 split_gain=6.74602 7.71868 4.40451 threshold=0.15165000000000003 -0.25833999999999996 -0.00013999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025872038497696641 0.025149689780317869 -0.00068880342155252638 0.0023182924790002505 leaf_weight=6.300910295918583 8.1161117758601922 196.24365389358718 8.9110992010682804 leaf_count=234 44 2460 97 internal_value=0 -0.00147459 0.013217 internal_weight=0 202.545 17.0272 internal_count=2835 2694 141 is_linear=0 shrinkage=0.0224292 Tree=3451 num_leaves=4 num_cat=0 split_feature=4 48 15 split_gain=6.5971 10.1023 9.57106 threshold=0.27150500000000005 0.11904500000000003 -0.0087549999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0075740707396387908 0.015610846678867247 -0.014838880130519269 0.0026287149759268219 leaf_weight=83.806035987479845 25.327374559128657 6.9773531947284928 103.18239202245604 leaf_count=1133 292 36 1374 internal_value=0 0.00902927 -0.00194436 internal_weight=0 32.3047 186.988 internal_count=2835 328 2507 is_linear=0 shrinkage=0.0224292 Tree=3452 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=7.48587 11.5358 7.22387 threshold=0.0047850000000000011 0.10258000000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00097734343614447436 -0.0081856499306327268 -0.025649707432141896 0.015357467071567866 leaf_weight=180.92754155487637 8.8809743943857011 10.044828133424742 24.921542785828933 leaf_count=2261 59 236 271 internal_value=0 -0.0022775 0.00917083 internal_weight=0 190.972 33.8025 internal_count=2827 2497 330 is_linear=0 shrinkage=0.0224292 Tree=3453 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=7.19717 11.2284 6.97662 threshold=0.0047850000000000011 0.10258000000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00095552214537261487 -0.00800314980385676 -0.025480464533348856 0.015164624702718956 leaf_weight=180.90929446890368 8.8802010093349946 9.8866696192417276 24.675424094079062 leaf_count=2261 59 236 271 internal_value=0 -0.00222878 0.00903241 internal_weight=0 190.796 33.5556 internal_count=2827 2497 330 is_linear=0 shrinkage=0.0224292 Tree=3454 num_leaves=3 num_cat=0 split_feature=13 39 split_gain=7.32341 9.28418 threshold=-0.4706749999999999 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016965430469460262 -0.0034122990893641881 0.0098544840232696468 leaf_weight=11.400095425080506 181.4762062310183 31.061792896012776 leaf_count=74 2443 310 internal_value=0 -0.00147269 internal_weight=0 212.538 internal_count=2827 2753 is_linear=0 shrinkage=0.0224292 Tree=3455 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=7.52659 11.2036 7.12404 threshold=0.0047850000000000011 -0.4706749999999999 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043005782777083258 -0.00015635264519738124 -6.6881960698456916e-05 0.00029974993095730835 leaf_weight=9.1908324020914716 8.9640224697068316 185.7722023188835 25.240260309772566 leaf_count=54 59 2443 271 internal_value=0 -4.34157e-05 0.000180197 internal_weight=0 194.963 34.2043 internal_count=2827 2497 330 is_linear=0 shrinkage=0.000439788 Tree=3456 num_leaves=3 num_cat=0 split_feature=456 41 split_gain=9.17904 8.62159 threshold=-0.030409999999999996 0.082980000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045172103817775889 6.7905627080960327e-05 -0.00035695123666082141 leaf_weight=7.2558670397847882 219.78996499037021 9.6247471468523127 leaf_count=65 2671 104 internal_value=0 5.00532e-05 internal_weight=0 229.415 internal_count=2840 2775 is_linear=0 shrinkage=0.000439788 Tree=3457 num_leaves=3 num_cat=0 split_feature=456 41 split_gain=9.10633 8.35192 threshold=-0.030409999999999996 0.082980000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045009194473517178 6.6936638658740826e-05 -0.00035420398756795611 leaf_weight=7.2646239930763832 219.03497839471675 9.4842403330840153 leaf_count=65 2671 104 internal_value=0 4.94299e-05 internal_weight=0 228.519 internal_count=2840 2775 is_linear=0 shrinkage=0.000439788 Tree=3458 num_leaves=3 num_cat=0 split_feature=456 41 split_gain=9.02618 8.5319 threshold=-0.030409999999999996 0.082980000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045025874290034789 6.4669339661431821e-05 -0.00035820196101212686 leaf_weight=7.266233440488576 220.29174224237795 9.6128012561239284 leaf_count=65 2671 104 internal_value=0 4.69599e-05 internal_weight=0 229.905 internal_count=2840 2775 is_linear=0 shrinkage=0.000439788 Tree=3459 num_leaves=3 num_cat=0 split_feature=456 41 split_gain=9.07459 8.70945 threshold=-0.030409999999999996 0.082980000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004485960041753164 6.6609438996157716e-05 -0.00035815777307653243 leaf_weight=7.303142746910452 221.33097564920899 9.7286486392840725 leaf_count=65 2671 104 internal_value=0 4.86967e-05 internal_weight=0 231.06 internal_count=2840 2775 is_linear=0 shrinkage=0.000439788 Tree=3460 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=7.33099 7.81572 threshold=0.089560000000000015 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012267493630918724 -0.023959019107024523 0.023649067949326811 leaf_weight=215.44318189501064 5.5731362737715235 8.0961470382753742 leaf_count=2682 49 109 internal_value=0 0.00204079 internal_weight=0 223.539 internal_count=2840 2791 is_linear=0 shrinkage=0.0224292 Tree=3461 num_leaves=4 num_cat=0 split_feature=155 147 157 split_gain=7.37411 5.86262 0.477791 threshold=0.098655000000000007 0.085900000000000018 0.10381000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7295965852092491e-05 -0.00031441009644801276 0.00026256822088448011 -0.00056139478116118348 leaf_weight=208.59590055095032 3.0368572573643169 20.702437528409064 3.2359629557467997 leaf_count=2545 75 149 71 internal_value=0 3.94606e-05 -0.000443139 internal_weight=0 229.298 6.27282 internal_count=2840 2694 146 is_linear=0 shrinkage=0.000439788 Tree=3462 num_leaves=4 num_cat=0 split_feature=155 38 157 split_gain=7.04798 6.03847 0.470721 threshold=0.098655000000000007 0.087760000000000019 0.10381000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026501723679748655 -0.015933261159824002 -0.01960390877840296 -0.028717643114442012 leaf_weight=216.81420620359131 2.9150556209497145 6.2935287626460186 3.0844280053861439 leaf_count=2643 75 51 71 internal_value=0 0.00202079 -0.0225762 internal_weight=0 223.108 5.99948 internal_count=2840 2694 146 is_linear=0 shrinkage=0.0224292 Tree=3463 num_leaves=4 num_cat=0 split_feature=155 147 157 split_gain=6.94284 5.98791 0.473099 threshold=0.098655000000000007 0.085900000000000018 0.10381000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6150983213034196e-05 -0.00030861579116279764 0.00026418051342444508 -0.00055891408286769511 leaf_weight=208.41854422233882 2.9431055227760217 20.676543742418289 3.09846863290295 leaf_count=2545 75 149 71 internal_value=0 3.85566e-05 -0.00043834 internal_weight=0 229.095 6.04157 internal_count=2840 2694 146 is_linear=0 shrinkage=0.000439788 Tree=3464 num_leaves=4 num_cat=0 split_feature=4 1374 0 split_gain=10.1609 8.41648 5.4099 threshold=0.27150500000000005 0.091490000000000016 -0.23998999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1250875502455098e-05 -0.00012234848424028599 -0.00057192752728316176 0.00031713560537820944 leaf_weight=192.08890724956291 6.8122690990567198 5.5034641046077004 26.272961068898439 leaf_count=2460 40 50 290 internal_value=0 -3.66424e-05 0.000226627 internal_weight=0 197.592 33.0852 internal_count=2840 2510 330 is_linear=0 shrinkage=0.000439788 Tree=3465 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=9.54392 8.30021 5.38763 threshold=0.27150500000000005 -0.22586499999999995 -0.23998999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060099313198138445 -0.00012320884381677229 -1.9147478326331358e-05 0.00031436640543835238 leaf_weight=4.8433027628343543 6.8754207864403716 191.58938023488736 25.92961402842775 leaf_count=71 40 2439 290 internal_value=0 -3.35506e-05 0.000222639 internal_weight=0 196.433 32.805 internal_count=2840 2510 330 is_linear=0 shrinkage=0.000439788 Tree=3466 num_leaves=4 num_cat=0 split_feature=4 1374 0 split_gain=9.8388 9.13975 5.28965 threshold=0.27150500000000005 0.091490000000000016 -0.23998999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9616173187565427e-05 -0.00011894675782271656 -0.00058920932773169599 0.00031401333833193753 leaf_weight=192.05306405576994 6.8883881494402877 5.588765673339366 26.102632518392056 leaf_count=2460 40 50 290 internal_value=0 -3.57781e-05 0.000223597 internal_weight=0 197.642 32.991 internal_count=2840 2510 330 is_linear=0 shrinkage=0.000439788 Tree=3467 num_leaves=4 num_cat=0 split_feature=4 1374 49 split_gain=10.0095 8.4194 3.81862 threshold=0.27150500000000005 0.091490000000000016 0.093350000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.067497012898644e-05 0.00030983447761924568 -0.00057540539945919247 -3.9790548692668114e-05 leaf_weight=191.16722463211045 25.056966891279444 5.4234542287886134 7.9548286208882919 leaf_count=2460 269 50 61 internal_value=0 -3.6033e-05 0.000225611 internal_weight=0 196.591 33.0118 internal_count=2840 2510 330 is_linear=0 shrinkage=0.000439788 Tree=3468 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=12.0775 10.0367 threshold=-0.095439999999999983 0.097080000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0006029417955694807 5.5072479142782082e-05 -0.00044777881198808465 leaf_weight=5.8101699128746978 225.40301783022005 7.9288310350384554 leaf_count=40 2623 160 internal_value=0 3.79499e-05 internal_weight=0 233.332 internal_count=2823 2783 is_linear=0 shrinkage=0.000439788 Tree=3469 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=12.1035 10.3224 threshold=-0.095439999999999983 0.097080000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060420193746976898 5.6372281906663698e-05 -0.00045458773124357205 leaf_weight=5.7823297753930083 223.94567467877641 7.8984245339524923 leaf_count=40 2623 160 internal_value=0 3.8929e-05 internal_weight=0 231.844 internal_count=2823 2783 is_linear=0 shrinkage=0.000439788 Tree=3470 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=12.2705 10.2267 threshold=-0.095439999999999983 0.097080000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060831829588566509 5.5936645905723181e-05 -0.00045204329930612818 leaf_weight=5.7928429394960395 224.91683819016907 7.9167447981890282 leaf_count=40 2623 160 internal_value=0 3.86288e-05 internal_weight=0 232.834 internal_count=2823 2783 is_linear=0 shrinkage=0.000439788 Tree=3471 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=12.6908 10.1936 threshold=-0.095439999999999983 0.097080000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031894593649295672 0.0028786110087185477 -0.023352891636247104 leaf_weight=5.6815644335001698 219.48514141881606 7.6955972180003291 leaf_count=40 2623 160 internal_value=0 0.00198815 internal_weight=0 227.181 internal_count=2823 2783 is_linear=0 shrinkage=0.0224292 Tree=3472 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=7.38205 8.7083 threshold=0.085080000000000003 0.062580000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0023485320357738218 0.021796369398309548 0.012324891308339721 leaf_weight=194.68186420039274 7.4954477827996007 22.702356589958072 leaf_count=2636 69 161 internal_value=0 -0.000815176 internal_weight=0 217.384 internal_count=2866 2797 is_linear=0 shrinkage=0.0224292 Tree=3473 num_leaves=3 num_cat=0 split_feature=9 1186 split_gain=7.12898 7.41454 threshold=-1.0000000180025095e-35 0.085080000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025048654112131811 -0.0014697630357556942 0.021221042354098975 leaf_weight=5.5298873782157889 211.77768688910874 7.4820736274123183 leaf_count=92 2706 68 internal_value=0 -0.000693676 internal_weight=0 219.26 internal_count=2866 2774 is_linear=0 shrinkage=0.0224292 Tree=3474 num_leaves=4 num_cat=0 split_feature=0 48 4 split_gain=6.96433 10.0786 5.60016 threshold=0.062580000000000011 -0.11284499999999999 -0.48515499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.034965887987202932 -0.002131119031729788 -0.00064474048612307125 0.020473668595888301 leaf_weight=4.3812872581183901 9.0698818909004348 197.20494660284021 14.028961648698894 leaf_count=30 83 2670 83 internal_value=0 -0.00139392 0.0116033 internal_weight=0 201.586 23.0988 internal_count=2866 2700 166 is_linear=0 shrinkage=0.0224292 Tree=3475 num_leaves=3 num_cat=0 split_feature=9 50 split_gain=7.32047 6.87531 threshold=-1.0000000180025095e-35 0.10124500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00048929838258037113 6.4255195322689726e-06 -0.00030529581614358953 leaf_weight=5.7157960401382288 210.06562989787199 14.619590689166214 leaf_count=92 2435 339 internal_value=0 -1.38815e-05 internal_weight=0 224.685 internal_count=2866 2774 is_linear=0 shrinkage=0.000439788 Tree=3476 num_leaves=4 num_cat=0 split_feature=403 1 39 split_gain=7.65803 9.99274 7.17486 threshold=-1.0000000180025095e-35 0.080320000000000016 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048087889076452118 -0.0003432307999546742 0.00011313912993372874 5.9296043908583532e-05 leaf_weight=12.8853944784496 8.9337195781990868 9.5063286951044557 197.65131274430314 leaf_count=521 63 164 2091 internal_value=0 -0.000228809 4.18588e-05 internal_weight=0 22.3917 206.585 internal_count=2839 685 2154 is_linear=0 shrinkage=0.000439788 Tree=3477 num_leaves=3 num_cat=0 split_feature=41 3 split_gain=7.3458 7.0272 threshold=0.082980000000000012 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015010490552016351 -0.017232255126986177 0.00050336585054543105 leaf_weight=18.359681238187477 10.752304302528499 195.26773545413744 leaf_count=142 105 2592 internal_value=0 0.00175137 internal_weight=0 213.627 internal_count=2839 2734 is_linear=0 shrinkage=0.0224292 Tree=3478 num_leaves=4 num_cat=0 split_feature=403 1 475 split_gain=7.28756 9.75646 7.5264 threshold=-1.0000000180025095e-35 0.080320000000000016 -0.08459499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02450627848014653 -0.013861782553818742 0.0059052371916033675 0.0033111083442989575 leaf_weight=12.421310895471835 13.756448400963562 9.244288136251269 188.87551112211077 leaf_count=521 204 164 1950 internal_value=0 -0.0115365 0.00214406 internal_weight=0 21.6656 202.632 internal_count=2839 685 2154 is_linear=0 shrinkage=0.0224292 Tree=3479 num_leaves=4 num_cat=0 split_feature=403 1 475 split_gain=7.65836 9.83674 7.43609 threshold=-1.0000000180025095e-35 0.080320000000000016 -0.08459499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048027975713995773 -0.00026717473484416844 0.00010821711449111025 6.3376382585427814e-05 leaf_weight=12.863949424296154 14.101981814135796 9.5672248700866458 194.0551717284834 leaf_count=521 204 164 1950 internal_value=0 -0.000229399 4.09602e-05 internal_weight=0 22.4312 208.157 internal_count=2839 685 2154 is_linear=0 shrinkage=0.000439788 Tree=3480 num_leaves=4 num_cat=0 split_feature=42 157 12 split_gain=8.65555 8.42555 6.6751 threshold=-1.0000000180025095e-35 0.08475000000000002 0.089810000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9586438686245821e-05 8.0793297116321262e-05 -0.00038844441049436197 -0.00043409923463226004 leaf_weight=26.299679097341141 198.49610247195233 7.6690673814155152 12.100782153138423 leaf_count=373 1967 122 395 internal_value=0 6.33039e-05 -0.00016406 internal_weight=0 206.165 38.4005 internal_count=2857 2089 768 is_linear=0 shrinkage=0.000439788 Tree=3481 num_leaves=4 num_cat=0 split_feature=42 40 157 split_gain=9.25875 8.35702 8.3499 threshold=-1.0000000180025095e-35 0.0023950000000000004 0.08475000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026262536898064319 8.317266371785926e-05 0.00027404161246578559 -0.00038441846168170923 leaf_weight=31.936631202872377 199.1134169032448 6.7914205454289904 7.6523141497746101 leaf_count=739 1967 29 122 internal_value=0 -0.000168426 6.58334e-05 internal_weight=0 38.7281 206.766 internal_count=2857 768 2089 is_linear=0 shrinkage=0.000439788 Tree=3482 num_leaves=4 num_cat=0 split_feature=42 40 157 split_gain=9.14835 8.41853 8.31064 threshold=-1.0000000180025095e-35 0.0023950000000000004 0.08475000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026337173675914771 8.1241498670160805e-05 0.00027516130373030041 -0.00038582346324089203 leaf_weight=31.958273775293492 198.90706814097939 6.7936576828360549 7.6330156752374014 leaf_count=739 1967 29 122 internal_value=0 -0.000168872 6.39463e-05 internal_weight=0 38.7519 206.54 internal_count=2857 768 2089 is_linear=0 shrinkage=0.000439788 Tree=3483 num_leaves=4 num_cat=0 split_feature=42 157 40 split_gain=8.51693 8.23641 8.04434 threshold=-1.0000000180025095e-35 0.08475000000000002 0.0023950000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013240998670947827 0.0041343941677872498 -0.0198166976471306 0.013876138629231689 leaf_weight=30.767304691340541 194.64919115207158 7.4825778710655859 6.6849536048248401 leaf_count=739 1967 122 29 internal_value=0 0.00324598 -0.00839618 internal_weight=0 202.132 37.4523 internal_count=2857 2089 768 is_linear=0 shrinkage=0.0224292 Tree=3484 num_leaves=4 num_cat=0 split_feature=376 130 1 split_gain=7.72497 8.7386 1.77318 threshold=1.0000000180025095e-35 0.079100000000000018 0.092770000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6464551148643953e-06 0.00010831120417686105 -0.00046373728115702863 0.00039150928173072643 leaf_weight=208.50220222730422 7.139870963990691 8.3209103508561366 10.714914469746871 leaf_count=2386 26 315 130 internal_value=0 -2.2304e-05 0.000278499 internal_weight=0 216.823 17.8548 internal_count=2857 2701 156 is_linear=0 shrinkage=0.000439788 Tree=3485 num_leaves=4 num_cat=0 split_feature=376 130 1 split_gain=6.97277 8.48383 1.76921 threshold=1.0000000180025095e-35 0.079100000000000018 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6685017726819621e-05 0.0051788388666011804 -0.023799736133547439 0.019884225637036894 leaf_weight=202.59648044226924 6.9435699284076717 7.8594814400712485 10.14992717374116 leaf_count=2386 25 315 131 internal_value=0 -0.000964701 0.0139232 internal_weight=0 210.456 17.0935 internal_count=2857 2701 156 is_linear=0 shrinkage=0.0224292 Tree=3486 num_leaves=4 num_cat=0 split_feature=156 1 156 split_gain=6.7624 6.39484 3.08379 threshold=0.10533500000000001 0.10384000000000002 0.11896500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016827847632500499 -0.0046069434571628879 0.0066025486245240676 -0.033278122638641931 leaf_weight=151.84908924013143 3.400550667429342 67.760605406714603 4.2413746123202145 leaf_count=2112 68 588 89 internal_value=0 0.000874008 -0.0205631 internal_weight=0 219.61 7.64193 internal_count=2857 2700 157 is_linear=0 shrinkage=0.0224292 Tree=3487 num_leaves=4 num_cat=0 split_feature=13 39 48 split_gain=7.08405 11.9762 11.0195 threshold=-0.095244999999999982 0.0047850000000000011 0.036755000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027030287246758455 -0.00012046320403360174 0.00019135810866091718 -0.00018314432293796605 leaf_weight=30.904253618558869 158.30407522956375 28.024943991214968 15.576065503992139 leaf_count=241 2197 294 125 internal_value=0 -7.35487e-05 0.000118335 internal_weight=0 186.329 46.4803 internal_count=2857 2491 366 is_linear=0 shrinkage=0.000439788 Tree=3488 num_leaves=3 num_cat=0 split_feature=1374 50 split_gain=9.87452 9.7465 threshold=-0.095439999999999983 0.088495000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048756784455159907 3.9067287873870274e-05 -0.00026468460601967927 leaf_weight=8.0072648171335441 204.77881327888463 22.676544882240705 leaf_count=53 2317 519 internal_value=0 8.76456e-06 internal_weight=0 227.455 internal_count=2889 2836 is_linear=0 shrinkage=0.000439788 Tree=3489 num_leaves=3 num_cat=0 split_feature=1374 50 split_gain=9.72799 9.66227 threshold=-0.095439999999999983 0.088495000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048302245413944144 4.0615011563161673e-05 -0.00026405716695751134 leaf_weight=7.9811793547123662 203.35066534962971 22.325613707274897 leaf_count=53 2317 519 internal_value=0 1.04547e-05 internal_weight=0 225.676 internal_count=2889 2836 is_linear=0 shrinkage=0.000439788 Tree=3490 num_leaves=3 num_cat=0 split_feature=1374 50 split_gain=10.0371 9.74803 threshold=-0.095439999999999983 0.088495000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049464789905969548 3.7030759587927031e-05 -0.00026616059135724072 leaf_weight=7.973940582945942 205.25900768430438 22.767905893706484 leaf_count=53 2317 519 internal_value=0 6.73813e-06 internal_weight=0 228.027 internal_count=2889 2836 is_linear=0 shrinkage=0.000439788 Tree=3491 num_leaves=4 num_cat=0 split_feature=50 48 1 split_gain=9.14843 12.9043 8.90218 threshold=0.088495000000000004 0.11978500000000002 0.13842500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3729647893844281e-05 -0.00038573772107964823 -0.00044996152404919035 0.00038708785099631561 leaf_weight=201.97079302504426 19.693699932366147 10.768051262246443 3.3608236515428862 leaf_count=2281 501 86 21 internal_value=0 1.87027e-05 -0.00027285 internal_weight=0 212.739 23.0545 internal_count=2889 2367 522 is_linear=0 shrinkage=0.000439788 Tree=3492 num_leaves=4 num_cat=0 split_feature=4 2 1 split_gain=10.3649 10.7943 1.62583 threshold=-0.49096999999999996 0.089765000000000025 0.084885000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032993382513551037 -0.0058479531097948368 0.004311553139769015 -0.014653021674953918 leaf_weight=4.7692341357469541 92.406115569348913 122.11247156409081 5.0532949082553387 leaf_count=41 1522 1212 95 internal_value=0 -6.48909e-05 -0.0236047 internal_weight=0 214.519 9.82253 internal_count=2870 2734 136 is_linear=0 shrinkage=0.0224292 Tree=3493 num_leaves=4 num_cat=0 split_feature=4 51 1 split_gain=9.98334 8.48284 1.57389 threshold=-0.49096999999999996 -0.41122499999999995 0.084885000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032526616756736397 -0.030305960471081191 0.00059489323906433884 -0.014415780846679311 leaf_weight=4.7298907395452243 4.5473948242142788 209.7265963962418 5.0219233063980937 leaf_count=41 99 2635 95 internal_value=0 -6.35365e-05 -0.0232464 internal_weight=0 214.274 9.75181 internal_count=2870 2734 136 is_linear=0 shrinkage=0.0224292 Tree=3494 num_leaves=4 num_cat=0 split_feature=4 2 1 split_gain=9.61452 10.3153 1.52367 threshold=-0.49096999999999996 0.088260000000000019 0.084885000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032063047349777767 -0.0062259737633748088 0.0038677365191510248 -0.014179784894791618 leaf_weight=4.6913690324872714 83.3914486146532 130.79626462532906 4.9916554158553481 leaf_count=41 1365 1369 95 internal_value=0 -6.23346e-05 -0.0228902 internal_weight=0 214.188 9.68302 internal_count=2870 2734 136 is_linear=0 shrinkage=0.0224292 Tree=3495 num_leaves=4 num_cat=0 split_feature=4 2 1 split_gain=9.25778 9.89992 1.47511 threshold=-0.49096999999999996 0.089765000000000025 0.084885000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031602767753335613 -0.0056102704557914589 0.0041324843299680647 -0.01394513707080283 leaf_weight=4.6536481883376819 92.09882902278332 121.87989762431243 4.9624599991366267 leaf_count=41 1522 1212 95 internal_value=0 -6.10322e-05 -0.0225361 internal_weight=0 213.979 9.61611 internal_count=2870 2734 136 is_linear=0 shrinkage=0.0224292 Tree=3496 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=6.83357 9.52203 5.55691 threshold=0.082870000000000013 -0.15765999999999997 0.090740000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011285813728650515 0.0012137791526944074 -0.0029572515635706799 0.018698212350004205 leaf_weight=27.518097112886608 18.983003430534154 165.68281321419636 17.629810860846192 leaf_count=221 114 2374 129 internal_value=0 -0.000927661 0.00963825 internal_weight=0 193.201 36.6128 internal_count=2838 2595 243 is_linear=0 shrinkage=0.0224292 Tree=3497 num_leaves=4 num_cat=0 split_feature=480 457 42 split_gain=7.33533 6.49847 1.50208 threshold=0.08456000000000001 0.082870000000000013 0.090145000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4243391014126154e-06 -0.00056503567332990201 0.00019758631667306687 -0.00015995113097860437 leaf_weight=191.85747228728724 4.6610865199472746 37.107558478135616 2.8797694145468995 leaf_count=2394 122 241 81 internal_value=0 2.91665e-05 -0.000411133 internal_weight=0 228.965 7.54086 internal_count=2838 2635 203 is_linear=0 shrinkage=0.000439788 Tree=3498 num_leaves=4 num_cat=0 split_feature=480 457 43 split_gain=7.5228 6.71097 1.3835 threshold=0.08456000000000001 0.082870000000000013 -0.070149999999999976 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9221742868749654e-06 -0.00021019001920171215 0.00020041958638779847 -0.00058790514794651312 leaf_weight=193.29671016987413 3.5152563308365643 37.459495841525495 4.0826246419455847 leaf_count=2394 106 241 97 internal_value=0 3.01009e-05 -0.000414115 internal_weight=0 230.756 7.59788 internal_count=2838 2635 203 is_linear=0 shrinkage=0.000439788 Tree=3499 num_leaves=4 num_cat=0 split_feature=483 12 48 split_gain=7.1468 7.46334 6.53322 threshold=0.088030000000000011 -1.0000000180025095e-35 0.092825000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5555734892614633e-05 0.01696478630114304 -0.026045529072054995 0.010258686010191221 leaf_weight=181.37242606221116 2.6038029189221552 9.0084270560182613 36.872657006140798 leaf_count=2306 39 224 269 internal_value=0 -0.0163893 0.00165454 internal_weight=0 11.6122 218.245 internal_count=2838 263 2575 is_linear=0 shrinkage=0.0224292 Tree=3500 num_leaves=3 num_cat=0 split_feature=0 1348 split_gain=7.93852 7.04561 threshold=0.17491000000000004 0.090050000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0027402816078386963 0.021119718234299575 0.022043576840736514 leaf_weight=207.75060048978776 7.6870239856652907 5.9163271114230147 leaf_count=2746 30 36 internal_value=0 -0.00205212 internal_weight=0 213.667 internal_count=2812 2782 is_linear=0 shrinkage=0.0224292 Tree=3501 num_leaves=3 num_cat=0 split_feature=0 1348 split_gain=7.63879 6.80908 threshold=0.17491000000000004 0.090050000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0026794523924475238 0.020807110753784795 0.021843417846675376 leaf_weight=207.70249564864207 7.6284635886549941 5.8376921741291872 leaf_count=2746 30 36 internal_value=0 -0.00200716 internal_weight=0 213.54 internal_count=2812 2782 is_linear=0 shrinkage=0.0224292 Tree=3502 num_leaves=3 num_cat=0 split_feature=0 1348 split_gain=7.06663 6.76057 threshold=0.17491000000000004 0.090050000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.2468792985842036e-05 0.00039119758743531348 0.00042472710093481537 leaf_weight=213.51079685936566 7.5999972205609074 5.8819233970716587 leaf_count=2746 30 36 internal_value=0 -3.96393e-05 internal_weight=0 219.393 internal_count=2812 2782 is_linear=0 shrinkage=0.000439788 Tree=3503 num_leaves=3 num_cat=0 split_feature=0 1348 split_gain=7.33906 6.57941 threshold=0.17491000000000004 0.090050000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0026199145392686654 0.020481380248661009 0.021640146725464569 leaf_weight=207.76696477612131 7.5702618109062305 5.7613033382222048 leaf_count=2746 30 36 internal_value=0 -0.00196347 internal_weight=0 213.528 internal_count=2812 2782 is_linear=0 shrinkage=0.0224292 Tree=3504 num_leaves=3 num_cat=0 split_feature=1212 131 split_gain=6.63809 5.57692 threshold=-1.0000000180025095e-35 0.088865000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023937831547742011 0.0018954224260654296 -0.01083998195432097 leaf_weight=5.5743346284143618 201.80307604710106 18.900624490110204 leaf_count=205 2248 386 internal_value=0 0.000803944 internal_weight=0 220.704 internal_count=2839 2634 is_linear=0 shrinkage=0.0224292 Tree=3505 num_leaves=3 num_cat=0 split_feature=1212 376 split_gain=6.8407 6.08766 threshold=-1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046923221420241067 -4.8145203705964427e-06 0.00028499718070497794 leaf_weight=5.7837893762625745 212.28169306440395 14.990732752252368 leaf_count=205 2497 137 internal_value=0 1.43236e-05 internal_weight=0 227.272 internal_count=2839 2634 is_linear=0 shrinkage=0.000439788 Tree=3506 num_leaves=4 num_cat=0 split_feature=133 1212 133 split_gain=6.5021 6.02508 0.155037 threshold=0.16912000000000002 -1.0000000180025095e-35 0.51392000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02398049078727018 -0.02493861944134837 0.0013690919369005376 -0.016024600567312818 leaf_weight=4.8033257544739163 4.5402901862980789 215.43358888608054 1.4421543286880476 leaf_count=175 203 2380 81 internal_value=0 0.000814192 -0.0228476 internal_weight=0 220.237 5.98244 internal_count=2839 2555 284 is_linear=0 shrinkage=0.0224292 Tree=3507 num_leaves=4 num_cat=0 split_feature=156 1212 50 split_gain=6.89194 6.88613 0.0158858 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.098625000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045985669385406846 -0.0004687912747042173 2.5899501995870806e-05 -0.00053765012808037517 leaf_weight=2.5854465030133715 5.5612574825063339 220.25763845955953 2.5552306849276647 leaf_count=84 205 2486 64 internal_value=0 1.36781e-05 -0.000500371 internal_weight=0 225.819 5.14068 internal_count=2839 2691 148 is_linear=0 shrinkage=0.000439788 Tree=3508 num_leaves=3 num_cat=0 split_feature=448 1348 split_gain=6.48232 7.42133 threshold=-0.083779999999999979 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043196145189464206 2.0803977653522968e-05 0.00044752715607665158 leaf_weight=5.8582051526755086 226.44595735680196 8.1480589518323523 leaf_count=47 2793 46 internal_value=0 3.56604e-05 internal_weight=0 234.594 internal_count=2886 2839 is_linear=0 shrinkage=0.000439788 Tree=3509 num_leaves=3 num_cat=0 split_feature=448 1348 split_gain=6.42098 7.5854 threshold=-0.083779999999999979 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042796470085927109 2.1376901596755021e-05 0.00045079504567800878 leaf_weight=5.8836983805522314 226.68253625085345 8.2266252250410599 leaf_count=47 2793 46 internal_value=0 3.64507e-05 internal_weight=0 234.909 internal_count=2886 2839 is_linear=0 shrinkage=0.000439788 Tree=3510 num_leaves=3 num_cat=0 split_feature=448 4 split_gain=6.42405 6.38782 threshold=-0.083779999999999979 0.50666500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004290795278140362 2.0802277840060114e-05 0.00039386276295246057 leaf_weight=5.8835603138431898 226.33677474487922 9.2207766135688853 leaf_count=47 2682 157 internal_value=0 3.54363e-05 internal_weight=0 235.558 internal_count=2886 2839 is_linear=0 shrinkage=0.000439788 Tree=3511 num_leaves=3 num_cat=0 split_feature=448 38 split_gain=6.72654 6.81612 threshold=-0.083779999999999979 0.10208000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022604369124508614 0.0024939768458315955 -0.022795715342209717 leaf_weight=5.7640618905425063 223.82524105824996 5.4739839936373746 leaf_count=47 2790 49 internal_value=0 0.0018884 internal_weight=0 229.299 internal_count=2886 2839 is_linear=0 shrinkage=0.0224292 Tree=3512 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=5.89369 12.6791 7.33802 threshold=0.088975000000000012 -0.084804999999999978 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010132002299660381 0.0083655985966707598 0.0047582471058390174 -0.0041233322622975946 leaf_weight=55.071053880266845 82.948736218502745 60.19251736876322 33.100348511245102 leaf_count=826 864 905 250 internal_value=0 -0.00235657 0.00480332 internal_weight=0 115.264 116.049 internal_count=2845 1731 1114 is_linear=0 shrinkage=0.0224292 Tree=3513 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=7.33985 12.4755 6.55965 threshold=0.088975000000000012 -0.084804999999999978 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020686901528619542 0.000135990769257336 7.9350450629198674e-05 -0.00017807581838456528 leaf_weight=56.252206848555943 104.95152790122665 61.789502322382759 14.641959792003034 leaf_count=826 868 905 246 internal_value=0 -5.70574e-05 9.7517e-05 internal_weight=0 118.042 119.593 internal_count=2845 1731 1114 is_linear=0 shrinkage=0.000439788 Tree=3514 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.54639 11.8785 7.56125 threshold=0.088975000000000012 -0.084804999999999978 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019723713721003143 0.00016517434111533018 8.2455637021860929e-05 -8.0283889114847614e-05 leaf_weight=56.0046759894758 85.512634886661544 61.711525098944549 33.877713682129979 leaf_count=826 864 905 250 internal_value=0 -5.06214e-05 9.55224e-05 internal_weight=0 117.716 119.39 internal_count=2845 1731 1114 is_linear=0 shrinkage=0.000439788 Tree=3515 num_leaves=4 num_cat=0 split_feature=1 0 47 split_gain=6.77812 12.2599 7.29734 threshold=0.088975000000000012 -0.084804999999999978 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020123298313000566 0.00016586730477357724 8.3526949466391739e-05 -7.6147425966300415e-05 leaf_weight=55.793756281258538 84.8065380086191 61.410553219437134 33.646177782211453 leaf_count=826 864 905 250 internal_value=0 -5.20404e-05 9.71225e-05 internal_weight=0 117.204 118.453 internal_count=2845 1731 1114 is_linear=0 shrinkage=0.000439788 Tree=3516 num_leaves=4 num_cat=0 split_feature=483 160 0 split_gain=7.72044 7.81378 2.06344 threshold=0.09641000000000001 0.09389500000000002 -0.081724999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003704461913357826 -0.032130635312688192 -0.010325160921600494 -0.0072847216166478292 leaf_weight=194.15560845058644 4.0223874617367983 22.241861321264878 2.9037505845772094 leaf_count=2427 79 248 93 internal_value=0 0.00226168 -0.0217628 internal_weight=0 216.397 6.92614 internal_count=2847 2675 172 is_linear=0 shrinkage=0.0224292 Tree=3517 num_leaves=4 num_cat=0 split_feature=483 160 0 split_gain=7.44219 7.47072 2.0461 threshold=0.09641000000000001 0.09389500000000002 -0.081224999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036209415855207872 -0.031837603961141124 -0.010102295930165234 -0.0069688928697581891 leaf_weight=194.17895063303877 3.9911900676088408 22.22329677012749 2.8678872840246177 leaf_count=2427 81 248 91 internal_value=0 0.00221088 -0.0214878 internal_weight=0 216.402 6.85908 internal_count=2847 2675 172 is_linear=0 shrinkage=0.0224292 Tree=3518 num_leaves=4 num_cat=0 split_feature=483 160 0 split_gain=7.21109 6.99731 2.16851 threshold=0.09641000000000001 0.09389500000000002 -0.080844999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6072406624020168e-05 -0.00061174137459547189 -0.0001911091857537772 -0.00011431608390515632 leaf_weight=200.31578210167936 4.1978970221243799 22.770653365529142 2.8519469620659939 leaf_count=2427 83 248 89 internal_value=0 3.98075e-05 -0.000411365 internal_weight=0 223.086 7.04984 internal_count=2847 2675 172 is_linear=0 shrinkage=0.000439788 Tree=3519 num_leaves=4 num_cat=0 split_feature=483 158 0 split_gain=7.16943 7.36705 2.01873 threshold=0.09641000000000001 0.10618000000000001 -0.081224999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028550854515585495 -0.031606233652617138 -0.022374978532019803 -0.0068210625190442131 leaf_weight=210.56685392867075 3.9312352923443541 5.9687715134350574 2.8653089455328873 leaf_count=2531 81 144 91 internal_value=0 0.00215771 -0.0212056 internal_weight=0 216.536 6.79654 internal_count=2847 2675 172 is_linear=0 shrinkage=0.0224292 Tree=3520 num_leaves=4 num_cat=0 split_feature=47 0 3 split_gain=8.6402 8.9945 7.52677 threshold=0.087850000000000025 -0.23033499999999998 -0.13058499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032813606914131239 0.00022634367016560709 9.1016164312716361e-06 -0.00029615807901233826 leaf_weight=18.920154272112995 6.5570081360638133 175.23653555352939 28.251993655227125 leaf_count=83 29 2429 316 internal_value=0 4.022e-05 -0.000197664 internal_weight=0 194.157 34.809 internal_count=2857 2512 345 is_linear=0 shrinkage=0.000439788 Tree=3521 num_leaves=4 num_cat=0 split_feature=47 4 4 split_gain=8.17938 10.7835 7.69484 threshold=0.087850000000000025 0.0063000000000000009 -0.018964999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6749075990167944e-05 0.00014050262737607281 0.00018431045044041517 -0.00032441610747860355 leaf_weight=130.23463910794817 9.4834115235134941 63.46395784750348 25.027147034415975 leaf_count=1866 96 646 249 internal_value=0 3.56905e-05 -0.000196651 internal_weight=0 193.699 34.5106 internal_count=2857 2512 345 is_linear=0 shrinkage=0.000439788 Tree=3522 num_leaves=4 num_cat=0 split_feature=47 4 4 split_gain=8.54548 10.223 7.90836 threshold=0.087850000000000025 0.0063000000000000009 -0.018964999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001703066555230744 0.0073103660878555401 0.0094244874644293757 -0.016967421560362787 leaf_weight=126.8630252982548 9.2951416443102044 61.729109908512328 24.543192448094487 leaf_count=1866 96 646 249 internal_value=0 0.00193974 -0.0102981 internal_weight=0 188.592 33.8383 internal_count=2857 2512 345 is_linear=0 shrinkage=0.0224292 Tree=3523 num_leaves=4 num_cat=0 split_feature=47 4 3 split_gain=7.79651 10.2457 7.41124 threshold=0.087850000000000025 0.0063000000000000009 -0.13058499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6156915926674462e-05 0.00023095031081549522 0.00017943194335213691 -0.00029058323670885913 leaf_weight=129.99489869942772 6.4769174796529105 63.421850778686348 27.978341956157237 leaf_count=1866 29 646 316 internal_value=0 3.4546e-05 -0.000192471 internal_weight=0 193.417 34.4553 internal_count=2857 2512 345 is_linear=0 shrinkage=0.000439788 Tree=3524 num_leaves=3 num_cat=0 split_feature=4 151 split_gain=7.32917 6.61348 threshold=0.51074000000000008 -0.40941499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044593419491087682 0.00046627782765479682 2.1587763683033334e-05 leaf_weight=5.9907686235383144 6.9770970693789414 222.96289028105093 leaf_count=60 134 2688 internal_value=0 9.31849e-06 internal_weight=0 228.954 internal_count=2882 2748 is_linear=0 shrinkage=0.000439788 Tree=3525 num_leaves=4 num_cat=0 split_feature=403 151 1 split_gain=7.97571 7.04845 0.254452 threshold=-0.092224999999999988 -0.40941499999999992 0.091105000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023599234899853824 -0.022611234850098583 0.0026410436716123782 -0.013023358383727326 leaf_weight=5.9825453060911959 5.6885719411075106 215.94308208540315 1.5171565483324227 leaf_count=288 60 2485 49 internal_value=0 0.00199101 -0.0214983 internal_weight=0 221.632 7.4997 internal_count=2882 2545 337 is_linear=0 shrinkage=0.0224292 Tree=3526 num_leaves=4 num_cat=0 split_feature=403 151 1 split_gain=7.9069 7.44506 0.294714 threshold=-0.092224999999999988 -0.40941499999999992 0.091265000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046192956658165895 -0.00044871512081598073 5.1406875547614853e-05 -0.00023958767734963345 leaf_weight=6.0480957771651438 5.891347885131835 222.05715393292485 1.5086591630242763 leaf_count=290 60 2485 47 internal_value=0 3.84447e-05 -0.000418256 internal_weight=0 227.949 7.55675 internal_count=2882 2545 337 is_linear=0 shrinkage=0.000439788 Tree=3527 num_leaves=4 num_cat=0 split_feature=403 151 1 split_gain=7.74482 6.77361 0.262597 threshold=-0.092224999999999988 -0.40941499999999992 0.091105000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023570928235573864 -0.022228388386887395 0.0025814825296008185 -0.012796734270272076 leaf_weight=5.8568083535647011 5.6626324504613867 216.05869013417396 1.5097064531873909 leaf_count=288 60 2485 49 internal_value=0 0.00194599 -0.0214016 internal_weight=0 221.721 7.36651 internal_count=2882 2545 337 is_linear=0 shrinkage=0.0224292 Tree=3528 num_leaves=4 num_cat=0 split_feature=151 4 150 split_gain=7.78587 10.9421 7.28981 threshold=-0.016239999999999994 0.27150500000000005 0.083435000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023150520070202062 -0.005129065435856275 0.011776163444110367 0.014347495325382223 leaf_weight=23.70824581803754 144.08359653683146 22.214638165663928 29.793464946560562 leaf_count=244 2091 265 230 internal_value=0 -0.00286972 0.00696562 internal_weight=0 166.298 53.5017 internal_count=2830 2356 474 is_linear=0 shrinkage=0.0224292 Tree=3529 num_leaves=4 num_cat=0 split_feature=151 4 52 split_gain=7.45828 10.5026 9.88739 threshold=-0.016239999999999994 0.27150500000000005 -0.090304999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014226592053807349 -0.0050193372786331396 0.011594962403060505 0.011249889101968932 leaf_weight=9.2570773537736368 143.93323447293369 22.057842573616654 44.109155122190714 leaf_count=120 2091 265 354 internal_value=0 -0.00281045 0.00682715 internal_weight=0 165.991 53.3662 internal_count=2830 2356 474 is_linear=0 shrinkage=0.0224292 Tree=3530 num_leaves=4 num_cat=0 split_feature=151 52 52 split_gain=7.14116 10.4624 9.46858 threshold=-0.016239999999999994 0.18829500000000002 -0.090304999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013937216633165408 -0.0012367332324466883 -0.023711827642273458 0.011019344960762522 leaf_weight=9.2379565719747898 154.53745582466945 11.154220938682554 44.023347207345068 leaf_count=120 2064 292 354 internal_value=0 -0.00275229 0.00668729 internal_weight=0 165.692 53.2613 internal_count=2830 2356 474 is_linear=0 shrinkage=0.0224292 Tree=3531 num_leaves=4 num_cat=0 split_feature=151 4 52 split_gain=7.19746 11.2768 9.03684 threshold=-0.016239999999999994 0.27150500000000005 -0.090304999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025931705149723764 -9.9139765531552063e-05 0.00023257072181374206 0.00021124132590502064 leaf_weight=9.553050375543533 147.61157218605513 22.878363016061485 45.043089530430734 leaf_count=120 2091 265 354 internal_value=0 -5.46059e-05 0.000128843 internal_weight=0 170.49 54.5961 internal_count=2830 2356 474 is_linear=0 shrinkage=0.000439788 Tree=3532 num_leaves=4 num_cat=0 split_feature=1 51 3 split_gain=8.24926 9.68962 6.84045 threshold=0.10437000000000002 -0.10433999999999997 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041942715060129591 0.00024660810974155752 -2.7424031206261323e-06 -4.0543070153456565e-05 leaf_weight=11.624480946222318 46.309871344128624 147.92279350286117 24.539529826957732 leaf_count=205 436 2002 197 internal_value=0 -3.31483e-05 0.000147166 internal_weight=0 159.547 70.8494 internal_count=2840 2207 633 is_linear=0 shrinkage=0.000439788 Tree=3533 num_leaves=4 num_cat=0 split_feature=457 1 1456 split_gain=8.05567 8.58374 7.7736 threshold=-0.0034949999999999994 0.099470000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026926419205998166 0.0031745624809348524 0.0030815629799075791 -0.022647143172289653 leaf_weight=10.138626137631947 199.68159973670845 9.0773433577269298 6.0237251650542012 leaf_count=177 2428 54 181 internal_value=0 -0.0127621 0.00241639 internal_weight=0 19.216 205.705 internal_count=2840 231 2609 is_linear=0 shrinkage=0.0224292 Tree=3534 num_leaves=4 num_cat=0 split_feature=457 1 1456 split_gain=7.74703 8.35372 7.50486 threshold=-0.0034949999999999994 0.099470000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02669146072361887 0.0031031580203370992 0.0030154480838826261 -0.022422844590039227 leaf_weight=10.000207349075938 199.69485555306892 9.0688227657228691 5.9485665520769535 leaf_count=177 2428 54 181 internal_value=0 -0.0125746 0.00236276 internal_weight=0 19.069 205.643 internal_count=2840 231 2609 is_linear=0 shrinkage=0.0224292 Tree=3535 num_leaves=4 num_cat=0 split_feature=1 51 3 split_gain=8.36981 9.71393 6.71062 threshold=0.10437000000000002 -0.10433999999999997 0.10805000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004219814312606261 0.00024534677357291261 -6.4588240244119865e-06 -3.6126297374157511e-05 leaf_weight=11.726562083233146 45.613386454293504 147.9320772033534 25.550894015934318 leaf_count=205 431 2002 202 internal_value=0 -3.70248e-05 0.000144304 internal_weight=0 159.659 71.1643 internal_count=2840 2207 633 is_linear=0 shrinkage=0.000439788 Tree=3536 num_leaves=3 num_cat=0 split_feature=9 456 split_gain=6.8049 6.49867 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02313104266608745 -0.023374409408980678 0.00011450508874415642 leaf_weight=6.2671938764397046 6.075207599438726 213.95343667967245 leaf_count=95 61 2658 internal_value=0 -0.000536019 internal_weight=0 220.029 internal_count=2814 2719 is_linear=0 shrinkage=0.0224292 Tree=3537 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.70645 9.36484 threshold=0.087445000000000009 0.13736000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.2034344424592937e-05 -0.00049447764823098517 0.00018207742455778462 leaf_weight=176.56808479037136 5.8513504923321298 50.879066493129358 leaf_count=2330 46 438 internal_value=0 1.58729e-05 internal_weight=0 227.447 internal_count=2814 2768 is_linear=0 shrinkage=0.000439788 Tree=3538 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=8.02418 9.39604 threshold=0.087445000000000009 0.13736000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.5511407412604568e-05 -0.00050915324782694227 0.00017991323565565723 leaf_weight=174.4285471131443 5.8245586236007503 50.475987431360409 leaf_count=2330 46 438 internal_value=0 1.28481e-05 internal_weight=0 224.905 internal_count=2814 2768 is_linear=0 shrinkage=0.000439788 Tree=3539 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.69693 9.50546 threshold=0.087445000000000009 0.13736000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.7393575046787067e-05 -0.00052859405178710137 0.00015049939203131354 leaf_weight=177.82374856638489 5.8845446705818167 49.483215602114797 leaf_count=2330 46 438 internal_value=0 -1.99511e-05 internal_weight=0 227.307 internal_count=2814 2768 is_linear=0 shrinkage=0.000439788 Tree=3540 num_leaves=4 num_cat=0 split_feature=481 1374 159 split_gain=6.67649 8.45975 1.02725 threshold=-0.0082899999999999988 -0.094679999999999986 -0.092444999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057406214097475757 -0.026372339129079287 0.0011726271047089447 -0.026102690237216796 leaf_weight=1.622610480058938 5.7414530776441088 213.49067323224153 5.5451013654819681 leaf_count=45 43 2527 234 internal_value=0 0.000449021 -0.0215207 internal_weight=0 219.232 7.16771 internal_count=2849 2570 279 is_linear=0 shrinkage=0.0224292 Tree=3541 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=6.55318 7.20835 threshold=0.077685000000000018 -0.088294999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02390513788217721 -0.021845375727477225 0.0011099701005567973 leaf_weight=5.9376306943595401 6.831553236115723 213.53678654503892 leaf_count=44 97 2708 internal_value=0 0.000431194 internal_weight=0 219.474 internal_count=2849 2752 is_linear=0 shrinkage=0.0224292 Tree=3542 num_leaves=4 num_cat=0 split_feature=481 1374 159 split_gain=6.48349 7.75261 1.01285 threshold=-0.0082899999999999988 -0.094679999999999986 -0.091674999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0058960959732130324 -0.025208377308765025 0.0011374751102903942 -0.026056934593847312 leaf_weight=1.6477091441629452 5.7517032623291007 213.46081462391885 5.4050518011208615 leaf_count=49 43 2527 230 internal_value=0 0.000444077 -0.0213755 internal_weight=0 219.213 7.05276 internal_count=2849 2570 279 is_linear=0 shrinkage=0.0224292 Tree=3543 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=6.27418 6.61504 threshold=0.077685000000000018 -0.088294999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022878484517806292 -0.021466334727964175 0.0010750987089932201 leaf_weight=5.942775033414363 6.7714233081787816 213.45951911393786 leaf_count=44 97 2708 internal_value=0 0.000424353 internal_weight=0 219.402 internal_count=2849 2752 is_linear=0 shrinkage=0.0224292 Tree=3544 num_leaves=3 num_cat=0 split_feature=51 1374 split_gain=7.23197 7.0471 threshold=-0.40775499999999992 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028081095782779612 0.0012889614322310638 -0.023605953164613159 leaf_weight=4.4900077142519867 211.81175957829691 5.85995462629944 leaf_count=104 2692 50 internal_value=0 0.000616752 internal_weight=0 217.672 internal_count=2846 2742 is_linear=0 shrinkage=0.0224292 Tree=3545 num_leaves=3 num_cat=0 split_feature=1374 2 split_gain=6.44215 6.55355 threshold=0.09309000000000002 0.088030000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.3631324553983555e-05 -0.00044776625536870979 7.148101965350673e-05 leaf_weight=85.475279069738463 6.0368690276518455 137.25504509336315 leaf_count=1357 51 1438 internal_value=0 1.19528e-05 internal_weight=0 222.73 internal_count=2846 2795 is_linear=0 shrinkage=0.000439788 Tree=3546 num_leaves=3 num_cat=0 split_feature=1374 2 split_gain=6.2426 5.91847 threshold=0.09309000000000002 0.088030000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.8641714132247906e-05 -0.00044285045803533113 6.9594377689142885e-05 leaf_weight=84.366239176481031 5.9520604731515041 136.11745135334786 leaf_count=1357 51 1438 internal_value=0 1.28712e-05 internal_weight=0 220.484 internal_count=2846 2795 is_linear=0 shrinkage=0.000439788 Tree=3547 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=6.4556 6.0601 threshold=0.09309000000000002 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014351236946317973 -0.023122320215361088 -0.017592744896129869 leaf_weight=207.63506008178229 5.877475766465067 8.7571013621054572 leaf_count=2699 51 96 internal_value=0 0.000663607 internal_weight=0 216.392 internal_count=2846 2795 is_linear=0 shrinkage=0.0224292 Tree=3548 num_leaves=4 num_cat=0 split_feature=42 157 3 split_gain=11.3342 9.22175 2.8673 threshold=-0.11033999999999998 -0.083944999999999978 -0.036619999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024443389690206093 -0.00033644524202795686 5.5985589448717667e-05 -0.00077767986304540259 leaf_weight=4.0624458421953022 12.230508636566809 212.46478924178518 3.7785810416098675 leaf_count=132 224 2450 30 internal_value=0 3.45982e-05 -0.000502669 internal_weight=0 224.695 7.84103 internal_count=2836 2674 162 is_linear=0 shrinkage=0.000439788 Tree=3549 num_leaves=4 num_cat=0 split_feature=42 157 3 split_gain=10.9886 9.07531 2.93956 threshold=-0.11033999999999998 -0.083944999999999978 -0.043099999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019876394539058325 -0.00033165296959584213 5.6566361720929306e-05 -0.00073861756671226165 leaf_weight=3.6128840172023047 12.300805373815818 213.10137273924192 4.2700939015485337 leaf_count=124 224 2450 38 internal_value=0 3.53539e-05 -0.000492273 internal_weight=0 225.402 7.88298 internal_count=2836 2674 162 is_linear=0 shrinkage=0.000439788 Tree=3550 num_leaves=4 num_cat=0 split_feature=42 157 3 split_gain=11.2631 9.08919 2.83819 threshold=-0.11033999999999998 -0.083944999999999978 -0.036619999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024178416626357654 -0.00033188640370839298 5.8852191010386258e-05 -0.00077258786187339972 leaf_weight=4.0678449424449354 12.156964223715475 211.9232853896101 3.7659654151648274 leaf_count=132 224 2450 30 internal_value=0 3.76271e-05 -0.000498217 internal_weight=0 224.08 7.83381 internal_count=2836 2674 162 is_linear=0 shrinkage=0.000439788 Tree=3551 num_leaves=4 num_cat=0 split_feature=42 157 3 split_gain=11.0773 9.34089 2.83846 threshold=-0.11033999999999998 -0.083944999999999978 -0.043099999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020483423901513452 -0.00033806523912109014 5.6617841068722118e-05 -0.00073624464342753873 leaf_weight=3.5829692358092871 12.249398281273896 212.2122332584695 4.2833301897626361 leaf_count=124 224 2450 38 internal_value=0 3.50521e-05 -0.000495278 internal_weight=0 224.462 7.8663 internal_count=2836 2674 162 is_linear=0 shrinkage=0.000439788 Tree=3552 num_leaves=4 num_cat=0 split_feature=1213 456 48 split_gain=9.40329 7.53071 2.82915 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048753021526601483 -0.00043366197605302373 3.4076009787304895e-05 0.00013090982080792956 leaf_weight=9.4700561464996991 6.8551610936410716 211.26343695048126 1.6763743185438205 leaf_count=419 65 2336 31 internal_value=0 1.9339e-05 -0.000394455 internal_weight=0 218.119 11.1464 internal_count=2851 2401 450 is_linear=0 shrinkage=0.000439788 Tree=3553 num_leaves=4 num_cat=0 split_feature=1213 456 132 split_gain=9.43726 7.64507 2.44239 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.097600000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048868932988349709 -0.00043834224414581179 3.2399158162952562e-05 4.4786290960160975e-05 leaf_weight=9.3059641962172446 6.8699118881486347 212.57047686874284 2.0156071004457763 leaf_count=414 65 2336 36 internal_value=0 1.7625e-05 -0.000393798 internal_weight=0 219.44 11.3216 internal_count=2851 2401 450 is_linear=0 shrinkage=0.000439788 Tree=3554 num_leaves=4 num_cat=0 split_feature=1213 456 132 split_gain=8.99294 7.22956 2.22114 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.097600000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049084184239273239 -0.00045596430636897099 -3.4503983626026413e-06 9.1875556032024975e-06 leaf_weight=10.095715531148015 7.0338376900181165 214.76589641196188 2.0689468318596473 leaf_count=414 65 2336 36 internal_value=0 -1.78388e-05 -0.000405916 internal_weight=0 221.8 12.1647 internal_count=2851 2401 450 is_linear=0 shrinkage=0.000439788 Tree=3555 num_leaves=4 num_cat=0 split_feature=1213 456 48 split_gain=8.94253 7.61681 2.79964 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02486526470811995 -0.022511450926290089 0.0016866862185271616 0.0069338316049005321 leaf_weight=9.1134657767252047 6.7380459927953771 207.38293405662989 1.6349341575987626 leaf_count=419 65 2336 31 internal_value=0 0.00092327 -0.0200246 internal_weight=0 214.121 10.7484 internal_count=2851 2401 450 is_linear=0 shrinkage=0.0224292 Tree=3556 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=8.4766 14.327 threshold=0.11928500000000002 0.093225000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010558166221933765 -0.016153791147126034 0.017176634712993664 leaf_weight=183.37715116020991 15.365489154588429 24.569704553345218 leaf_count=2491 116 203 internal_value=0 0.0010998 internal_weight=0 207.947 internal_count=2810 2694 is_linear=0 shrinkage=0.0224292 Tree=3557 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=7.45454 13.7209 threshold=0.11928500000000002 0.093225000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0275718219368915e-05 -0.00029330500042338957 0.00032603222295059898 leaf_weight=187.05737233682885 15.687576558208091 25.077690418343991 leaf_count=2491 116 203 internal_value=0 2.0689e-05 internal_weight=0 212.135 internal_count=2810 2694 is_linear=0 shrinkage=0.000439788 Tree=3558 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=8.06546 13.7202 threshold=0.11928500000000002 0.093225000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010318294667103869 -0.015735664547956513 0.016829140923240001 leaf_weight=183.43024807670736 15.403857984580098 24.51009534089826 leaf_count=2491 116 203 internal_value=0 0.00107481 internal_weight=0 207.94 internal_count=2810 2694 is_linear=0 shrinkage=0.0224292 Tree=3559 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=7.22781 13.1152 threshold=0.11928500000000002 0.093225000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0738453050292981e-05 -0.0002901639377635211 0.00031836119506831488 leaf_weight=187.51244467074866 15.670872251735998 24.982117152074352 leaf_count=2491 116 203 internal_value=0 1.91531e-05 internal_weight=0 212.495 internal_count=2810 2694 is_linear=0 shrinkage=0.000439788 Tree=3560 num_leaves=4 num_cat=0 split_feature=401 123 2 split_gain=7.47617 8.44146 2.10884 threshold=0.082280000000000006 1.0000000180025095e-35 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053716260403620679 -0.025989795861706425 0.014478231977491152 -0.0032335378650022017 leaf_weight=190.63315772777423 6.7945252708159369 20.881084449822083 2.9380266205407679 leaf_count=2344 185 238 59 internal_value=0 0.000946358 -0.01914 internal_weight=0 211.514 9.73255 internal_count=2826 2582 244 is_linear=0 shrinkage=0.0224292 Tree=3561 num_leaves=4 num_cat=0 split_feature=401 123 2 split_gain=7.38404 8.97504 2.15591 threshold=0.082280000000000006 1.0000000180025095e-35 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1138778846628612e-05 -0.00050447441592983461 0.00028718513519340543 -6.0441557298706497e-05 leaf_weight=195.07917912624544 6.8920914265327138 21.652718639466912 3.0556677381973714 leaf_count=2344 185 238 59 internal_value=0 1.86881e-05 -0.000368457 internal_weight=0 216.732 9.94776 internal_count=2826 2582 244 is_linear=0 shrinkage=0.000439788 Tree=3562 num_leaves=4 num_cat=0 split_feature=401 123 2 split_gain=7.23428 8.15727 2.09061 threshold=0.082280000000000006 1.0000000180025095e-35 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052572522114498123 -0.025875324618519897 0.014292623417078197 -0.0031597077098495041 leaf_weight=190.70860417129006 6.6735087940469366 20.699552220758051 2.9392072297632694 leaf_count=2344 185 238 59 internal_value=0 0.000926339 -0.0189498 internal_weight=0 211.408 9.61272 internal_count=2826 2582 244 is_linear=0 shrinkage=0.0224292 Tree=3563 num_leaves=4 num_cat=0 split_feature=401 123 2 split_gain=7.1863 8.94859 2.146 threshold=0.082280000000000006 1.0000000180025095e-35 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2488013703718773e-05 -0.00050325553042733636 0.00028547952230407526 -6.0310820835527929e-05 leaf_weight=195.57061881542904 6.8095196979120356 21.633186753140762 3.0733879392500967 leaf_count=2344 185 238 59 internal_value=0 1.72116e-05 -0.00036589 internal_weight=0 217.204 9.88291 internal_count=2826 2582 244 is_linear=0 shrinkage=0.000439788 Tree=3564 num_leaves=4 num_cat=0 split_feature=1 16 1 split_gain=8.66525 17.0363 10.9485 threshold=1.0000000180025095e-35 0.0020050000000000003 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002872989657364356 0.0004640619869536238 0.00013566049317910437 8.0296126633556226e-06 leaf_weight=51.944617513683625 10.977531096432356 28.518220561440103 137.52584180817939 leaf_count=1102 67 341 1333 internal_value=0 -0.000137394 4.17953e-05 internal_weight=0 80.4628 148.503 internal_count=2843 1443 1400 is_linear=0 shrinkage=0.000439788 Tree=3565 num_leaves=4 num_cat=0 split_feature=150 160 0 split_gain=7.76884 14.1253 9.43299 threshold=0.082085000000000019 -0.065814999999999999 -0.060324999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065259374299937384 -0.018549707290311801 0.012999700170071434 0.0048177897445674895 leaf_weight=123.01321884681238 8.7537783579900843 38.343334222445264 52.64707435562741 leaf_count=2026 106 246 465 internal_value=0 0.00713058 -0.00312596 internal_weight=0 47.0971 175.66 internal_count=2843 352 2491 is_linear=0 shrinkage=0.0224292 Tree=3566 num_leaves=4 num_cat=0 split_feature=1 16 1 split_gain=8.39422 16.8106 11.2127 threshold=1.0000000180025095e-35 0.0020050000000000003 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028085350431292775 0.00047417579380963919 0.00014052679707436122 1.2235272086621465e-05 leaf_weight=51.292594770085998 10.956919960211961 28.457520312513225 137.2413063069107 leaf_count=1102 67 341 1333 internal_value=0 -0.000130493 4.64452e-05 internal_weight=0 79.7501 148.198 internal_count=2843 1443 1400 is_linear=0 shrinkage=0.000439788 Tree=3567 num_leaves=4 num_cat=0 split_feature=1 16 1 split_gain=8.17708 16.4093 11.1012 threshold=1.0000000180025095e-35 0.0020050000000000003 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028189249969286993 0.0004682784306121735 0.00013551062247005248 8.2622755668530377e-06 leaf_weight=50.928927518893033 10.943892317125572 28.340444662957452 136.23267133173067 leaf_count=1102 67 341 1333 internal_value=0 -0.000132666 4.25249e-05 internal_weight=0 79.2694 147.177 internal_count=2843 1443 1400 is_linear=0 shrinkage=0.000439788 Tree=3568 num_leaves=4 num_cat=0 split_feature=1 16 1 split_gain=12.4237 11.357 7.22173 threshold=0.077020000000000019 0.0060400000000000011 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026983562959479314 0.0004867557251327838 8.8301581630105536e-05 4.3656375256876662e-05 leaf_weight=51.808184829424135 7.479838529136031 25.566279819700867 138.81436210602988 leaf_count=1109 45 302 1298 internal_value=0 -0.000151506 6.6372e-05 internal_weight=0 77.3745 146.294 internal_count=2754 1411 1343 is_linear=0 shrinkage=0.000439788 Tree=3569 num_leaves=4 num_cat=0 split_feature=1 16 1 split_gain=11.2296 11.7665 7.14407 threshold=0.077020000000000019 0.0060400000000000011 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026391746939178392 0.00048342076717083421 0.00010157316494460443 4.2739939220910245e-05 leaf_weight=51.246188689081464 7.4849966689944258 25.50341110129375 137.42222701874562 leaf_count=1109 45 302 1298 internal_value=0 -0.000142472 6.55634e-05 internal_weight=0 76.7496 144.907 internal_count=2754 1411 1343 is_linear=0 shrinkage=0.000439788 Tree=3570 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=11.6919 11.529 8.78447 threshold=0.077020000000000019 0.0060400000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026664374099134869 -8.4864962041132676e-05 9.3937182639450254e-05 0.00014267429962258095 leaf_weight=51.772822305705631 50.034898606827483 25.62926745112054 95.284795089624822 leaf_count=1109 657 302 686 internal_value=0 -0.000147255 6.43296e-05 internal_weight=0 77.4021 145.32 internal_count=2754 1411 1343 is_linear=0 shrinkage=0.000439788 Tree=3571 num_leaves=4 num_cat=0 split_feature=1 16 2 split_gain=10.338 11.3132 8.09207 threshold=0.077020000000000019 0.0060400000000000011 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013200221541023602 -0.0041854780217115018 0.0052495470985023246 0.0071044956907033354 leaf_weight=50.05410396764637 48.500693969312124 25.088476754492149 93.444201847072691 leaf_count=1109 657 302 686 internal_value=0 -0.00704048 0.00324682 internal_weight=0 75.1426 141.945 internal_count=2754 1411 1343 is_linear=0 shrinkage=0.0224292 Tree=3572 num_leaves=4 num_cat=0 split_feature=159 39 0 split_gain=6.95779 6.41821 5.12197 threshold=-0.032069999999999994 -1.0000000180025095e-35 -0.15164999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0089185949591527834 -0.018267363013425405 0.0029757697663843493 -0.020706104370049473 leaf_weight=3.9052026942372313 7.3984152213670304 202.25721242825966 11.699986640101995 leaf_count=33 53 2431 363 internal_value=0 0.00222454 -0.0132907 internal_weight=0 209.656 15.6052 internal_count=2880 2484 396 is_linear=0 shrinkage=0.0224292 Tree=3573 num_leaves=4 num_cat=0 split_feature=1456 48 13 split_gain=6.70121 7.23286 1.12737 threshold=0.084325000000000011 0.11978500000000002 -0.0058449999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028672598240745109 -0.011194794001932533 -0.013291309180014726 -0.030841324758966941 leaf_weight=204.22989856201457 2.6649879440665245 14.937448749085886 3.3485733894049181 leaf_count=2578 153 109 40 internal_value=0 0.0017649 -0.0221977 internal_weight=0 219.167 6.01356 internal_count=2880 2687 193 is_linear=0 shrinkage=0.0224292 Tree=3574 num_leaves=4 num_cat=0 split_feature=159 0 0 split_gain=6.59207 6.35959 4.92728 threshold=-0.032069999999999994 -0.077944999999999987 -0.15164999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0087597990536003641 -0.00067337228622114302 0.0075616620396104254 -0.020390870706184699 leaf_weight=3.8891822551377109 138.13410506193759 71.624195627635345 11.541429910575969 leaf_count=33 1642 842 363 internal_value=0 0.002139 -0.0130419 internal_weight=0 209.758 15.4306 internal_count=2880 2484 396 is_linear=0 shrinkage=0.0224292 Tree=3575 num_leaves=4 num_cat=0 split_feature=1456 48 13 split_gain=6.36914 6.92271 1.10652 threshold=0.084325000000000011 0.11978500000000002 -0.0058449999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027736162854778102 -0.010916430469566989 -0.013029896796219291 -0.030535653043502694 leaf_weight=204.16020313682384 2.6324131994042546 14.947582644876091 3.2788998400792471 leaf_count=2578 153 109 40 internal_value=0 0.00169446 -0.0218621 internal_weight=0 219.108 5.91131 internal_count=2880 2687 193 is_linear=0 shrinkage=0.0224292 Tree=3576 num_leaves=4 num_cat=0 split_feature=133 133 133 split_gain=7.20925 7.3992 0.291323 threshold=0.18829500000000002 0.103425 0.5135900000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9080771886110493e-05 -0.00049165027914246408 0.0004155026216855077 -0.00027174686144070957 leaf_weight=214.78947249794146 4.7686442926060399 9.4908606742974353 1.6543537143152205 leaf_count=2415 192 128 85 internal_value=0 3.58901e-05 -0.000435984 internal_weight=0 224.28 6.423 internal_count=2820 2543 277 is_linear=0 shrinkage=0.000439788 Tree=3577 num_leaves=4 num_cat=0 split_feature=480 0 52 split_gain=6.85639 6.75217 0.643878 threshold=0.08598500000000002 -0.00189 0.09864500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016234947580365139 -0.028751606772269692 0.011225564745630712 -0.013269700725909481 leaf_weight=186.58717125258408 3.5652849069447248 32.583152377745137 2.2586205946281552 leaf_count=2369 132 268 51 internal_value=0 0.00180791 -0.0228104 internal_weight=0 219.17 5.82391 internal_count=2820 2637 183 is_linear=0 shrinkage=0.0224292 Tree=3578 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=7.14202 12.6226 11.0255 threshold=-0.12877499999999997 -0.060324999999999997 -0.15519999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010189624550724588 -0.00012619705747723959 0.00012861691963421889 0.00026227190283139619 leaf_weight=24.424167248420417 99.10552142187953 60.560475830105133 46.999630810227245 leaf_count=188 1896 512 224 internal_value=0 -2.95436e-05 0.000137747 internal_weight=0 159.666 71.4238 internal_count=2820 2408 412 is_linear=0 shrinkage=0.000439788 Tree=3579 num_leaves=4 num_cat=0 split_feature=156 0 1 split_gain=7.03577 7.25507 0.00879188 threshold=-1.0000000180025095e-35 -0.00189 0.097195000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045918851664002896 3.8762167473643971e-06 0.00022681522664313579 -0.00053114834189185299 leaf_weight=2.5496783923590547 192.93264406977687 33.053781242109835 2.3424819216597825 leaf_count=112 2422 254 32 internal_value=0 3.65007e-05 -0.000495575 internal_weight=0 225.986 4.89216 internal_count=2820 2676 144 is_linear=0 shrinkage=0.000439788 Tree=3580 num_leaves=4 num_cat=0 split_feature=376 3 1 split_gain=7.84993 8.50394 1.45857 threshold=0.048375000000000008 -0.10072999999999999 0.094165000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065479684876602034 0.0070592006176700669 -0.0039831331724786232 0.02142830946197884 leaf_weight=50.94614142132923 6.0723024159669867 158.65039208810776 8.6410064906813187 leaf_count=411 28 2302 124 internal_value=0 -0.001423 0.0155149 internal_weight=0 209.597 14.7133 internal_count=2865 2713 152 is_linear=0 shrinkage=0.0224292 Tree=3581 num_leaves=4 num_cat=0 split_feature=376 3 1 split_gain=8.25762 8.75683 1.54485 threshold=0.048375000000000008 -0.10072999999999999 0.093720000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012747430230770394 0.00013337930955230147 -7.9291613907138284e-05 0.00042045941779883208 leaf_weight=52.247129088267684 6.0515410564839831 163.67617445543874 9.1170890077482891 leaf_count=411 26 2302 126 internal_value=0 -2.92535e-05 0.00030624 internal_weight=0 215.923 15.1686 internal_count=2865 2713 152 is_linear=0 shrinkage=0.000439788 Tree=3582 num_leaves=4 num_cat=0 split_feature=376 49 1 split_gain=7.58348 8.35114 1.44688 threshold=0.048375000000000008 -0.21083999999999997 0.094165000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014851519813917078 0.0069214376153544418 -0.0026271789023808952 0.021287521666592504 leaf_weight=14.777218976058064 6.0569217987358561 194.7829406131641 8.5116018736734969 leaf_count=62 28 2651 124 internal_value=0 -0.00139342 0.0153316 internal_weight=0 209.56 14.5685 internal_count=2865 2713 152 is_linear=0 shrinkage=0.0224292 Tree=3583 num_leaves=4 num_cat=0 split_feature=4 4 15 split_gain=7.76361 13.3185 7.58725 threshold=0.0063000000000000009 -4.9999999999999989e-05 -0.039219999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0748074812973055e-05 7.0492448039137548e-06 -0.0004634291282438125 0.00028387134068045536 leaf_weight=129.30403229582589 55.926964162616059 14.613689508521928 29.103390128351748 leaf_count=1912 653 155 145 internal_value=0 -6.57543e-05 0.00010184 internal_weight=0 143.918 85.0304 internal_count=2865 2067 798 is_linear=0 shrinkage=0.000439788 Tree=3584 num_leaves=4 num_cat=0 split_feature=0 49 474 split_gain=8.41559 14.0183 9.07776 threshold=-0.11367499999999998 -0.21083999999999997 0.080165000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025735850702522374 0.021439653517472262 -0.0050351753978309958 0.022643482075572468 leaf_weight=61.557203573640436 10.880233851261435 130.88885095552541 13.879735757596789 leaf_count=395 48 2357 48 internal_value=0 -0.00300072 0.00627107 internal_weight=0 141.769 75.4369 internal_count=2848 2405 443 is_linear=0 shrinkage=0.0224292 Tree=3585 num_leaves=4 num_cat=0 split_feature=0 49 49 split_gain=8.72472 13.4818 8.60069 threshold=-0.11367499999999998 -0.21083999999999997 -0.085174999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022518064337892802 0.00040613398023281927 -9.8372635072280204e-05 0.00018512077190519394 leaf_weight=11.624529620632527 11.070689267478881 134.47881301300367 65.342181464657187 leaf_count=63 48 2357 380 internal_value=0 -5.9951e-05 0.000123111 internal_weight=0 145.55 76.9667 internal_count=2848 2405 443 is_linear=0 shrinkage=0.000439788 Tree=3586 num_leaves=4 num_cat=0 split_feature=0 49 48 split_gain=8.0608 13.4203 8.94902 threshold=-0.11367499999999998 -0.21083999999999997 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011977078073072646 0.02100728072240959 -0.004928226937483981 -0.0040916860001048733 leaf_weight=47.978170218411833 10.852227582596241 130.79204172670143 27.370631260797381 leaf_count=289 48 2357 154 internal_value=0 -0.00293859 0.0061405 internal_weight=0 141.644 75.3488 internal_count=2848 2405 443 is_linear=0 shrinkage=0.0224292 Tree=3587 num_leaves=4 num_cat=0 split_feature=42 475 0 split_gain=7.95201 10.3514 8.72902 threshold=-1.0000000180025095e-35 -0.084444999999999978 -0.017269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015044482457148822 -0.018318516678518318 0.0034905991202336208 0.01360940117430774 leaf_weight=28.189504545822274 11.681918581365606 170.25415326457005 6.5839476082473984 leaf_count=742 197 1866 43 internal_value=0 0.00208848 -0.00961471 internal_weight=0 181.936 34.7735 internal_count=2848 2063 785 is_linear=0 shrinkage=0.0224292 Tree=3588 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=8.39977 7.37144 threshold=-0.40775499999999992 0.0063000000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058632753400607144 -5.083972547464888e-05 0.00011072771789262565 leaf_weight=4.6024074386805287 139.23805099711171 89.843216760200448 leaf_count=103 2008 716 internal_value=0 1.25292e-05 internal_weight=0 229.081 internal_count=2827 2724 is_linear=0 shrinkage=0.000439788 Tree=3589 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.08675 8.45992 threshold=0.089535000000000017 0.28937500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010921418871184482 -0.024611014860348928 0.012286696131179487 leaf_weight=193.5434392617899 5.7591948471963397 27.08774491562508 leaf_count=2494 42 291 internal_value=0 0.000551351 internal_weight=0 220.631 internal_count=2827 2785 is_linear=0 shrinkage=0.0224292 Tree=3590 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=8.3749 7.23816 threshold=-0.40775499999999992 0.0063000000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005935095719473573 -5.3258930690140607e-05 0.00010748329032631479 leaf_weight=4.5233704635174936 138.58578075890546 88.937070454703644 leaf_count=103 2008 716 internal_value=0 9.57781e-06 internal_weight=0 227.523 internal_count=2827 2724 is_linear=0 shrinkage=0.000439788 Tree=3591 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=6.77623 8.17521 threshold=0.089535000000000017 0.28937500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010706007391488297 -0.024068990975362838 0.012125639490447343 leaf_weight=193.5983558918233 5.7577685555443159 26.878995876060799 leaf_count=2494 42 291 internal_value=0 0.000539099 internal_weight=0 220.477 internal_count=2827 2785 is_linear=0 shrinkage=0.0224292 Tree=3592 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=8.88495 7.5732 0.952211 threshold=0.13793500000000003 -1.0000000180025095e-35 0.093065000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087188548296780986 -0.027937798033393201 0.0031133403229704425 -0.0087383820599983789 leaf_weight=31.746039233054034 5.6900784154422572 189.89011132874293 1.7116728178225455 leaf_count=663 244 1946 63 internal_value=0 0.00141795 -0.0235318 internal_weight=0 221.636 7.40175 internal_count=2916 2609 307 is_linear=0 shrinkage=0.0224292 Tree=3593 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=8.93749 7.68071 0.971908 threshold=0.13793500000000003 -1.0000000180025095e-35 0.093065000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017127311077172602 -0.0005429858511055535 5.9733392680854812e-05 -0.00017077957797785134 leaf_weight=32.48466367518995 5.8517108074156559 193.93319083948154 1.7944085160270331 leaf_count=663 244 1946 63 internal_value=0 2.65787e-05 -0.000456279 internal_weight=0 226.418 7.64612 internal_count=2916 2609 307 is_linear=0 shrinkage=0.000439788 Tree=3594 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=8.70014 7.72028 1.04406 threshold=0.13793500000000003 -1.0000000180025095e-35 0.093170000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017166968368835894 -0.00054446086075024308 6.0179837756162098e-05 -0.00015537403062962056 leaf_weight=32.405294699186925 5.7429281541844821 193.86295045446604 1.7607324831187723 leaf_count=663 245 1946 62 internal_value=0 2.69635e-05 -0.000453788 internal_weight=0 226.268 7.50366 internal_count=2916 2609 307 is_linear=0 shrinkage=0.000439788 Tree=3595 num_leaves=4 num_cat=0 split_feature=133 51 1 split_gain=8.62762 7.94965 0.961291 threshold=0.13793500000000003 -0.41122499999999995 0.093065000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029408233437722617 -0.027899312465834363 0.001970397071329314 -0.0085569492512338492 leaf_weight=4.1199073801981276 5.5735522559843949 217.582521839533 1.7094889814034102 leaf_count=99 244 2510 63 internal_value=0 0.0013848 -0.0233935 internal_weight=0 221.702 7.28304 internal_count=2916 2609 307 is_linear=0 shrinkage=0.0224292 Tree=3596 num_leaves=4 num_cat=0 split_feature=0 474 3 split_gain=7.70205 15.9908 9.28865 threshold=-0.11367499999999998 0.084655000000000022 -0.15319999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001064094833714219 0.011827938850845311 0.029495222330102659 -0.005527551621020494 leaf_weight=68.55653560301289 17.606831735465676 11.623262173030524 129.46963623777265 leaf_count=435 157 42 2221 internal_value=0 0.00519165 -0.00344862 internal_weight=0 80.1798 147.076 internal_count=2855 477 2378 is_linear=0 shrinkage=0.0224292 Tree=3597 num_leaves=4 num_cat=0 split_feature=0 474 4 split_gain=7.37115 15.4231 12.7129 threshold=-0.11367499999999998 0.084655000000000022 0.15756500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010404562913989277 -0.0062875183063958087 0.029051185065954041 0.01157570750736848 leaf_weight=68.542095022276044 122.93903800210683 11.53750264784321 23.927543009165674 leaf_count=435 2123 42 255 internal_value=0 0.00508208 -0.00337611 internal_weight=0 80.0796 146.867 internal_count=2855 477 2378 is_linear=0 shrinkage=0.0224292 Tree=3598 num_leaves=4 num_cat=0 split_feature=457 9 0 split_gain=7.62542 7.75373 7.11374 threshold=0.082870000000000013 -0.016839999999999997 -0.22745499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049632933804809678 0.00045318782985115456 -6.0473877913900826e-05 4.4002873324238911e-05 leaf_weight=4.9459046062547705 11.718692215159534 188.12404231482651 27.417404152452946 leaf_count=79 44 2544 188 internal_value=0 -4.61625e-05 0.000166688 internal_weight=0 193.07 39.1361 internal_count=2855 2623 232 is_linear=0 shrinkage=0.000439788 Tree=3599 num_leaves=4 num_cat=0 split_feature=42 457 42 split_gain=7.11951 11.6055 5.79783 threshold=-1.0000000180025095e-35 0.082870000000000013 -0.088524999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027965913683343055 -0.0011717021636449792 0.013412667789789574 -0.021023700133431304 leaf_weight=25.204666794161312 154.59548934671329 33.354305957444012 13.45847230311483 leaf_count=355 1901 196 403 internal_value=0 0.0014176 -0.00914861 internal_weight=0 187.95 38.6631 internal_count=2855 2097 758 is_linear=0 shrinkage=0.0224292 Tree=3600 num_leaves=4 num_cat=0 split_feature=457 403 0 split_gain=8.13741 11.9937 4.95538 threshold=0.082870000000000013 0.03138500000000001 -0.22745499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4170510241842042e-05 0.0004305567270995897 0.00028968616756685475 9.2386879880773255e-05 leaf_weight=173.4693760764203 12.806414107792078 22.101888246019371 24.226810192223638 leaf_count=2294 46 315 189 internal_value=0 -1.52861e-05 0.000209491 internal_weight=0 195.571 37.0332 internal_count=2844 2609 235 is_linear=0 shrinkage=0.000439788 Tree=3601 num_leaves=4 num_cat=0 split_feature=457 403 1 split_gain=7.3608 11.1745 4.31575 threshold=0.082870000000000013 0.03138500000000001 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.1761883027124099e-05 -4.9526611363018619e-06 0.00027743114123320267 0.00030834659198064027 leaf_weight=175.29081818333361 13.091735659167169 22.485149530228227 24.245390669442713 leaf_count=2294 90 315 145 internal_value=0 -1.43128e-05 0.000198546 internal_weight=0 197.776 37.3371 internal_count=2844 2609 235 is_linear=0 shrinkage=0.000439788 Tree=3602 num_leaves=4 num_cat=0 split_feature=457 403 0 split_gain=7.35909 12.5406 4.93576 threshold=0.082870000000000013 0.03138500000000001 -0.22745499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025871066625707626 0.021792086571799787 0.015570369451100982 0.0044357139477801451 leaf_weight=169.49365462444257 12.621175349690018 21.551170467399061 23.730167089030147 leaf_count=2294 46 315 189 internal_value=0 -0.000537467 0.0104701 internal_weight=0 191.045 36.3513 internal_count=2844 2609 235 is_linear=0 shrinkage=0.0224292 Tree=3603 num_leaves=3 num_cat=0 split_feature=156 457 split_gain=7.27379 7.60117 threshold=0.11659000000000001 0.082870000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.5858417192627679e-06 -0.024591875691973984 0.011324146265695419 leaf_weight=186.43987100268714 5.3534441804513326 35.53423111513257 leaf_count=2503 114 227 internal_value=0 0.00181999 internal_weight=0 221.974 internal_count=2844 2730 is_linear=0 shrinkage=0.0224292 Tree=3604 num_leaves=4 num_cat=0 split_feature=43 16 3 split_gain=8.6976 12.1166 12.0519 threshold=-0.074359999999999996 0.15737500000000001 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.0671990468620573e-05 -3.3241185862923064e-06 -0.00036286908979869358 0.00033152422646544523 leaf_weight=51.515572567732306 122.19705386192072 21.26735439884942 32.422304554143921 leaf_count=766 1486 248 337 internal_value=0 -5.66647e-05 0.000121552 internal_weight=0 143.464 83.9379 internal_count=2837 1734 1103 is_linear=0 shrinkage=0.000439788 Tree=3605 num_leaves=4 num_cat=0 split_feature=43 3 4 split_gain=8.85296 11.7561 11.3567 threshold=-0.074359999999999996 -0.078669999999999976 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.8725103327975593e-06 -0.0005891419720455602 0.00033249775920230656 -2.7096552208199709e-05 leaf_weight=51.746903045772342 7.3084607394412151 32.208068545674905 136.22983072366333 leaf_count=766 105 337 1629 internal_value=0 0.000123984 -5.57885e-05 internal_weight=0 83.955 143.538 internal_count=2837 1103 1734 is_linear=0 shrinkage=0.000439788 Tree=3606 num_leaves=4 num_cat=0 split_feature=43 3 16 split_gain=9.43479 12.2575 11.7087 threshold=-0.074359999999999996 -0.078669999999999976 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8526428516264373e-06 -7.8391066190634644e-06 0.0003369500828638727 -0.00036249304469531025 leaf_weight=51.53962561415392 122.52906373713631 32.505571797722951 21.087154060718603 leaf_count=766 1486 337 248 internal_value=0 0.000125551 -5.99542e-05 internal_weight=0 84.0452 143.616 internal_count=2837 1103 1734 is_linear=0 shrinkage=0.000439788 Tree=3607 num_leaves=4 num_cat=0 split_feature=43 3 16 split_gain=9.50116 12.6075 11.7457 threshold=-0.074359999999999996 -0.078669999999999976 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0407038002833255e-05 -8.9204803604398942e-06 0.00033907707998686855 -0.00036340559798100377 leaf_weight=51.56968777810107 122.72049910388887 32.556052348343655 21.18347009352874 leaf_count=766 1486 337 248 internal_value=0 0.000124887 -6.1144e-05 internal_weight=0 84.1257 143.904 internal_count=2837 1103 1734 is_linear=0 shrinkage=0.000439788 Tree=3608 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=7.67129 9.83461 threshold=-0.40775499999999992 0.13984500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029361553465113228 -0.0013480498100615394 0.021651234375757247 leaf_weight=4.6495834132656446 205.27283136619371 9.7805052087642235 leaf_count=102 2642 112 internal_value=0 -0.000300226 internal_weight=0 215.053 internal_count=2856 2754 is_linear=0 shrinkage=0.0224292 Tree=3609 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=7.48025 9.51411 threshold=-0.40775499999999992 0.13984500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029255723010895629 -0.0013179456950464978 0.021441947930578957 leaf_weight=4.5627875704085445 205.25300682106172 9.6560573577880842 leaf_count=102 2642 112 internal_value=0 -0.000293509 internal_weight=0 214.909 internal_count=2856 2754 is_linear=0 shrinkage=0.0224292 Tree=3610 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=7.29398 9.20315 threshold=-0.40775499999999992 0.13984500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02915062571145988 -0.0012885104757704604 0.02123221874218666 leaf_weight=4.4775595865794449 205.23370213012095 9.5342918829992396 leaf_count=102 2642 112 internal_value=0 -0.000286939 internal_weight=0 214.768 internal_count=2856 2754 is_linear=0 shrinkage=0.0224292 Tree=3611 num_leaves=4 num_cat=0 split_feature=376 3 43 split_gain=7.58235 7.29052 1.30597 threshold=0.048375000000000008 -0.10600999999999998 -0.081674999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011577186396568435 0.00014027226965990282 -8.1914403981157258e-05 0.00039786272277516342 leaf_weight=46.412240489851683 6.9791742083616546 161.87744004325941 8.4389332304708642 leaf_count=374 64 2332 86 internal_value=0 -3.78583e-05 0.000281579 internal_weight=0 208.29 15.4181 internal_count=2856 2706 150 is_linear=0 shrinkage=0.000439788 Tree=3612 num_leaves=4 num_cat=0 split_feature=42 157 43 split_gain=8.39346 10.0877 5.24329 threshold=-1.0000000180025095e-35 -0.084489999999999996 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051478169662329905 -0.00037747834421183172 4.9500408276037941e-05 -0.0001166202375706753 leaf_weight=8.2302660518325848 11.371534653706474 177.0251672649174 28.57000077952398 leaf_count=112 191 1868 674 internal_value=0 2.36925e-05 -0.000205889 internal_weight=0 188.397 36.8003 internal_count=2845 2059 786 is_linear=0 shrinkage=0.000439788 Tree=3613 num_leaves=4 num_cat=0 split_feature=42 157 12 split_gain=8.29388 10.2457 5.25927 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.089810000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.8362063164644351e-05 -0.00038246863601102527 4.9156243652780909e-05 -0.00044232509798570075 leaf_weight=24.539757954800734 11.301607762579804 176.10588317952352 12.123715194931718 leaf_count=379 191 1868 407 internal_value=0 2.30908e-05 -0.000205578 internal_weight=0 187.407 36.6635 internal_count=2845 2059 786 is_linear=0 shrinkage=0.000439788 Tree=3614 num_leaves=4 num_cat=0 split_feature=42 157 43 split_gain=8.0675 10.2558 5.56305 threshold=-1.0000000180025095e-35 -0.084489999999999996 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026798317113300656 -0.019777197721091152 0.0025606705716123028 -0.0056376376788076369 leaf_weight=8.0615237997844797 10.979707654449156 172.57602439570474 27.660320006369147 leaf_count=112 191 1868 674 internal_value=0 0.00122257 -0.0104248 internal_weight=0 183.556 35.7218 internal_count=2845 2059 786 is_linear=0 shrinkage=0.0224292 Tree=3615 num_leaves=4 num_cat=0 split_feature=42 157 12 split_gain=8.34625 10.0044 5.34415 threshold=-1.0000000180025095e-35 -0.084489999999999996 0.089810000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.552159436736019e-05 -0.00037652726627542904 5.0182968327455337e-05 -0.00043891003451925902 leaf_weight=25.020098856184632 11.280652392189948 178.50188115780475 12.358530065859666 leaf_count=379 191 1868 407 internal_value=0 2.4784e-05 -0.000202527 internal_weight=0 189.783 37.3786 internal_count=2845 2059 786 is_linear=0 shrinkage=0.000439788 Tree=3616 num_leaves=4 num_cat=0 split_feature=1456 13 16 split_gain=8.09785 7.61657 0.467127 threshold=-1.0000000180025095e-35 -0.094744999999999982 -0.12653999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002297566993533505 0.00017989325106161828 -1.7965335948395752e-05 -0.00049022406164289818 leaf_weight=1.7796383852837605 48.141793619142845 172.08647594030481 5.9821836818882721 leaf_count=44 360 2256 236 internal_value=0 2.52983e-05 -0.000431214 internal_weight=0 220.228 7.76182 internal_count=2896 2616 280 is_linear=0 shrinkage=0.000439788 Tree=3617 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=8.17873 9.53631 9.2127 threshold=-0.094744999999999982 -0.14666499999999996 -0.042789999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026829177716034078 0.00023657925865701416 -7.2489173178582711e-05 0.00025154254479668519 leaf_weight=7.8375249262899152 21.987110355636105 157.533372596954 41.086783955805004 leaf_count=91 179 2342 284 internal_value=0 -3.46143e-05 0.000168194 internal_weight=0 179.52 48.9243 internal_count=2896 2521 375 is_linear=0 shrinkage=0.000439788 Tree=3618 num_leaves=4 num_cat=0 split_feature=1456 13 16 split_gain=7.96116 7.30612 0.477879 threshold=-1.0000000180025095e-35 -0.094744999999999982 -0.12653999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002254804425257046 0.00017775810460623492 -1.6488584317563765e-05 -0.0004902502748629125 leaf_weight=1.7624470574082804 47.884649869287387 171.62845149764325 5.8871107944578389 leaf_count=44 360 2256 236 internal_value=0 2.58962e-05 -0.000429961 internal_weight=0 219.513 7.64956 internal_count=2896 2616 280 is_linear=0 shrinkage=0.000439788 Tree=3619 num_leaves=4 num_cat=0 split_feature=1456 157 16 split_gain=7.71143 7.1318 0.512634 threshold=-1.0000000180025095e-35 -0.084489999999999996 -0.14463999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010273107007451694 -0.015534153520817953 0.0022990782876317357 -0.02493783721500242 leaf_weight=1.5540178875671697 11.924817617051302 203.43017608526861 5.8743657492159391 leaf_count=38 201 2415 242 internal_value=0 0.00131031 -0.0219042 internal_weight=0 215.355 7.42838 internal_count=2896 2616 280 is_linear=0 shrinkage=0.0224292 Tree=3620 num_leaves=4 num_cat=0 split_feature=1213 39 52 split_gain=6.32019 5.98794 2.72771 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1324186265903659e-05 -0.00035829050994594651 2.8075602141339141e-05 -0.00047788950685002273 leaf_weight=2.3921932054217905 8.0454757253173721 204.28696865958045 7.4432399037177657 leaf_count=35 61 2362 383 internal_value=0 1.34049e-05 -0.000346876 internal_weight=0 212.332 9.83543 internal_count=2841 2423 418 is_linear=0 shrinkage=0.000439788 Tree=3621 num_leaves=3 num_cat=0 split_feature=31 150 split_gain=6.35632 6.7327 threshold=-1.0000000180025095e-35 -0.20684999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045715478262608425 0.00039734189522536444 -3.044481566440304e-05 leaf_weight=5.6170257469639173 7.3468641629442564 209.50730492523871 leaf_count=85 31 2725 internal_value=0 -1.5918e-05 internal_weight=0 216.854 internal_count=2841 2756 is_linear=0 shrinkage=0.000439788 Tree=3622 num_leaves=4 num_cat=0 split_feature=1213 39 52 split_gain=6.05175 6.24041 2.7457 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034595375151420904 -0.018840812839139971 0.0014696345651231137 -0.024371986661682006 leaf_weight=2.3606035837437958 7.891835351008921 200.26155954258866 7.2170737250708026 leaf_count=35 61 2362 383 internal_value=0 0.000697936 -0.0175191 internal_weight=0 208.153 9.57768 internal_count=2841 2423 418 is_linear=0 shrinkage=0.0224292 Tree=3623 num_leaves=3 num_cat=0 split_feature=31 150 split_gain=5.89316 6.7276 threshold=-1.0000000180025095e-35 -0.20684999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023232637146955656 0.020495453304021746 -0.0014388853539496892 leaf_weight=5.2923647954594335 7.2654050369746974 205.05391582008451 leaf_count=85 31 2725 internal_value=0 -0.000686534 internal_weight=0 212.319 internal_count=2841 2756 is_linear=0 shrinkage=0.0224292 Tree=3624 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=8.88198 8.68208 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014402844992212371 -0.02631212654619567 -0.00083732355699144998 leaf_weight=20.760336647974327 6.3241427863831623 197.88816526590381 leaf_count=212 59 2572 internal_value=0 0.000610838 internal_weight=0 218.649 internal_count=2843 2784 is_linear=0 shrinkage=0.0224292 Tree=3625 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=8.11047 9.37481 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002870234159314043 -0.00048881835986043076 -1.872657917631806e-05 leaf_weight=21.438109467504546 6.4513450138038015 201.92170256207464 leaf_count=212 59 2572 internal_value=0 1.06414e-05 internal_weight=0 223.36 internal_count=2843 2784 is_linear=0 shrinkage=0.000439788 Tree=3626 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=8.10671 9.00636 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028366818123680274 -0.00048890371446292681 -1.7690065018026971e-05 leaf_weight=21.179353146115318 6.437232948257587 201.52697374834679 leaf_count=212 59 2572 internal_value=0 1.09909e-05 internal_weight=0 222.706 internal_count=2843 2784 is_linear=0 shrinkage=0.000439788 Tree=3627 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=8.44988 8.38945 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014211580771754162 -0.025639579843604893 -0.0008220381118396238 leaf_weight=20.598983266158029 6.3364869123324743 198.01980384803028 leaf_count=212 59 2572 internal_value=0 0.000595596 internal_weight=0 218.619 internal_count=2843 2784 is_linear=0 shrinkage=0.0224292 Tree=3628 num_leaves=3 num_cat=0 split_feature=1429 52 split_gain=6.21938 6.96629 threshold=-1.0000000180025095e-35 -0.047784999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022317796819462006 0.006904657030227271 -0.0013062839266037038 leaf_weight=5.5624691523262291 81.196942959912121 144.39132381940726 leaf_count=125 786 1978 internal_value=0 0.00164945 internal_weight=0 225.588 internal_count=2889 2764 is_linear=0 shrinkage=0.0224292 Tree=3629 num_leaves=3 num_cat=0 split_feature=41 1429 split_gain=7.4007 6.50953 threshold=0.082560000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00042891463287786851 -0.00031623342038033045 5.0682848615298285e-05 leaf_weight=5.5956643372774115 11.954730425961314 218.10683212766889 leaf_count=125 117 2647 internal_value=0 3.86507e-05 internal_weight=0 223.702 internal_count=2889 2772 is_linear=0 shrinkage=0.000439788 Tree=3630 num_leaves=3 num_cat=0 split_feature=41 42 split_gain=7.58311 7.73646 threshold=0.082560000000000008 -0.11033999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020238064150200498 -0.016481985108164121 0.0027863858055362416 leaf_weight=7.5863184315967365 11.763699003495274 211.76514068761026 leaf_count=149 117 2623 internal_value=0 0.00198839 internal_weight=0 219.351 internal_count=2889 2772 is_linear=0 shrinkage=0.0224292 Tree=3631 num_leaves=3 num_cat=0 split_feature=41 42 split_gain=6.96988 7.274 threshold=0.082560000000000008 -0.11033999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038293036292762802 -0.00030802097476145742 5.2014736905877553e-05 leaf_weight=7.683121161593589 11.906230899505315 215.99900734733092 leaf_count=149 117 2623 internal_value=0 3.70437e-05 internal_weight=0 223.682 internal_count=2889 2772 is_linear=0 shrinkage=0.000439788 Tree=3632 num_leaves=4 num_cat=0 split_feature=51 1 48 split_gain=7.50089 12.6007 7.58823 threshold=0.108005 0.11779500000000002 0.11978500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029304275457413195 -0.033970071861366351 0.0054195751188215137 -0.021828462916807484 leaf_weight=202.99027684651082 7.880151208490136 8.4533747993409616 6.4055311845149836 leaf_count=2535 159 59 56 internal_value=0 -0.0136015 0.00217112 internal_weight=0 16.3335 209.396 internal_count=2809 218 2591 is_linear=0 shrinkage=0.0224292 Tree=3633 num_leaves=4 num_cat=0 split_feature=51 1 48 split_gain=7.21405 12.2276 7.25512 threshold=0.108005 0.11779500000000002 0.11978500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028643272515018821 -0.033643484383937328 0.0053123801182826053 -0.021350512863552874 leaf_weight=203.01685799239203 7.7795136819186181 8.4311610348522645 6.4025001565460107 leaf_count=2535 159 59 56 internal_value=0 -0.0134001 0.00212214 internal_weight=0 16.2107 209.419 internal_count=2809 218 2591 is_linear=0 shrinkage=0.0224292 Tree=3634 num_leaves=4 num_cat=0 split_feature=51 1 148 split_gain=6.93736 11.8624 7.13412 threshold=0.108005 0.11779500000000002 -0.084284999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022455894839657566 -0.033312792539749267 0.0052070099758480841 0.002772523157835315 leaf_weight=5.7804213701747349 7.681819091289074 8.409478950314222 203.66257590148598 leaf_count=62 159 59 2529 internal_value=0 -0.0131996 0.00207426 internal_weight=0 16.0913 209.443 internal_count=2809 218 2591 is_linear=0 shrinkage=0.0224292 Tree=3635 num_leaves=4 num_cat=0 split_feature=43 52 43 split_gain=6.52238 15.6599 15.2988 threshold=-0.074359999999999996 0.18043000000000001 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016555635828750673 -0.00038408162503001796 -0.00053089978306085622 1.9827607436526461e-05 leaf_weight=80.973041152756196 21.301424686796963 6.7475162849877952 121.47859524178784 leaf_count=953 603 168 1085 internal_value=0 0.000111881 -4.04751e-05 internal_weight=0 87.7206 142.78 internal_count=2809 1121 1688 is_linear=0 shrinkage=0.000439788 Tree=3636 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=8.52661 11.3199 threshold=-0.29526499999999994 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052406014273562434 -3.9281916439793673e-05 0.00025257610858789309 leaf_weight=6.1667287370655677 194.07428275741404 29.607471189694479 leaf_count=62 2491 306 internal_value=0 -6.32083e-07 internal_weight=0 223.682 internal_count=2859 2797 is_linear=0 shrinkage=0.000439788 Tree=3637 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=9.85068 9.0807 threshold=-0.40941499999999992 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.032004954323579582 -0.0017753414994204693 0.011762426335509692 leaf_weight=4.9291604436002663 190.41673053381965 28.660825874423608 leaf_count=56 2496 307 internal_value=0 -3.39206e-06 internal_weight=0 219.078 internal_count=2859 2803 is_linear=0 shrinkage=0.0224292 Tree=3638 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=9.51711 8.74211 threshold=-0.40941499999999992 0.28937500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031617458230049841 -0.001735922784695779 0.011594841669287453 leaf_weight=4.8784688119776538 190.37368902011076 28.425893041072413 leaf_count=56 2496 307 internal_value=0 -3.16271e-06 internal_weight=0 218.8 internal_count=2859 2803 is_linear=0 shrinkage=0.0224292 Tree=3639 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=7.41305 10.9921 6.6338 threshold=0.10100500000000003 -0.13827999999999999 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022206395774027746 0.00019770595524323055 -0.00012200606434246192 -5.7794717676658413e-05 leaf_weight=20.896786022698507 47.526417609769851 127.0457878766756 33.493444213876501 leaf_count=148 508 1966 237 internal_value=0 -7.3384e-05 9.20938e-05 internal_weight=0 147.943 81.0199 internal_count=2859 2114 745 is_linear=0 shrinkage=0.000439788 Tree=3640 num_leaves=4 num_cat=0 split_feature=131 42 12 split_gain=10.3437 10.3156 5.64684 threshold=0.08956500000000002 -0.11033999999999998 0.081685000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046503157857334372 0.0001951105550369012 3.5974574373904739e-05 -0.00045915861504275347 leaf_weight=8.2533570178202336 3.1111690227407989 203.122999558429 13.929751902818678 leaf_count=160 60 2315 339 internal_value=0 1.63722e-05 -0.000339624 internal_weight=0 211.376 17.0409 internal_count=2874 2475 399 is_linear=0 shrinkage=0.000439788 Tree=3641 num_leaves=4 num_cat=0 split_feature=131 42 12 split_gain=10.1939 10.3692 5.32882 threshold=0.08956500000000002 -0.11033999999999998 0.081685000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024023445413762796 0.00962095259147531 0.0019089274956127244 -0.023430660624617954 leaf_weight=8.0531570658786205 2.9880038918927339 198.57650455922703 13.481096785864791 leaf_count=160 60 2315 339 internal_value=0 0.000896117 -0.0174299 internal_weight=0 206.63 16.4691 internal_count=2874 2475 399 is_linear=0 shrinkage=0.0224292 Tree=3642 num_leaves=4 num_cat=0 split_feature=2 157 2 split_gain=10.5028 16.2185 12.7487 threshold=0.086610000000000006 -0.08107499999999998 0.087155000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039851449831214148 0.00069400519636228432 -0.00022177714684197989 3.2875460234627338e-05 leaf_weight=9.3119810299249348 5.8441041613114058 64.608725654950831 149.14286593953148 leaf_count=93 66 1091 1624 internal_value=0 -0.000143555 5.78871e-05 internal_weight=0 73.9207 154.987 internal_count=2874 1184 1690 is_linear=0 shrinkage=0.000439788 Tree=3643 num_leaves=4 num_cat=0 split_feature=51 49 52 split_gain=8.31156 6.97438 3.75951 threshold=-0.10433999999999997 -0.14902499999999999 -0.108275 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0091915025368423161 0.015828613967243558 -0.00029355355911240134 -0.032991888377489113 leaf_weight=13.995142603002025 14.511463732458649 190.04546395386569 4.3768270845757788 leaf_count=214 71 2502 87 internal_value=0 0.000851539 -0.0148899 internal_weight=0 204.557 18.372 internal_count=2874 2573 301 is_linear=0 shrinkage=0.0224292 Tree=3644 num_leaves=4 num_cat=0 split_feature=43 43 48 split_gain=8.25894 12.9946 11.3618 threshold=-0.074359999999999996 -0.00363 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012531371367680067 -0.019647522711766185 -0.00012573308467334616 0.02068695194285226 leaf_weight=61.431660539208679 20.048644382623024 118.11963476557867 20.063557389890775 leaf_count=938 621 1090 200 internal_value=0 -0.00296073 0.00604133 internal_weight=0 138.168 81.4952 internal_count=2849 1711 1138 is_linear=0 shrinkage=0.0224292 Tree=3645 num_leaves=4 num_cat=0 split_feature=43 43 3 split_gain=7.90031 12.556 8.61157 threshold=-0.074359999999999996 -0.00363 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023672682049520789 -0.019388903245930705 -0.00012291224913191551 0.015283984865904892 leaf_weight=50.751140841835877 19.862765006546397 118.12070456560468 30.693819577572867 leaf_count=786 621 1090 352 internal_value=0 -0.00289856 0.00590978 internal_weight=0 137.983 81.445 internal_count=2849 1711 1138 is_linear=0 shrinkage=0.0224292 Tree=3646 num_leaves=4 num_cat=0 split_feature=43 43 48 split_gain=7.44536 12.4576 11.6021 threshold=-0.074359999999999996 -0.00363 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5265813081333856e-05 -0.00037370699924735128 -2.8237332379145766e-06 0.00039615070847275166 leaf_weight=62.818231673474656 20.47825099772308 120.45118510143948 20.502689686603844 leaf_count=938 621 1090 200 internal_value=0 -5.67596e-05 0.000109059 internal_weight=0 140.929 83.3209 internal_count=2849 1711 1138 is_linear=0 shrinkage=0.000439788 Tree=3647 num_leaves=4 num_cat=0 split_feature=43 43 48 split_gain=7.5516 12.1267 10.9072 threshold=-0.074359999999999996 -0.00363 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010993031989319539 -0.019122653855155738 -0.00012057484324718568 0.02018681391922305 leaf_weight=61.451752619934268 19.694987840543035 118.16672294677119 19.931824637576938 leaf_count=938 621 1090 200 internal_value=0 -0.00283749 0.0057777 internal_weight=0 137.862 81.3836 internal_count=2849 1711 1138 is_linear=0 shrinkage=0.0224292 Tree=3648 num_leaves=4 num_cat=0 split_feature=155 1 157 split_gain=5.66698 6.37829 0.491957 threshold=0.10222000000000002 0.10100500000000003 0.10799000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026672455714931071 -0.015502667861728435 0.0055935338862951331 -0.028923376426782277 leaf_weight=142.5798154862714 2.7118574990890911 70.134249924682081 2.9739460876444355 leaf_count=2029 76 663 62 internal_value=0 5.6685e-05 -0.0225956 internal_weight=0 212.714 5.6858 internal_count=2830 2692 138 is_linear=0 shrinkage=0.0224292 Tree=3649 num_leaves=3 num_cat=0 split_feature=1212 155 split_gain=5.75487 5.9706 threshold=-1.0000000180025095e-35 0.10222000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046845142709607237 1.1162377669807443e-05 -0.00044179059074022102 leaf_weight=5.1924045609775922 212.68076554560685 5.7624881992815054 leaf_count=204 2489 137 internal_value=0 -8.2399e-07 internal_weight=0 218.443 internal_count=2830 2626 is_linear=0 shrinkage=0.000439788 Tree=3650 num_leaves=3 num_cat=0 split_feature=1212 4 split_gain=5.83204 6.03853 threshold=-1.0000000180025095e-35 -0.4945199999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046857134478052448 -0.00031327639295388875 1.6683402223051201e-05 leaf_weight=5.2499712923308826 11.292389995418487 207.75413480051793 leaf_count=204 128 2498 internal_value=0 -3.52658e-07 internal_weight=0 219.047 internal_count=2830 2626 is_linear=0 shrinkage=0.000439788 Tree=3651 num_leaves=3 num_cat=0 split_feature=1212 4 split_gain=5.59559 5.89849 threshold=-1.0000000180025095e-35 -0.4945199999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023876312240386183 -0.016002090013419699 0.00089424574954827902 leaf_weight=5.0244607059285036 10.937796551734207 202.31111649298691 leaf_count=204 128 2498 internal_value=0 2.62571e-05 internal_weight=0 213.249 internal_count=2830 2626 is_linear=0 shrinkage=0.0224292 Tree=3652 num_leaves=4 num_cat=0 split_feature=3 0 3 split_gain=6.67786 13.2865 12.4232 threshold=-0.10072999999999999 -0.061654999999999995 -0.078914999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051757866252062383 -0.012744245490334304 0.01848165605020392 0.0010432898876952018 leaf_weight=23.345132110756822 44.52913862792775 24.41808035550639 125.47579667149694 leaf_count=217 1161 181 1271 internal_value=0 0.00692121 -0.00256908 internal_weight=0 47.7632 170.005 internal_count=2830 398 2432 is_linear=0 shrinkage=0.0224292 Tree=3653 num_leaves=4 num_cat=0 split_feature=3 0 3 split_gain=6.40004 12.7732 11.9855 threshold=-0.10072999999999999 -0.061654999999999995 -0.078914999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050602333747539552 -0.012564690122720447 0.018167212489639088 0.0010200374502383138 leaf_weight=23.343120721052401 44.156966784095857 24.285405494272709 125.4582459901867 leaf_count=217 1161 181 1271 internal_value=0 0.00678579 -0.00251757 internal_weight=0 47.6285 169.615 internal_count=2830 398 2432 is_linear=0 shrinkage=0.0224292 Tree=3654 num_leaves=4 num_cat=0 split_feature=39 1 3 split_gain=6.24752 11.7651 10.1096 threshold=0.0095750000000000019 0.09258000000000001 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.007096199449073832 -0.013405571449870679 0.017283268348820876 -0.0050382801360073113 leaf_weight=45.886534765013494 8.6747848369414005 22.676743924384937 139.49379367404617 leaf_count=383 63 272 2112 internal_value=0 0.00878885 -0.00203425 internal_weight=0 31.3515 185.38 internal_count=2830 335 2495 is_linear=0 shrinkage=0.0224292 Tree=3655 num_leaves=4 num_cat=0 split_feature=39 1 13 split_gain=6.8832 11.6704 10.1966 threshold=0.0095750000000000019 0.09258000000000001 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015886808979781195 -0.00025130989816836484 0.00034355360759990254 -9.1810447278465937e-05 leaf_weight=39.723859490593895 8.760093294316901 23.334694632561877 149.21183765275055 leaf_count=317 63 272 2178 internal_value=0 0.000181136 -3.90944e-05 internal_weight=0 32.0948 188.936 internal_count=2830 335 2495 is_linear=0 shrinkage=0.000439788 Tree=3656 num_leaves=4 num_cat=0 split_feature=43 376 2 split_gain=9.14944 8.73499 3.14024 threshold=-0.24360499999999999 1.0000000180025095e-35 0.094195000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.03033866662337515 -0.0012939608499939741 0.017255135638833775 -0.0083892004592600756 leaf_weight=6.532326693995854 186.07944379805122 13.693565241526811 6.6050930409692228 leaf_count=91 2551 137 64 internal_value=0 -2.09741e-05 -0.0193313 internal_weight=0 199.773 13.1374 internal_count=2843 2688 155 is_linear=0 shrinkage=0.0224292 Tree=3657 num_leaves=4 num_cat=0 split_feature=43 376 2 split_gain=8.66888 9.10936 3.04998 threshold=-0.24360499999999999 1.0000000180025095e-35 0.094195000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058152136785646262 -2.701661391985484e-05 0.00033943265402186561 -0.00015938299198739098 leaf_weight=6.5500024020438996 190.02396545695956 14.074326503789051 6.7133152554742992 leaf_count=91 2551 137 64 internal_value=0 -1.71741e-06 -0.000368389 internal_weight=0 204.098 13.2633 internal_count=2843 2688 155 is_linear=0 shrinkage=0.000439788 Tree=3658 num_leaves=4 num_cat=0 split_feature=43 42 2 split_gain=8.78795 8.57547 3.05917 threshold=-0.24360499999999999 -0.108275 0.094195000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029931202980309553 0.025658523328064821 -0.00086269593340905872 -0.0082095110023664708 leaf_weight=6.4712111424887535 6.3151411991566411 193.39322192367399 6.596939705312252 leaf_count=91 114 2574 64 internal_value=0 -2.16743e-05 -0.0189938 internal_weight=0 199.708 13.0682 internal_count=2843 2688 155 is_linear=0 shrinkage=0.0224292 Tree=3659 num_leaves=3 num_cat=0 split_feature=156 51 split_gain=6.48287 6.4724 threshold=0.11815500000000002 -0.41122499999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.028878361750734521 -0.025482696870228732 2.2021275900723856e-05 leaf_weight=3.9554902468807986 5.3554735481739035 203.38748113845941 leaf_count=102 105 2636 internal_value=0 -0.00053192 internal_weight=0 207.343 internal_count=2843 2738 is_linear=0 shrinkage=0.0224292 Tree=3660 num_leaves=4 num_cat=0 split_feature=13 43 0 split_gain=6.63479 7.5763 1.61194 threshold=-0.15314999999999998 -0.075414999999999982 -0.11772999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0054839349937157028 0.0044641358480629143 -0.0046240108427463445 0.01647940836738241 leaf_weight=13.277812096290292 78.91314476102707 111.07779818604467 13.594094836153088 leaf_count=106 1137 1530 95 internal_value=0 -0.00084916 0.0110541 internal_weight=0 189.991 26.8719 internal_count=2868 2667 201 is_linear=0 shrinkage=0.0224292 Tree=3661 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=7.21312 7.54018 1.57095 threshold=-0.15314999999999998 0.0047850000000000011 -0.11772999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011815302044267581 -5.2032201092345581e-05 0.0001891979951812415 0.00032773985680690083 leaf_weight=13.74346942221746 166.18129862227943 29.492483760463074 13.975632869638501 leaf_count=106 2346 321 95 internal_value=0 -1.56584e-05 0.000223977 internal_weight=0 195.674 27.7191 internal_count=2868 2667 201 is_linear=0 shrinkage=0.000439788 Tree=3662 num_leaves=4 num_cat=0 split_feature=13 456 4 split_gain=6.3907 7.29051 1.33432 threshold=-0.15314999999999998 0.087055000000000007 -0.079844999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01809564385494097 0.00019607582792475144 -0.01964668770668556 0.0073887241453573305 leaf_weight=8.6906895306892711 180.29022021937999 9.8033547094091755 18.03308264981024 leaf_count=45 2518 149 156 internal_value=0 -0.000829109 0.0108811 internal_weight=0 190.094 26.7238 internal_count=2868 2667 201 is_linear=0 shrinkage=0.0224292 Tree=3663 num_leaves=4 num_cat=0 split_feature=481 13 159 split_gain=6.33514 5.66306 1.6174 threshold=-0.029924999999999997 -0.15314999999999998 -0.089154999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018063790609101668 0.011013948802043318 -0.00010283994329868497 -0.026974185870216931 leaf_weight=1.7191173841711131 26.346275189192966 183.46836345567135 5.096510234870947 leaf_count=51 195 2390 232 internal_value=0 0.00129396 -0.0206488 internal_weight=0 209.815 6.81563 internal_count=2868 2585 283 is_linear=0 shrinkage=0.0224292 Tree=3664 num_leaves=3 num_cat=0 split_feature=4 52 split_gain=7.81056 7.14342 threshold=-0.50052499999999989 -0.081449999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019587239037883026 0.006148834224903736 -0.0031171773865493976 leaf_weight=11.217249755747615 59.468459001684096 141.18982250729459 leaf_count=129 623 2087 internal_value=0 -0.000370715 internal_weight=0 200.658 internal_count=2839 2710 is_linear=0 shrinkage=0.0224292 Tree=3665 num_leaves=3 num_cat=0 split_feature=4 52 split_gain=7.51278 6.82743 threshold=-0.50052499999999989 -0.081449999999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019260716538807763 0.0060114903941269017 -0.0030477518670891817 leaf_weight=11.152616338804362 59.463320051203482 141.16779469969333 leaf_count=129 623 2087 internal_value=0 -0.000362445 internal_weight=0 200.631 internal_count=2839 2710 is_linear=0 shrinkage=0.0224292 Tree=3666 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=7.22525 6.60524 threshold=-0.50052499999999989 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01893705974699475 -0.025262558201519108 0.0003105646217640878 leaf_weight=11.089851638302205 5.1975355961767482 195.40780840930529 leaf_count=129 229 2481 internal_value=0 -0.000354357 internal_weight=0 200.605 internal_count=2839 2710 is_linear=0 shrinkage=0.0224292 Tree=3667 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=7.11869 9.41228 4.89292 threshold=0.121715 0.10217500000000002 0.11346000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015170029230161467 0.018017737294113875 -0.021960282913255247 -0.0014465835434870984 leaf_weight=172.99099530244712 14.971865404630082 12.105057244771158 11.462082450278102 leaf_count=2257 174 276 132 internal_value=0 -0.0028561 0.00958282 internal_weight=0 185.096 26.4339 internal_count=2839 2533 306 is_linear=0 shrinkage=0.0224292 Tree=3668 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=7.92735 6.61732 threshold=-0.51296999999999993 0.10302000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047844156214186352 4.5304798315428144e-08 0.000281605566614869 leaf_weight=6.2427038764581075 191.92138010862982 17.608341618441045 leaf_count=197 2490 99 internal_value=0 2.37304e-05 internal_weight=0 209.53 internal_count=2786 2589 is_linear=0 shrinkage=0.000439788 Tree=3669 num_leaves=3 num_cat=0 split_feature=52 14 split_gain=7.7743 6.55047 threshold=-0.51296999999999993 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024403701355778958 0.0019142597957496333 -0.021693822152950251 leaf_weight=6.1178089657332739 199.54727241350338 6.0740923071280113 leaf_count=197 2506 83 internal_value=0 0.00121492 internal_weight=0 205.621 internal_count=2786 2589 is_linear=0 shrinkage=0.0224292 Tree=3670 num_leaves=4 num_cat=0 split_feature=157 48 1 split_gain=7.76231 7.66708 6.55589 threshold=-0.084489999999999996 0.14226500000000003 0.10835000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029949608424811834 0.0022167556963264058 -0.024506674697734484 0.00639833208436581 leaf_weight=7.4024367888923717 194.8774257026962 5.5358997394796452 3.752779757604003 leaf_count=180 2541 37 28 internal_value=0 0.00147633 -0.0177316 internal_weight=0 200.413 11.1552 internal_count=2786 2578 208 is_linear=0 shrinkage=0.0224292 Tree=3671 num_leaves=3 num_cat=0 split_feature=52 39 split_gain=7.55324 7.32962 threshold=-0.51296999999999993 -0.042029999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02436618253525711 -0.025169730375616432 0.0018565764326983155 leaf_weight=5.9753199804108581 5.1596429171040645 200.30565586610464 leaf_count=197 46 2543 internal_value=0 0.00117562 internal_weight=0 205.465 internal_count=2786 2589 is_linear=0 shrinkage=0.0224292 Tree=3672 num_leaves=3 num_cat=0 split_feature=44 0 split_gain=6.06577 7.52441 threshold=1.0000000180025095e-35 -0.11367499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0085491273333252668 -0.019036991556172309 -0.00052920827286490242 leaf_weight=68.030471230857074 6.8244274090975514 141.28592559866956 leaf_count=417 57 2355 internal_value=0 0.00242188 internal_weight=0 209.316 internal_count=2829 2772 is_linear=0 shrinkage=0.0224292 Tree=3673 num_leaves=3 num_cat=0 split_feature=44 1 split_gain=5.80287 7.24832 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0030844013556477162 -0.018628920551000652 0.0055657292309462909 leaf_weight=77.277169349457836 6.8179912129417053 131.86737579992041 leaf_count=1455 57 1317 internal_value=0 0.00236959 internal_weight=0 209.145 internal_count=2829 2772 is_linear=0 shrinkage=0.0224292 Tree=3674 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=6.43224 12.4466 10.6628 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026217332891516847 5.9651434604671087e-05 8.8261111071120008e-05 0.00059075460827205488 leaf_weight=35.311765022866894 134.062698066351 44.021261557238176 7.7145789163187137 leaf_count=728 1264 727 110 internal_value=0 -6.77456e-05 8.86262e-05 internal_weight=0 79.333 141.777 internal_count=2829 1455 1374 is_linear=0 shrinkage=0.000439788 Tree=3675 num_leaves=3 num_cat=0 split_feature=41 42 split_gain=5.61621 7.01516 threshold=0.082980000000000012 -0.11244999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017959015734359936 -0.014733903474646929 0.0033043727850592189 leaf_weight=8.1074125443701615 9.9968339521437866 197.74775784468511 leaf_count=151 104 2574 internal_value=0 0.00246535 internal_weight=0 205.855 internal_count=2829 2725 is_linear=0 shrinkage=0.0224292 Tree=3676 num_leaves=3 num_cat=0 split_feature=44 13 split_gain=7.21762 6.96176 threshold=1.0000000180025095e-35 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041866151116793813 -0.00048527724373166912 8.5152947811375294e-06 leaf_weight=8.3005483027081919 5.497303243726491 211.27984231768642 leaf_count=66 54 2735 internal_value=0 2.40546e-05 internal_weight=0 219.58 internal_count=2855 2801 is_linear=0 shrinkage=0.000439788 Tree=3677 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=6.50778 8.05155 threshold=1.0000000180025095e-35 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02389888896155579 -0.019810686018885984 0.00059821394609422 leaf_weight=7.7249980769120148 7.4795778709813012 203.79533185288892 leaf_count=59 69 2727 internal_value=0 0.00145127 internal_weight=0 211.52 internal_count=2855 2786 is_linear=0 shrinkage=0.0224292 Tree=3678 num_leaves=3 num_cat=0 split_feature=44 456 split_gain=7.58432 6.73827 threshold=1.0000000180025095e-35 0.087055000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022423093984910011 -0.025578405052647413 -0.016825664325435346 leaf_weight=203.82461486171815 5.3671490531414738 9.7511211815290135 leaf_count=2642 54 159 internal_value=0 0.00137031 internal_weight=0 213.576 internal_count=2855 2801 is_linear=0 shrinkage=0.0224292 Tree=3679 num_leaves=3 num_cat=0 split_feature=44 13 split_gain=7.25961 6.47177 threshold=1.0000000180025095e-35 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021006690519923137 -0.025045854486410671 0.00056444038871901535 leaf_weight=8.078996046446262 5.3588335756212464 205.49505658441922 leaf_count=66 54 2735 internal_value=0 0.00133953 internal_weight=0 213.574 internal_count=2855 2801 is_linear=0 shrinkage=0.0224292 Tree=3680 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=7.63242 6.89848 threshold=0.09309000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024896193050322583 -0.024017545707490141 -0.019763128236227095 leaf_weight=208.93192175403237 5.9258993845432988 7.23257552308496 leaf_count=2586 53 241 internal_value=0 0.00174339 internal_weight=0 216.164 internal_count=2880 2827 is_linear=0 shrinkage=0.0224292 Tree=3681 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=7.32122 6.68139 threshold=0.09309000000000002 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025589755544767907 -0.023573996715761096 -0.016493706049158851 leaf_weight=206.43573728288175 5.9026084430515757 9.6752429904881847 leaf_count=2722 53 105 internal_value=0 0.00170461 internal_weight=0 216.111 internal_count=2880 2827 is_linear=0 shrinkage=0.0224292 Tree=3682 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=7.14431 6.67759 threshold=0.09309000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6144895868353362e-05 -0.00045379513741975716 -0.0003790375237870119 leaf_weight=213.56941490562167 5.9974071076139799 7.3725058182026251 leaf_count=2586 53 241 internal_value=0 3.19257e-05 internal_weight=0 220.942 internal_count=2880 2827 is_linear=0 shrinkage=0.000439788 Tree=3683 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=7.01833 6.63109 threshold=0.09309000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023931924905573189 -0.023127244750477484 -0.019507357198980963 leaf_weight=209.04185347570456 5.8820299254730335 7.1754682115279129 leaf_count=2586 53 241 internal_value=0 0.00166473 internal_weight=0 216.217 internal_count=2880 2827 is_linear=0 shrinkage=0.0224292 Tree=3684 num_leaves=4 num_cat=0 split_feature=401 11 2 split_gain=6.5233 6.77514 1.65247 threshold=0.087020000000000014 0.08184000000000001 0.097955000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020952249601136983 -0.025710996654669371 -0.01468333530966307 -0.0043327709485151394 leaf_weight=194.88703363898094 5.8013008451089245 12.889861009549348 2.6587087175576016 leaf_count=2465 174 150 57 internal_value=0 0.00105308 -0.0190174 internal_weight=0 207.777 8.46001 internal_count=2846 2615 231 is_linear=0 shrinkage=0.0224292 Tree=3685 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=6.25967 15.6195 2.68119 threshold=0.09389500000000002 0.086810000000000012 -0.092659999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9951508930840962e-07 3.2746924493735026e-05 0.00072941698584366981 -0.00047253665398077092 leaf_weight=204.14512478839606 2.8035289302933961 5.8263866500928989 7.331106700585222 leaf_count=2576 55 36 179 internal_value=0 2.05959e-05 -0.000332962 internal_weight=0 209.972 10.1346 internal_count=2846 2612 234 is_linear=0 shrinkage=0.000439788 Tree=3686 num_leaves=4 num_cat=0 split_feature=401 11 2 split_gain=6.31025 6.4719 1.64306 threshold=0.087020000000000014 0.08184000000000001 0.097955000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020463706448754304 -0.025602614372639471 -0.014354781174650878 -0.0042273862043236332 leaf_weight=194.96207528287778 5.6986045013181847 12.885555990505962 2.6590666517149657 leaf_count=2465 174 150 57 internal_value=0 0.00102835 -0.018827 internal_weight=0 207.848 8.35767 internal_count=2846 2615 231 is_linear=0 shrinkage=0.0224292 Tree=3687 num_leaves=4 num_cat=0 split_feature=401 403 2 split_gain=6.10515 6.85867 3.58361 threshold=0.083100000000000021 0.03138500000000001 0.11326500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8052372476768564e-05 -0.025002447289554169 0.015644280258154751 0.0054785442936649206 leaf_weight=191.12072915150202 7.2873656312003714 15.059678988880476 2.6338542954763398 leaf_count=2385 218 194 49 internal_value=0 0.00108094 -0.0169155 internal_weight=0 206.18 9.92122 internal_count=2846 2579 267 is_linear=0 shrinkage=0.0224292 Tree=3688 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=9.59623 13.9613 9.57323 threshold=-0.077944999999999987 1.0000000180025095e-35 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029935899704597383 0.00015311054455469027 3.9531844219668049e-06 -0.00030116329192511469 leaf_weight=42.55800672058831 74.215600068913773 94.491782443947159 10.188055361388249 leaf_count=1072 850 807 168 internal_value=0 -9.02628e-05 9.82211e-05 internal_weight=0 137.05 84.4037 internal_count=2897 1879 1018 is_linear=0 shrinkage=0.000439788 Tree=3689 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=8.84383 14.0645 9.58941 threshold=-0.077944999999999987 1.0000000180025095e-35 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029610257332534783 0.00014928541506689064 8.1799747799532675e-06 -0.00030350372615241456 leaf_weight=42.474820612347685 74.851143953041174 95.203098913072608 10.271980584133415 leaf_count=1072 850 807 168 internal_value=0 -8.57218e-05 9.45906e-05 internal_weight=0 137.678 85.1231 internal_count=2897 1879 1018 is_linear=0 shrinkage=0.000439788 Tree=3690 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=9.45696 14.1771 9.62182 threshold=-0.077944999999999987 0.088975000000000012 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002342036322327245 0.00015289508701653396 4.8716441271835938e-05 -0.00030335102530513086 leaf_weight=66.981522805261193 73.945316436234862 70.085997830028646 10.151407964178359 leaf_count=1317 850 562 168 internal_value=0 -8.9553e-05 9.77648e-05 internal_weight=0 137.068 84.0967 internal_count=2897 1879 1018 is_linear=0 shrinkage=0.000439788 Tree=3691 num_leaves=4 num_cat=0 split_feature=0 1 15 split_gain=9.16049 14.2916 9.76566 threshold=-0.077944999999999987 1.0000000180025095e-35 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029800027740509822 0.00015244606998817344 8.4622990627138375e-06 -0.00030524834132423482 leaf_weight=42.53297887815279 74.91157412272878 95.44761472963728 10.23190382029861 leaf_count=1072 850 807 168 internal_value=0 -8.6034e-05 9.73877e-05 internal_weight=0 137.981 85.1435 internal_count=2897 1879 1018 is_linear=0 shrinkage=0.000439788 Tree=3692 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=9.44272 9.91091 2.93046 threshold=-0.11244999999999998 -0.09547499999999999 -0.26007999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070789121240202489 0.00061296346079504373 2.180472205798063e-06 -0.00018963408785785917 leaf_weight=4.329952753148973 5.2519881415646514 204.1343388260866 4.1361797593126521 leaf_count=57 76 2571 98 internal_value=0 1.75551e-05 -0.00045569 internal_weight=0 209.386 8.46613 internal_count=2802 2647 155 is_linear=0 shrinkage=0.000439788 Tree=3693 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=9.38422 10.0682 2.85076 threshold=-0.11244999999999998 -0.09547499999999999 -0.26007999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.036059881151044693 0.031787326954035799 9.6083849461854436e-05 -0.0097757874024678223 leaf_weight=4.2896755058318377 5.1547887113410971 199.60006950175739 4.0431141205772274 leaf_count=57 76 2571 98 internal_value=0 0.000896813 -0.0233582 internal_weight=0 204.755 8.33279 internal_count=2802 2647 155 is_linear=0 shrinkage=0.0224292 Tree=3694 num_leaves=4 num_cat=0 split_feature=42 157 43 split_gain=9.04195 9.6677 2.82237 threshold=-0.11244999999999998 -0.083944999999999978 -0.26007999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.035810320441119252 -0.01861220920325897 0.002094649818343701 -0.0095592890732054663 leaf_weight=4.2235657628625631 12.032878920144865 192.77403878490441 4.042385702749014 leaf_count=57 235 2412 98 internal_value=0 0.000876453 -0.0230241 internal_weight=0 204.807 8.26595 internal_count=2802 2647 155 is_linear=0 shrinkage=0.0224292 Tree=3695 num_leaves=4 num_cat=0 split_feature=42 157 43 split_gain=8.81017 9.45756 2.88552 threshold=-0.11244999999999998 -0.083944999999999978 -0.26007999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069567783274635951 -0.0003581226346155314 3.998803207375401e-05 -0.00018053587169764888 leaf_weight=4.2521606229711324 12.239644988265352 197.22953708696878 4.1785763501829916 leaf_count=57 235 2412 98 internal_value=0 1.66952e-05 -0.00044134 internal_weight=0 209.469 8.43074 internal_count=2802 2647 155 is_linear=0 shrinkage=0.000439788 Tree=3696 num_leaves=4 num_cat=0 split_feature=52 2 1375 split_gain=7.3063 8.08421 7.35383 threshold=-0.11244999999999998 0.10620500000000001 -0.030214999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019845559384405416 -0.017628258983707207 0.0029139755456628991 0.00096455761550931355 leaf_weight=21.547212877834681 11.406082414556293 12.338827633939216 168.97455469550914 leaf_count=345 114 172 2236 internal_value=0 -0.0115612 -0.000212871 internal_weight=0 33.886 180.381 internal_count=2867 517 2350 is_linear=0 shrinkage=0.0224292 Tree=3697 num_leaves=4 num_cat=0 split_feature=52 39 3 split_gain=7.39819 7.7408 7.33163 threshold=-0.32783999999999996 0.0047850000000000011 0.11346000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052686347488849748 -5.1422963177184626e-05 0.00019624244096328442 0.00021011244055862472 leaf_weight=10.639275417954194 176.74230480223196 28.300164605956525 3.4461862351745358 leaf_count=290 2252 310 15 internal_value=0 -1.72248e-05 -0.000346513 internal_weight=0 205.042 14.0855 internal_count=2867 2562 305 is_linear=0 shrinkage=0.000439788 Tree=3698 num_leaves=4 num_cat=0 split_feature=52 2 1375 split_gain=7.0273 7.80889 7.02313 threshold=-0.11244999999999998 0.10620500000000001 -0.030214999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019546704061262288 -0.017225275912917792 0.0028493902050389145 0.00094305974133706161 leaf_weight=21.395653389685322 11.407919059041886 12.341155225702094 169.04801798032713 leaf_count=345 114 172 2236 internal_value=0 -0.0113571 -0.000207192 internal_weight=0 33.7368 180.456 internal_count=2867 517 2350 is_linear=0 shrinkage=0.0224292 Tree=3699 num_leaves=4 num_cat=0 split_feature=403 0 39 split_gain=6.89048 15.9556 7.19249 threshold=0.03138500000000001 -0.084184999999999996 0.0047850000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051025712112230913 -0.011885720009039268 0.026766182792436196 0.0070408040995152115 leaf_weight=163.33536229559104 9.4712694730842504 12.371192185324615 28.857443326909561 leaf_count=2193 167 184 323 internal_value=0 0.0100103 -0.00327874 internal_weight=0 21.8425 192.193 internal_count=2867 351 2516 is_linear=0 shrinkage=0.0224292 Tree=3700 num_leaves=4 num_cat=0 split_feature=483 403 43 split_gain=7.60054 6.37922 0.995016 threshold=0.096950000000000022 0.03138500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087129435142696999 -0.016345797943251843 0.012052711754108643 -0.03479207603698703 leaf_weight=184.0640489225334 3.1944004658726044 21.433245789259672 2.8160865448880932 leaf_count=2366 133 328 31 internal_value=0 0.000477666 -0.0250712 internal_weight=0 205.497 6.01049 internal_count=2858 2694 164 is_linear=0 shrinkage=0.0224292 Tree=3701 num_leaves=4 num_cat=0 split_feature=484 150 3 split_gain=7.3624 7.30909 6.76142 threshold=-0.0048899999999999994 0.094545000000000018 -0.12032499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045882229046179514 0.00018888420781128186 0.00028477683117853538 -2.1357905593534338e-05 leaf_weight=11.986745024041737 36.045296517200768 3.2343600345775476 164.68580832832959 leaf_count=415 266 20 2157 internal_value=0 -0.000300655 1.64097e-05 internal_weight=0 15.2211 200.731 internal_count=2858 435 2423 is_linear=0 shrinkage=0.000439788 Tree=3702 num_leaves=4 num_cat=0 split_feature=484 150 3 split_gain=7.82901 7.45481 6.87125 threshold=-0.0048899999999999994 0.094545000000000018 -0.12032499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046261988859077377 0.00019376441880269174 0.00028635302208726457 -1.720584696406794e-05 leaf_weight=12.13883927115239 36.402135018026456 3.2454127613455048 165.72015624147025 leaf_count=415 266 20 2157 internal_value=0 -0.00030446 2.08045e-05 internal_weight=0 15.3843 202.122 internal_count=2858 435 2423 is_linear=0 shrinkage=0.000439788 Tree=3703 num_leaves=4 num_cat=0 split_feature=483 403 43 split_gain=7.34273 6.05671 0.965353 threshold=0.096950000000000022 0.03138500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00084766584934990068 -0.01613239124345639 0.011721045245466757 -0.034390683243503174 leaf_weight=184.22213291859953 3.1670067035011016 21.524058232898824 2.7861358447698867 leaf_count=2366 133 328 31 internal_value=0 0.00046817 -0.0247601 internal_weight=0 205.746 5.95314 internal_count=2858 2694 164 is_linear=0 shrinkage=0.0224292 Tree=3704 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=10.1583 7.77704 threshold=0.078275000000000025 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00057403494891465753 -0.00052427417579971108 4.5481484665881627e-05 leaf_weight=3.9734225765569127 6.4702236824668935 213.55888250473072 leaf_count=93 92 2701 internal_value=0 3.41161e-05 internal_weight=0 217.532 internal_count=2886 2794 is_linear=0 shrinkage=0.000439788 Tree=3705 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=10.1357 7.60883 threshold=0.078275000000000025 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00057275062728515992 -0.00052705666539073299 4.3489256682522429e-05 leaf_weight=3.92820028431015 6.4341115483548483 212.62938279751688 leaf_count=93 92 2701 internal_value=0 3.22616e-05 internal_weight=0 216.558 internal_count=2886 2794 is_linear=0 shrinkage=0.000439788 Tree=3706 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=10.2815 7.57309 threshold=0.078275000000000025 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00057140896746106832 -0.00052719142499905189 4.4729368217156132e-05 leaf_weight=3.910608540812972 6.4952634486835441 212.73428058283753 leaf_count=93 92 2701 internal_value=0 3.35582e-05 internal_weight=0 216.645 internal_count=2886 2794 is_linear=0 shrinkage=0.000439788 Tree=3707 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=10.1653 7.56174 threshold=0.078275000000000025 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.029358522483036255 -0.027072275841279556 0.0022890479649999959 leaf_weight=3.8495386760914689 6.3373844516463569 208.54948039609008 leaf_count=93 92 2701 internal_value=0 0.00171288 internal_weight=0 212.399 internal_count=2886 2794 is_linear=0 shrinkage=0.0224292 Tree=3708 num_leaves=4 num_cat=0 split_feature=480 1 13 split_gain=7.56335 7.52229 0.48081 threshold=0.086640000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0041205776059950782 -0.017825665217783174 0.004591925701756071 -0.030895059622456478 leaf_weight=78.823707412346266 2.9948789060581475 135.56928528496064 2.8967429652111596 leaf_count=1346 150 1297 43 internal_value=0 0.00138861 -0.0243306 internal_weight=0 214.393 5.89162 internal_count=2836 2643 193 is_linear=0 shrinkage=0.0224292 Tree=3709 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=8.06873 16.1536 12.7821 threshold=1.0000000180025095e-35 -0.091284999999999991 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042614661271510372 4.3577450148042146e-05 1.9131201102899972e-05 0.00059290668060628003 leaf_weight=21.217836854280904 134.78484353935346 61.070298046310199 8.7041074356529844 leaf_count=300 1271 1162 103 internal_value=0 -9.5755e-05 7.69745e-05 internal_weight=0 82.2881 143.489 internal_count=2836 1462 1374 is_linear=0 shrinkage=0.000439788 Tree=3710 num_leaves=4 num_cat=0 split_feature=480 1 13 split_gain=7.32086 7.21828 0.477976 threshold=0.086640000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040411108910752532 -0.017593815614098875 0.0044966322790365547 -0.030700294996440686 leaf_weight=78.742760837281821 2.9691648446605541 135.53959878743626 2.851412145944777 leaf_count=1346 150 1297 43 internal_value=0 0.00135917 -0.0240939 internal_weight=0 214.282 5.82058 internal_count=2836 2643 193 is_linear=0 shrinkage=0.0224292 Tree=3711 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=7.1909 16.2796 12.7826 threshold=1.0000000180025095e-35 -0.091284999999999991 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042494677122971317 3.8719171972355898e-05 2.4244010430428514e-05 0.00058969041000626887 leaf_weight=20.998815966071561 133.30820919515099 60.589475143235177 8.6553067963104677 leaf_count=300 1271 1162 103 internal_value=0 -9.1439e-05 7.23859e-05 internal_weight=0 81.5883 141.964 internal_count=2836 1462 1374 is_linear=0 shrinkage=0.000439788 Tree=3712 num_leaves=3 num_cat=0 split_feature=1447 1 split_gain=6.19486 7.21103 threshold=-0.086059999999999984 0.13601500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051506261611433592 -1.1293913105335133e-05 0.00031393727378421971 leaf_weight=4.770632733765523 206.23171781352721 14.067081586457787 leaf_count=103 2583 171 internal_value=0 9.49898e-06 internal_weight=0 220.299 internal_count=2857 2754 is_linear=0 shrinkage=0.000439788 Tree=3713 num_leaves=3 num_cat=0 split_feature=1447 1 split_gain=6.25272 6.70839 threshold=-0.086059999999999984 0.13601500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026900167901490735 -0.00040553862778631045 0.015862254291762114 leaf_weight=4.6340675623505367 202.07694259294658 13.592114738887174 leaf_count=103 2583 171 internal_value=0 0.00062102 internal_weight=0 215.669 internal_count=2857 2754 is_linear=0 shrinkage=0.0224292 Tree=3714 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=6.19975 13.2833 9.40707 threshold=-0.077944999999999987 -0.10072999999999999 0.10112000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035823343994401866 0.0088500077484378586 -0.010766292174636325 -0.015077949326505765 leaf_weight=87.858734455192462 71.569032931700349 51.447741951706121 9.3269256217172352 leaf_count=585 832 1261 179 internal_value=0 -0.00171755 0.00608832 internal_weight=0 139.306 80.896 internal_count=2857 1846 1011 is_linear=0 shrinkage=0.0224292 Tree=3715 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=6.04428 13.7554 8.78366 threshold=-0.077944999999999987 -0.10072999999999999 -0.074204999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0075779687227754e-05 0.0002833193410245289 -0.00021366472079039636 -7.5239380070367303e-06 leaf_weight=89.130432628327981 34.617256579222158 52.492311969981529 47.798649075324647 leaf_count=585 371 1261 640 internal_value=0 -3.51069e-05 0.000114677 internal_weight=0 141.623 82.4159 internal_count=2857 1846 1011 is_linear=0 shrinkage=0.000439788 Tree=3716 num_leaves=4 num_cat=0 split_feature=1 15 1 split_gain=10.0672 12.0663 10.8746 threshold=0.077020000000000019 -1.0000000180025095e-35 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033378185945216927 0.00054000194970860854 1.8001128280933665e-05 3.8974298276122575e-05 leaf_weight=31.923726514651207 8.8970463345758599 46.036551607307047 139.09443597332574 leaf_count=700 48 776 1367 internal_value=0 -0.000126096 6.91612e-05 internal_weight=0 77.9603 147.991 internal_count=2891 1476 1415 is_linear=0 shrinkage=0.000439788 Tree=3717 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=9.18859 12.5809 9.29171 threshold=1.0000000180025095e-35 -0.083504999999999982 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073125675209626661 0.0053697845947104916 -0.012499511187129204 -0.012656186974538942 leaf_weight=23.504479560477193 130.74467127467506 51.261692235479131 16.145501970779151 leaf_count=317 1120 1143 311 internal_value=0 -0.00627085 0.00338706 internal_weight=0 74.7662 146.89 internal_count=2891 1460 1431 is_linear=0 shrinkage=0.0224292 Tree=3718 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=10.0529 12.471 9.01977 threshold=1.0000000180025095e-35 -0.083504999999999982 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013462243705058234 0.00010587101227945033 -0.00024769167355985689 -0.0002373199655116347 leaf_weight=24.054352211940568 134.50757404463366 52.474963259504875 16.626401054789312 leaf_count=317 1120 1143 311 internal_value=0 -0.000127521 6.8091e-05 internal_weight=0 76.5293 151.134 internal_count=2891 1460 1431 is_linear=0 shrinkage=0.000439788 Tree=3719 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=10.6751 12.6979 9.34694 threshold=1.0000000180025095e-35 -0.083504999999999982 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013305238550858603 0.00010877461352783945 -0.00025144268324503335 -0.00024038725496678217 leaf_weight=24.19681135303108 134.47743474924937 52.913276015402516 16.648112038034014 leaf_count=317 1120 1143 311 internal_value=0 -0.000130787 7.02852e-05 internal_weight=0 77.1101 151.126 internal_count=2891 1460 1431 is_linear=0 shrinkage=0.000439788 Tree=3720 num_leaves=4 num_cat=0 split_feature=42 132 41 split_gain=5.77913 8.75541 5.66354 threshold=-1.0000000180025095e-35 0.081055000000000016 0.087145000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012976096760261492 0.0039150329189964672 0.012519907160197854 -0.017748615865664914 leaf_weight=27.216348430432845 176.40862558921799 9.0029848976992053 6.2685814141295841 leaf_count=648 1970 141 64 internal_value=0 -0.00663534 0.00316987 internal_weight=0 36.2193 182.677 internal_count=2823 789 2034 is_linear=0 shrinkage=0.0224292 Tree=3721 num_leaves=4 num_cat=0 split_feature=42 132 42 split_gain=6.02638 8.84238 5.36898 threshold=-1.0000000180025095e-35 0.081055000000000016 0.101955 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025776177893984829 8.3617649568425601e-05 0.00023694400968894764 -0.00017146626213435334 leaf_weight=27.917667008005083 169.75776781863533 9.3027055950369668 17.597296907799318 leaf_count=648 1709 141 325 internal_value=0 -0.000134059 5.96439e-05 internal_weight=0 37.2204 187.355 internal_count=2823 789 2034 is_linear=0 shrinkage=0.000439788 Tree=3722 num_leaves=4 num_cat=0 split_feature=42 132 41 split_gain=5.54144 8.40824 5.42206 threshold=-1.0000000180025095e-35 0.081055000000000016 0.087145000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012759058639716438 0.0038245141564239365 0.012250357679898287 -0.017407677567340778 leaf_weight=27.080883414193522 176.4811465513194 8.9948463947512192 6.2467846428044131 leaf_count=648 1970 141 64 internal_value=0 -0.00652022 0.00309692 internal_weight=0 36.0757 182.728 internal_count=2823 789 2034 is_linear=0 shrinkage=0.0224292 Tree=3723 num_leaves=3 num_cat=0 split_feature=394 13 split_gain=5.60247 5.76156 threshold=-0.088129999999999986 0.26891500000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042894236562478942 5.1464036931991252e-05 -0.00039168035138548775 leaf_weight=5.0304247296880922 212.44527119884151 5.8114181269193059 leaf_count=106 2659 58 internal_value=0 3.96314e-05 internal_weight=0 218.257 internal_count=2823 2717 is_linear=0 shrinkage=0.000439788 Tree=3724 num_leaves=4 num_cat=0 split_feature=51 403 52 split_gain=7.55864 6.56927 5.17988 threshold=-0.10998999999999999 0.09389500000000002 -0.15392499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0049734275152242642 0.0020074742488832139 -0.017663066861569422 -0.030380449356728057 leaf_weight=10.987571377656424 187.47231195337372 8.9297072603367251 6.3709339757333501 leaf_count=180 2349 209 107 internal_value=0 0.00111149 -0.0143215 internal_weight=0 196.402 17.3585 internal_count=2845 2558 287 is_linear=0 shrinkage=0.0224292 Tree=3725 num_leaves=4 num_cat=0 split_feature=51 15 52 split_gain=7.7746 7.11302 5.19993 threshold=-0.10998999999999999 0.088550000000000004 -0.15392499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.8137899286975276e-05 5.8282370200695987e-05 -0.00017632220314793575 -0.00059075407463589 leaf_weight=11.366736251628028 173.0294342135021 29.197178411239292 6.512390269432216 leaf_count=180 1931 627 107 internal_value=0 2.43971e-05 -0.00027801 internal_weight=0 202.227 17.8791 internal_count=2845 2558 287 is_linear=0 shrinkage=0.000439788 Tree=3726 num_leaves=4 num_cat=0 split_feature=51 403 52 split_gain=7.2794 6.33851 5.10421 threshold=-0.10998999999999999 0.09389500000000002 -0.15392499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048685516083644244 0.0019656558298429203 -0.017434232512585964 -0.030229507719195137 leaf_weight=10.981256673461759 187.57625145895872 8.8543324859347177 6.2620957379695019 leaf_count=180 2349 209 107 internal_value=0 0.00108957 -0.0141019 internal_weight=0 196.431 17.2434 internal_count=2845 2558 287 is_linear=0 shrinkage=0.0224292 Tree=3727 num_leaves=4 num_cat=0 split_feature=51 15 4 split_gain=7.00633 6.2038 4.97402 threshold=-0.10998999999999999 0.088550000000000004 0.08920500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021590173529338313 0.0026962142713989456 -0.0086790169933776608 0.0050510574549522463 leaf_weight=12.168563747662121 168.21369952938403 28.137154968106188 4.9516566605307153 leaf_count=239 1931 627 48 internal_value=0 0.00106545 -0.0138877 internal_weight=0 196.351 17.1202 internal_count=2845 2558 287 is_linear=0 shrinkage=0.0224292 Tree=3728 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.46751 7.71219 threshold=-0.51296999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047542558041306122 -9.7219274592115991e-05 7.9765248363012766e-05 leaf_weight=6.0417440332239485 72.093601834290894 140.19317277544178 leaf_count=197 1367 1272 internal_value=0 1.96571e-05 internal_weight=0 212.287 internal_count=2836 2639 is_linear=0 shrinkage=0.000439788 Tree=3729 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.25909 5.80738 threshold=-0.51296999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024262953539770128 -0.0043924253629811149 0.0035607972593210925 leaf_weight=5.9245022118557236 69.674568013782846 136.92223761789501 leaf_count=197 1367 1272 internal_value=0 0.000878423 internal_weight=0 206.597 internal_count=2836 2639 is_linear=0 shrinkage=0.0224292 Tree=3730 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.26582 7.15506 threshold=-0.51296999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047465572910191306 -9.5122353906655868e-05 7.5773339462981604e-05 leaf_weight=5.9372776723466805 71.651356724527432 139.82165344653185 leaf_count=197 1367 1272 internal_value=0 1.7867e-05 internal_weight=0 211.473 internal_count=2836 2639 is_linear=0 shrinkage=0.000439788 Tree=3731 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=7.46887 7.00483 threshold=-0.51296999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047527700809066336 -9.375966278789173e-05 7.4383602830606935e-05 leaf_weight=6.1032716985791913 72.484078754670918 141.32235322066117 leaf_count=197 1367 1272 internal_value=0 1.73768e-05 internal_weight=0 213.806 internal_count=2836 2639 is_linear=0 shrinkage=0.000439788 Tree=3732 num_leaves=3 num_cat=0 split_feature=148 1348 split_gain=7.74971 7.87382 threshold=-0.083929999999999991 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021082701978757619 0.0017017442046883618 0.025911236603526549 leaf_weight=7.2284790948033324 203.19746373870294 6.9719964154064646 leaf_count=77 2699 41 internal_value=0 0.00250713 internal_weight=0 210.169 internal_count=2817 2740 is_linear=0 shrinkage=0.0224292 Tree=3733 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=6.84043 9.5911 4.06466 threshold=0.08184000000000001 -0.12229499999999999 0.25025000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016396750324943161 -0.026553489350590643 0.0009813490900928317 -0.0020194111662881378 leaf_weight=22.853672193363309 6.4680283714551461 180.83695895090932 7.1391030140221119 leaf_count=146 105 2521 45 internal_value=0 0.0027123 -0.0137023 internal_weight=0 203.691 13.6071 internal_count=2817 2667 150 is_linear=0 shrinkage=0.0224292 Tree=3734 num_leaves=3 num_cat=0 split_feature=148 1348 split_gain=7.10646 8.1089 threshold=-0.083929999999999991 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039516819260126474 2.7715708491972289e-05 0.00050639662553208522 leaf_weight=7.3707471219822756 208.38703783176607 7.0582556752488008 leaf_count=77 2699 41 internal_value=0 4.34414e-05 internal_weight=0 215.445 internal_count=2817 2740 is_linear=0 shrinkage=0.000439788 Tree=3735 num_leaves=3 num_cat=0 split_feature=148 1348 split_gain=7.40514 7.69603 threshold=-0.083929999999999991 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020658356743674951 0.0016210502422763346 0.025737503485261732 leaf_weight=7.2219123095273963 203.14588723573252 6.8634538743644944 leaf_count=77 2699 41 internal_value=0 0.00241148 internal_weight=0 210.009 internal_count=2817 2740 is_linear=0 shrinkage=0.0224292 Tree=3736 num_leaves=4 num_cat=0 split_feature=42 1 42 split_gain=7.63714 11.7608 6.94856 threshold=-1.0000000180025095e-35 0.10859000000000002 0.10217500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036036582068004039 4.6730343081097977e-05 0.0002239112257370801 -0.00024215901245741825 leaf_weight=25.247562001401093 169.8508328111493 9.0351245454512519 17.770927030709572 leaf_count=711 1784 72 328 internal_value=0 -0.000206342 1.93458e-05 internal_weight=0 34.2827 187.622 internal_count=2895 783 2112 is_linear=0 shrinkage=0.000439788 Tree=3737 num_leaves=4 num_cat=0 split_feature=42 1 42 split_gain=7.20059 11.4969 6.68351 threshold=-1.0000000180025095e-35 0.10859000000000002 0.10217500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018347639533020179 0.0022892686403647874 0.011513881300474175 -0.012405192499899456 leaf_weight=24.407854041317478 167.05822702666046 8.8162230101879668 17.152669801958837 leaf_count=711 1784 72 328 internal_value=0 -0.0104216 0.00091986 internal_weight=0 33.2241 184.211 internal_count=2895 783 2112 is_linear=0 shrinkage=0.0224292 Tree=3738 num_leaves=4 num_cat=0 split_feature=42 1 457 split_gain=7.19486 11.5373 6.52486 threshold=-1.0000000180025095e-35 0.10859000000000002 0.082870000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035391316347075145 -1.6697361418746984e-05 0.00022584689802203757 0.00020515699866027797 leaf_weight=25.022932582302019 157.67408470023656 9.0189247722737473 30.599893945269287 leaf_count=711 1916 72 196 internal_value=0 -0.000200273 1.93774e-05 internal_weight=0 34.0419 188.274 internal_count=2895 783 2112 is_linear=0 shrinkage=0.000439788 Tree=3739 num_leaves=4 num_cat=0 split_feature=42 1 457 split_gain=6.94021 11.0979 6.4172 threshold=-1.0000000180025095e-35 0.10859000000000002 0.082870000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018112402044218733 -0.00095046892395378771 0.011301962027754475 0.010364869683175149 leaf_weight=24.177182579180226 154.10267392458627 8.7847802792675775 30.126571725588292 leaf_count=711 1916 72 196 internal_value=0 -0.0102711 0.000900784 internal_weight=0 32.962 184.229 internal_count=2895 783 2112 is_linear=0 shrinkage=0.0224292 Tree=3740 num_leaves=4 num_cat=0 split_feature=128 39 2 split_gain=6.42412 6.43354 0.857336 threshold=0.086435000000000012 -1.0000000180025095e-35 0.089255000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036755723120483557 -0.00054721099224323692 4.7352302582588932e-05 -0.00020805494051172275 leaf_weight=7.4684692448936394 3.8621726559940717 208.76341620233143 2.3490690630860627 leaf_count=51 134 2582 53 internal_value=0 3.29905e-05 -0.000419974 internal_weight=0 216.232 6.21124 internal_count=2820 2633 187 is_linear=0 shrinkage=0.000439788 Tree=3741 num_leaves=4 num_cat=0 split_feature=403 456 1 split_gain=6.2826 6.39896 0.133393 threshold=-0.092224999999999988 0.087055000000000007 0.089990000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023385463479648212 0.0025820354240800982 -0.016476689810337695 -0.01520099084394911 leaf_weight=4.5508622052730052 201.83235944138141 9.2504177552764286 1.4860352468676863 leaf_count=259 2353 153 55 internal_value=0 0.0017454 -0.0214251 internal_weight=0 211.083 6.0369 internal_count=2820 2506 314 is_linear=0 shrinkage=0.0224292 Tree=3742 num_leaves=4 num_cat=0 split_feature=403 456 1 split_gain=6.50694 6.09028 0.175011 threshold=-0.092224999999999988 0.087055000000000007 0.090355000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045899858965676744 5.0807889134319905e-05 -0.00030890357864678003 -0.00027706470703247623 leaf_weight=4.8436206916812798 207.31129355030134 9.5028673786437121 1.4415440508164463 leaf_count=262 2353 153 52 internal_value=0 3.50161e-05 -0.000418236 internal_weight=0 216.814 6.28516 internal_count=2820 2506 314 is_linear=0 shrinkage=0.000439788 Tree=3743 num_leaves=3 num_cat=0 split_feature=11 403 split_gain=6.19869 6.24309 threshold=0.088315000000000018 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021132057198501298 -0.01589112200740812 0.0025806837690382158 leaf_weight=5.7261403664597301 10.298627694370223 201.07244397589238 leaf_count=312 107 2401 internal_value=0 0.0019222 internal_weight=0 206.799 internal_count=2820 2713 is_linear=0 shrinkage=0.0224292 Tree=3744 num_leaves=3 num_cat=0 split_feature=1375 403 split_gain=7.1415 6.66823 threshold=0.085270000000000012 0.09389500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8091567521271121e-05 -0.00042113978111123245 -0.00035911551231860553 leaf_weight=208.29286036503618 7.9914059701841316 9.4576629105722514 leaf_count=2541 75 234 internal_value=0 1.6781e-06 internal_weight=0 217.751 internal_count=2850 2775 is_linear=0 shrinkage=0.000439788 Tree=3745 num_leaves=3 num_cat=0 split_feature=1375 403 split_gain=7.38942 6.4192 threshold=0.085270000000000012 0.09389500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010192836160306232 -0.02189173463510714 -0.018137589024024698 leaf_weight=203.19722978310892 7.8887271585408589 9.1787131042219681 leaf_count=2541 75 234 internal_value=0 0.000189783 internal_weight=0 212.376 internal_count=2850 2775 is_linear=0 shrinkage=0.0224292 Tree=3746 num_leaves=3 num_cat=0 split_feature=1374 403 split_gain=7.14536 6.21675 threshold=0.087110000000000007 0.09389500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001031465414386139 -0.020826787574380848 -0.017913010595228169 leaf_weight=202.64072811364895 8.4217477999627572 9.0866232850821671 leaf_count=2535 81 234 internal_value=0 0.000216891 internal_weight=0 211.727 internal_count=2850 2769 is_linear=0 shrinkage=0.0224292 Tree=3747 num_leaves=3 num_cat=0 split_feature=1375 38 split_gain=6.97782 5.99375 threshold=0.085270000000000012 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00090581150172019899 -0.021317643690887577 -0.01971167594136905 leaf_weight=204.85754437511787 7.8494554583448908 7.3287247166736043 leaf_count=2706 75 69 internal_value=0 0.000191992 internal_weight=0 212.186 internal_count=2850 2775 is_linear=0 shrinkage=0.0224292 Tree=3748 num_leaves=3 num_cat=0 split_feature=4 456 split_gain=6.34807 7.69212 threshold=0.51074000000000008 -0.030409999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024375928658198001 0.023992183446964258 0.0017010259807973284 leaf_weight=5.8348104497417799 6.1865278226323417 204.04290456647868 leaf_count=56 131 2634 internal_value=0 0.000973909 internal_weight=0 209.878 internal_count=2821 2690 is_linear=0 shrinkage=0.0224292 Tree=3749 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=6.56699 7.38986 threshold=0.51074000000000008 0.08456000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.3526573184694854e-05 0.00047080217603043321 -0.00044456158650516887 leaf_weight=208.42728287284262 6.3944002334028474 6.427613917621783 leaf_count=2485 131 205 internal_value=0 1.91858e-05 internal_weight=0 214.855 internal_count=2821 2690 is_linear=0 shrinkage=0.000439788 Tree=3750 num_leaves=3 num_cat=0 split_feature=4 456 split_gain=6.21785 7.38892 threshold=0.51074000000000008 -0.030409999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023964321654742542 0.023959324120167633 0.0016625394024384964 leaf_weight=5.8023378769867113 6.0615335307084015 204.14907258539461 leaf_count=56 131 2634 internal_value=0 0.000952186 internal_weight=0 209.951 internal_count=2821 2690 is_linear=0 shrinkage=0.0224292 Tree=3751 num_leaves=3 num_cat=0 split_feature=4 480 split_gain=6.08614 7.23287 threshold=0.51074000000000008 0.08456000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016633307373997348 0.023926620897929827 -0.022724503808305235 leaf_weight=203.64290380888269 5.9351273365318766 6.2881575481151222 leaf_count=2485 131 205 internal_value=0 0.000930831 internal_weight=0 209.931 internal_count=2821 2690 is_linear=0 shrinkage=0.0224292 Tree=3752 num_leaves=4 num_cat=0 split_feature=52 1429 3 split_gain=10.0941 5.83849 5.5315 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.09712999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022092725194766117 0.011427332303550782 0.0027489726064556723 -0.024913609710454317 leaf_weight=4.8601002761861301 2.5999266245635217 194.32552451244555 10.882312427682335 leaf_count=120 34 2391 288 internal_value=0 0.00214078 -0.0178993 internal_weight=0 199.186 13.4822 internal_count=2833 2511 322 is_linear=0 shrinkage=0.0224292 Tree=3753 num_leaves=4 num_cat=0 split_feature=159 3 0 split_gain=10.4083 6.12195 1.57879 threshold=-0.032069999999999994 -0.12032499999999997 -0.15246499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3266954728109106e-06 0.00020074277312906433 5.7933967990961351e-06 -0.00043621873353728223 leaf_weight=1.9133828184567381 38.245361811714247 167.70056059415219 10.639147413923636 leaf_count=27 268 2186 352 internal_value=0 4.20119e-05 -0.000370185 internal_weight=0 205.946 12.5525 internal_count=2833 2454 379 is_linear=0 shrinkage=0.000439788 Tree=3754 num_leaves=4 num_cat=0 split_feature=159 3 0 split_gain=10.194 5.50655 1.51653 threshold=-0.032069999999999994 -0.12032499999999997 -0.15246499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004406594158390316 0.0098440002544207886 0.00028671811148297334 -0.022404911404299371 leaf_weight=1.8677809881046403 37.23284765239805 163.16611462354194 10.323349425336344 leaf_count=27 268 2186 352 internal_value=0 0.00206317 -0.0190458 internal_weight=0 200.399 12.1911 internal_count=2833 2454 379 is_linear=0 shrinkage=0.0224292 Tree=3755 num_leaves=4 num_cat=0 split_feature=159 3 0 split_gain=10.1326 5.61749 1.86292 threshold=-0.032069999999999994 -0.12032499999999997 -0.15468499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.966738139579366e-05 0.00019505413087886515 8.1856603035506086e-06 -0.00043359356593890215 leaf_weight=1.712825815193354 38.199485830264166 167.38914090767503 10.719277957046868 leaf_count=24 268 2186 355 internal_value=0 4.29217e-05 -0.000365648 internal_weight=0 205.589 12.4321 internal_count=2833 2454 379 is_linear=0 shrinkage=0.000439788 Tree=3756 num_leaves=4 num_cat=0 split_feature=403 129 457 split_gain=8.42493 13.2122 8.13545 threshold=0.082370000000000013 0.086720000000000005 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2213420273101674e-05 4.5310559321353228e-05 0.00082731689018300839 0.00017388811847812317 leaf_weight=163.636372615234 15.209659796673806 5.7438556657871223 30.864070497918874 leaf_count=2335 247 38 208 internal_value=0 0.000260235 -3.31479e-05 internal_weight=0 20.9535 194.5 internal_count=2828 285 2543 is_linear=0 shrinkage=0.000439788 Tree=3757 num_leaves=4 num_cat=0 split_feature=403 403 457 split_gain=8.32172 13.1183 8.33721 threshold=0.082370000000000013 0.09389500000000002 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.2899102189460068e-05 0.00062256024036744424 -7.1273765670823056e-05 0.00017567141672580341 leaf_weight=164.29541884135688 9.9853212335146981 11.131209931685587 31.007349479943514 leaf_count=2335 60 225 208 internal_value=0 0.000257084 -3.34214e-05 internal_weight=0 21.1165 195.303 internal_count=2828 285 2543 is_linear=0 shrinkage=0.000439788 Tree=3758 num_leaves=4 num_cat=0 split_feature=403 403 457 split_gain=8.12537 12.8119 8.81675 threshold=0.082370000000000013 0.09389500000000002 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4424756518768777e-05 0.00061354454811916078 -7.1449486709823472e-05 0.00018045896270494838 leaf_weight=164.63461760411155 10.012362198671328 11.144842206500469 31.208546227775514 leaf_count=2335 60 225 208 internal_value=0 0.000252976 -3.37942e-05 internal_weight=0 21.1572 195.843 internal_count=2828 285 2543 is_linear=0 shrinkage=0.000439788 Tree=3759 num_leaves=4 num_cat=0 split_feature=403 129 457 split_gain=8.36891 12.9424 8.44126 threshold=0.082370000000000013 0.086720000000000005 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4672176586756549e-05 4.3951438090335404e-05 0.00081612157204189839 0.00017568712895321107 leaf_weight=163.51948878818075 15.185829866095448 5.7846613485598928 30.963688475545496 leaf_count=2335 247 38 208 internal_value=0 0.000257501 -3.47991e-05 internal_weight=0 20.9705 194.483 internal_count=2828 285 2543 is_linear=0 shrinkage=0.000439788 Tree=3760 num_leaves=3 num_cat=0 split_feature=39 128 split_gain=6.34409 6.99768 threshold=-1.0000000180025095e-35 0.086435000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039252250577211269 1.5141569381283239e-05 -0.0004560487839464772 leaf_weight=8.2210044502280635 202.02766320784576 6.2666112930455702 leaf_count=64 2592 198 internal_value=0 9.25134e-07 internal_weight=0 208.294 internal_count=2854 2790 is_linear=0 shrinkage=0.000439788 Tree=3761 num_leaves=3 num_cat=0 split_feature=39 128 split_gain=6.28973 6.78291 threshold=-1.0000000180025095e-35 0.086435000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039397556575047736 1.1872389950972672e-05 -0.00045513290713190661 leaf_weight=8.214469339931382 201.71580294787418 6.1811292680795296 leaf_count=64 2592 198 internal_value=0 -2.05299e-06 internal_weight=0 207.897 internal_count=2854 2790 is_linear=0 shrinkage=0.000439788 Tree=3762 num_leaves=4 num_cat=0 split_feature=128 41 2 split_gain=5.8646 4.94915 0.768336 threshold=0.086435000000000012 0.078535000000000008 0.082535000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072679596471055051 -0.028458823102518075 -0.014478328297997431 -0.011969532469666713 leaf_weight=194.34557367803063 3.8354480259586117 11.381665219087152 2.3217769360344391 leaf_count=2535 110 120 89 internal_value=0 -0.000115678 -0.0222972 internal_weight=0 205.727 6.15722 internal_count=2854 2655 199 is_linear=0 shrinkage=0.0224292 Tree=3763 num_leaves=3 num_cat=0 split_feature=39 128 split_gain=6.56704 6.59095 threshold=-1.0000000180025095e-35 0.086435000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020545052855763718 0.00074172408214432067 -0.023220283061252973 leaf_weight=8.0858885690104199 197.75600231485441 5.9292919943109146 leaf_count=64 2592 198 internal_value=0 4.20776e-05 internal_weight=0 203.685 internal_count=2854 2790 is_linear=0 shrinkage=0.0224292 Tree=3764 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=6.25368 6.67372 threshold=0.09309000000000002 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020002200942183649 -0.02353137582764871 -0.022961216916622305 leaf_weight=203.3983422818128 5.1940430058166376 5.5159449544735244 leaf_count=2494 46 266 internal_value=0 0.00133913 internal_weight=0 208.914 internal_count=2806 2760 is_linear=0 shrinkage=0.0224292 Tree=3765 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=5.99406 6.4843 threshold=0.09309000000000002 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019553342645668051 -0.023074660923775654 -0.022871867942812287 leaf_weight=203.40108442652854 5.178599325940012 5.4145118915475896 leaf_count=2494 46 266 internal_value=0 0.00130954 internal_weight=0 208.816 internal_count=2806 2760 is_linear=0 shrinkage=0.0224292 Tree=3766 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=5.74464 6.08363 threshold=0.09309000000000002 0.13736000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00079859323276632694 -0.022624302394060398 0.0083320114678126413 leaf_weight=161.20371931363479 5.1637705164030185 47.515750084538013 leaf_count=2334 46 426 internal_value=0 0.00128059 internal_weight=0 208.719 internal_count=2806 2760 is_linear=0 shrinkage=0.0224292 Tree=3767 num_leaves=4 num_cat=0 split_feature=13 124 52 split_gain=5.55401 6.57328 6.28229 threshold=-0.094744999999999982 -0.048219999999999992 0.089325000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011717267845740354 0.012627539039659892 -0.002617742886024461 -0.0093277553496631423 leaf_weight=36.71772415144369 15.672637709649278 152.50682044294081 8.8408747380599362 leaf_count=273 178 2258 97 internal_value=0 -0.00119576 0.00763118 internal_weight=0 168.179 45.5586 internal_count=2806 2436 370 is_linear=0 shrinkage=0.0224292 Tree=3768 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=8.34896 8.23256 threshold=0.26891500000000007 0.25123500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.0655108296224586e-05 -0.00053945601161996238 -0.00045531820080210679 leaf_weight=213.38810597619158 5.5666904884856185 7.2486802707135203 leaf_count=2674 60 175 internal_value=0 4.9797e-06 internal_weight=0 220.637 internal_count=2909 2849 is_linear=0 shrinkage=0.000439788 Tree=3769 num_leaves=3 num_cat=0 split_feature=13 151 split_gain=8.13747 8.23453 threshold=0.26891500000000007 -0.40941499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02761074467402273 -0.027489699601665463 0.00090503324937634192 leaf_weight=5.2019567843526593 5.4504614169709376 210.06728040715097 leaf_count=62 60 2787 internal_value=0 0.000213565 internal_weight=0 215.269 internal_count=2909 2849 is_linear=0 shrinkage=0.0224292 Tree=3770 num_leaves=4 num_cat=0 split_feature=43 13 133 split_gain=8.0911 8.24671 0.957298 threshold=0.25123500000000004 0.26891500000000007 -0.40221999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0031167171859284e-05 -0.0005911437288339251 -0.00052894074769508921 -0.00026746884963460538 leaf_weight=212.75522203205037 4.3899600165896118 5.4085050001740447 3.0391936828382304 leaf_count=2674 137 59 39 internal_value=0 6.37649e-06 -0.000459757 internal_weight=0 218.164 7.42915 internal_count=2909 2733 176 is_linear=0 shrinkage=0.000439788 Tree=3771 num_leaves=3 num_cat=0 split_feature=13 151 split_gain=7.83339 7.9255 threshold=0.26891500000000007 -0.40941499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027166765675428042 -0.027072315533738858 0.00088466801763273839 leaf_weight=5.1730034835636607 5.4093701649690038 210.16532899311278 leaf_count=62 60 2787 internal_value=0 0.000208449 internal_weight=0 215.338 internal_count=2909 2849 is_linear=0 shrinkage=0.0224292 Tree=3772 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=7.13958 6.9182 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046590093972792682 -0.00020140991320091576 7.8548228536310001e-05 leaf_weight=5.2017475405009455 18.656568209524266 198.94737103543594 leaf_count=207 451 2175 internal_value=0 5.45301e-05 internal_weight=0 217.604 internal_count=2833 2626 is_linear=0 shrinkage=0.000439788 Tree=3773 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=6.93849 6.46445 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023763197429677155 -0.01011680027594436 0.003860169243286768 leaf_weight=5.0954128874000153 18.175771081354469 195.74722457866301 leaf_count=207 451 2175 internal_value=0 0.00267183 internal_weight=0 213.923 internal_count=2833 2626 is_linear=0 shrinkage=0.0224292 Tree=3774 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=6.98524 6.70237 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046562047602150751 -0.00020024557494222002 7.5480444625035549e-05 leaf_weight=5.1439062759745857 18.624875372566748 199.69384115957655 leaf_count=207 451 2175 internal_value=0 5.19427e-05 internal_weight=0 218.319 internal_count=2833 2626 is_linear=0 shrinkage=0.000439788 Tree=3775 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=6.75152 6.19261 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023730807854700275 -0.0099219231249727084 0.0037735981181043752 leaf_weight=4.989983531064353 18.12998183676973 195.81343959222431 leaf_count=207 451 2175 internal_value=0 0.00261223 internal_weight=0 213.943 internal_count=2833 2626 is_linear=0 shrinkage=0.0224292 Tree=3776 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=7.35455 7.87426 0.206367 threshold=0.10150000000000002 0.086000000000000007 -0.084304999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070418036883388162 -0.016785533585820626 0.024994214400234492 -0.025583004299170341 leaf_weight=199.72900072470657 2.2030116375535727 6.9285129051422691 4.304098511231131 leaf_count=2614 70 63 119 internal_value=0 0.00152077 -0.0226624 internal_weight=0 206.658 6.50711 internal_count=2866 2677 189 is_linear=0 shrinkage=0.0224292 Tree=3777 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=7.13821 7.51276 0.210762 threshold=0.10150000000000002 0.03138500000000001 -0.084304999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034658516325520032 -0.016579098582947604 0.017527953712258383 -0.02551671530624073 leaf_weight=193.01298022136325 2.1809049579314888 13.693572436808607 4.2194952751742667 leaf_count=2533 70 144 119 internal_value=0 0.0014863 -0.0225296 internal_weight=0 206.707 6.4004 internal_count=2866 2677 189 is_linear=0 shrinkage=0.0224292 Tree=3778 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=6.92792 7.19984 0.215213 threshold=0.10150000000000002 0.086000000000000007 -0.084304999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066767757276071601 -0.016371639190626099 0.023767945666676511 -0.02545067223306367 leaf_weight=199.72417239294737 2.15949119720608 7.0073669988196334 4.1365439612418404 leaf_count=2614 70 63 119 internal_value=0 0.00145281 -0.0223955 internal_weight=0 206.732 6.29604 internal_count=2866 2677 189 is_linear=0 shrinkage=0.0224292 Tree=3779 num_leaves=4 num_cat=0 split_feature=403 403 13 split_gain=6.86543 6.54246 0.242636 threshold=0.10150000000000002 0.03138500000000001 -0.087264999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5630599791644073e-06 -0.00030958435059066279 0.00031593861178451393 -0.00049695823190549257 leaf_weight=197.44436822208809 2.1504739704541862 14.052858360693788 4.2574544986709943 leaf_count=2533 66 144 123 internal_value=0 2.62125e-05 -0.000435183 internal_weight=0 211.497 6.40793 internal_count=2866 2677 189 is_linear=0 shrinkage=0.000439788 Tree=3780 num_leaves=4 num_cat=0 split_feature=403 403 4 split_gain=6.84156 14.7624 7.86532 threshold=0.092300000000000007 0.10150000000000002 -0.46195999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018272809508697422 0.051828530077770003 -0.0019365960188123654 -6.3996510586905291e-05 leaf_weight=12.718737234361468 3.9112998947966826 7.413966583670117 189.08007274527336 leaf_count=155 34 189 2470 internal_value=0 0.0166877 -0.00121326 internal_weight=0 11.3253 201.799 internal_count=2848 223 2625 is_linear=0 shrinkage=0.0224292 Tree=3781 num_leaves=4 num_cat=0 split_feature=4 156 16 split_gain=6.67007 6.91975 0.150115 threshold=0.51014500000000018 0.090135000000000007 -0.43851499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0237330525212364e-06 0.0003450255110855414 -0.00029488260635302351 0.00048045382014465433 leaf_weight=194.37586728553288 3.5248210020363331 16.570604271953925 3.4792206462007007 leaf_count=2462 80 248 58 internal_value=0 -2.22454e-05 0.000413422 internal_weight=0 210.946 7.00404 internal_count=2848 2710 138 is_linear=0 shrinkage=0.000439788 Tree=3782 num_leaves=4 num_cat=0 split_feature=4 156 16 split_gain=6.66471 6.77043 0.14864 threshold=0.51014500000000018 0.090135000000000007 -0.43851499999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6633262809442241e-06 0.0003468639891035007 -0.00028762630493609143 0.00048052296132337669 leaf_weight=194.88657522608992 3.5837872326374054 16.494129247963428 3.5476571421604595 leaf_count=2462 80 248 58 internal_value=0 -1.72461e-05 0.00041446 internal_weight=0 211.381 7.13144 internal_count=2848 2710 138 is_linear=0 shrinkage=0.000439788 Tree=3783 num_leaves=4 num_cat=0 split_feature=403 403 4 split_gain=6.46421 13.6761 7.55833 threshold=0.092300000000000007 0.10150000000000002 -0.46195999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017949025211972513 0.049429393438787564 -0.0019162022528113559 -6.1969664702257228e-05 leaf_weight=12.661615826189516 4.0062423645285872 7.416402269504033 189.24570831196615 leaf_count=155 34 189 2470 internal_value=0 0.0161446 -0.00118526 internal_weight=0 11.4226 201.907 internal_count=2848 223 2625 is_linear=0 shrinkage=0.0224292 Tree=3784 num_leaves=4 num_cat=0 split_feature=133 484 42 split_gain=8.9262 8.12086 0.814205 threshold=-0.26577499999999993 -0.0048899999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003262095546751958 -0.00028189332290177337 4.7293225825164852e-05 -0.00064943615644584064 leaf_weight=2.7617549187853001 15.616866039694285 198.56219349161256 3.5054710011463603 leaf_count=122 419 2245 52 internal_value=0 2.32676e-05 -0.000508424 internal_weight=0 214.179 6.26723 internal_count=2838 2664 174 is_linear=0 shrinkage=0.000439788 Tree=3785 num_leaves=4 num_cat=0 split_feature=133 483 42 split_gain=8.76657 7.86076 0.806082 threshold=-0.26577499999999993 0.083960000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016588511347950648 0.0021408392991252249 -0.017185796680369764 -0.03323809167576957 leaf_weight=2.6459472879068926 199.20768127363408 11.162339399510527 3.4629677627235642 leaf_count=122 2378 286 52 internal_value=0 0.00111389 -0.0261008 internal_weight=0 210.37 6.10892 internal_count=2838 2664 174 is_linear=0 shrinkage=0.0224292 Tree=3786 num_leaves=4 num_cat=0 split_feature=133 160 42 split_gain=8.50244 7.65441 0.798837 threshold=-0.26577499999999993 -0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016400820502729459 -0.023743083127386447 0.0018260421091177799 -0.0330903910353047 leaf_weight=2.6167525523342192 6.045684252807404 204.28899607347557 3.4011892708949736 leaf_count=122 220 2444 52 internal_value=0 0.00108902 -0.0259082 internal_weight=0 210.335 6.01794 internal_count=2838 2664 174 is_linear=0 shrinkage=0.0224292 Tree=3787 num_leaves=4 num_cat=0 split_feature=133 484 42 split_gain=8.34129 8.15724 0.781428 threshold=-0.26577499999999993 -0.0048899999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031906184012061385 -0.00028283948893116759 4.5719688834965082e-05 -0.00063967677734597767 leaf_weight=2.7079645509365946 15.752094312862026 199.38382274872856 3.3966454030014566 leaf_count=122 419 2245 52 internal_value=0 2.16399e-05 -0.000498892 internal_weight=0 215.136 6.10461 internal_count=2838 2664 174 is_linear=0 shrinkage=0.000439788 Tree=3788 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=5.75053 5.52726 threshold=-1.0000000180025095e-35 0.082335000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045229734251889535 -4.2453249307972793e-05 0.00014597658290960055 leaf_weight=5.3075032408814868 176.63273165558348 36.276454704347998 leaf_count=83 2534 234 internal_value=0 -1.03375e-05 internal_weight=0 212.909 internal_count=2851 2768 is_linear=0 shrinkage=0.000439788 Tree=3789 num_leaves=4 num_cat=0 split_feature=1 403 16 split_gain=6.04037 14.0912 13.8803 threshold=1.0000000180025095e-35 0.03138500000000001 0.019595000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022790444114916634 1.8640720119184953e-05 0.00057758420171881929 0.00017121460725596247 leaf_weight=51.715362288727192 134.3182300159242 9.3106340244412404 24.979466342949308 leaf_count=1167 1290 114 280 internal_value=0 5.49458e-05 -9.79013e-05 internal_weight=0 143.629 76.6948 internal_count=2851 1404 1447 is_linear=0 shrinkage=0.000439788 Tree=3790 num_leaves=3 num_cat=0 split_feature=31 457 split_gain=5.86027 5.77752 threshold=-1.0000000180025095e-35 0.082335000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045430063703141415 -4.0410184590871283e-05 0.00015175268029903166 leaf_weight=5.4287687209434798 177.25002790696453 36.471704796887934 leaf_count=83 2534 234 internal_value=0 -7.60688e-06 internal_weight=0 213.722 internal_count=2851 2768 is_linear=0 shrinkage=0.000439788 Tree=3791 num_leaves=4 num_cat=0 split_feature=1 403 16 split_gain=5.80916 14.1532 13.8443 threshold=1.0000000180025095e-35 0.03138500000000001 0.019595000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022545068439499194 1.8868851765273005e-05 0.00058060677598572186 0.00017447115180921989 leaf_weight=51.319319878908573 133.70628964854404 9.2580217081122083 24.827188828843646 leaf_count=1167 1290 114 280 internal_value=0 5.53183e-05 -9.50471e-05 internal_weight=0 142.964 76.1465 internal_count=2851 1404 1447 is_linear=0 shrinkage=0.000439788 Tree=3792 num_leaves=4 num_cat=0 split_feature=376 0 1 split_gain=7.52728 8.41886 1.58762 threshold=0.048375000000000008 -0.12877499999999997 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1898914675445214e-05 0.00011178893794156995 -0.00010028330367603465 0.00039631873203594786 leaf_weight=64.277854660991579 6.5620534643530837 140.25364271953003 9.0349592850543541 leaf_count=365 23 2348 127 internal_value=0 -3.98835e-05 0.000276893 internal_weight=0 204.531 15.597 internal_count=2863 2713 150 is_linear=0 shrinkage=0.000439788 Tree=3793 num_leaves=4 num_cat=0 split_feature=376 157 1 split_gain=7.73835 8.23645 1.62232 threshold=0.048375000000000008 -0.076719999999999983 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016088068624436598 0.00011025697149510774 -8.1773067138588422e-05 0.00039923900367493245 leaf_weight=32.155615232419223 6.4536499232053748 170.04615292244125 9.0391902374103648 leaf_count=355 23 2358 127 internal_value=0 -4.31729e-05 0.000279145 internal_weight=0 202.202 15.4928 internal_count=2863 2713 150 is_linear=0 shrinkage=0.000439788 Tree=3794 num_leaves=4 num_cat=0 split_feature=376 157 1 split_gain=7.56907 8.37827 1.60442 threshold=0.048375000000000008 -0.076719999999999983 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016360943898884416 0.00010991745526738217 -8.0764081444417116e-05 0.00039761024106529035 leaf_weight=32.253206645604223 6.4643980562686911 170.47304751898628 8.9717203781474364 leaf_count=355 23 2358 127 internal_value=0 -4.18732e-05 0.000277414 internal_weight=0 202.726 15.4361 internal_count=2863 2713 150 is_linear=0 shrinkage=0.000439788 Tree=3795 num_leaves=4 num_cat=0 split_feature=376 157 1 split_gain=7.24621 8.33379 1.60416 threshold=0.048375000000000008 -0.076719999999999983 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083701392207075082 0.0053871273366935066 -0.0041873531142528524 0.020192424160597869 leaf_weight=31.605474270239938 6.410277619957923 166.89895482436987 8.6884055226109904 leaf_count=355 23 2358 127 internal_value=0 -0.00218736 0.0139214 internal_weight=0 198.504 15.0987 internal_count=2863 2713 150 is_linear=0 shrinkage=0.0224292 Tree=3796 num_leaves=4 num_cat=0 split_feature=123 0 2 split_gain=7.48915 8.81901 3.17382 threshold=1.0000000180025095e-35 -0.10072999999999999 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8578912235573668e-05 -3.2384603018458742e-05 -0.00012834377763388112 0.0003310051955407824 leaf_weight=82.703871679492295 6.7055222161579904 119.10040953807766 15.112135372124611 leaf_count=516 102 2110 148 internal_value=0 -5.17404e-05 0.000219389 internal_weight=0 201.804 21.8177 internal_count=2876 2626 250 is_linear=0 shrinkage=0.000439788 Tree=3797 num_leaves=4 num_cat=0 split_feature=123 0 2 split_gain=7.7097 9.08826 3.11363 threshold=1.0000000180025095e-35 -0.10072999999999999 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0608151396498216e-05 -2.3652349148116556e-05 -0.00012944869128547293 0.00033455237984097167 leaf_weight=82.677448800066486 6.8019013446755734 118.23470345011447 15.104757905006407 leaf_count=516 102 2110 148 internal_value=0 -5.124e-05 0.000223408 internal_weight=0 200.912 21.9067 internal_count=2876 2626 250 is_linear=0 shrinkage=0.000439788 Tree=3798 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=6.55463 17.2299 6.5314 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.07974500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014264111337426604 -0.0069624583661751088 -0.026791890734420672 0.0074215451733208402 leaf_weight=119.53413545625517 21.36071783141233 15.16416983649833 61.745234594098292 leaf_count=1895 279 161 541 internal_value=0 -0.00428542 0.00372368 internal_weight=0 134.698 83.106 internal_count=2876 2056 820 is_linear=0 shrinkage=0.0224292 Tree=3799 num_leaves=4 num_cat=0 split_feature=123 0 2 split_gain=7.58191 9.21191 3.25133 threshold=1.0000000180025095e-35 -0.10072999999999999 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3819089761453526e-05 -3.1679352630986517e-05 -0.00012675291034311832 0.00033511199134822901 leaf_weight=83.344614263158292 6.7214377592317787 119.20654469903093 15.304320476949213 leaf_count=516 102 2110 148 internal_value=0 -4.83388e-05 0.00022325 internal_weight=0 202.551 22.0258 internal_count=2876 2626 250 is_linear=0 shrinkage=0.000439788 Tree=3800 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=11.1828 21.4424 12.0011 threshold=1.0000000180025095e-35 -0.076329999999999995 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0045446218152989364 -0.0020406926331663837 -0.020432981850502973 0.016385056153006658 leaf_weight=29.446424729831051 111.60086806025356 41.843283900816459 21.133593751001172 leaf_count=546 1105 912 270 internal_value=0 -0.0101175 0.000894936 internal_weight=0 71.2897 132.734 internal_count=2833 1458 1375 is_linear=0 shrinkage=0.0224292 Tree=3801 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=10.7669 20.7836 11.5873 threshold=1.0000000180025095e-35 -0.076329999999999995 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0044391161612284185 -0.0019948173036236339 -0.020203281275957326 0.016192020915024963 leaf_weight=29.470307873096317 111.60706316924188 41.37537197425263 20.908665887312964 leaf_count=546 1105 912 270 internal_value=0 -0.00995413 0.000876667 internal_weight=0 70.8457 132.516 internal_count=2833 1458 1375 is_linear=0 shrinkage=0.0224292 Tree=3802 num_leaves=4 num_cat=0 split_feature=1 4 39 split_gain=10.3653 20.142 11.1862 threshold=1.0000000180025095e-35 -0.076329999999999995 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043361298152763839 -0.0019499743277215009 -0.019973674981870991 0.015998853779382431 leaf_weight=29.493738185847178 111.61319765239023 40.917735540831927 20.689212577650324 leaf_count=546 1105 912 270 internal_value=0 -0.00979244 0.000858734 internal_weight=0 70.4115 132.302 internal_count=2833 1458 1375 is_linear=0 shrinkage=0.0224292 Tree=3803 num_leaves=4 num_cat=0 split_feature=15 147 40 split_gain=10.2536 10.1278 6.10473 threshold=0.088470000000000007 0.090245000000000006 -0.027374999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020356583687150885 0.014786876309504206 0.022066726195829285 -0.0189402468027445 leaf_weight=164.65083718500682 3.0097081977874067 9.2447933848015946 25.175924566166941 leaf_count=2103 20 79 631 internal_value=0 -0.000752024 -0.0153312 internal_weight=0 173.896 28.1856 internal_count=2833 2182 651 is_linear=0 shrinkage=0.0224292 Tree=3804 num_leaves=4 num_cat=0 split_feature=484 52 160 split_gain=8.05869 8.52412 1.63728 threshold=-0.083139999999999992 -0.37613999999999997 -0.069144999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010866449570827129 -0.00035817075792294499 1.3064086678593867e-05 -0.00055660770389793081 leaf_weight=2.10607406985946 12.74009389587445 191.69357646894059 6.4086555540561658 leaf_count=48 278 2317 203 internal_value=0 -1.01022e-05 -0.000446302 internal_weight=0 204.434 8.51473 internal_count=2846 2595 251 is_linear=0 shrinkage=0.000439788 Tree=3805 num_leaves=4 num_cat=0 split_feature=484 52 160 split_gain=8.04703 8.72897 1.55291 threshold=-0.083139999999999992 -0.37613999999999997 -0.069144999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011476399743552211 -0.00036093619293688485 1.4053788973366058e-05 -0.00055484538337018672 leaf_weight=2.0643368978053331 12.789147800474892 191.75629587366711 6.3607515148469229 leaf_count=48 278 2317 203 internal_value=0 -9.42385e-06 -0.000447519 internal_weight=0 204.545 8.42509 internal_count=2846 2595 251 is_linear=0 shrinkage=0.000439788 Tree=3806 num_leaves=4 num_cat=0 split_feature=52 484 13 split_gain=8.02868 8.37392 0.491038 threshold=-0.41023999999999994 -0.083139999999999992 -0.081934999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023462154172193639 -0.00044115612265903484 8.5683188189099201e-06 -0.00047965593185624039 leaf_weight=2.095178255578503 8.3271111684734915 197.59988741678535 7.2767921178601664 leaf_count=62 230 2336 218 internal_value=0 -9.65649e-06 -0.000425465 internal_weight=0 205.927 9.37197 internal_count=2846 2566 280 is_linear=0 shrinkage=0.000439788 Tree=3807 num_leaves=4 num_cat=0 split_feature=52 484 4 split_gain=7.71536 8.17138 0.465451 threshold=-0.41023999999999994 -0.083139999999999992 0.038415000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024577264146406409 -0.022658578726270241 0.00041769549429663215 -0.012430643791955857 leaf_weight=6.8573312336229701 8.0240312432870251 191.87433054094436 2.1482319389469922 leaf_count=221 230 2336 59 internal_value=0 -0.000510674 -0.0217122 internal_weight=0 199.898 9.00556 internal_count=2846 2566 280 is_linear=0 shrinkage=0.0224292 Tree=3808 num_leaves=4 num_cat=0 split_feature=43 1 132 split_gain=9.04248 8.00734 1.18506 threshold=0.25734000000000007 0.077800000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010152831170131738 -0.00034496968872592729 7.6805643411458763e-05 -0.00073528377731468147 leaf_weight=74.629473484004848 3.3554980417247862 140.06200116418768 2.809908124851062 leaf_count=1404 110 1299 58 internal_value=0 1.4811e-05 -0.000524578 internal_weight=0 214.691 6.16541 internal_count=2871 2703 168 is_linear=0 shrinkage=0.000439788 Tree=3809 num_leaves=4 num_cat=0 split_feature=43 1 132 split_gain=9.08189 7.65467 1.25986 threshold=0.25734000000000007 0.077800000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010348290274374369 -0.00034406679826202215 7.1507158802523789e-05 -0.00074420971577563485 leaf_weight=74.159479115274735 3.4107825903629418 138.83223300171085 2.8252874109894028 leaf_count=1404 110 1299 58 internal_value=0 1.05753e-05 -0.000527072 internal_weight=0 212.992 6.23607 internal_count=2871 2703 168 is_linear=0 shrinkage=0.000439788 Tree=3810 num_leaves=4 num_cat=0 split_feature=43 1 132 split_gain=9.31898 7.92539 1.21249 threshold=0.25734000000000007 0.077800000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010259915608398219 -0.0003499479442550597 7.5591878901733092e-05 -0.00074095320677204136 leaf_weight=74.162402020796435 3.4380219875019975 138.22673856711481 2.8528756210580459 leaf_count=1404 110 1299 58 internal_value=0 1.33672e-05 -0.000528971 internal_weight=0 212.389 6.2909 internal_count=2871 2703 168 is_linear=0 shrinkage=0.000439788 Tree=3811 num_leaves=4 num_cat=0 split_feature=43 1 132 split_gain=9.37681 7.71046 1.24297 threshold=0.25734000000000007 0.077800000000000022 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010232126237174491 -0.00035144945439740018 7.2870191303725802e-05 -0.00074758328879495975 leaf_weight=74.578064783563605 3.4392800822970457 139.34947563428432 2.8442124775610855 leaf_count=1404 110 1299 58 internal_value=0 1.17924e-05 -0.00053248 internal_weight=0 213.928 6.28349 internal_count=2871 2703 168 is_linear=0 shrinkage=0.000439788 Tree=3812 num_leaves=4 num_cat=0 split_feature=1456 38 483 split_gain=7.45611 5.39523 0.0913789 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.091559999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017682983038929241 0.0019731350280932942 -0.018431431999592848 -0.02432527733834465 leaf_weight=1.6687696359585968 196.85084818652831 6.7232799779740153 5.0264904341311185 leaf_count=56 2477 63 209 internal_value=0 0.00129758 -0.0227247 internal_weight=0 203.574 6.69526 internal_count=2805 2540 265 is_linear=0 shrinkage=0.0224292 Tree=3813 num_leaves=4 num_cat=0 split_feature=1456 403 483 split_gain=7.54519 5.61093 0.0845106 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.088759999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035453242008748922 7.8109556785443015e-06 0.00033230182655845792 -0.00047654732247088611 leaf_weight=1.8316876596072686 197.07485235779313 10.856382138328625 4.9837805642164303 leaf_count=60 2327 213 205 internal_value=0 2.4782e-05 -0.000444837 internal_weight=0 207.931 6.81547 internal_count=2805 2540 265 is_linear=0 shrinkage=0.000439788 Tree=3814 num_leaves=4 num_cat=0 split_feature=1456 403 483 split_gain=7.25287 5.95304 0.0951035 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.091559999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017487659317325988 0.00036761372345061396 0.017603446427126811 -0.024280653048202826 leaf_weight=1.6504551431862635 193.073420023371 10.61729077703785 4.9255380419781423 leaf_count=56 2327 213 209 internal_value=0 0.00126759 -0.0226313 internal_weight=0 203.691 6.57599 internal_count=2805 2540 265 is_linear=0 shrinkage=0.0224292 Tree=3815 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=6.15868 11.1779 4.55088 threshold=0.10100500000000003 -0.12032499999999997 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002140380042742003 7.1502786925583487e-05 -0.00010721330724002086 0.00042449608339914448 leaf_weight=25.702045850921422 68.304604510776699 112.8987397562305 7.8616845172364256 leaf_count=172 624 1904 105 internal_value=0 -4.76194e-05 0.000108035 internal_weight=0 138.601 76.1663 internal_count=2805 2076 729 is_linear=0 shrinkage=0.000439788 Tree=3816 num_leaves=4 num_cat=0 split_feature=376 2 133 split_gain=6.03965 7.04712 2.06021 threshold=0.048375000000000008 0.086610000000000006 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0066059128826735153 0.0058788216641695807 0.0021477177928069975 0.02312611537280743 leaf_weight=69.853006385557819 7.054292419459669 136.92692510897177 6.8992051430977881 leaf_count=1084 54 1621 98 internal_value=0 -0.000809712 0.0144266 internal_weight=0 206.78 13.9535 internal_count=2857 2705 152 is_linear=0 shrinkage=0.0224292 Tree=3817 num_leaves=3 num_cat=0 split_feature=151 454 split_gain=8.82692 9.16381 threshold=-0.52054499999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060520513313451203 -1.6814178243028606e-06 0.00049969146058735235 leaf_weight=4.5113115785643449 212.30071197339566 7.273977391421794 leaf_count=57 2775 25 internal_value=0 1.49698e-05 internal_weight=0 219.575 internal_count=2857 2800 is_linear=0 shrinkage=0.000439788 Tree=3818 num_leaves=3 num_cat=0 split_feature=2 128 split_gain=6.00588 8.45654 threshold=0.15374500000000002 0.085185000000000025 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00021741868677067924 0.020339816688362256 -0.027284723822390756 leaf_weight=207.62580455146963 7.1526160661596796 5.762056842155288 leaf_count=2562 102 193 internal_value=0 -0.000527589 internal_weight=0 213.388 internal_count=2857 2755 is_linear=0 shrinkage=0.0224292 Tree=3819 num_leaves=3 num_cat=0 split_feature=151 454 split_gain=8.89865 9.20689 threshold=-0.52054499999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060607416930030236 5.212700569290744e-08 0.00050203225466900064 leaf_weight=4.50981486798264 213.21109164212248 7.2900448422878972 leaf_count=57 2775 25 internal_value=0 1.66902e-05 internal_weight=0 220.501 internal_count=2857 2800 is_linear=0 shrinkage=0.000439788 Tree=3820 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=6.58408 11.3819 10.5157 threshold=0.091835000000000014 -0.0043649999999999991 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022775737913784369 0.00014814404932134967 4.7241553929066133e-05 -0.00027383795944667719 leaf_weight=49.851826748868916 80.533980180276558 69.913430251472164 13.29111822019331 leaf_count=841 770 1036 195 internal_value=0 -6.72437e-05 8.83232e-05 internal_weight=0 119.765 93.8251 internal_count=2842 1877 965 is_linear=0 shrinkage=0.000439788 Tree=3821 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=6.42214 11.3313 10.4537 threshold=0.091835000000000014 -0.0043649999999999991 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022796590290663146 0.00014598875210054211 4.6392614402745734e-05 -0.00027724054427865383 leaf_weight=49.882181541121099 79.812011886155233 69.889184067898896 13.128600629279388 leaf_count=841 770 1036 195 internal_value=0 -6.78899e-05 8.61596e-05 internal_weight=0 119.771 92.9406 internal_count=2842 1877 965 is_linear=0 shrinkage=0.000439788 Tree=3822 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=6.70335 11.8659 9.97337 threshold=0.091835000000000014 -0.0043649999999999991 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002306396851488658 0.00014717322468695576 4.9075223138421958e-05 -0.0002659586656384846 leaf_weight=50.382836976117687 80.31914161122404 70.159572552132886 13.134260434191672 leaf_count=841 770 1036 195 internal_value=0 -6.78546e-05 8.90678e-05 internal_weight=0 120.542 93.4534 internal_count=2842 1877 965 is_linear=0 shrinkage=0.000439788 Tree=3823 num_leaves=3 num_cat=0 split_feature=448 1 split_gain=6.47204 6.39751 threshold=-0.083114999999999981 0.090445000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025502854233327602 -0.0031251563578903133 0.004845824815726661 leaf_weight=4.8874666756018987 109.3832393543853 94.310833588358946 leaf_count=48 1788 1006 internal_value=0 0.000565535 internal_weight=0 203.694 internal_count=2842 2794 is_linear=0 shrinkage=0.0224292 Tree=3824 num_leaves=4 num_cat=0 split_feature=43 160 150 split_gain=6.13636 15.5424 9.23528 threshold=-0.074359999999999996 -0.082869999999999985 0.083205000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040721243260875264 -0.00015232346973719966 0.00014211403227414678 0.00014032366748289863 leaf_weight=11.69231100566685 106.68336323657422 66.681032562570181 25.908225466962904 leaf_count=310 1551 826 173 internal_value=0 6.00823e-05 -9.51286e-05 internal_weight=0 78.3733 132.592 internal_count=2860 1136 1724 is_linear=0 shrinkage=0.000439788 Tree=3825 num_leaves=4 num_cat=0 split_feature=43 160 15 split_gain=6.40228 15.7576 9.84456 threshold=-0.074359999999999996 -0.082869999999999985 0.091735000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040730346182967219 -5.3254645147972143e-05 0.00014529682023459788 -0.0004318584031645139 leaf_weight=11.719172103097661 117.99140989268199 66.644853164849337 14.950889788335187 leaf_count=310 1381 826 343 internal_value=0 6.25776e-05 -9.58889e-05 internal_weight=0 78.364 132.942 internal_count=2860 1136 1724 is_linear=0 shrinkage=0.000439788 Tree=3826 num_leaves=4 num_cat=0 split_feature=43 160 15 split_gain=6.34274 15.6031 9.06267 threshold=-0.074359999999999996 -0.082869999999999985 0.091735000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02090838836512432 -0.0028151362951288473 0.007454149748882314 -0.021645680451295155 leaf_weight=11.45130087295547 115.95902791054687 65.344597752031405 14.443246057140639 leaf_count=310 1381 826 343 internal_value=0 0.00322077 -0.00490365 internal_weight=0 76.7959 130.402 internal_count=2860 1136 1724 is_linear=0 shrinkage=0.0224292 Tree=3827 num_leaves=4 num_cat=0 split_feature=43 160 150 split_gain=6.06581 15.0094 8.76895 threshold=-0.074359999999999996 -0.082869999999999985 0.083205000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020656562790028161 -0.0076703853557751455 0.0072836621688035872 0.0069810461948433024 leaf_weight=11.332515465910545 104.76270272655529 65.374283440469299 25.547920293640345 leaf_count=310 1551 826 173 internal_value=0 0.00315171 -0.00479731 internal_weight=0 76.7068 130.311 internal_count=2860 1136 1724 is_linear=0 shrinkage=0.0224292 Tree=3828 num_leaves=3 num_cat=0 split_feature=453 133 split_gain=8.29029 7.22975 threshold=0.089535000000000017 0.16912000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.4733766633463105e-05 -0.00048770290882566703 -0.00044540090663593911 leaf_weight=215.25140388932778 5.8530608508735886 5.7204172462224951 leaf_count=2554 42 264 internal_value=0 4.17491e-05 internal_weight=0 220.972 internal_count=2860 2818 is_linear=0 shrinkage=0.000439788 Tree=3829 num_leaves=3 num_cat=0 split_feature=453 48 split_gain=8.61657 6.46276 threshold=0.089535000000000017 0.092825000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045414301530979212 -0.025515221494662885 0.01085096810213871 leaf_weight=179.83441573230084 5.7785550509579471 36.099967515910976 leaf_count=2527 42 291 internal_value=0 0.00219309 internal_weight=0 215.934 internal_count=2860 2818 is_linear=0 shrinkage=0.0224292 Tree=3830 num_leaves=3 num_cat=0 split_feature=11 3 split_gain=5.80702 7.35275 threshold=0.088315000000000018 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01660775585352604 -0.014736794624351594 0.001030158217808302 leaf_weight=16.5207283210475 10.613871575566007 194.49364341134788 leaf_count=127 106 2627 internal_value=0 0.00225115 internal_weight=0 211.014 internal_count=2860 2754 is_linear=0 shrinkage=0.0224292 Tree=3831 num_leaves=3 num_cat=0 split_feature=453 2 split_gain=8.24212 6.34581 threshold=0.089535000000000017 0.088260000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0025787035802282668 -0.025022229862367441 0.0052651517310830509 leaf_weight=86.744160652189748 5.7632510405965141 129.0691391286673 leaf_count=1405 42 1413 internal_value=0 0.00211244 internal_weight=0 215.813 internal_count=2860 2818 is_linear=0 shrinkage=0.0224292 Tree=3832 num_leaves=4 num_cat=0 split_feature=128 14 52 split_gain=5.92808 5.80048 0.639591 threshold=0.081680000000000016 0.078275000000000025 -0.054974999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015068180090229131 -0.011261335440452559 -0.019850478985459542 -0.026500925271858922 leaf_weight=205.14250025022193 2.1561090353643522 6.5841769045218816 4.0924479025998144 leaf_count=2563 54 85 147 internal_value=0 0.000840929 -0.0212927 internal_weight=0 211.727 6.24856 internal_count=2849 2648 201 is_linear=0 shrinkage=0.0224292 Tree=3833 num_leaves=4 num_cat=0 split_feature=133 14 43 split_gain=6.39277 5.85191 0.178958 threshold=0.18829500000000002 0.078275000000000025 0.042505000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8203108849837304e-05 -0.00048976134133836894 -0.00038407492345432617 -0.00030508501869508809 leaf_weight=212.43655129958643 4.4932514559477559 6.8553304846864185 1.4803353647002948 leaf_count=2489 202 87 71 internal_value=0 1.52825e-05 -0.000445114 internal_weight=0 219.292 5.97359 internal_count=2849 2576 273 is_linear=0 shrinkage=0.000439788 Tree=3834 num_leaves=4 num_cat=0 split_feature=42 160 43 split_gain=6.10817 8.42911 5.83968 threshold=-1.0000000180025095e-35 -0.082269999999999996 -0.15765999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034719961633229788 0.00028191950838099414 -0.00026438582031055783 9.8906073985388957e-06 leaf_weight=5.137062243797117 16.728611247614026 28.224302990653086 172.21814114879817 leaf_count=78 101 669 2001 internal_value=0 -0.000170068 3.4001e-05 internal_weight=0 33.3614 188.947 internal_count=2849 747 2102 is_linear=0 shrinkage=0.000439788 Tree=3835 num_leaves=4 num_cat=0 split_feature=133 14 43 split_gain=5.76704 5.72729 0.167507 threshold=0.18829500000000002 0.078275000000000025 -0.0065699999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014418714614050912 -0.025081355718622307 -0.019709596237573304 -0.015710935454780774 leaf_weight=206.02885241198237 3.9594036156195216 6.6288698476273558 1.4459829443367187 leaf_count=2489 187 87 86 internal_value=0 0.000780837 -0.0226388 internal_weight=0 212.658 5.40539 internal_count=2849 2576 273 is_linear=0 shrinkage=0.0224292 Tree=3836 num_leaves=4 num_cat=0 split_feature=403 403 15 split_gain=7.19149 7.10773 0.877566 threshold=0.09389500000000002 0.086810000000000012 -0.069874999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6088755152006267e-05 -0.010898776229891849 0.025164499511780684 -0.026918243751705262 leaf_weight=198.07063808556995 2.6759643193800002 5.7854972120840094 5.0061786707956335 leaf_count=2573 64 36 142 internal_value=0 0.000700833 -0.0213789 internal_weight=0 203.856 7.68214 internal_count=2815 2609 206 is_linear=0 shrinkage=0.0224292 Tree=3837 num_leaves=4 num_cat=0 split_feature=403 403 15 split_gain=7.15724 6.52345 0.941311 threshold=0.09389500000000002 0.086810000000000012 -0.069874999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2571583731522718e-06 -0.00020407817785060833 0.00046892733538549526 -0.00052499059852003272 leaf_weight=203.10662820044672 2.7601885288022459 5.9183505563996723 5.0844792581628999 leaf_count=2573 64 36 142 internal_value=0 1.45404e-05 -0.000412845 internal_weight=0 209.025 7.84467 internal_count=2815 2609 206 is_linear=0 shrinkage=0.000439788 Tree=3838 num_leaves=4 num_cat=0 split_feature=403 403 15 split_gain=6.96695 6.75321 0.886702 threshold=0.09389500000000002 0.086810000000000012 -0.069874999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4225844896618196e-05 -0.010674205250374139 0.024475916692133653 -0.026836864926016814 leaf_weight=198.1670466599171 2.6707207921426743 5.8120050732977679 4.9108390845358363 leaf_count=2573 64 36 142 internal_value=0 0.000685801 -0.0211844 internal_weight=0 203.979 7.58156 internal_count=2815 2609 206 is_linear=0 shrinkage=0.0224292 Tree=3839 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=7.00184 7.27662 threshold=-0.4706749999999999 0.09389500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033664468208142648 -6.4347930961938699e-06 -0.00045190333840881283 leaf_weight=11.051408692030234 197.33019503668766 7.3375755758024743 leaf_count=76 2547 192 internal_value=0 -2.2446e-05 internal_weight=0 204.668 internal_count=2815 2739 is_linear=0 shrinkage=0.000439788 Tree=3840 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=6.7133 7.11475 threshold=0.089535000000000017 0.15756500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018344515501717638 -0.025867287751523058 0.0083455913659010068 leaf_weight=157.1241905183997 4.9964551250450304 44.247155644930899 leaf_count=2374 39 425 internal_value=0 0.00040298 internal_weight=0 201.371 internal_count=2838 2799 is_linear=0 shrinkage=0.0224292 Tree=3841 num_leaves=4 num_cat=0 split_feature=43 150 13 split_gain=6.49225 9.3953 7.75127 threshold=-0.074359999999999996 0.091155000000000014 0.10741000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083497178980849324 -0.0044322495442274366 -0.014269998995102158 0.021175152328927891 leaf_weight=63.603589001198998 125.57802810077555 10.789025252219288 6.2234019753523162 leaf_count=997 1677 127 37 internal_value=0 0.0050664 -0.00322023 internal_weight=0 74.3926 131.801 internal_count=2838 1124 1714 is_linear=0 shrinkage=0.0224292 Tree=3842 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=6.42022 6.83624 threshold=0.089535000000000017 0.15756500000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0017929235627387194 -0.025306612284752381 0.0081948962611524557 leaf_weight=157.05287416288047 4.9903788552619508 44.150501857511699 leaf_count=2374 39 425 internal_value=0 0.000399295 internal_weight=0 201.203 internal_count=2838 2799 is_linear=0 shrinkage=0.0224292 Tree=3843 num_leaves=4 num_cat=0 split_feature=3 133 11 split_gain=5.87597 7.83756 7.68673 threshold=-0.15490999999999996 -0.26577499999999993 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044091891339353165 -0.00053255637816999153 -1.4088622095560476e-05 -0.00010787026050708678 leaf_weight=12.137216359376909 5.7969399170251554 185.63117835612502 8.3012188880238664 leaf_count=74 172 2482 110 internal_value=0 -2.98407e-05 0.000218132 internal_weight=0 191.428 20.4384 internal_count=2838 2654 184 is_linear=0 shrinkage=0.000439788 Tree=3844 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=8.18599 19.1622 10.4102 threshold=-0.077944999999999987 -0.11991499999999998 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1344489789895706e-05 -0.00048357009452910119 -0.00025662465401446748 0.00015023046809798331 leaf_weight=69.105251332512125 5.3808415518142274 61.137377022154396 69.916791493189521 leaf_count=419 156 1387 802 internal_value=0 -7.73164e-05 0.000104827 internal_weight=0 130.243 75.2976 internal_count=2764 1806 958 is_linear=0 shrinkage=0.000439788 Tree=3845 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=7.72895 19.1684 10.5287 threshold=-0.077944999999999987 -0.12313999999999999 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7151281721299534e-05 -0.00048341199430302609 -0.000250017143799611 0.00014799449057632322 leaf_weight=68.254374902462587 5.4875402345787725 62.420437615859555 70.621984216035344 leaf_count=410 156 1396 802 internal_value=0 -7.39195e-05 0.00010236 internal_weight=0 130.675 76.1095 internal_count=2764 1806 958 is_linear=0 shrinkage=0.000439788 Tree=3846 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=8.25745 18.2623 10.1568 threshold=-0.077944999999999987 -0.11991499999999998 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039817270779774665 -0.024653627991196227 -0.013015662016156018 0.0077625065734769861 leaf_weight=67.971275886520743 5.2159465753938994 59.72499753057491 68.427896982233506 leaf_count=419 156 1387 802 internal_value=0 -0.0039689 0.00546079 internal_weight=0 127.696 73.6438 internal_count=2764 1806 958 is_linear=0 shrinkage=0.0224292 Tree=3847 num_leaves=4 num_cat=0 split_feature=133 52 13 split_gain=7.41921 6.08447 0.303979 threshold=-0.38664499999999996 -0.4290699999999999 -0.088249999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.035902068709628025 -0.020680117759509224 0.00090179244760610106 -0.023590306074987921 leaf_weight=1.8145803143270312 6.7887428337708107 189.35789878602372 2.8009873433038583 leaf_count=38 230 2383 113 internal_value=0 0.000152891 -0.0285585 internal_weight=0 196.147 4.61557 internal_count=2764 2613 151 is_linear=0 shrinkage=0.0224292 Tree=3848 num_leaves=4 num_cat=0 split_feature=133 42 49 split_gain=7.10509 14.9345 8.69144 threshold=0.089755000000000015 0.092395000000000019 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028129987014072211 0.00040575300779169851 -0.00030856901972231522 1.1816306523973995e-05 leaf_weight=22.225393964909017 20.844844132254369 7.7529788697720496 162.47467066539684 leaf_count=143 329 275 2086 internal_value=0 0.000212021 -2.34805e-05 internal_weight=0 28.5978 184.7 internal_count=2833 604 2229 is_linear=0 shrinkage=0.000439788 Tree=3849 num_leaves=4 num_cat=0 split_feature=133 42 49 split_gain=7.48358 15.1964 9.07557 threshold=0.089755000000000015 0.092395000000000019 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01472236118221658 0.021257403265760488 -0.015974000177356017 0.00066055799536128741 leaf_weight=21.924576762132347 20.4942042559851 7.5271583700086913 159.78167096013203 leaf_count=143 329 275 2086 internal_value=0 0.0112522 -0.00119689 internal_weight=0 28.0214 181.706 internal_count=2833 604 2229 is_linear=0 shrinkage=0.0224292 Tree=3850 num_leaves=4 num_cat=0 split_feature=133 42 49 split_gain=7.14497 14.496 8.65627 threshold=0.089755000000000015 0.092395000000000019 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014365282148728774 0.020721446553558016 -0.015688291913874958 0.00064571640902215876 leaf_weight=21.965587412007153 20.552550801832698 7.4930759669514364 159.78844842402032 leaf_count=143 329 275 2086 internal_value=0 0.0109896 -0.00116973 internal_weight=0 28.0456 181.754 internal_count=2833 604 2229 is_linear=0 shrinkage=0.0224292 Tree=3851 num_leaves=4 num_cat=0 split_feature=133 42 3 split_gain=6.82128 13.8278 8.34127 threshold=0.089755000000000015 0.092395000000000019 -0.10106999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0075552885884189727 0.020199104810922366 -0.015404355524009818 -0.0037960769837959932 leaf_weight=42.479744313168339 20.610959209094293 7.4607515654060981 139.321371879254 leaf_count=326 329 275 1903 internal_value=0 0.0107326 -0.0011432 internal_weight=0 28.0717 181.801 internal_count=2833 604 2229 is_linear=0 shrinkage=0.0224292 Tree=3852 num_leaves=4 num_cat=0 split_feature=484 150 43 split_gain=6.38386 6.69661 6.07446 threshold=-0.0048899999999999994 0.094545000000000018 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019323501657579401 0.0074230275634466587 0.016911604521074885 -0.00065074461710630527 leaf_weight=13.038240463822151 75.568277290964033 3.1775649385526767 123.42564690043218 leaf_count=429 896 18 1494 internal_value=0 -0.0122115 0.0024157 internal_weight=0 16.2158 198.994 internal_count=2837 447 2390 is_linear=0 shrinkage=0.0224292 Tree=3853 num_leaves=4 num_cat=0 split_feature=457 1 48 split_gain=7.90371 8.31414 4.65679 threshold=0.079930000000000015 0.12856000000000004 0.014805 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3011846994073902e-05 8.0885457427324771e-07 0.00026525323379097303 0.0003335292839495859 leaf_weight=166.3481949181587 12.641345947980879 18.819281483767554 22.810457417741418 leaf_count=2369 114 233 121 internal_value=0 -1.16576e-05 0.000214953 internal_weight=0 185.167 35.4518 internal_count=2837 2602 235 is_linear=0 shrinkage=0.000439788 Tree=3854 num_leaves=4 num_cat=0 split_feature=457 1 48 split_gain=7.90955 7.41045 4.67936 threshold=0.079930000000000015 0.12856000000000004 0.014805 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8377364808925048e-05 2.5966269220851881e-06 0.00025499754933314172 0.0003365290363706468 leaf_weight=166.11886018433142 12.589834546204655 18.488826887100004 22.823970528319478 leaf_count=2369 114 233 121 internal_value=0 -8.97195e-06 0.000217879 internal_weight=0 184.608 35.4138 internal_count=2837 2602 235 is_linear=0 shrinkage=0.000439788 Tree=3855 num_leaves=4 num_cat=0 split_feature=457 1 48 split_gain=7.89955 7.77635 4.60822 threshold=0.079930000000000015 0.12856000000000004 0.014805 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1411438748550038e-05 2.2847294463209533e-06 0.00025873068322055471 0.00033345052654055497 leaf_weight=166.49354164800025 12.630782242864369 18.537438292871229 22.77423410769552 leaf_count=2369 114 233 121 internal_value=0 -1.13179e-05 0.000215372 internal_weight=0 185.031 35.405 internal_count=2837 2602 235 is_linear=0 shrinkage=0.000439788 Tree=3856 num_leaves=4 num_cat=0 split_feature=160 49 16 split_gain=9.18847 10.5563 6.92013 threshold=0.098760000000000014 -0.44233499999999998 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073988044957872705 -0.00053037060041447189 1.0793428739992105e-05 6.6316570847387243e-05 leaf_weight=3.9025420639663926 10.515925245708788 186.75613273461931 5.8390293173724777 leaf_count=11 134 2574 95 internal_value=0 2.57895e-05 -0.000317513 internal_weight=0 190.659 16.355 internal_count=2814 2585 229 is_linear=0 shrinkage=0.000439788 Tree=3857 num_leaves=4 num_cat=0 split_feature=160 49 16 split_gain=9.09038 10.3931 7.04501 threshold=0.098760000000000014 -0.44233499999999998 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073428900298976832 -0.00053143332791013567 1.1158016764388094e-05 7.1776816491073318e-05 leaf_weight=3.9058591462671748 10.467239173362033 186.7211929744808 5.8186256148619568 leaf_count=11 134 2574 95 internal_value=0 2.60467e-05 -0.000316086 internal_weight=0 190.627 16.2859 internal_count=2814 2585 229 is_linear=0 shrinkage=0.000439788 Tree=3858 num_leaves=4 num_cat=0 split_feature=160 49 16 split_gain=8.93773 10.5649 7.1171 threshold=0.098760000000000014 -0.44233499999999998 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073844762034018421 -0.00052933547400393715 1.0449197177722068e-05 7.7843576828191637e-05 leaf_weight=3.9173755701631299 10.497440056526104 187.75858827482443 5.782494196901097 leaf_count=11 134 2574 95 internal_value=0 2.53997e-05 -0.000313832 internal_weight=0 191.676 16.2799 internal_count=2814 2585 229 is_linear=0 shrinkage=0.000439788 Tree=3859 num_leaves=4 num_cat=0 split_feature=160 49 16 split_gain=9.04311 10.7665 6.95492 threshold=0.098760000000000014 -0.44233499999999998 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00074708641189113881 -0.00052982436008018824 1.0347394945714675e-05 7.0672170235841852e-05 leaf_weight=3.8982214033603659 10.460368621512318 186.00814859749516 5.786028735805302 leaf_count=11 134 2574 95 internal_value=0 2.55441e-05 -0.00031613 internal_weight=0 189.906 16.2464 internal_count=2814 2585 229 is_linear=0 shrinkage=0.000439788 Tree=3860 num_leaves=3 num_cat=0 split_feature=454 1456 split_gain=5.79814 6.71629 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022070372784320957 0.018628144721259551 0.0010895671074601216 leaf_weight=6.4841985181556074 9.1090769898146373 200.66616890905425 leaf_count=260 39 2542 internal_value=0 0.00036265 internal_weight=0 207.15 internal_count=2841 2802 is_linear=0 shrinkage=0.0224292 Tree=3861 num_leaves=3 num_cat=0 split_feature=454 1456 split_gain=5.5697 6.51535 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021917596689683169 0.018296303899704131 0.0010651014449799834 leaf_weight=6.3842125424707765 9.0670995656400901 200.67174760415219 leaf_count=260 39 2542 internal_value=0 0.000354514 internal_weight=0 207.056 internal_count=2841 2802 is_linear=0 shrinkage=0.0224292 Tree=3862 num_leaves=3 num_cat=0 split_feature=150 48 split_gain=5.51893 6.9112 threshold=-0.097334999999999991 0.093225000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032597583950421289 -3.3857474372606983e-05 0.000172308540118403 leaf_weight=10.823700249195097 170.45194611241459 38.544206600403413 leaf_count=57 2480 304 internal_value=0 4.17705e-06 internal_weight=0 208.996 internal_count=2841 2784 is_linear=0 shrinkage=0.000439788 Tree=3863 num_leaves=3 num_cat=0 split_feature=150 48 split_gain=5.62846 6.90401 threshold=-0.097334999999999991 0.093225000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032851769991644789 -3.3318198162924229e-05 0.00017221741866925487 leaf_weight=10.891064860858021 171.56446041545132 38.728280150098726 leaf_count=57 2480 304 internal_value=0 4.54619e-06 internal_weight=0 210.293 internal_count=2841 2784 is_linear=0 shrinkage=0.000439788 Tree=3864 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.66795 9.86564 6.16 threshold=-0.10072999999999999 -0.084094999999999989 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024296361808044626 -0.00031854053457564782 5.5967747824670164e-06 -0.00010378215465867805 leaf_weight=36.143040832947008 20.814945516816806 141.58331739390269 13.637255105655639 leaf_count=247 594 1841 150 internal_value=0 -3.59812e-05 0.00014797 internal_weight=0 162.398 49.7803 internal_count=2832 2435 397 is_linear=0 shrinkage=0.000439788 Tree=3865 num_leaves=4 num_cat=0 split_feature=472 3 52 split_gain=6.96057 7.67916 0.0100994 threshold=-1.0000000180025095e-35 -0.10072999999999999 -0.51745999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046352524841974311 0.00017452485830961144 -2.6516021227156593e-05 -0.00053583284703212627 leaf_weight=2.7399265649728477 47.777262845425867 158.9578564138501 2.3656983826076603 leaf_count=80 349 2332 71 internal_value=0 1.99571e-05 -0.0004989 internal_weight=0 206.735 5.10562 internal_count=2832 2681 151 is_linear=0 shrinkage=0.000439788 Tree=3866 num_leaves=4 num_cat=0 split_feature=156 3 159 split_gain=6.71243 7.1013 0.00373707 threshold=-1.0000000180025095e-35 -0.10072999999999999 -0.064994999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052847606503096016 0.00016809047144944505 -2.4557830762693215e-05 -0.00046288386949104045 leaf_weight=2.2549677094793878 48.185415962361731 159.31524290464586 2.7485682831611475 leaf_count=64 365 2317 86 internal_value=0 2.01899e-05 -0.000494341 internal_weight=0 207.501 5.00354 internal_count=2832 2682 150 is_linear=0 shrinkage=0.000439788 Tree=3867 num_leaves=4 num_cat=0 split_feature=156 0 159 split_gain=6.46711 6.92828 0.000827324 threshold=-1.0000000180025095e-35 -0.076734999999999984 -0.061769999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02678422585025032 -0.0021539654739647918 0.0064581520326597048 -0.023582888974617272 leaf_weight=2.2566796229511965 128.93267942720558 73.919139984645881 2.5938520662020883 leaf_count=67 1809 873 83 internal_value=0 0.0009846 -0.0251715 internal_weight=0 202.852 4.85053 internal_count=2832 2682 150 is_linear=0 shrinkage=0.0224292 Tree=3868 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=8.62701 6.42302 2.0786 threshold=-0.24921999999999997 -0.11367499999999998 -0.092184999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016519988255266204 9.9245893456022277e-05 -6.5571898163665322e-05 0.00045663509838956363 leaf_weight=10.311138432472946 69.359703847207129 134.1559461079014 8.7864271788857859 leaf_count=92 396 2341 55 internal_value=0 -9.39668e-06 0.000299606 internal_weight=0 203.516 19.0976 internal_count=2884 2737 147 is_linear=0 shrinkage=0.000439788 Tree=3869 num_leaves=4 num_cat=0 split_feature=13 0 4 split_gain=7.98852 6.32912 2.24543 threshold=-0.24921999999999997 -0.11367499999999998 -0.029079999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046567160794786883 0.00010146780957253321 -6.256715900523957e-05 0.00015915966488883463 leaf_weight=8.2046024762094039 69.213614360662177 132.66578266772558 10.629047187045215 leaf_count=35 396 2341 112 internal_value=0 -6.32409e-06 0.000293023 internal_weight=0 201.879 18.8336 internal_count=2884 2737 147 is_linear=0 shrinkage=0.000439788 Tree=3870 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=8.02135 6.50287 2.01951 threshold=-0.24921999999999997 -0.11367499999999998 -0.092184999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016162701472247692 0.00010402886279255517 -6.1622081956369385e-05 0.00045017011785250565 leaf_weight=10.250612131785603 69.731591715244576 133.66672245005611 8.6856627869419736 leaf_count=92 396 2341 55 internal_value=0 -4.82709e-06 0.000294296 internal_weight=0 203.398 18.9363 internal_count=2884 2737 147 is_linear=0 shrinkage=0.000439788 Tree=3871 num_leaves=4 num_cat=0 split_feature=3 48 0 split_gain=7.24673 7.28289 3.08847 threshold=0.15360000000000004 0.11978500000000002 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00081559426513740454 0.0045725124421667701 -0.016670041521577989 0.0234542176152992 leaf_weight=187.09372847311897 8.1196593972854334 12.783927603391929 9.4162855152972025 leaf_count=2631 79 101 73 internal_value=0 -0.000304251 0.0147259 internal_weight=0 199.878 17.5359 internal_count=2884 2732 152 is_linear=0 shrinkage=0.0224292 Tree=3872 num_leaves=3 num_cat=0 split_feature=4 481 split_gain=5.63828 6.67496 threshold=0.51074000000000008 -0.029924999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044001005939684634 0.0004090150225206256 2.1692616366649158e-05 leaf_weight=6.2152506779530077 6.9981048679910591 212.12208672665292 leaf_count=264 126 2477 internal_value=0 8.51234e-06 internal_weight=0 218.337 internal_count=2867 2741 is_linear=0 shrinkage=0.000439788 Tree=3873 num_leaves=4 num_cat=0 split_feature=156 38 2 split_gain=5.7768 7.68416 5.33858 threshold=0.090040000000000023 0.089560000000000015 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002862252607989205 -0.020063276082096505 -0.023830264067181514 0.0069101774405393168 leaf_weight=198.43467260492616 11.571478621568533 5.5591073655523351 5.4045953599270424 leaf_count=2542 195 52 78 internal_value=0 0.00213268 -0.0114777 internal_weight=0 203.994 16.9761 internal_count=2867 2594 273 is_linear=0 shrinkage=0.0224292 Tree=3874 num_leaves=4 num_cat=0 split_feature=156 38 2 split_gain=5.55125 7.33822 5.15408 threshold=0.090040000000000023 0.089560000000000015 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027979079745534918 -0.019791454147520225 -0.023274228382632923 0.0067749552867844244 leaf_weight=198.44538372932584 11.468734537949787 5.5646468685008577 5.3893815018236628 leaf_count=2542 195 52 78 internal_value=0 0.00208464 -0.0113004 internal_weight=0 204.01 16.8581 internal_count=2867 2594 273 is_linear=0 shrinkage=0.0224292 Tree=3875 num_leaves=4 num_cat=0 split_feature=156 38 16 split_gain=5.33389 7.00712 4.32933 threshold=0.090040000000000023 0.089560000000000015 0.14191500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002735009203618544 -0.0020715385036352654 -0.022728297031039915 -0.025483483358317113 leaf_weight=198.45614515276975 10.283003777964042 5.5708889844827345 6.4606494482140979 leaf_count=2542 137 52 136 internal_value=0 0.00203768 -0.0111239 internal_weight=0 204.027 16.7437 internal_count=2867 2594 273 is_linear=0 shrinkage=0.0224292 Tree=3876 num_leaves=3 num_cat=0 split_feature=3 1447 split_gain=7.15099 6.61996 threshold=-0.34140499999999996 -0.086059999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00047261408526193439 0.00048519429266102762 -3.4734893660138766e-05 leaf_weight=5.766251314431428 4.8275518109439863 208.41010369968717 leaf_count=35 96 2733 internal_value=0 -2.29217e-05 internal_weight=0 213.238 internal_count=2864 2829 is_linear=0 shrinkage=0.000439788 Tree=3877 num_leaves=3 num_cat=0 split_feature=3 1447 split_gain=7.13432 6.95906 threshold=-0.34140499999999996 -0.086059999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024154329778888803 0.02542945873862679 -0.0019674701726097206 leaf_weight=5.6522877165116361 4.7542420109966761 204.01861403908697 leaf_count=35 96 2733 internal_value=0 -0.00134131 internal_weight=0 208.773 internal_count=2864 2829 is_linear=0 shrinkage=0.0224292 Tree=3878 num_leaves=3 num_cat=0 split_feature=3 1447 split_gain=6.91488 6.6286 threshold=-0.34140499999999996 -0.086059999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023971082935038631 0.02476487119172821 -0.001923511001471916 leaf_weight=5.5688415551558128 4.7726324113900764 204.00126554552116 leaf_count=35 96 2733 internal_value=0 -0.0013112 internal_weight=0 208.774 internal_count=2864 2829 is_linear=0 shrinkage=0.0224292 Tree=3879 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=6.84192 6.52439 threshold=-0.34140499999999996 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046539978086365457 -0.00047170553500532764 -1.1167602095631309e-05 leaf_weight=5.6444263891316941 6.1056266991654402 208.28291844806517 leaf_count=35 178 2651 internal_value=0 -2.43242e-05 internal_weight=0 214.389 internal_count=2864 2829 is_linear=0 shrinkage=0.000439788 Tree=3880 num_leaves=4 num_cat=0 split_feature=48 4 43 split_gain=8.74324 12.9806 11.5067 threshold=0.092825000000000005 0.27150500000000005 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057225214169045642 0.024083359223880902 0.012715310713747346 -0.0011416050055577868 leaf_weight=146.1753823425679 14.759277751436455 22.096261016791686 23.661868984578177 leaf_count=2202 136 295 169 internal_value=0 -0.00330023 0.00855558 internal_weight=0 168.272 38.4211 internal_count=2802 2497 305 is_linear=0 shrinkage=0.0224292 Tree=3881 num_leaves=4 num_cat=0 split_feature=48 4 43 split_gain=8.72316 13.2063 10.5168 threshold=0.092825000000000005 0.27150500000000005 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010993096433205582 0.00045623060215132198 0.00025074444063382843 -1.2206195900711885e-05 leaf_weight=148.31331242591841 15.041170243872328 22.612542351474985 24.106833433266729 leaf_count=2202 136 295 169 internal_value=0 -6.21929e-05 0.000167908 internal_weight=0 170.926 39.148 internal_count=2802 2497 305 is_linear=0 shrinkage=0.000439788 Tree=3882 num_leaves=4 num_cat=0 split_feature=48 4 48 split_gain=8.52105 13.3922 10.2417 threshold=0.092825000000000005 0.27150500000000005 0.10005500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010865810396688498 0.00055797276238584922 0.00025213668330605879 3.7751487221334863e-05 leaf_weight=149.56318282597931 9.6949359609279764 22.933165796566755 29.707376943784766 leaf_count=2202 72 295 233 internal_value=0 -6.06683e-05 0.00016596 internal_weight=0 172.496 39.4023 internal_count=2802 2497 305 is_linear=0 shrinkage=0.000439788 Tree=3883 num_leaves=4 num_cat=0 split_feature=48 4 43 split_gain=8.36588 12.4749 11.0339 threshold=0.092825000000000005 0.27150500000000005 -0.049504999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0055946902824113931 0.023619249975895606 0.012533304815675736 -0.0011029207615709171 leaf_weight=146.11972011532634 14.709667584393172 21.949316190439276 23.684980264864862 leaf_count=2202 136 295 169 internal_value=0 -0.00322607 0.00837561 internal_weight=0 168.069 38.3946 internal_count=2802 2497 305 is_linear=0 shrinkage=0.0224292 Tree=3884 num_leaves=4 num_cat=0 split_feature=403 12 129 split_gain=9.319 10.8195 9.36573 threshold=0.03138500000000001 0.040165000000000006 0.010690000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.600254282611718e-05 5.8921695505233938e-05 -0.00012357398577089157 0.00064433917981595993 leaf_weight=95.023401289130561 13.985093421884814 95.516532017471036 8.4822808360913751 leaf_count=697 298 1811 54 internal_value=0 -1.90588e-05 0.000280298 internal_weight=0 190.54 22.4674 internal_count=2860 2508 352 is_linear=0 shrinkage=0.000439788 Tree=3885 num_leaves=4 num_cat=0 split_feature=403 12 129 split_gain=9.11688 11.0958 9.25548 threshold=0.03138500000000001 0.040165000000000006 0.010690000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7859541385749802e-05 5.7466511011564771e-05 -0.00012424322671757411 0.00063847587389621928 leaf_weight=95.113813622039743 14.033814495196568 95.666406396223465 8.5090284203179163 leaf_count=697 298 1811 54 internal_value=0 -1.85008e-05 0.000277129 internal_weight=0 190.78 22.5428 internal_count=2860 2508 352 is_linear=0 shrinkage=0.000439788 Tree=3886 num_leaves=4 num_cat=0 split_feature=403 12 129 split_gain=8.88042 11.4338 9.64888 threshold=0.03138500000000001 0.040165000000000006 0.010690000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8350402337992315e-05 4.881192609550368e-05 -0.00012628152110302697 0.00063841016019421126 leaf_weight=95.566121333395131 14.295878037111835 96.422294862160925 8.5811174188274872 leaf_count=697 298 1811 54 internal_value=0 -1.9446e-05 0.000270317 internal_weight=0 191.988 22.877 internal_count=2860 2508 352 is_linear=0 shrinkage=0.000439788 Tree=3887 num_leaves=4 num_cat=0 split_feature=376 403 3 split_gain=8.92694 10.0388 1.48131 threshold=0.048375000000000008 0.03138500000000001 -0.010514999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6359108278875396e-05 0.00048893560106121981 0.00027039076439103063 0.00020634513574188166 leaf_weight=179.79072149147396 7.0866692665731534 21.667604120564647 7.3446427392773312 leaf_count=2375 66 348 71 internal_value=0 -1.22691e-05 0.000345577 internal_weight=0 201.458 14.4313 internal_count=2860 2723 137 is_linear=0 shrinkage=0.000439788 Tree=3888 num_leaves=4 num_cat=0 split_feature=42 39 157 split_gain=7.79168 8.4209 7.6901 threshold=0.10258000000000002 0.084475000000000008 -0.084489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035306967852238099 -0.00053100893545057922 0.00021005363425982628 4.1815858602368509e-05 leaf_weight=10.019045684661249 10.092683054623192 4.1843784102238706 191.61386657645926 leaf_count=204 250 62 2337 internal_value=0 -0.000313825 2.21626e-05 internal_weight=0 14.2771 201.633 internal_count=2853 312 2541 is_linear=0 shrinkage=0.000439788 Tree=3889 num_leaves=4 num_cat=0 split_feature=42 39 157 split_gain=7.83577 7.92664 7.64261 threshold=0.10258000000000002 0.084475000000000008 -0.084489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018299210715893216 -0.027234761195037191 0.010175262202622179 0.0020719931656280268 leaf_weight=9.7293430852878355 9.8141354485414904 3.9999748077243558 186.75127711653477 leaf_count=204 250 62 2337 internal_value=0 -0.0164033 0.00106157 internal_weight=0 13.8141 196.481 internal_count=2853 312 2541 is_linear=0 shrinkage=0.0224292 Tree=3890 num_leaves=4 num_cat=0 split_feature=42 39 157 split_gain=7.58732 7.72236 7.34656 threshold=0.10258000000000002 0.084475000000000008 -0.084489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018010607799349414 -0.027082837653265444 0.0099985227470573389 0.0020255099702131299 leaf_weight=9.6645744158595317 9.6497959445696306 3.9799449620768419 186.75263176980661 leaf_count=204 250 62 2337 internal_value=0 -0.0162561 0.00103799 internal_weight=0 13.6297 196.417 internal_count=2853 312 2541 is_linear=0 shrinkage=0.0224292 Tree=3891 num_leaves=4 num_cat=0 split_feature=42 39 157 split_gain=7.34597 7.523 7.06093 threshold=0.10258000000000002 0.084475000000000008 -0.084489999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017723379646483021 -0.026929636222043855 0.0098236164286057658 0.001980068214991059 leaf_weight=9.6019437431823444 9.4889521136647073 3.9605123335495582 186.75409673538525 leaf_count=204 250 62 2337 internal_value=0 -0.0161082 0.00101493 internal_weight=0 13.4495 196.356 internal_count=2853 312 2541 is_linear=0 shrinkage=0.0224292 Tree=3892 num_leaves=4 num_cat=0 split_feature=133 151 13 split_gain=8.0695 7.01693 0.285923 threshold=-0.38664499999999996 0.086895000000000014 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063661496952344631 -7.7231631482977496e-07 0.00032358512495543688 -0.00042336757401193598 leaf_weight=2.5496041285805404 195.15591289653094 13.793857837095855 2.750439707102486 leaf_count=47 2580 92 112 internal_value=0 2.06678e-05 -0.000527868 internal_weight=0 208.95 5.30004 internal_count=2831 2672 159 is_linear=0 shrinkage=0.000439788 Tree=3893 num_leaves=4 num_cat=0 split_feature=133 151 13 split_gain=7.92285 6.99783 0.288152 threshold=-0.38664499999999996 0.086895000000000014 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032691085701607031 -7.890307650670646e-05 0.016560400374745609 -0.021614135325985641 leaf_weight=2.5014428559225053 191.59208411138388 13.599865317344664 2.6454873493930782 leaf_count=47 2580 92 112 internal_value=0 0.00102537 -0.0270985 internal_weight=0 205.192 5.14693 internal_count=2831 2672 159 is_linear=0 shrinkage=0.0224292 Tree=3894 num_leaves=4 num_cat=0 split_feature=133 151 13 split_gain=8.06574 6.59779 0.290057 threshold=-0.38664499999999996 0.086895000000000014 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063511381369625629 -7.5180921006593781e-07 0.00031280733041254798 -0.000421644387897893 leaf_weight=2.5623337307479233 197.92404709197581 13.870945052243767 2.7954104177188119 leaf_count=47 2580 92 112 internal_value=0 1.98102e-05 -0.000525628 internal_weight=0 211.795 5.35774 internal_count=2831 2672 159 is_linear=0 shrinkage=0.000439788 Tree=3895 num_leaves=4 num_cat=0 split_feature=133 151 13 split_gain=7.2903 6.61873 0.277689 threshold=-0.38664499999999996 0.086895000000000014 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063797996659767766 -3.63501187028841e-05 0.00027975112472603691 -0.00042987954310212331 leaf_weight=2.5885025942698121 196.18486920790747 13.687782384455202 2.8413624279783098 leaf_count=47 2580 92 112 internal_value=0 -1.57106e-05 -0.000530972 internal_weight=0 209.873 5.42987 internal_count=2831 2672 159 is_linear=0 shrinkage=0.000439788 Tree=3896 num_leaves=4 num_cat=0 split_feature=42 456 1 split_gain=8.35407 6.27523 6.19905 threshold=-1.0000000180025095e-35 0.087495000000000003 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019084390471641587 0.0031195945657445335 -0.016453724863167603 0.00044217863154803099 leaf_weight=17.729673492198344 173.625120876648 8.6316925645805878 15.167829006561076 leaf_count=574 1947 136 194 internal_value=0 0.00219097 -0.0100864 internal_weight=0 182.257 32.8975 internal_count=2851 2083 768 is_linear=0 shrinkage=0.0224292 Tree=3897 num_leaves=4 num_cat=0 split_feature=42 1 456 split_gain=8.02884 6.03714 6.00689 threshold=-1.0000000180025095e-35 0.086115000000000011 0.087495000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018893558206859382 0.0030497042274849743 0.00043230243719863561 -0.016119741586271576 leaf_weight=17.509760561457369 173.6210731533356 15.166818907367995 8.6135236239060742 leaf_count=574 1947 194 136 internal_value=0 -0.00992845 0.00214205 internal_weight=0 32.6766 182.235 internal_count=2851 768 2083 is_linear=0 shrinkage=0.0224292 Tree=3898 num_leaves=4 num_cat=0 split_feature=42 160 1 split_gain=8.13582 6.65913 6.30396 threshold=-1.0000000180025095e-35 -0.082234999999999989 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037081710421994621 -0.00014290093608542047 7.8621637498743537e-05 1.0729677397184292e-05 leaf_weight=18.005865580751561 31.548931464320049 155.69756339624291 15.642922716448082 leaf_count=574 487 1596 194 internal_value=0 4.12868e-05 -0.000193535 internal_weight=0 187.246 33.6488 internal_count=2851 2083 768 is_linear=0 shrinkage=0.000439788 Tree=3899 num_leaves=4 num_cat=0 split_feature=42 160 1 split_gain=7.71753 5.97731 5.88299 threshold=-1.0000000180025095e-35 -0.082234999999999989 0.086115000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018702303701458405 -0.0069699968800288259 0.0039128650239408039 0.00042492650490505332 leaf_weight=17.304275192000205 30.467911904037464 151.8412313227891 15.174917498719877 leaf_count=574 487 1596 194 internal_value=0 0.00209356 -0.00977069 internal_weight=0 182.309 32.4792 internal_count=2851 2083 768 is_linear=0 shrinkage=0.0224292 Tree=3900 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=7.22319 11.3442 2.31989 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.14197999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011168522640994212 -2.5462424276470406e-05 0.00032885222269479053 -0.00048257890040518493 leaf_weight=1.5076866741292176 184.95041808742099 19.282298212172464 7.8479677605791931 leaf_count=13 2220 196 407 internal_value=0 8.01722e-06 -0.000386779 internal_weight=0 204.233 9.35565 internal_count=2836 2416 420 is_linear=0 shrinkage=0.000439788 Tree=3901 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=8.21632 7.65496 threshold=-0.40941499999999992 0.10561500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029448985682808022 -0.0011349202927614141 0.014197278799587683 leaf_weight=4.7908164934488005 187.08605678146705 17.934654723823769 leaf_count=60 2575 201 internal_value=0 0.000207496 internal_weight=0 205.021 internal_count=2836 2776 is_linear=0 shrinkage=0.0224292 Tree=3902 num_leaves=3 num_cat=0 split_feature=151 1213 split_gain=7.92221 7.60743 threshold=-0.40941499999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029038685669033556 -0.019790208985708643 0.0011368154210580068 leaf_weight=4.7502671827096483 9.1278672468033601 195.81467824889114 leaf_count=60 420 2356 internal_value=0 0.000202997 internal_weight=0 204.943 internal_count=2836 2776 is_linear=0 shrinkage=0.0224292 Tree=3903 num_leaves=4 num_cat=0 split_feature=483 51 43 split_gain=6.85531 7.45854 1.13199 threshold=0.096520000000000009 -0.40775499999999992 -0.0041999999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006010724574974874 -0.00027410411896358969 1.4324819147792544e-05 -0.00064946879276963937 leaf_weight=3.8623142442665985 3.1608575863647275 204.66003707388882 3.1322217339184126 leaf_count=79 125 2594 38 internal_value=0 2.87226e-06 -0.000462332 internal_weight=0 208.522 6.29308 internal_count=2836 2673 163 is_linear=0 shrinkage=0.000439788 Tree=3904 num_leaves=4 num_cat=0 split_feature=0 47 0 split_gain=8.18347 14.3523 13.4581 threshold=-0.112855 0.077065000000000008 -0.077784999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020775083944509667 -0.00021817267852551001 -0.00026642452556121837 5.8977175123847303e-05 leaf_weight=62.350171205820516 61.177539231459377 15.375946830259634 75.925627482996788 leaf_count=380 1373 101 1005 internal_value=0 0.000113906 -6.47045e-05 internal_weight=0 77.7261 137.103 internal_count=2859 481 2378 is_linear=0 shrinkage=0.000439788 Tree=3905 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=11.3593 9.26515 threshold=0.26746000000000009 -0.51323999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00061367538244797319 -0.00061734801259313518 2.3389537737990721e-06 leaf_weight=4.8908936167135826 5.5929258305113754 204.57127209813916 leaf_count=25 76 2758 internal_value=0 1.66681e-05 internal_weight=0 209.462 internal_count=2859 2783 is_linear=0 shrinkage=0.000439788 Tree=3906 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=11.0364 8.8335 threshold=0.26746000000000009 -0.50405999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00059026694377618924 -0.00061362402330420807 4.6770447501451499e-07 leaf_weight=5.014017352834343 5.5315014553489155 203.23035129674827 leaf_count=28 76 2755 internal_value=0 1.47214e-05 internal_weight=0 208.244 internal_count=2859 2783 is_linear=0 shrinkage=0.000439788 Tree=3907 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=11.2498 8.77911 threshold=0.26746000000000009 -0.50405999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00058794068222899727 -0.00061964039731339049 6.3608544732399219e-07 leaf_weight=5.0259400429204097 5.5294617414474478 203.16683361446485 leaf_count=28 76 2755 internal_value=0 1.48667e-05 internal_weight=0 208.193 internal_count=2859 2783 is_linear=0 shrinkage=0.000439788 Tree=3908 num_leaves=4 num_cat=0 split_feature=50 123 41 split_gain=7.12413 9.66901 6.62804 threshold=0.088385000000000005 0.11029000000000001 0.080335000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4578225792273772e-05 -0.0003765845716612638 0.00050402464106006988 -0.00029768357348130376 leaf_weight=179.13824545766693 16.34610903373687 2.8113519847393027 10.944272731197996 leaf_count=2214 483 13 111 internal_value=0 -0.000246982 3.42684e-05 internal_weight=0 19.1575 190.083 internal_count=2821 496 2325 is_linear=0 shrinkage=0.000439788 Tree=3909 num_leaves=4 num_cat=0 split_feature=50 40 41 split_gain=6.87979 8.88069 6.55766 threshold=0.088385000000000005 -1.0000000180025095e-35 0.080335000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027925843338612037 0.017904212754641814 -0.020514995505347109 -0.015287321665823039 leaf_weight=175.22131156444084 3.7972806184552619 14.657959657983156 10.690014003310351 leaf_count=2214 25 471 111 internal_value=0 -0.0125997 0.00175152 internal_weight=0 18.4552 185.911 internal_count=2821 496 2325 is_linear=0 shrinkage=0.0224292 Tree=3910 num_leaves=4 num_cat=0 split_feature=50 123 15 split_gain=6.63594 9.76301 6.45475 threshold=0.088385000000000005 0.11029000000000001 -0.26248499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037350110595190685 -0.00036952760009936297 0.00050288597636847479 1.2112546303656589e-05 leaf_weight=10.067457797238601 16.502432398701789 2.9022825472056857 182.84434110746952 leaf_count=181 483 13 2144 internal_value=0 -0.000238678 3.10074e-05 internal_weight=0 19.4047 192.912 internal_count=2821 496 2325 is_linear=0 shrinkage=0.000439788 Tree=3911 num_leaves=4 num_cat=0 split_feature=50 123 1374 split_gain=6.63581 9.09963 6.21445 threshold=0.088385000000000005 0.11029000000000001 0.085820000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024955625980751881 -0.019039474500551545 0.02548322009040685 -0.01965614142163918 leaf_weight=179.42653842450818 15.568795699655313 2.6939389444887629 6.5866892011836162 leaf_count=2252 483 13 73 internal_value=0 -0.0124522 0.00170924 internal_weight=0 18.2627 186.013 internal_count=2821 496 2325 is_linear=0 shrinkage=0.0224292 Tree=3912 num_leaves=3 num_cat=0 split_feature=1186 133 split_gain=6.65834 6.28207 threshold=0.085080000000000003 0.084030000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.1620273910449407e-05 0.00040254075780086482 0.00012948110644112645 leaf_weight=158.93894870829536 7.8578114802949122 48.285168642294593 leaf_count=1836 63 926 internal_value=0 -9.41391e-06 internal_weight=0 207.224 internal_count=2825 2762 is_linear=0 shrinkage=0.000439788 Tree=3913 num_leaves=3 num_cat=0 split_feature=1186 133 split_gain=6.86405 6.7477 threshold=0.085080000000000003 0.084030000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0028280414980121219 0.020911895344218785 0.0068275762203805082 leaf_weight=156.36831300763879 7.7413134234957388 47.44089619544684 leaf_count=1836 63 926 internal_value=0 -0.000580064 internal_weight=0 203.809 internal_count=2825 2762 is_linear=0 shrinkage=0.0224292 Tree=3914 num_leaves=4 num_cat=0 split_feature=47 4 150 split_gain=6.48879 9.79581 9.72052 threshold=0.081320000000000017 -0.018964999999999999 -0.053939999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039775988505482871 0.0001941970741642278 -0.00029995917654997514 1.0160565830664288e-05 leaf_weight=13.530224019661544 10.80948840244673 27.375915152719244 163.8606420357537 leaf_count=74 104 293 2354 internal_value=0 -0.000160047 3.97637e-05 internal_weight=0 38.1854 177.391 internal_count=2825 397 2428 is_linear=0 shrinkage=0.000439788 Tree=3915 num_leaves=4 num_cat=0 split_feature=47 150 4 split_gain=6.07557 9.82016 9.76913 threshold=0.081320000000000017 -0.053939999999999995 -0.018964999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039706221312405958 0.00019791541265765404 9.4636887070576011e-06 -0.00029296248539698901 leaf_weight=13.663741928059606 10.939430953934787 166.33694121602457 27.571791547117755 leaf_count=74 104 2354 293 internal_value=0 3.8925e-05 -0.000153496 internal_weight=0 180.001 38.5112 internal_count=2825 2428 397 is_linear=0 shrinkage=0.000439788 Tree=3916 num_leaves=4 num_cat=0 split_feature=42 2 4 split_gain=9.06602 8.93955 8.09251 threshold=-1.0000000180025095e-35 0.092340000000000019 0.0063000000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045757937015190571 -5.3950305631250021e-05 1.0453484182470135e-05 0.00014085313658722081 leaf_weight=16.723994521424178 110.74586918845307 14.931381123082245 65.69783386378549 leaf_count=524 1478 272 595 internal_value=0 -0.000236942 1.85911e-05 internal_weight=0 31.6554 176.444 internal_count=2869 796 2073 is_linear=0 shrinkage=0.000439788 Tree=3917 num_leaves=4 num_cat=0 split_feature=42 2 4 split_gain=8.67512 8.56887 7.35127 threshold=-1.0000000180025095e-35 0.092340000000000019 0.0063000000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02331530867963617 -0.0026817498037332282 0.00042970350738390873 0.0068997298933314135 leaf_weight=16.094835519819757 107.72611778974533 14.546810948115306 64.318836562277284 leaf_count=524 1478 272 595 internal_value=0 -0.0120494 0.000900645 internal_weight=0 30.6416 172.045 internal_count=2869 796 2073 is_linear=0 shrinkage=0.0224292 Tree=3918 num_leaves=4 num_cat=0 split_feature=42 2 4 split_gain=8.55818 8.47777 7.41148 threshold=-1.0000000180025095e-35 0.092340000000000019 0.0063000000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045000867905903438 -5.1898851305797018e-05 7.6773159587305361e-06 0.00013484259423846348 leaf_weight=16.372134141362043 109.90612768946448 14.981565109745132 65.641497428994626 leaf_count=524 1478 272 595 internal_value=0 -0.000231444 1.79354e-05 internal_weight=0 31.3537 175.548 internal_count=2869 796 2073 is_linear=0 shrinkage=0.000439788 Tree=3919 num_leaves=4 num_cat=0 split_feature=42 2 4 split_gain=8.34935 8.35338 7.03503 threshold=-1.0000000180025095e-35 0.092340000000000019 0.0063000000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02309386623273648 -0.0026218031532608886 0.00041936270903358993 0.0067542325523053497 leaf_weight=15.887660329084612 107.73131528968224 14.555419478274414 64.253258119220845 leaf_count=524 1478 272 595 internal_value=0 -0.0118585 0.000881435 internal_weight=0 30.4431 171.985 internal_count=2869 796 2073 is_linear=0 shrinkage=0.0224292 Tree=3920 num_leaves=3 num_cat=0 split_feature=49 1 split_gain=10.7582 10.0787 threshold=-0.31764499999999996 0.10364000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00065107993143137543 -7.8331258819278393e-05 0.00012978370598347986 leaf_weight=5.189603039994835 139.25900953036034 66.477003920823336 leaf_count=33 2169 645 internal_value=0 -1.10798e-05 internal_weight=0 205.736 internal_count=2847 2814 is_linear=0 shrinkage=0.000439788 Tree=3921 num_leaves=3 num_cat=0 split_feature=49 1 split_gain=10.4761 10.0289 threshold=-0.31764499999999996 0.10364000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0006461040664287375 -7.8782203421673012e-05 0.00012934490925826901 leaf_weight=5.1374700218439093 138.28784046502551 66.200771787203848 leaf_count=33 2169 645 internal_value=0 -1.13977e-05 internal_weight=0 204.489 internal_count=2847 2814 is_linear=0 shrinkage=0.000439788 Tree=3922 num_leaves=3 num_cat=0 split_feature=49 1 split_gain=10.5125 9.93546 threshold=-0.31764499999999996 0.10364000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0006467420749350979 -7.8450789822814813e-05 0.00012831871400769288 leaf_weight=5.1467449227347961 138.84108750856831 66.440170832909644 leaf_count=33 2169 645 internal_value=0 -1.15232e-05 internal_weight=0 205.281 internal_count=2847 2814 is_linear=0 shrinkage=0.000439788 Tree=3923 num_leaves=3 num_cat=0 split_feature=49 147 split_gain=10.3779 10.2284 threshold=-0.31764499999999996 0.088565000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00064338569307496212 -3.8052812381189379e-05 0.00034357135220637537 leaf_weight=5.1238720249384633 190.76200362999225 14.606149139348416 leaf_count=33 2692 122 internal_value=0 -1.08816e-05 internal_weight=0 205.368 internal_count=2847 2814 is_linear=0 shrinkage=0.000439788 Tree=3924 num_leaves=4 num_cat=0 split_feature=160 16 1 split_gain=6.97454 5.50834 0.00952777 threshold=-0.40187499999999993 0.51434500000000016 0.096545000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046895109325109999 2.9231435765063463e-05 -0.00037399901252060523 -0.00054267619589251246 leaf_weight=3.4005422053160137 203.79281056631589 6.751013974484521 1.8353778505697844 leaf_count=194 2463 149 27 internal_value=0 1.62693e-05 -0.000496672 internal_weight=0 210.544 5.23592 internal_count=2833 2612 221 is_linear=0 shrinkage=0.000439788 Tree=3925 num_leaves=4 num_cat=0 split_feature=160 1186 13 split_gain=6.94709 5.27815 0.0100396 threshold=-0.40187499999999993 0.085080000000000003 -0.083694999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053793637564378597 3.0031485816056748e-06 0.00039803088958013276 -0.00046561939484109527 leaf_weight=2.1145230037509464 204.03922655974748 6.7396758617833248 3.1113658810209008 leaf_count=73 2553 59 148 internal_value=0 1.56691e-05 -0.000496732 internal_weight=0 210.779 5.22589 internal_count=2833 2612 221 is_linear=0 shrinkage=0.000439788 Tree=3926 num_leaves=4 num_cat=0 split_feature=160 16 13 split_gain=6.78198 5.17052 0.011027 threshold=-0.40187499999999993 0.51434500000000016 -0.083694999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0275234119039054 0.0013835254147516319 -0.018830621372256474 -0.023740103668085183 leaf_weight=2.0913122015190311 199.8818550183787 6.5560996981221242 3.0115795244637402 leaf_count=73 2463 149 148 internal_value=0 0.000739878 -0.0253874 internal_weight=0 206.438 5.10289 internal_count=2833 2612 221 is_linear=0 shrinkage=0.0224292 Tree=3927 num_leaves=4 num_cat=0 split_feature=160 1186 13 split_gain=6.98923 5.80174 0.0109359 threshold=-0.40187499999999993 0.085080000000000003 -0.083694999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053874199066895022 2.0920950547396888e-06 0.00041738067839555297 -0.00046570429609765627 leaf_weight=2.1425176223856397 204.54686019237852 6.7011560732498756 3.1106980220065443 leaf_count=73 2553 59 148 internal_value=0 1.53023e-05 -0.000497336 internal_weight=0 211.248 5.25322 internal_count=2833 2612 221 is_linear=0 shrinkage=0.000439788 Tree=3928 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=6.37371 7.17139 threshold=-1.0000000180025095e-35 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044977973308145945 -3.0485629539325038e-05 0.00013496300637222511 leaf_weight=5.5229087599145705 144.0671242015087 78.139961989363655 leaf_count=133 1813 910 internal_value=0 2.77016e-05 internal_weight=0 222.207 internal_count=2856 2723 is_linear=0 shrinkage=0.000439788 Tree=3929 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=5.93881 7.19139 threshold=-1.0000000180025095e-35 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022738672463474382 -0.0016269056533358502 0.0069454508548920206 leaf_weight=5.2463323683914487 140.82940381229855 75.667937456863001 leaf_count=133 1813 910 internal_value=0 0.00136956 internal_weight=0 216.497 internal_count=2856 2723 is_linear=0 shrinkage=0.0224292 Tree=3930 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=6.25508 6.66102 threshold=-1.0000000180025095e-35 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044670312166090564 -2.941089615269638e-05 0.0001304580328804129 leaf_weight=5.5129703502170733 143.46731968747918 77.689550109265838 leaf_count=133 1813 910 internal_value=0 2.67554e-05 internal_weight=0 221.157 internal_count=2856 2723 is_linear=0 shrinkage=0.000439788 Tree=3931 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=6.04347 6.74279 threshold=-1.0000000180025095e-35 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044295702237506578 -2.8932828973059593e-05 0.00013208927635194396 leaf_weight=5.3910903607320497 143.46443536452716 77.430699552700389 leaf_count=133 1813 910 internal_value=0 2.7517e-05 internal_weight=0 220.895 internal_count=2856 2723 is_linear=0 shrinkage=0.000439788 Tree=3932 num_leaves=4 num_cat=0 split_feature=132 1456 1 split_gain=6.56221 6.67422 2.14546 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=-0.00049462026637305846 2.4322385916296737e-05 -0.00038555611256702212 7.9601579891624105e-06 leaf_weight=6.8335029309382644 205.14611540173064 7.963717602484393 2.1601066649891436 leaf_count=258 2297 235 32 internal_value=0 8.97244e-06 -0.000374148 internal_weight=0 213.11 8.99361 internal_count=2822 2532 290 is_linear=0 shrinkage=0.000439788 Tree=3933 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=6.49042 7.12149 threshold=-0.51745999999999992 -0.057374999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047351582729439627 0.00011797884413281905 -5.0989960462310849e-05 leaf_weight=5.5667998105054712 73.219877515512053 141.34506233819411 leaf_count=183 656 1983 internal_value=0 6.67569e-06 internal_weight=0 214.565 internal_count=2822 2639 is_linear=0 shrinkage=0.000439788 Tree=3934 num_leaves=4 num_cat=0 split_feature=132 52 1 split_gain=6.13817 6.46845 2.05867 threshold=-1.0000000180025095e-35 -0.51745999999999992 0.10165500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02522934193441468 -0.024122639610908863 0.0010716914133117987 0.0006824657533859329 leaf_weight=6.4339820590976142 5.2408002649899563 202.16412856854731 2.0256868195720017 leaf_count=259 176 2356 31 internal_value=0 0.000432908 -0.0190371 internal_weight=0 207.405 8.45967 internal_count=2822 2532 290 is_linear=0 shrinkage=0.0224292 Tree=3935 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=5.9664 6.88613 threshold=-0.51745999999999992 -0.057374999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02407438630369042 0.0058945630404656181 -0.0026604438529901279 leaf_weight=5.1742925065918817 71.859180284896865 138.58943454944529 leaf_count=183 656 1983 internal_value=0 0.000260994 internal_weight=0 210.449 internal_count=2822 2639 is_linear=0 shrinkage=0.0224292 Tree=3936 num_leaves=3 num_cat=0 split_feature=38 51 split_gain=8.1747 7.91022 threshold=0.089560000000000015 -0.40775499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.029540796151418438 -0.02797717388842497 0.0013819259310322485 leaf_weight=4.2318560003768644 5.0965596219175486 198.01582302093448 leaf_count=105 57 2693 internal_value=0 0.000732168 internal_weight=0 202.248 internal_count=2855 2798 is_linear=0 shrinkage=0.0224292 Tree=3937 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=7.76416 7.99664 threshold=-0.40775499999999992 0.0054700000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057306551812788629 -5.520486170928806e-05 0.00012230022644519719 leaf_weight=4.4352402362273997 126.26990257811849 80.281074793165317 leaf_count=111 2044 700 internal_value=0 1.37917e-05 internal_weight=0 206.551 internal_count=2855 2744 is_linear=0 shrinkage=0.000439788 Tree=3938 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=7.95909 8.28098 threshold=0.089560000000000015 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030530343114171276 -0.00053754008164411495 -1.3733537722779869e-05 leaf_weight=17.141094030230306 5.1926316241733721 189.55197469776613 leaf_count=193 57 2605 internal_value=0 1.275e-05 internal_weight=0 206.693 internal_count=2855 2798 is_linear=0 shrinkage=0.000439788 Tree=3939 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=7.50861 8.21633 threshold=-0.40775499999999992 0.0054700000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056686097521888512 -5.6119183465548196e-05 0.00012335513324226907 leaf_weight=4.3830029840464695 127.04600927623687 80.630701456655515 leaf_count=111 2044 700 internal_value=0 1.35668e-05 internal_weight=0 207.677 internal_count=2855 2744 is_linear=0 shrinkage=0.000439788 Tree=3940 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=7.43956 7.72017 threshold=0.28833000000000003 0.086795000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9543563279292427e-05 0.00035017995384143677 -0.00056314147263538024 leaf_weight=192.7544789618114 10.246546942275016 5.1701169277075669 leaf_count=2634 114 49 internal_value=0 -3.37962e-05 internal_weight=0 197.925 internal_count=2797 2683 is_linear=0 shrinkage=0.000439788 Tree=3941 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=6.6459 7.89428 threshold=0.28833000000000003 0.086795000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00086080384325406124 0.017437487644011165 -0.029154985927029843 leaf_weight=188.01323572771798 9.6606885881628823 5.0761331887915722 leaf_count=2634 114 49 internal_value=0 -0.00160744 internal_weight=0 193.089 internal_count=2797 2683 is_linear=0 shrinkage=0.0224292 Tree=3942 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=6.92487 7.4618 threshold=0.28833000000000003 0.086795000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6179931376559595e-05 0.00034592817093968272 -0.00055353654054422698 leaf_weight=192.41611348977312 9.928161525866015 5.1123582250438622 leaf_count=2634 114 49 internal_value=0 -3.01397e-05 internal_weight=0 197.528 internal_count=2797 2683 is_linear=0 shrinkage=0.000439788 Tree=3943 num_leaves=3 num_cat=0 split_feature=3 453 split_gain=6.91165 7.30702 threshold=0.28833000000000003 0.086795000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7698387759839983e-05 0.00034457219042219859 -0.00054981975647282091 leaf_weight=193.23041026064311 9.9089919715188426 5.1045295426156363 leaf_count=2634 114 49 internal_value=0 -3.14452e-05 internal_weight=0 198.335 internal_count=2797 2683 is_linear=0 shrinkage=0.000439788 Tree=3944 num_leaves=4 num_cat=0 split_feature=403 129 0 split_gain=5.85657 12.3076 7.59068 threshold=0.086000000000000007 0.086720000000000005 0.17491000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3551870368448512e-05 1.1257396323956788e-05 0.00085294149295600356 0.00049996329453725068 leaf_weight=191.69743300986011 10.961908030556513 4.8267138288356355 5.4917516196146599 leaf_count=2514 228 34 22 internal_value=0 0.000269287 -8.9249e-06 internal_weight=0 15.7886 197.189 internal_count=2798 262 2536 is_linear=0 shrinkage=0.000439788 Tree=3945 num_leaves=4 num_cat=0 split_feature=403 129 0 split_gain=6.45619 12.9493 7.63901 threshold=0.086000000000000007 0.086720000000000005 0.17491000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012145029598124705 0.00097507268088279741 0.045622476545652726 0.02578085875918858 leaf_weight=187.40020486293361 10.677819019882007 4.690751763409934 5.406932270852848 leaf_count=2514 228 34 22 internal_value=0 0.0146419 -0.000454989 internal_weight=0 15.3686 192.807 internal_count=2798 262 2536 is_linear=0 shrinkage=0.0224292 Tree=3946 num_leaves=3 num_cat=0 split_feature=14 1429 split_gain=5.7984 6.0476 threshold=0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044306679848897979 -0.0003812024056638644 3.9150088638200244e-05 leaf_weight=5.1400236338959067 6.9342482576612374 201.3920407742844 leaf_count=129 93 2576 internal_value=0 2.71092e-05 internal_weight=0 206.532 internal_count=2798 2705 is_linear=0 shrinkage=0.000439788 Tree=3947 num_leaves=4 num_cat=0 split_feature=403 129 0 split_gain=6.13458 12.206 7.36084 threshold=0.086000000000000007 0.086720000000000005 0.17491000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011846808429731661 0.00094038653174930873 0.044122082182009761 0.025422489409794045 leaf_weight=187.48395445547067 10.688611696125006 4.7408998508471987 5.3616929359268388 leaf_count=2514 228 34 22 internal_value=0 0.0142466 -0.000442478 internal_weight=0 15.4295 192.846 internal_count=2798 262 2536 is_linear=0 shrinkage=0.0224292 Tree=3948 num_leaves=4 num_cat=0 split_feature=160 9 15 split_gain=6.078 5.71445 0.120863 threshold=-0.40187499999999993 -1.0000000180025095e-35 -0.072704999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017461882813666067 0.024986186717813916 0.0016879363514758856 -0.025811436482307736 leaf_weight=1.4566210235934702 5.4151703608222297 208.56842239858815 3.2904308648576253 leaf_count=81 99 2562 131 internal_value=0 0.00227971 -0.0233296 internal_weight=0 213.984 4.74705 internal_count=2873 2661 212 is_linear=0 shrinkage=0.0224292 Tree=3949 num_leaves=4 num_cat=0 split_feature=160 156 15 split_gain=5.89813 5.6233 0.123421 threshold=-0.40187499999999993 0.11362000000000001 -0.072704999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017269884572324673 0.0028225516947957574 -0.020073761826943686 -0.025747058766795155 leaf_weight=1.440180232573766 208.36303350661183 5.5207477944204575 3.2254521945724255 leaf_count=81 2528 133 131 internal_value=0 0.00222982 -0.0232114 internal_weight=0 213.884 4.66563 internal_count=2873 2661 212 is_linear=0 shrinkage=0.0224292 Tree=3950 num_leaves=3 num_cat=0 split_feature=4 1186 split_gain=5.73392 5.73975 threshold=-0.4945199999999999 0.085080000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014423496944561359 0.0018111852536483487 0.02359823744147958 leaf_weight=10.606702862307428 201.59052259550663 6.2535074600018552 leaf_count=132 2681 60 internal_value=0 0.00246881 internal_weight=0 207.844 internal_count=2873 2741 is_linear=0 shrinkage=0.0224292 Tree=3951 num_leaves=4 num_cat=0 split_feature=160 9 52 split_gain=5.709 5.62832 0.118576 threshold=-0.40187499999999993 -1.0000000180025095e-35 0.4002400000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017446851274140147 0.024932588528063005 0.001561339852131409 -0.025718744984910967 leaf_weight=1.4998226350289758 5.2969215203775084 208.56143066310324 3.0866309645643923 leaf_count=86 99 2562 126 internal_value=0 0.00214238 -0.0230973 internal_weight=0 213.858 4.58645 internal_count=2873 2661 212 is_linear=0 shrinkage=0.0224292 Tree=3952 num_leaves=4 num_cat=0 split_feature=1 454 15 split_gain=8.9438 12.3711 5.39449 threshold=0.10100500000000003 1.0000000180025095e-35 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8726610481812878e-05 0.00017409329143869485 0.00048533227992364372 -0.00016979229053385448 leaf_weight=140.31813907859032 64.850223118090071 7.6380536668002597 10.19618202280253 leaf_count=2126 646 25 76 internal_value=0 -5.90327e-05 0.00012734 internal_weight=0 147.956 75.0464 internal_count=2873 2151 722 is_linear=0 shrinkage=0.000439788 Tree=3953 num_leaves=4 num_cat=0 split_feature=1 454 15 split_gain=7.85187 12.2535 5.62627 threshold=0.10100500000000003 1.0000000180025095e-35 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043948952741404614 0.0086767716376283614 0.025062898335228255 -0.009471757079182519 leaf_weight=136.8613605836581 62.483815160230733 7.4737149216234675 9.9471158613450807 leaf_count=2126 646 25 76 internal_value=0 -0.00286645 0.00618255 internal_weight=0 144.335 72.4309 internal_count=2873 2151 722 is_linear=0 shrinkage=0.0224292 Tree=3954 num_leaves=4 num_cat=0 split_feature=1 454 15 split_gain=7.51989 11.7762 5.3886 threshold=0.10100500000000003 1.0000000180025095e-35 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043011735334580158 0.0085105893422878342 0.024671130113296722 -0.0092311835173619038 leaf_weight=136.70912720647175 62.277810524799861 7.42298475280404 9.9775744806975109 leaf_count=2126 646 25 76 internal_value=0 -0.00280599 0.00605888 internal_weight=0 144.132 72.2554 internal_count=2873 2151 722 is_linear=0 shrinkage=0.0224292 Tree=3955 num_leaves=3 num_cat=0 split_feature=3 1429 split_gain=7.25061 5.67478 threshold=0.31270000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048715663326089005 0.00038378511897486808 -3.0711675040665308e-06 leaf_weight=4.7733054968994102 9.2291763895191234 206.58038501883857 leaf_count=129 111 2633 internal_value=0 -1.4047e-05 internal_weight=0 211.354 internal_count=2873 2762 is_linear=0 shrinkage=0.000439788 Tree=3956 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=7.49197 8.89977 7.77185 threshold=0.15360000000000004 0.0047850000000000011 -0.11112999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0123606443739702e-05 -2.000348988604434e-05 0.00020491066323766611 0.00056014707921817097 leaf_weight=163.89742989915248 8.717625096440317 28.794008372758981 9.1358515264000726 leaf_count=2315 77 327 72 internal_value=0 -2.0503e-05 0.000277148 internal_weight=0 192.691 17.8535 internal_count=2791 2642 149 is_linear=0 shrinkage=0.000439788 Tree=3957 num_leaves=4 num_cat=0 split_feature=2 2 12 split_gain=7.10056 12.6608 12.6523 threshold=0.086610000000000006 0.087075000000000014 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069698031652535549 0.035893618342448592 0.001713484128862739 -0.013226646943469769 leaf_weight=24.710756134241819 5.6658170882728873 133.03509508406569 42.279886405856814 leaf_count=220 55 1595 921 internal_value=0 0.00311446 -0.00577694 internal_weight=0 138.701 66.9906 internal_count=2791 1650 1141 is_linear=0 shrinkage=0.0224292 Tree=3958 num_leaves=4 num_cat=0 split_feature=2 2 12 split_gain=6.80319 12.6861 12.1639 threshold=0.086610000000000006 0.087045000000000025 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068197873539435081 0.03603371711177511 0.0016489559271762378 -0.013011327399824383 leaf_weight=24.688562165945768 5.6069710982264942 133.15866146972985 42.01886001159437 leaf_count=220 50 1600 921 internal_value=0 0.00304307 -0.00567194 internal_weight=0 138.766 66.7074 internal_count=2791 1650 1141 is_linear=0 shrinkage=0.0224292 Tree=3959 num_leaves=4 num_cat=0 split_feature=3 0 39 split_gain=6.66273 8.16984 7.96475 threshold=0.15360000000000004 -0.11112999999999999 0.0047850000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029370154201602953 -0.0023308915991227873 0.028571554924980615 0.010064144480499181 leaf_weight=160.25219656403351 8.3651806218549627 8.8397262864746136 27.800438275269698 leaf_count=2315 77 72 327 internal_value=0 0.0135606 -0.00101418 internal_weight=0 17.2049 188.053 internal_count=2791 149 2642 is_linear=0 shrinkage=0.0224292 Tree=3960 num_leaves=3 num_cat=0 split_feature=14 41 split_gain=7.05058 6.17597 threshold=0.073890000000000011 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016244587112144125 -0.024119544725116036 -0.017193360487853637 leaf_weight=191.91643536706397 5.8770335637964299 9.1751684094779176 leaf_count=2657 97 87 internal_value=0 0.000764311 internal_weight=0 201.092 internal_count=2841 2744 is_linear=0 shrinkage=0.0224292 Tree=3961 num_leaves=3 num_cat=0 split_feature=14 41 split_gain=6.80889 5.91507 threshold=0.073890000000000011 0.082980000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015879495842204151 -0.023831067014052375 -0.016848980828684527 leaf_weight=191.92567303329997 5.8156926777446634 9.1533451024442893 leaf_count=2657 97 87 internal_value=0 0.00074716 internal_weight=0 201.079 internal_count=2841 2744 is_linear=0 shrinkage=0.0224292 Tree=3962 num_leaves=3 num_cat=0 split_feature=14 158 split_gain=6.57395 5.90844 threshold=0.073890000000000011 0.084965000000000027 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017678966298844297 -0.023540284963469427 -0.013514529929718379 leaf_weight=187.43291687492456 5.7563901247922322 13.634658683906308 leaf_count=2450 97 294 internal_value=0 0.00073039 internal_weight=0 201.068 internal_count=2841 2744 is_linear=0 shrinkage=0.0224292 Tree=3963 num_leaves=3 num_cat=0 split_feature=14 4 split_gain=6.30125 6.26345 threshold=0.073890000000000011 -0.50052499999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030222413940540738 -0.00044658488623011992 3.1816275662019648e-05 leaf_weight=11.479982210323213 5.9130863086320451 194.37832674811943 leaf_count=131 97 2613 internal_value=0 1.31617e-05 internal_weight=0 205.858 internal_count=2841 2744 is_linear=0 shrinkage=0.000439788 Tree=3964 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=7.96385 14.7059 threshold=0.27266500000000005 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019277223633785669 -0.026635395529770459 -0.00071767051979774186 leaf_weight=20.557802440365776 5.248605999746359 183.73238010480418 leaf_count=181 48 2601 internal_value=0 0.00129604 internal_weight=0 204.29 internal_count=2830 2782 is_linear=0 shrinkage=0.0224292 Tree=3965 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=7.91729 13.8164 threshold=0.27266500000000005 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003650864940937475 -0.00051910744656337871 -1.1929780814797102e-05 leaf_weight=20.876919395057485 5.2674001809209576 187.43513834106852 leaf_count=181 48 2601 internal_value=0 2.58846e-05 internal_weight=0 208.312 internal_count=2830 2782 is_linear=0 shrinkage=0.000439788 Tree=3966 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=7.67321 8.08401 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050393773586688846 -1.1002538903726742e-05 0.00024053661400407443 leaf_weight=5.4550405512563875 179.97432291510631 28.625508000724949 leaf_count=64 2439 327 internal_value=0 2.35343e-05 internal_weight=0 208.6 internal_count=2830 2766 is_linear=0 shrinkage=0.000439788 Tree=3967 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=7.65215 14.0543 threshold=0.27266500000000005 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018850512033380378 -0.026185342171895463 -0.00070073071062988512 leaf_weight=20.5459743833635 5.2202485618181518 183.87152161441918 leaf_count=181 48 2601 internal_value=0 0.00126594 internal_weight=0 204.417 internal_count=2830 2782 is_linear=0 shrinkage=0.0224292 Tree=3968 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=8.39722 8.20886 threshold=1.0000000180025095e-35 0.0063000000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024816077974092873 -0.021556467839448472 0.006748749673102245 leaf_weight=124.9641589440871 8.5576677303761226 79.156793149304576 leaf_count=1987 76 778 internal_value=0 0.00109816 internal_weight=0 204.121 internal_count=2841 2765 is_linear=0 shrinkage=0.0224292 Tree=3969 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.57766 8.72856 threshold=1.0000000180025095e-35 0.0063000000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.0416227572099409e-05 -0.00039800620193550593 0.00013407453952504988 leaf_weight=128.46163638285361 8.6840589435305429 80.769656269229017 leaf_count=1987 76 778 internal_value=0 2.08086e-05 internal_weight=0 209.231 internal_count=2841 2765 is_linear=0 shrinkage=0.000439788 Tree=3970 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=7.95481 8.44785 threshold=1.0000000180025095e-35 0.28937500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1461032104059295e-05 -0.00040887792322281204 0.00026482170144593177 leaf_weight=183.50376977166161 8.6642040191218239 24.212928404100239 leaf_count=2473 76 292 internal_value=0 2.07658e-05 internal_weight=0 207.717 internal_count=2841 2765 is_linear=0 shrinkage=0.000439788 Tree=3971 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=8.01509 7.86927 threshold=1.0000000180025095e-35 0.0063000000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024300925246016122 -0.021072288595580191 0.0066080199841017373 leaf_weight=125.02192484500119 8.5478776255622488 79.11383588850731 leaf_count=1987 76 778 internal_value=0 0.00107296 internal_weight=0 204.136 internal_count=2841 2765 is_linear=0 shrinkage=0.0224292 Tree=3972 num_leaves=3 num_cat=0 split_feature=1348 484 split_gain=6.29837 6.37782 threshold=0.089175000000000018 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025102322835572594 0.00050020573848418882 3.2470504846334082e-05 leaf_weight=16.641918416309636 5.1779673646669826 194.85858582652872 leaf_count=444 35 2374 internal_value=0 1.01432e-05 internal_weight=0 211.501 internal_count=2853 2818 is_linear=0 shrinkage=0.000439788 Tree=3973 num_leaves=3 num_cat=0 split_feature=1348 484 split_gain=5.96786 6.29869 threshold=0.088590000000000016 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024844973476308396 0.00048787251134567189 3.3916631610973794e-05 leaf_weight=16.559843652008567 5.1991846482269457 194.94807274575578 leaf_count=444 36 2373 internal_value=0 1.17886e-05 internal_weight=0 211.508 internal_count=2853 2817 is_linear=0 shrinkage=0.000439788 Tree=3974 num_leaves=4 num_cat=0 split_feature=457 1456 151 split_gain=6.17464 7.07872 5.05013 threshold=0.079930000000000015 -1.0000000180025095e-35 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045225650248315762 -7.3012535202367421e-06 8.374479986347807e-06 0.00033508682139858485 leaf_weight=6.6807727409177451 14.134306658990679 174.84062326612184 20.275076697813347 leaf_count=258 133 2363 99 internal_value=0 -8.62451e-06 0.000194518 internal_weight=0 181.521 34.4094 internal_count=2853 2621 232 is_linear=0 shrinkage=0.000439788 Tree=3975 num_leaves=3 num_cat=0 split_feature=1348 4 split_gain=6.17152 6.27677 threshold=0.089175000000000018 0.51074000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5699242574731441e-06 0.00049873394085776497 0.00042909278063887988 leaf_weight=203.94315469241701 5.1259372255299231 6.711220573168247 leaf_count=2680 35 138 internal_value=0 1.122e-05 internal_weight=0 210.654 internal_count=2853 2818 is_linear=0 shrinkage=0.000439788 Tree=3976 num_leaves=4 num_cat=0 split_feature=1 454 159 split_gain=7.1395 10.4817 5.31439 threshold=0.10100500000000003 1.0000000180025095e-35 0.077080000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9607280475125193e-05 6.2713162867031284e-05 0.00048017421637784342 0.00038232369248665478 leaf_weight=137.94289460082655 62.461019203998148 6.7691036369651547 11.978320186724885 leaf_count=2125 545 24 182 internal_value=0 -5.33628e-05 0.000114228 internal_weight=0 144.712 74.4393 internal_count=2876 2149 727 is_linear=0 shrinkage=0.000439788 Tree=3977 num_leaves=4 num_cat=0 split_feature=1 131 15 split_gain=6.0536 9.56693 5.57033 threshold=0.10100500000000003 0.087580000000000005 0.10330500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8975834610403301e-05 0.00014548682439681875 -0.00045230586301921053 -0.0002520647089306751 leaf_weight=132.86688586506352 65.664450507843867 10.62471718166489 7.5887536006048313 leaf_count=1870 664 279 63 internal_value=0 -5.11173e-05 0.000104247 internal_weight=0 143.492 73.2532 internal_count=2876 2149 727 is_linear=0 shrinkage=0.000439788 Tree=3978 num_leaves=4 num_cat=0 split_feature=403 1 4 split_gain=5.81132 8.89773 4.75304 threshold=-1.0000000180025095e-35 0.080320000000000016 0.50666500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024725839431613585 0.00061213006976018061 0.0057790941327065031 0.019755806886929836 leaf_weight=11.105321970419029 186.99484347947873 8.4641530022490752 6.7413702893536529 leaf_count=501 2053 174 148 internal_value=0 -0.0115391 0.00128015 internal_weight=0 19.5695 193.736 internal_count=2876 675 2201 is_linear=0 shrinkage=0.0224292 Tree=3979 num_leaves=4 num_cat=0 split_feature=403 1 393 split_gain=5.61544 8.71948 4.68988 threshold=-1.0000000180025095e-35 0.080320000000000016 0.084330000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024684208585020424 0.00051257190098734037 0.0056490961637896929 0.017724151516041398 leaf_weight=10.877150931279177 185.32863270911912 8.4651468755910155 8.3029171614907664 leaf_count=501 2138 174 63 internal_value=0 -0.0114164 0.00125228 internal_weight=0 19.3423 193.632 internal_count=2876 675 2201 is_linear=0 shrinkage=0.0224292 Tree=3980 num_leaves=3 num_cat=0 split_feature=14 1456 split_gain=7.46839 6.26119 threshold=0.077685000000000018 0.084325000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026844814402627835 -0.024799745572922971 -0.020606496683261359 leaf_weight=201.94421400997089 5.3408979994710526 5.9593638526857822 leaf_count=2552 94 184 internal_value=0 0.00201504 internal_weight=0 207.904 internal_count=2830 2736 is_linear=0 shrinkage=0.0224292 Tree=3981 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=7.38166 6.23198 threshold=0.077685000000000018 -0.10491999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019419395538877883 -0.00047672558048718041 2.4630246754830318e-06 leaf_weight=40.417071713134646 5.4931854524184009 173.38502808345947 leaf_count=256 94 2480 internal_value=0 3.87219e-05 internal_weight=0 213.802 internal_count=2830 2736 is_linear=0 shrinkage=0.000439788 Tree=3982 num_leaves=3 num_cat=0 split_feature=14 1456 split_gain=7.09412 6.17824 threshold=0.077685000000000018 0.084325000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.3460441235623938e-05 -0.00046869551550321567 -0.00039736562092438927 leaf_weight=205.77234816265991 5.4066967929247758 6.0334079509484573 leaf_count=2552 94 184 internal_value=0 4.05837e-05 internal_weight=0 211.806 internal_count=2830 2736 is_linear=0 shrinkage=0.000439788 Tree=3983 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=7.19485 6.1738 threshold=0.077685000000000018 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014302194394930781 -0.024468783918908582 0.00076002698368720278 leaf_weight=18.579505604924634 5.2908914017025372 189.45256851974409 leaf_count=156 94 2580 internal_value=0 0.00197069 internal_weight=0 208.032 internal_count=2830 2736 is_linear=0 shrinkage=0.0224292 Tree=3984 num_leaves=3 num_cat=0 split_feature=1348 0 split_gain=8.4599 8.03314 threshold=0.084620000000000015 -0.060324999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012563179518890053 0.00036437637867153442 7.7623115249973924e-05 leaf_weight=143.42275080087711 8.9564824854023737 50.959053628379479 leaf_count=2237 60 503 internal_value=0 -7.23442e-05 internal_weight=0 194.382 internal_count=2800 2740 is_linear=0 shrinkage=0.000439788 Tree=3985 num_leaves=3 num_cat=0 split_feature=1348 1 split_gain=8.53271 6.52892 threshold=0.084620000000000015 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00012827151145311692 0.00036553434551836505 4.2753096637701539e-05 leaf_weight=130.29548367817188 9.0177756138145906 64.550758067867719 leaf_count=2049 60 691 internal_value=0 -7.1614e-05 internal_weight=0 194.846 internal_count=2800 2740 is_linear=0 shrinkage=0.000439788 Tree=3986 num_leaves=3 num_cat=0 split_feature=1348 0 split_gain=8.4622 7.89046 threshold=0.084620000000000015 -0.060324999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0064797002147832447 0.018616330964198298 0.0038808451214303861 leaf_weight=141.0362150077126 8.8761436208151263 50.104996246518567 leaf_count=2237 60 503 internal_value=0 -0.00376371 internal_weight=0 191.141 internal_count=2800 2740 is_linear=0 shrinkage=0.0224292 Tree=3987 num_leaves=3 num_cat=0 split_feature=1348 0 split_gain=8.14331 7.54677 threshold=0.084620000000000015 -0.060324999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0063395665981431717 0.018368492331359523 0.0037963128357192261 leaf_weight=140.9222408948408 8.7953122057951969 50.072638610610738 leaf_count=2237 60 503 internal_value=0 -0.00368216 internal_weight=0 190.995 internal_count=2800 2740 is_linear=0 shrinkage=0.0224292 Tree=3988 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=9.18292 7.45887 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.3174438986155248e-05 -0.027886019945310769 0.023929683660430683 leaf_weight=191.85882482471061 5.7867524279281488 6.716863978188484 leaf_count=2688 57 97 internal_value=0 0.000731288 internal_weight=0 198.576 internal_count=2842 2785 is_linear=0 shrinkage=0.0224292 Tree=3989 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=8.79948 7.28722 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.130961533227758e-05 -0.027332668961629829 0.023894838345196564 leaf_weight=191.85767400976329 5.7720420761033884 6.5773846122901878 leaf_count=2688 57 97 internal_value=0 0.000715633 internal_weight=0 198.435 internal_count=2842 2785 is_linear=0 shrinkage=0.0224292 Tree=3990 num_leaves=4 num_cat=0 split_feature=150 160 43 split_gain=8.88581 13.4851 9.28491 threshold=0.082085000000000019 -1.0000000180025095e-35 -0.069874999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4826530607813591e-05 -0.00026564116433022873 0.00030392855427795304 -0.00013082753546168918 leaf_weight=62.744261224521324 10.438508059829472 34.788459598319605 100.34685442171758 leaf_count=1005 132 232 1473 internal_value=0 0.000172414 -4.78611e-05 internal_weight=0 45.227 163.091 internal_count=2842 364 2478 is_linear=0 shrinkage=0.000439788 Tree=3991 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=8.42993 7.12571 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.8391291518723077e-05 -0.02677430881381479 0.02386178925872167 leaf_weight=191.92347835260443 5.7620889442041507 6.4462298857979468 leaf_count=2688 57 97 internal_value=0 0.000701791 internal_weight=0 198.37 internal_count=2842 2785 is_linear=0 shrinkage=0.0224292 Tree=3992 num_leaves=4 num_cat=0 split_feature=49 1 148 split_gain=8.73369 9.21093 6.57626 threshold=-0.087004999999999985 0.10086000000000002 -0.083929999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026402525210721669 -0.023108169771756094 0.0032257764562001819 0.0022889369042412709 leaf_weight=12.147863417863848 5.2614274271763852 9.3169692177325469 178.89774140137888 leaf_count=95 65 68 2603 internal_value=0 -0.0135507 0.00156102 internal_weight=0 21.4648 184.159 internal_count=2831 163 2668 is_linear=0 shrinkage=0.0224292 Tree=3993 num_leaves=4 num_cat=0 split_feature=155 15 15 split_gain=7.45899 7.20265 0.0985731 threshold=0.088505000000000014 0.10330500000000002 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7169146113474424e-05 -0.00041113706854731003 -0.00029858475961985244 -0.00053894885210622535 leaf_weight=190.40875385145773 2.4801842134911567 13.196246146690099 3.3941589607857159 leaf_count=2404 98 253 76 internal_value=0 1.5382e-05 -0.000486493 internal_weight=0 203.605 5.87434 internal_count=2831 2657 174 is_linear=0 shrinkage=0.000439788 Tree=3994 num_leaves=4 num_cat=0 split_feature=49 15 1 split_gain=8.35958 10.2045 8.85826 threshold=-0.087004999999999985 0.10330500000000002 0.10086000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025919111857956523 0.0025038388238919611 -0.026967668079169751 0.0031714755495492884 leaf_weight=12.095931401010604 178.12285953543324 6.0941716311499468 9.3078404394909722 leaf_count=95 2456 212 68 internal_value=0 0.00152618 -0.013277 internal_weight=0 184.217 21.4038 internal_count=2831 2668 163 is_linear=0 shrinkage=0.0224292 Tree=3995 num_leaves=4 num_cat=0 split_feature=49 15 1 split_gain=7.56703 10.0055 8.86837 threshold=-0.087004999999999985 0.10330500000000002 0.10086000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049332762526423525 4.6115235184044401e-05 -0.0005225169721091666 7.0404406699657118e-05 leaf_weight=12.261263705324383 182.56561903387774 6.1687491341726846 9.6223650611937028 leaf_count=95 2456 212 68 internal_value=0 2.74786e-05 -0.000245606 internal_weight=0 188.734 21.8836 internal_count=2831 2668 163 is_linear=0 shrinkage=0.000439788 Tree=3996 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=6.65907 9.74198 6.96941 threshold=0.082870000000000013 0.12856000000000004 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045385012995418864 -0.0048824402812227509 0.014211515502372794 0.016878655535498707 leaf_weight=158.37505355333269 12.136885804124178 15.267025778302921 18.939042546786368 leaf_count=2416 95 221 136 internal_value=0 -0.00288857 0.00838195 internal_weight=0 173.642 31.0759 internal_count=2868 2637 231 is_linear=0 shrinkage=0.0224292 Tree=3997 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=6.39689 9.41805 8.17473 threshold=0.069705000000000003 0.12856000000000004 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045128525748928654 -0.0060428510140275995 0.013988596823368478 0.016986444050934253 leaf_weight=156.6739219026349 12.734530940651892 15.163914571516214 19.777264612028375 leaf_count=2403 99 221 145 internal_value=0 -0.00287881 0.00796786 internal_weight=0 171.838 32.5118 internal_count=2868 2624 244 is_linear=0 shrinkage=0.0224292 Tree=3998 num_leaves=4 num_cat=0 split_feature=457 376 151 split_gain=6.14148 9.30475 5.85552 threshold=0.082870000000000013 1.0000000180025095e-35 -0.083559999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042431186794176139 -0.001827739472496861 0.015541071570147894 0.017749288376645841 leaf_weight=160.33145068243903 15.13634184934199 12.904172126203774 15.589190400671212 leaf_count=2519 143 118 88 internal_value=0 -0.00276786 0.0081099 internal_weight=0 173.236 30.7255 internal_count=2868 2637 231 is_linear=0 shrinkage=0.0224292 Tree=3999 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=5.81518 10.5292 4.91123 threshold=-0.11327499999999999 -0.077814999999999981 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013401730173196755 -0.011654247457001653 0.00073994070386996743 0.014771498812362675 leaf_weight=18.832788121537305 48.915436636292725 116.74136326802545 19.217767769470811 leaf_count=163 1309 1235 161 internal_value=0 -0.00292076 0.00680049 internal_weight=0 165.657 38.0506 internal_count=2868 2544 324 is_linear=0 shrinkage=0.0224292 Tree=4000 num_leaves=4 num_cat=0 split_feature=158 50 1 split_gain=6.78321 7.54332 7.40725 threshold=0.084710000000000021 0.10124500000000002 0.10165500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025143518641150631 -0.026697750835635834 -0.016475436047836117 0.0063357165397075572 leaf_weight=184.66378503286978 9.1586086080060323 11.14012864930555 5.4285827531712121 leaf_count=2202 219 324 97 internal_value=0 0.00143244 -0.0144122 internal_weight=0 195.804 14.5872 internal_count=2842 2526 316 is_linear=0 shrinkage=0.0224292 Tree=4001 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=6.67124 6.14941 threshold=-0.40775499999999992 -0.0063699999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055680656527909347 -5.6115537837256238e-05 9.3948887973026898e-05 leaf_weight=3.9640182033181182 107.36377024519606 103.9191373323556 leaf_count=102 1378 1362 internal_value=0 1.76952e-05 internal_weight=0 211.283 internal_count=2842 2740 is_linear=0 shrinkage=0.000439788 Tree=4002 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=6.6041 6.25295 threshold=-0.40775499999999992 -0.0063699999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028719928075352473 -0.002978041252628886 0.0048296925126686124 leaf_weight=3.8465405208989969 104.6924929850793 101.71941432193853 leaf_count=102 1378 1362 internal_value=0 0.000869687 internal_weight=0 206.412 internal_count=2842 2740 is_linear=0 shrinkage=0.0224292 Tree=4003 num_leaves=4 num_cat=0 split_feature=158 1 50 split_gain=6.4792 7.30069 7.21646 threshold=0.084710000000000021 0.10165500000000001 0.10124500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024419211763096866 -0.026552731961701471 0.0063990945189148834 -0.016171527291247406 leaf_weight=184.75650331482757 8.9944200544268806 5.404221029370091 11.089468356076393 leaf_count=2202 219 97 324 internal_value=0 -0.0141929 0.00138649 internal_weight=0 14.3986 195.846 internal_count=2842 316 2526 is_linear=0 shrinkage=0.0224292 Tree=4004 num_leaves=4 num_cat=0 split_feature=3 0 15 split_gain=7.74484 11.8231 7.93775 threshold=-0.10072999999999999 -0.10072999999999999 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024994378476526116 0.00010304725311192418 -0.00013296725709359785 -0.00019485469368141193 leaf_weight=41.014955734251998 72.511015104828402 94.575050960178487 9.5546026495285314 leaf_count=291 452 1997 128 internal_value=0 -3.0543e-05 0.000165862 internal_weight=0 167.086 50.5696 internal_count=2868 2449 419 is_linear=0 shrinkage=0.000439788 Tree=4005 num_leaves=4 num_cat=0 split_feature=3 0 15 split_gain=8.02253 12.1248 7.51032 threshold=-0.10072999999999999 -0.10072999999999999 -0.016059999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00036822170961397013 0.00010437069296549867 -0.0001329954328417712 2.5322621704526242e-05 leaf_weight=21.199691836372949 73.150287558790296 96.5200916978647 29.578852959908545 leaf_count=159 452 1997 260 internal_value=0 -3.06591e-05 0.000168565 internal_weight=0 169.67 50.7785 internal_count=2868 2449 419 is_linear=0 shrinkage=0.000439788 Tree=4006 num_leaves=4 num_cat=0 split_feature=3 0 15 split_gain=7.92721 11.1359 7.30704 threshold=-0.10072999999999999 -0.10072999999999999 -0.016059999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018840303456450051 0.0050387933783638773 -0.0067590913637113415 0.0013536299536313046 leaf_weight=20.551689576706849 71.26813303725794 92.4193018602964 28.932589345611632 leaf_count=159 452 1997 260 internal_value=0 -0.0016224 0.00862062 internal_weight=0 163.687 49.4843 internal_count=2868 2449 419 is_linear=0 shrinkage=0.0224292 Tree=4007 num_leaves=4 num_cat=0 split_feature=3 0 15 split_gain=7.59783 10.6611 7.64891 threshold=-0.10072999999999999 -0.10072999999999999 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012724688615058098 0.0049305744653854507 -0.0066214215328672544 -0.0097823487327593425 leaf_weight=39.980589755228721 71.199989853892475 92.227450758451596 9.3617957707028818 leaf_count=291 452 1997 128 internal_value=0 -0.00158861 0.00845227 internal_weight=0 163.427 49.3424 internal_count=2868 2449 419 is_linear=0 shrinkage=0.0224292 Tree=4008 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=8.11699 7.75877 2.33986 threshold=0.13601500000000002 0.25123500000000004 -0.060144999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4854492258152795e-05 0.00049407534428204229 -0.00053814191924384902 0.00013349253860735831 leaf_weight=193.56368028558791 6.6891468133544549 5.84956567257177 7.2751998580060881 leaf_count=2590 115 160 64 internal_value=0 -3.99613e-05 0.000306656 internal_weight=0 199.413 13.9643 internal_count=2929 2750 179 is_linear=0 shrinkage=0.000439788 Tree=4009 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=8.18039 8.05835 2.38838 threshold=0.13601500000000002 0.25123500000000004 -0.060144999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6439473970062107e-05 0.00049377569146868288 -0.00054142646285135069 0.00013041229568107446 leaf_weight=194.60352508822689 6.7300070583587512 6.0408249973552293 7.3038137350231391 leaf_count=2590 115 160 64 internal_value=0 -4.19943e-05 0.0003051 internal_weight=0 200.644 14.0338 internal_count=2929 2750 179 is_linear=0 shrinkage=0.000439788 Tree=4010 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=7.58728 7.76684 2.38132 threshold=0.13601500000000002 0.25123500000000004 -0.060144999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012786582530890202 0.025166580954985147 -0.027675667100504828 0.0063352453875774846 leaf_weight=190.52285765658598 6.4247097814222798 5.7584723160834974 7.1373744818847609 leaf_count=2590 115 160 64 internal_value=0 -0.00205571 0.015279 internal_weight=0 196.281 13.5621 internal_count=2929 2750 179 is_linear=0 shrinkage=0.0224292 Tree=4011 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=7.32004 7.54572 2.37424 threshold=0.13601500000000002 0.25123500000000004 -0.060144999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012500937545897217 0.02512091235468418 -0.027448806874076997 0.0062065524440959047 leaf_weight=190.50598832243122 6.2935392572544515 5.6769227975164531 7.1225287402048689 leaf_count=2590 115 160 64 internal_value=0 -0.0020108 0.0151025 internal_weight=0 196.183 13.4161 internal_count=2929 2750 179 is_linear=0 shrinkage=0.0224292 Tree=4012 num_leaves=3 num_cat=0 split_feature=52 1213 split_gain=5.64252 5.20355 threshold=-0.54533999999999982 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046987860588197135 -0.00025564589235463331 5.4193764630967674e-05 leaf_weight=4.2975274331402025 11.041900147334671 200.94215963606257 leaf_count=148 426 2286 internal_value=0 3.80332e-05 internal_weight=0 211.984 internal_count=2860 2712 is_linear=0 shrinkage=0.000439788 Tree=4013 num_leaves=3 num_cat=0 split_feature=156 1 split_gain=6.30385 5.66495 threshold=0.11784000000000001 0.12700000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.6101459141340071e-05 -0.00045811966911426914 0.00027574517343899525 leaf_weight=192.28730453689059 5.0531781283207229 17.734613454784267 leaf_count=2524 103 233 internal_value=0 3.80493e-05 internal_weight=0 210.022 internal_count=2860 2757 is_linear=0 shrinkage=0.000439788 Tree=4014 num_leaves=3 num_cat=0 split_feature=156 1 split_gain=6.25914 5.45342 threshold=0.11784000000000001 0.12700000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7191183024258592e-05 -0.0004574369415989379 0.00027290215038037563 leaf_weight=191.63362521586532 5.0170916587812817 17.594781674677506 leaf_count=2524 103 233 internal_value=0 3.87178e-05 internal_weight=0 209.228 internal_count=2860 2757 is_linear=0 shrinkage=0.000439788 Tree=4015 num_leaves=3 num_cat=0 split_feature=156 1 split_gain=6.17766 5.71821 threshold=0.11784000000000001 0.12700000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5606590470948421e-05 -0.00045358404697196797 0.00027610764197950731 leaf_weight=193.03361852408852 5.0525265272008246 17.781915976782329 leaf_count=2524 103 233 internal_value=0 3.76024e-05 internal_weight=0 210.816 internal_count=2860 2757 is_linear=0 shrinkage=0.000439788 Tree=4016 num_leaves=3 num_cat=0 split_feature=52 41 split_gain=5.66703 5.34398 threshold=-0.53320999999999985 0.082980000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046092449231819709 4.1556891086080093e-05 -0.00028866761156878936 leaf_weight=4.7239058923441908 193.36584693608165 9.9479028317145985 leaf_count=177 2544 111 internal_value=0 2.53738e-05 internal_weight=0 203.314 internal_count=2832 2655 is_linear=0 shrinkage=0.000439788 Tree=4017 num_leaves=4 num_cat=0 split_feature=1 151 13 split_gain=5.97717 8.96338 2.35055 threshold=0.12856000000000004 0.086895000000000014 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6943184006026604e-05 0.00046740553580151075 0.00033630330203691992 0.00014121145998407701 leaf_weight=175.71634883355 6.167257277993488 13.373517408035694 13.903809807496144 leaf_count=2494 132 85 121 internal_value=0 -1.05138e-05 0.00024179 internal_weight=0 189.09 20.0711 internal_count=2832 2579 253 is_linear=0 shrinkage=0.000439788 Tree=4018 num_leaves=4 num_cat=0 split_feature=4 151 15 split_gain=5.54592 5.87792 0.153069 threshold=0.51074000000000008 0.086895000000000014 -0.46673499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9581770489500764e-05 0.00033792561801544068 0.00027070892732252745 0.00047841677002352575 leaf_weight=186.7966864828777 3.2673635638784617 14.522034921683369 3.3442275843117377 leaf_count=2603 97 92 40 internal_value=0 1.3819e-06 0.000410161 internal_weight=0 201.319 6.61159 internal_count=2832 2695 137 is_linear=0 shrinkage=0.000439788 Tree=4019 num_leaves=4 num_cat=0 split_feature=1 151 4 split_gain=5.66615 8.93701 2.36766 threshold=0.12700000000000003 0.086895000000000014 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5870373004750324e-05 0.00013795210137690012 0.00033735450343148828 0.00046506098810457461 leaf_weight=173.49604711579741 14.920337765011938 13.345762424170969 5.9978929890785357 leaf_count=2483 106 83 160 internal_value=0 -9.17987e-06 0.000232083 internal_weight=0 186.842 20.9182 internal_count=2832 2566 266 is_linear=0 shrinkage=0.000439788 Tree=4020 num_leaves=4 num_cat=0 split_feature=1456 16 3 split_gain=7.69156 7.25673 0.013061 threshold=-1.0000000180025095e-35 0.26746000000000009 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046651316259509651 3.5705372808969654e-05 -0.00024925985891735336 -0.00053990672152465474 leaf_weight=4.2724105331581077 176.62385481694946 19.139552407257725 1.8860451029613612 leaf_count=216 2291 291 30 internal_value=0 7.82307e-06 -0.000490589 internal_weight=0 195.763 6.15846 internal_count=2828 2582 246 is_linear=0 shrinkage=0.000439788 Tree=4021 num_leaves=4 num_cat=0 split_feature=1456 16 3 split_gain=7.83186 7.68832 0.0153926 threshold=-1.0000000180025095e-35 0.26746000000000009 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046725194369706512 3.649796506713888e-05 -0.00025563722411766374 -0.00054261627851498765 leaf_weight=4.3393753970158278 176.95051817077911 19.307977272139397 1.904992915689945 leaf_count=216 2291 291 30 internal_value=0 7.73554e-06 -0.000491827 internal_weight=0 196.258 6.24437 internal_count=2828 2582 246 is_linear=0 shrinkage=0.000439788 Tree=4022 num_leaves=4 num_cat=0 split_feature=1456 16 3 split_gain=7.61496 7.41426 0.00953687 threshold=-1.0000000180025095e-35 0.26746000000000009 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046711533019799318 3.323354876993997e-05 -0.00025404832098643144 -0.00053693516549268845 leaf_weight=4.3115158527507438 177.83108818141045 19.237848779768683 1.869720929302275 leaf_count=216 2291 291 30 internal_value=0 5.16723e-06 -0.000489823 internal_weight=0 197.069 6.18124 internal_count=2828 2582 246 is_linear=0 shrinkage=0.000439788 Tree=4023 num_leaves=4 num_cat=0 split_feature=1456 16 3 split_gain=7.44497 7.29718 0.0108981 threshold=-1.0000000180025095e-35 0.26746000000000009 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046570926883321315 3.3503884993068054e-05 -0.00025225586525420303 -0.00053736209122999567 leaf_weight=4.1839408910309421 176.20066269807285 19.144353549403604 1.8596444171853361 leaf_count=216 2291 291 30 internal_value=0 5.47672e-06 -0.00048938 internal_weight=0 195.345 6.04359 internal_count=2828 2582 246 is_linear=0 shrinkage=0.000439788 Tree=4024 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=10.7788 17.6815 13.8698 threshold=-0.10072999999999999 -0.069614999999999996 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7365697489936288e-05 -0.00029313473815059709 4.6613736426922023e-05 0.00052229608847862287 leaf_weight=76.434549781843089 56.741964233166073 61.967902509029955 12.182718974538146 leaf_count=519 1580 685 53 internal_value=0 -0.000115803 8.68789e-05 internal_weight=0 118.71 88.6173 internal_count=2837 2265 572 is_linear=0 shrinkage=0.000439788 Tree=4025 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=10.3186 16.6289 14.2954 threshold=-0.10072999999999999 -0.069614999999999996 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052828622748292019 -0.014979458294158561 0.0020975385951491903 0.026942788494204225 leaf_weight=74.708076842362061 55.006158324511489 59.918685456039384 11.937834720127283 leaf_count=519 1580 685 53 internal_value=0 -0.00607711 0.00417274 internal_weight=0 114.925 86.6459 internal_count=2837 2265 572 is_linear=0 shrinkage=0.0224292 Tree=4026 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=10.5018 16.6108 13.7646 threshold=-0.10072999999999999 -0.069614999999999996 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.4502464245077396e-05 -0.00029099793972280741 4.1337298314312198e-05 0.00052083955265086934 leaf_weight=75.593755252659321 55.679544442464248 60.878956372034736 12.018944503739474 leaf_count=519 1580 685 53 internal_value=0 -0.00011744 8.40615e-05 internal_weight=0 116.559 87.6127 internal_count=2837 2265 572 is_linear=0 shrinkage=0.000439788 Tree=4027 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=9.90159 16.16 13.7758 threshold=-0.10072999999999999 -0.077784999999999979 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00052054323622923175 -0.016474324159177454 0.00079170513125072478 0.026533061194167477 leaf_weight=74.718276073457673 44.7850585795386 69.676685984537471 11.849888305179773 leaf_count=519 1283 982 53 internal_value=0 -0.00596554 0.00408633 internal_weight=0 114.462 86.5682 internal_count=2837 2265 572 is_linear=0 shrinkage=0.0224292 Tree=4028 num_leaves=4 num_cat=0 split_feature=43 4 0 split_gain=6.47289 8.01625 4.66444 threshold=-0.15765999999999997 -0.48515499999999995 -0.077784999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022553632838845485 -0.020229624229316456 -0.00021495459059465879 0.017672625330136471 leaf_weight=9.1471483090426791 10.675614544190465 171.54348585735715 16.650947619928047 leaf_count=115 146 2493 109 internal_value=0 -0.00138954 0.0106104 internal_weight=0 182.219 25.7981 internal_count=2863 2639 224 is_linear=0 shrinkage=0.0224292 Tree=4029 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=6.37258 7.77412 threshold=-0.40775499999999992 -0.15765999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029073416585407626 0.012387253790106316 -0.0010021602340612118 leaf_weight=3.6813366836868218 24.815332369296812 179.41175027356076 leaf_count=97 218 2548 internal_value=0 0.000625773 internal_weight=0 204.227 internal_count=2863 2766 is_linear=0 shrinkage=0.0224292 Tree=4030 num_leaves=4 num_cat=0 split_feature=43 13 4 split_gain=5.91202 10.71 7.72523 threshold=-0.15765999999999997 0.16421000000000002 -0.48515499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026027269417024664 -0.019887584550874589 -0.0030193178216478011 -0.00017779801066768579 leaf_weight=11.664064404089006 10.604770543053744 14.076706770574672 171.47774916935305 leaf_count=80 146 144 2493 internal_value=0 0.0101523 -0.00132769 internal_weight=0 25.7408 182.083 internal_count=2863 224 2639 is_linear=0 shrinkage=0.0224292 Tree=4031 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=5.48789 8.78625 7.83712 threshold=-0.094744999999999982 0.0095750000000000019 -0.051479999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028436019127928911 -7.5885417888836785e-05 0.00020834278742487894 0.00021936712165673928 leaf_weight=7.079410365317016 141.51406244141981 24.689254597062245 37.744134952081367 leaf_count=76 2209 284 294 internal_value=0 -3.36447e-05 0.000139721 internal_weight=0 166.203 44.8235 internal_count=2863 2493 370 is_linear=0 shrinkage=0.000439788 Tree=4032 num_leaves=4 num_cat=0 split_feature=401 160 2 split_gain=5.87875 6.08217 2.63094 threshold=0.08481000000000001 0.093255000000000018 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023738422335276544 -0.025418603567409555 -0.010570915602043918 0.0023948938249978811 leaf_weight=183.57224293297622 6.2468275150749815 20.257674416643567 2.3492955393157899 leaf_count=2369 213 251 51 internal_value=0 0.00108646 -0.0178288 internal_weight=0 203.83 8.59612 internal_count=2884 2620 264 is_linear=0 shrinkage=0.0224292 Tree=4033 num_leaves=4 num_cat=0 split_feature=401 160 2 split_gain=5.69576 5.81618 2.59231 threshold=0.08481000000000001 0.093255000000000018 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023205078743415769 -0.025344398143441263 -0.01034276101351388 0.002342618037413177 leaf_weight=183.57979587753653 6.1260147938737628 20.240774034755304 2.3482893664622679 leaf_count=2369 213 251 51 internal_value=0 0.00106211 -0.0176841 internal_weight=0 203.821 8.4743 internal_count=2884 2620 264 is_linear=0 shrinkage=0.0224292 Tree=4034 num_leaves=4 num_cat=0 split_feature=457 132 48 split_gain=5.54449 6.78805 6.74213 threshold=0.082870000000000013 0.08018500000000002 0.082425000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027763061395815274 -0.0038455025937390542 0.011178263051975801 0.016974129607986242 leaf_weight=159.72349465006846 12.888046594336627 19.680011276039295 19.875445245066658 leaf_count=2368 126 279 111 internal_value=0 -0.00124451 0.00878692 internal_weight=0 179.404 32.7635 internal_count=2884 2647 237 is_linear=0 shrinkage=0.0224292 Tree=4035 num_leaves=4 num_cat=0 split_feature=401 160 2 split_gain=5.53914 5.64508 2.53178 threshold=0.08481000000000001 0.093255000000000018 0.10912000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022717324361541278 -0.025289829723323571 -0.010220500250005827 0.0022000071615236386 leaf_weight=183.4863793234108 6.0011549310293031 20.182116813433822 2.3367330996552482 leaf_count=2369 213 251 51 internal_value=0 0.001033 -0.0175982 internal_weight=0 203.668 8.33789 internal_count=2884 2620 264 is_linear=0 shrinkage=0.0224292 Tree=4036 num_leaves=4 num_cat=0 split_feature=43 4 3 split_gain=6.8447 10.8564 10.2012 threshold=-0.074359999999999996 -0.4945199999999999 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015714095263918151 -0.031874406924751304 -0.0019775727418850841 0.015357308447126829 leaf_weight=45.812023857943132 6.4155676672235122 121.29961078916676 29.376633468898945 leaf_count=768 103 1605 355 internal_value=0 -0.00348393 0.00504496 internal_weight=0 127.715 75.1887 internal_count=2831 1708 1123 is_linear=0 shrinkage=0.0224292 Tree=4037 num_leaves=4 num_cat=0 split_feature=43 4 3 split_gain=6.5506 10.6018 9.78806 threshold=-0.074359999999999996 -0.4945199999999999 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015370070930951594 -0.031728441184602496 -0.001933104274813798 0.01506403883678935 leaf_weight=45.787602579046506 6.3018960626795879 121.30706373637076 29.278321731719188 leaf_count=768 103 1605 355 internal_value=0 -0.00340906 0.00494016 internal_weight=0 127.609 75.0659 internal_count=2831 1708 1123 is_linear=0 shrinkage=0.0224292 Tree=4038 num_leaves=4 num_cat=0 split_feature=43 4 11 split_gain=6.26888 10.352 9.69664 threshold=-0.074359999999999996 -0.4945199999999999 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0069137120858013511 -0.031581704120391678 -0.0018896370138061578 -0.026477284700730522 leaf_weight=70.300984380082809 6.1905199540778986 121.31443363227299 4.6467558615840963 leaf_count=1079 103 1605 44 internal_value=0 -0.00333574 0.00483726 internal_weight=0 127.505 74.9477 internal_count=2831 1708 1123 is_linear=0 shrinkage=0.0224292 Tree=4039 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=5.82422 8.90487 threshold=0.086895000000000014 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010024340244756278 0.00025196256041304545 9.5365728552588463e-05 leaf_weight=120.26401705783792 15.630140621215103 71.913240509806201 leaf_count=1763 105 963 internal_value=0 -2.70437e-05 internal_weight=0 192.177 internal_count=2831 2726 is_linear=0 shrinkage=0.000439788 Tree=4040 num_leaves=3 num_cat=0 split_feature=11 2 split_gain=6.2823 5.77306 threshold=0.088315000000000018 0.088030000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.1403557985850262e-05 -0.00029897380869543886 0.00010253728555304633 leaf_weight=74.883601548906881 10.771801183815112 127.01440255827038 leaf_count=1344 107 1390 internal_value=0 4.54414e-05 internal_weight=0 201.898 internal_count=2841 2734 is_linear=0 shrinkage=0.000439788 Tree=4041 num_leaves=3 num_cat=0 split_feature=11 2 split_gain=6.0816 6.1205 threshold=0.088315000000000018 0.088030000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6258710020284804e-05 -0.00029381999940204502 0.00010172197935072948 leaf_weight=75.491602306312416 10.90848827769514 127.54369731293991 leaf_count=1344 107 1390 internal_value=0 4.29826e-05 internal_weight=0 203.035 internal_count=2841 2734 is_linear=0 shrinkage=0.000439788 Tree=4042 num_leaves=3 num_cat=0 split_feature=11 2 split_gain=6.02346 5.72464 threshold=0.088315000000000018 0.088030000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.3729118612375415e-05 -0.00029334741209045611 9.9486739051568251e-05 leaf_weight=74.930371847294737 10.852456493070347 127.22749422292691 leaf_count=1344 107 1390 internal_value=0 4.26971e-05 internal_weight=0 202.158 internal_count=2841 2734 is_linear=0 shrinkage=0.000439788 Tree=4043 num_leaves=3 num_cat=0 split_feature=11 2 split_gain=6.16843 6.12908 threshold=0.088315000000000018 0.088030000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.5625493973785762e-05 -0.00029519171258357032 0.00010230778037116949 leaf_weight=75.588025127537549 10.930726030841468 127.95635877570021 leaf_count=1344 107 1390 internal_value=0 4.36581e-05 internal_weight=0 203.544 internal_count=2841 2734 is_linear=0 shrinkage=0.000439788 Tree=4044 num_leaves=4 num_cat=0 split_feature=133 0 3 split_gain=7.028 7.19377 3.80784 threshold=-0.095754999999999993 -0.10072999999999999 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001791124163187075 0.00011633582835730478 -5.3311184953100061e-05 -0.00040369813441851465 leaf_weight=2.6370697137899688 83.493248048005626 114.78767217471614 11.934433280490337 leaf_count=24 495 1930 336 internal_value=0 1.81291e-05 -0.000298128 internal_weight=0 198.281 14.5715 internal_count=2785 2425 360 is_linear=0 shrinkage=0.000439788 Tree=4045 num_leaves=4 num_cat=0 split_feature=133 0 3 split_gain=6.54805 6.73823 3.79322 threshold=-0.095754999999999993 -0.10072999999999999 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0095418731400614288 0.0057842819665593305 -0.0027183341031676886 -0.020575929526329938 leaf_weight=2.56861215410754 81.521214494248852 110.31833370587265 11.365882868354673 leaf_count=24 495 1930 336 internal_value=0 0.000895024 -0.0150187 internal_weight=0 191.84 13.9345 internal_count=2785 2425 360 is_linear=0 shrinkage=0.0224292 Tree=4046 num_leaves=4 num_cat=0 split_feature=133 0 3 split_gain=6.66691 6.83628 3.68729 threshold=-0.095754999999999993 -0.10072999999999999 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017702183904285172 0.00011271670072645666 -5.4150483364345398e-05 -0.00040165793372466094 leaf_weight=2.5965702957473686 82.2937923213467 112.21451735307346 11.589501431793904 leaf_count=24 495 1930 336 internal_value=0 1.64529e-05 -0.000295643 internal_weight=0 194.508 14.1861 internal_count=2785 2425 360 is_linear=0 shrinkage=0.000439788 Tree=4047 num_leaves=4 num_cat=0 split_feature=133 0 3 split_gain=6.32093 6.44875 3.67624 threshold=-0.095754999999999993 -0.10072999999999999 -0.11516999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0093182506579016638 0.0056616068421412391 -0.0026593204701181304 -0.020359610914978395 leaf_weight=2.569522851612418 81.426050733076409 110.30826083893771 11.234016189177053 leaf_count=24 495 1930 336 internal_value=0 0.000874637 -0.0148298 internal_weight=0 191.734 13.8035 internal_count=2785 2425 360 is_linear=0 shrinkage=0.0224292 Tree=4048 num_leaves=4 num_cat=0 split_feature=483 1374 481 split_gain=6.03237 5.91457 4.44964 threshold=0.088030000000000011 -0.094679999999999986 -0.076214999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020719917164480319 0.0093586090730032549 0.0021863618724981436 -0.025190768482728346 leaf_weight=5.8236909769475451 2.5017175205866806 192.6931370850798 7.370494414935818 leaf_count=43 54 2556 204 internal_value=0 0.00151246 -0.0164344 internal_weight=0 198.517 9.87221 internal_count=2857 2599 258 is_linear=0 shrinkage=0.0224292 Tree=4049 num_leaves=3 num_cat=0 split_feature=51 483 split_gain=5.88406 5.68732 threshold=-0.40775499999999992 0.088030000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02773847782614846 0.0019685886748253712 -0.015844998256378459 leaf_weight=3.5913115023286073 195.31036474612483 9.4337331376154889 leaf_count=97 2520 240 internal_value=0 0.00114641 internal_weight=0 204.744 internal_count=2857 2760 is_linear=0 shrinkage=0.0224292 Tree=4050 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=5.7261 5.99787 threshold=-0.40775499999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053714519846949512 4.1612342378245581e-05 -0.00025481876255283546 leaf_weight=3.5896023823297574 195.41925085283583 14.139343240036395 leaf_count=97 2437 323 internal_value=0 2.15901e-05 internal_weight=0 209.559 internal_count=2857 2760 is_linear=0 shrinkage=0.000439788 Tree=4051 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=5.72505 5.87786 threshold=-0.40775499999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027639796915551226 0.0021441935794105638 -0.012971600045987639 leaf_weight=3.5232056771637863 190.94946762867039 13.863320992895749 leaf_count=97 2437 323 internal_value=0 0.00111993 internal_weight=0 204.813 internal_count=2857 2760 is_linear=0 shrinkage=0.0224292 Tree=4052 num_leaves=3 num_cat=0 split_feature=48 403 split_gain=6.52668 6.4256 threshold=0.11978500000000002 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020372519563766348 -0.013479514194079669 0.0030159213174211141 leaf_weight=6.0840656516957088 14.188226922880856 186.24243414460216 leaf_count=340 116 2411 internal_value=0 0.0022741 internal_weight=0 192.326 internal_count=2867 2751 is_linear=0 shrinkage=0.0224292 Tree=4053 num_leaves=3 num_cat=0 split_feature=48 403 split_gain=6.23009 6.22163 threshold=0.11978500000000002 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020249025972408456 -0.013156444278783628 0.0029480818435679186 leaf_weight=5.985114411043468 14.210798659478312 186.25502775565838 leaf_count=340 116 2411 internal_value=0 0.00222393 internal_weight=0 192.24 internal_count=2867 2751 is_linear=0 shrinkage=0.0224292 Tree=4054 num_leaves=4 num_cat=0 split_feature=403 484 1 split_gain=5.9289 5.94599 0.372994 threshold=-0.092224999999999988 0.089025000000000007 0.091105000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045588329136995477 5.495642829553415e-05 -0.00025299229412330021 -0.00019773451258044776 leaf_weight=4.8479589099297291 190.85067088843789 12.931016066271694 1.4485845554154364 leaf_count=292 2282 240 53 internal_value=0 3.53936e-05 -0.000397271 internal_weight=0 203.782 6.29654 internal_count=2867 2522 345 is_linear=0 shrinkage=0.000439788 Tree=4055 num_leaves=3 num_cat=0 split_feature=48 403 split_gain=5.94038 6.02305 threshold=0.11978500000000002 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020119552464619342 -0.012831438964657818 0.0028804508543234285 leaf_weight=5.8905420247465363 14.238199116312897 186.32941026889603 leaf_count=340 116 2411 internal_value=0 0.00217369 internal_weight=0 192.22 internal_count=2867 2751 is_linear=0 shrinkage=0.0224292 Tree=4056 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=7.10114 10.6159 threshold=0.086545000000000011 -0.24921999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039330482513345774 -0.00042390964957676329 1.71850521096734e-05 leaf_weight=15.665049999253823 6.4119608240434891 194.5989460303681 leaf_count=115 61 2633 internal_value=0 4.52398e-05 internal_weight=0 210.264 internal_count=2809 2748 is_linear=0 shrinkage=0.000439788 Tree=4057 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=7.53695 9.81801 threshold=0.086545000000000011 -0.24921999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019777642748821048 -0.022772554948787327 0.00096843545674620815 leaf_weight=15.058587377890943 6.1653184765018514 188.504445056431 leaf_count=115 61 2633 internal_value=0 0.00236157 internal_weight=0 203.563 internal_count=2809 2748 is_linear=0 shrinkage=0.0224292 Tree=4058 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=7.19383 9.51903 threshold=0.086545000000000011 -0.24921999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019570251368771226 -0.022224112044050625 0.00094666253556861867 leaf_weight=14.879075832897795 6.1761179157183497 188.51507165026851 leaf_count=115 61 2633 internal_value=0 0.00231076 internal_weight=0 203.394 internal_count=2809 2748 is_linear=0 shrinkage=0.0224292 Tree=4059 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=6.53542 9.60184 threshold=0.086545000000000011 -0.24921999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038293203571079034 -0.00040906894512933965 1.8102146427234281e-05 leaf_weight=15.029126432957126 6.3090116945095351 191.70941052091075 leaf_count=115 61 2633 internal_value=0 4.46568e-05 internal_weight=0 206.739 internal_count=2809 2748 is_linear=0 shrinkage=0.000439788 Tree=4060 num_leaves=3 num_cat=0 split_feature=39 50 split_gain=6.19523 6.65168 threshold=-0.042029999999999991 0.08568000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039900149731475997 5.8257248239875035e-05 -0.00020978376275470543 leaf_weight=6.622257887152954 186.5978072611033 19.788599381543463 leaf_count=51 2249 518 internal_value=0 3.25401e-05 internal_weight=0 206.386 internal_count=2818 2767 is_linear=0 shrinkage=0.000439788 Tree=4061 num_leaves=3 num_cat=0 split_feature=39 50 split_gain=6.46575 6.3685 threshold=-0.042029999999999991 0.08568000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020990019890050535 0.0029297824906526653 -0.01061978793752901 leaf_weight=6.5366239827126256 183.55852779792622 19.265105182043044 leaf_count=51 2249 518 internal_value=0 0.0016419 internal_weight=0 202.824 internal_count=2818 2767 is_linear=0 shrinkage=0.0224292 Tree=4062 num_leaves=3 num_cat=0 split_feature=39 131 split_gain=6.16642 6.1334 threshold=-0.042029999999999991 0.087580000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020470569301681129 0.0029283779007710717 -0.0098957672027514491 leaf_weight=6.5524650239385656 181.85229875211371 20.901065068785101 leaf_count=51 2332 435 internal_value=0 0.00160558 internal_weight=0 202.753 internal_count=2818 2767 is_linear=0 shrinkage=0.0224292 Tree=4063 num_leaves=3 num_cat=0 split_feature=39 50 split_gain=5.88109 6.07716 threshold=-0.042029999999999991 0.08568000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019964790492720486 0.0028266229127806744 -0.01042750822039033 leaf_weight=6.5680766412988296 183.50107273692265 19.207512993249111 leaf_count=51 2249 518 internal_value=0 0.00156987 internal_weight=0 202.709 internal_count=2818 2767 is_linear=0 shrinkage=0.0224292 Tree=4064 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=6.06788 11.5439 11.0171 threshold=0.077020000000000019 0.084985000000000019 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011446436880129248 -0.0224696310669537 0.0079062936844192556 0.0042373198903918963 leaf_weight=51.462165746648679 8.2988088191486877 22.173230243555736 118.08995324047282 leaf_count=941 141 545 1211 internal_value=0 -0.00561837 0.00248059 internal_weight=0 73.6354 126.389 internal_count=2838 1486 1352 is_linear=0 shrinkage=0.0224292 Tree=4065 num_leaves=4 num_cat=0 split_feature=1 15 4 split_gain=5.8083 11.0656 10.6204 threshold=0.077020000000000019 0.084985000000000019 -0.40145499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011233894768807064 -0.022210980922464808 0.0077008564589428992 0.004145625824450697 leaf_weight=51.262369220610708 8.208397538866846 22.253738459781744 117.99614934599958 leaf_count=941 141 545 1211 internal_value=0 -0.00550173 0.00242828 internal_weight=0 73.5161 126.205 internal_count=2838 1486 1352 is_linear=0 shrinkage=0.0224292 Tree=4066 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=6.28286 10.9298 10.2121 threshold=0.077020000000000019 -0.40145499999999995 0.084985000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021815526131992055 -0.00043033978694179614 8.3568136589687162e-05 0.00013485399267576553 leaf_weight=52.085822436696617 8.5558189763687533 120.32866374554578 22.764323930081446 leaf_count=941 141 1211 545 internal_value=0 4.93944e-05 -0.000110787 internal_weight=0 128.884 74.8501 internal_count=2838 1352 1486 is_linear=0 shrinkage=0.000439788 Tree=4067 num_leaves=4 num_cat=0 split_feature=160 1 484 split_gain=5.76061 9.42171 6.75101 threshold=0.091525000000000009 0.094405000000000003 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016361078907753689 -0.022797566419308284 0.0072441336088887856 0.0019784094856413123 leaf_weight=10.730052826576864 13.6467319992953 8.5178166721016151 166.60772094487038 leaf_count=342 198 71 2227 internal_value=0 -0.0112563 0.000867113 internal_weight=0 22.1645 177.338 internal_count=2838 269 2569 is_linear=0 shrinkage=0.0224292 Tree=4068 num_leaves=4 num_cat=0 split_feature=376 44 52 split_gain=7.46522 6.11265 2.35629 threshold=0.048375000000000008 0.085085000000000008 -0.023474999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3426228488607288e-05 8.9899147716139221e-05 -0.00052632566467153169 0.00045060928187027976 leaf_weight=184.85032430673891 6.4929817116353661 4.9789652880281201 7.6163240278838185 leaf_count=2647 80 40 69 internal_value=0 -4.64059e-05 0.000284959 internal_weight=0 189.829 14.1093 internal_count=2836 2687 149 is_linear=0 shrinkage=0.000439788 Tree=4069 num_leaves=4 num_cat=0 split_feature=13 15 39 split_gain=7.99458 10.051 9.89422 threshold=-0.094744999999999982 -0.087784999999999988 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0060032589406742182 -0.005887949867688415 0.015645153210615284 0.010251675111731688 leaf_weight=17.738837955752388 132.55816062675149 27.486945747165009 22.308367799443658 leaf_count=165 2184 199 288 internal_value=0 0.00715508 -0.00356208 internal_weight=0 45.2258 154.867 internal_count=2836 364 2472 is_linear=0 shrinkage=0.0224292 Tree=4070 num_leaves=4 num_cat=0 split_feature=13 48 376 split_gain=8.21575 9.31674 9.04932 threshold=-0.094744999999999982 0.084705000000000016 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028095601857613023 -9.8640068123212411e-05 -0.00013968071372086517 0.00028222007858996702 leaf_weight=31.146715372335166 145.5079277070472 15.113823464140294 13.138786316267213 leaf_count=251 2333 113 139 internal_value=0 0.000143528 -6.70679e-05 internal_weight=0 46.2605 158.647 internal_count=2836 364 2472 is_linear=0 shrinkage=0.000439788 Tree=4071 num_leaves=4 num_cat=0 split_feature=13 39 48 split_gain=7.83528 9.96244 9.62244 threshold=-0.094744999999999982 0.0095750000000000019 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027811219660386736 -0.00011395492243567641 0.00020085852124993698 -0.00015196202222299163 leaf_weight=30.910438667982817 134.42798934983148 22.711241778510157 14.899069028906522 leaf_count=251 2184 288 113 internal_value=0 -6.84362e-05 0.00013823 internal_weight=0 157.139 45.8095 internal_count=2836 2472 364 is_linear=0 shrinkage=0.000439788 Tree=4072 num_leaves=4 num_cat=0 split_feature=12 160 474 split_gain=7.53558 9.10854 8.91206 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.084420000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7621377015565357e-05 -0.00029141093250010326 7.4235872764981803e-06 0.00040738615700184244 leaf_weight=84.130853903247043 25.682476962945657 84.86988164880313 15.804800751386209 leaf_count=649 668 1424 102 internal_value=0 -6.20371e-05 0.000104585 internal_weight=0 110.552 99.9357 internal_count=2843 2092 751 is_linear=0 shrinkage=0.000439788 Tree=4073 num_leaves=4 num_cat=0 split_feature=52 3 52 split_gain=6.58255 8.00823 7.00063 threshold=0.18829500000000002 0.11500500000000001 0.14114500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00093947589441591302 -0.024500549073624926 0.020032192931812322 0.022757716133741751 leaf_weight=184.59357136202743 9.65092096372973 2.5561542240902773 7.6880968299228689 leaf_count=2478 314 11 40 internal_value=0 -0.0151587 0.00181402 internal_weight=0 12.2071 192.282 internal_count=2843 325 2518 is_linear=0 shrinkage=0.0224292 Tree=4074 num_leaves=4 num_cat=0 split_feature=52 3 52 split_gain=6.89424 7.02238 6.83959 threshold=0.18829500000000002 0.11429000000000002 0.14114500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8218197378891237e-05 -0.00047904746843810886 0.00031134673407393515 0.0004386572912439509 leaf_weight=188.39136013452662 9.6797467100550403 2.7878324585035434 7.7742078728042534 leaf_count=2478 312 13 40 internal_value=0 -0.000302104 3.49216e-05 internal_weight=0 12.4676 196.166 internal_count=2843 325 2518 is_linear=0 shrinkage=0.000439788 Tree=4075 num_leaves=4 num_cat=0 split_feature=52 3 52 split_gain=6.37128 7.76438 6.71322 threshold=0.18829500000000002 0.11500500000000001 0.14114500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00091823086895042151 -0.024319757758735659 0.01972772592650401 0.022315216423880485 leaf_weight=184.66699826193508 9.5109715290309378 2.5369029864668837 7.6644862252287558 leaf_count=2478 314 11 40 internal_value=0 -0.0150282 0.00177304 internal_weight=0 12.0479 192.331 internal_count=2843 325 2518 is_linear=0 shrinkage=0.0224292 Tree=4076 num_leaves=4 num_cat=0 split_feature=2 156 150 split_gain=6.90787 7.89743 7.42695 threshold=0.086635000000000004 0.084190000000000015 -0.094239999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025212784511879173 0.005578717347516123 -0.010102141197413667 -0.0071529515672772775 leaf_weight=3.7582474695518604 116.81955152544833 18.732606944511645 64.112986471212935 leaf_count=23 1401 286 1137 internal_value=0 0.00341059 -0.00535417 internal_weight=0 135.552 67.8712 internal_count=2847 1687 1160 is_linear=0 shrinkage=0.0224292 Tree=4077 num_leaves=4 num_cat=0 split_feature=2 157 156 split_gain=6.6097 9.13436 7.55122 threshold=0.086635000000000004 -0.080514999999999989 0.084190000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018229463556920272 0.0054562835786523449 -0.0081310998446171741 -0.0098809194005930034 leaf_weight=7.4085849018301806 116.76298505587329 60.334228536637966 18.722982538456563 leaf_count=82 1401 1078 286 internal_value=0 -0.00524389 0.00333572 internal_weight=0 67.7428 135.486 internal_count=2847 1160 1687 is_linear=0 shrinkage=0.0224292 Tree=4078 num_leaves=4 num_cat=0 split_feature=4 131 1 split_gain=6.44269 7.13649 0.886269 threshold=0.5046250000000001 0.088495000000000004 0.11584000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7973367167369353e-05 0.00017907837327430583 -0.00027706291001185229 0.00046596863052831075 leaf_weight=180.30797405149497 3.2252342924475652 17.366743241786025 6.0470893263118342 leaf_count=2298 28 369 152 internal_value=0 -7.97134e-06 0.000366751 internal_weight=0 197.675 9.27232 internal_count=2847 2667 180 is_linear=0 shrinkage=0.000439788 Tree=4079 num_leaves=4 num_cat=0 split_feature=2 157 156 split_gain=6.32338 8.73945 7.21821 threshold=0.086635000000000004 -0.080514999999999989 0.084190000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017826210110235698 0.0053347715607230664 -0.0079620828245387382 -0.009660826844632011 leaf_weight=7.4074402296100734 116.75071841085446 60.245592322491575 18.722130093723536 leaf_count=82 1401 1078 286 internal_value=0 -0.00513425 0.00326133 internal_weight=0 67.653 135.473 internal_count=2847 1160 1687 is_linear=0 shrinkage=0.0224292 Tree=4080 num_leaves=3 num_cat=0 split_feature=52 48 split_gain=7.08343 6.73652 threshold=-0.53320999999999985 -0.092609999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047057868388046531 -0.00039880387817035001 7.403176286236209e-05 leaf_weight=4.9471773512777864 5.9776149168610564 207.25093652823125 leaf_count=183 42 2650 internal_value=0 6.07418e-05 internal_weight=0 213.229 internal_count=2875 2692 is_linear=0 shrinkage=0.000439788 Tree=4081 num_leaves=3 num_cat=0 split_feature=52 48 split_gain=6.90872 6.83659 threshold=-0.53320999999999985 -0.092609999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023978945252189195 -0.020608779229507379 0.0037784029439726237 leaf_weight=4.8339819830725892 5.9323256574571124 204.5723949544772 leaf_count=183 42 2650 internal_value=0 0.00308933 internal_weight=0 210.505 internal_count=2875 2692 is_linear=0 shrinkage=0.0224292 Tree=4082 num_leaves=3 num_cat=0 split_feature=52 48 split_gain=6.85369 6.50336 threshold=-0.53320999999999985 -0.092609999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004699389379854302 -0.00039201749946229009 7.0587402626586741e-05 leaf_weight=4.8539562608930273 6.0296643963083616 208.15119285136461 leaf_count=183 42 2650 internal_value=0 5.75303e-05 internal_weight=0 214.181 internal_count=2875 2692 is_linear=0 shrinkage=0.000439788 Tree=4083 num_leaves=3 num_cat=0 split_feature=48 11 split_gain=6.42702 8.18843 threshold=-0.092609999999999984 0.081130000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020192683060902463 0.0043023277530472564 -0.013091951743858883 leaf_weight=6.1229953709989777 194.5851633704151 14.620729002635924 leaf_count=50 2648 177 internal_value=0 0.00308561 internal_weight=0 209.206 internal_count=2875 2825 is_linear=0 shrinkage=0.0224292 Tree=4084 num_leaves=4 num_cat=0 split_feature=12 3 456 split_gain=6.8325 17.0609 6.97598 threshold=0.092355000000000007 0.10805000000000002 0.084065000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.4271016682861874e-05 -0.00028139596555706961 0.00043665917283042553 -0.00032067521771307904 leaf_weight=149.29471525573172 36.296726957603823 7.7512570936232796 9.6777245012926851 leaf_count=1831 822 26 165 internal_value=0 -0.000154903 4.0801e-05 internal_weight=0 44.048 158.972 internal_count=2844 848 1996 is_linear=0 shrinkage=0.000439788 Tree=4085 num_leaves=4 num_cat=0 split_feature=131 13 1 split_gain=8.28673 7.79493 4.06665 threshold=0.08956500000000002 -0.24921999999999997 0.10823000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030373644704355336 -0.00051382528198645663 -7.4491191107737524e-06 -4.2029619647465453e-05 leaf_weight=17.082872458966449 8.701544509502126 173.68083905591629 5.9469497117679557 leaf_count=123 276 2333 112 internal_value=0 2.04451e-05 -0.000322591 internal_weight=0 190.764 14.6485 internal_count=2844 2456 388 is_linear=0 shrinkage=0.000439788 Tree=4086 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=8.33156 7.41301 4.22786 threshold=0.08956500000000002 -0.24921999999999997 0.081685000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030083935969994074 0.00025487239988562571 -3.484076104503409e-06 -0.00041918568728100791 leaf_weight=16.985227774595842 2.0911877939943215 172.86058741240413 12.415274708531795 leaf_count=123 55 2333 333 internal_value=0 2.37708e-05 -0.000321809 internal_weight=0 189.846 14.5065 internal_count=2844 2456 388 is_linear=0 shrinkage=0.000439788 Tree=4087 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=8.06814 7.08143 2.07874 threshold=0.097425000000000012 -0.24921999999999997 0.08733500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014769802898127531 -0.0021133779495742214 -0.00052989511541426957 -0.029875407747035038 leaf_weight=16.644662316422909 1.7973004623781879 175.50813501790981 5.5559875364415348 leaf_count=129 63 2469 183 internal_value=0 0.000796731 -0.0231128 internal_weight=0 192.153 7.35329 internal_count=2844 2598 246 is_linear=0 shrinkage=0.0224292 Tree=4088 num_leaves=4 num_cat=0 split_feature=401 151 2 split_gain=5.55687 5.13011 0.752506 threshold=0.087020000000000014 -0.29526499999999994 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018991093892990227 -0.025120811251204616 0.0020320451989428718 -0.0090511739040581556 leaf_weight=6.000047637266106 4.2651066130492827 195.49423679281608 2.2753706864314154 leaf_count=67 158 2547 53 internal_value=0 0.00140428 -0.019573 internal_weight=0 201.494 6.54048 internal_count=2825 2614 211 is_linear=0 shrinkage=0.0224292 Tree=4089 num_leaves=4 num_cat=0 split_feature=401 151 2 split_gain=5.37376 4.9175 0.753896 threshold=0.087020000000000014 -0.29526499999999994 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018630325642554978 -0.025014084700707012 0.00198647176109517 -0.0088699419386812986 leaf_weight=5.9796566090080878 4.1881838075350961 195.49429156004044 2.2702329913154244 leaf_count=67 158 2547 53 internal_value=0 0.00137287 -0.019382 internal_weight=0 201.474 6.45842 internal_count=2825 2614 211 is_linear=0 shrinkage=0.0224292 Tree=4090 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=5.21529 10.75 6.78413 threshold=0.10100500000000003 0.093225000000000016 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042698862193787162 0.011288288546605711 0.014386501756257919 -0.0029129337256344544 leaf_weight=119.29547204852861 42.662589815328829 17.844910022802651 28.029638171195984 leaf_count=1943 488 174 220 internal_value=0 -0.00184062 0.0056582 internal_weight=0 137.14 70.6922 internal_count=2825 2117 708 is_linear=0 shrinkage=0.0224292 Tree=4091 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=5.61599 10.2733 4.91632 threshold=0.10100500000000003 0.093225000000000016 -0.14816999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2889283599620945e-05 -7.2728976809344632e-05 0.00027221764845938726 0.00018476351274408841 leaf_weight=121.18522510840558 19.722831574268639 18.09306840505451 52.460323871229775 leaf_count=1943 126 174 582 internal_value=0 -3.67278e-05 0.000114407 internal_weight=0 139.278 72.1832 internal_count=2825 2117 708 is_linear=0 shrinkage=0.000439788 Tree=4092 num_leaves=3 num_cat=0 split_feature=14 1 split_gain=7.26104 7.98078 threshold=0.077685000000000018 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0050395481924728671 -0.024932249173928816 0.0044657487640424763 leaf_weight=69.655912740301574 5.5605115891667074 122.6583792520687 leaf_count=1447 96 1301 internal_value=0 0.00102279 internal_weight=0 192.314 internal_count=2844 2748 is_linear=0 shrinkage=0.0224292 Tree=4093 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=6.84921 17.5388 11.8237 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036703920465950039 3.0420514879529312e-05 7.6390360514535588e-05 0.00056878576980752462 leaf_weight=29.081268200650811 122.28677711589262 42.359007541585015 8.4154891988728178 leaf_count=723 1275 732 114 internal_value=0 -0.000104167 6.51621e-05 internal_weight=0 71.4403 130.702 internal_count=2844 1455 1389 is_linear=0 shrinkage=0.000439788 Tree=4094 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=7.2245 16.4302 12.1536 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038550183604291676 -1.7574182214707858e-06 3.6082543640427906e-05 0.00054838999303357034 leaf_weight=30.558691584417829 120.33888471464161 43.04840555487317 8.2834046205971372 leaf_count=723 1275 732 114 internal_value=0 -0.000138997 3.37488e-05 internal_weight=0 73.6071 128.622 internal_count=2844 1455 1389 is_linear=0 shrinkage=0.000439788 Tree=4095 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=7.47268 17.1954 11.9191 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003683464868066432 3.291284032808322e-05 6.9429150875020216e-05 0.00057539262438191453 leaf_weight=29.25802466814639 121.99275962705724 42.600226081936853 8.352372913155703 leaf_count=723 1275 732 114 internal_value=0 -0.000108867 6.77535e-05 internal_weight=0 71.8583 130.345 internal_count=2844 1455 1389 is_linear=0 shrinkage=0.000439788 Tree=4096 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=6.40495 5.88501 0.745867 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.058535000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049246551353015425 -0.00030596122649543324 3.9748399020266393e-05 -0.00016856307866793837 leaf_weight=5.1153152134793336 10.025531680672428 183.69960485876072 1.9148750807507893 leaf_count=210 413 2166 59 internal_value=0 2.18291e-05 -0.000404937 internal_weight=0 193.725 7.03019 internal_count=2848 2579 269 is_linear=0 shrinkage=0.000439788 Tree=4097 num_leaves=3 num_cat=0 split_feature=51 1213 split_gain=5.49521 5.39264 threshold=-0.41122499999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027025138664752181 -0.015424270759322291 0.0017406743587241734 leaf_weight=3.5981703563593319 9.6758536517736484 183.1521290155797 leaf_count=104 434 2310 internal_value=0 0.000877918 internal_weight=0 192.828 internal_count=2848 2744 is_linear=0 shrinkage=0.0224292 Tree=4098 num_leaves=4 num_cat=0 split_feature=1456 1456 160 split_gain=5.98517 5.48415 0.840406 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.059580000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049114810451191286 3.4230700156517144e-05 -0.00035546686621330755 -0.000137456358441283 leaf_weight=5.0295229503681176 185.68030918046134 7.2385317433509035 1.7749069810961371 leaf_count=212 2332 247 57 internal_value=0 1.95751e-05 -0.000399532 internal_weight=0 192.919 6.80443 internal_count=2848 2579 269 is_linear=0 shrinkage=0.000439788 Tree=4099 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=5.71344 5.39472 0.678888 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.058535000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049389521509598893 -0.00032117673396234869 5.3039028973559579e-06 -0.00018718099412485021 leaf_weight=5.2269985447928766 10.323955417377872 182.75974334427156 1.9468452241271732 leaf_count=210 413 2166 59 internal_value=0 -1.21827e-05 -0.000411377 internal_weight=0 193.084 7.17384 internal_count=2848 2579 269 is_linear=0 shrinkage=0.000439788 Tree=4100 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=8.66222 7.39456 threshold=-0.094679999999999986 0.079930000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052985841115845127 -1.4678100466993747e-05 0.0002385413598975846 leaf_weight=5.7214192897081366 171.93993167125154 25.610710672335699 leaf_count=48 2568 194 internal_value=0 1.81695e-05 internal_weight=0 197.551 internal_count=2810 2762 is_linear=0 shrinkage=0.000439788 Tree=4101 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=8.93727 7.11333 threshold=-0.094679999999999986 0.082335000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027545005828177961 -0.00069322426073250079 0.012263921152648795 leaf_weight=5.6839014124125233 168.60255561838858 24.380067884223536 leaf_count=48 2572 190 internal_value=0 0.000944741 internal_weight=0 192.983 internal_count=2810 2762 is_linear=0 shrinkage=0.0224292 Tree=4102 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=8.56016 6.81097 threshold=-0.094679999999999986 0.082335000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026987254516720849 -0.00067771465737872345 0.012011214989386695 leaf_weight=5.6717844177037469 168.59342238586396 24.335585724096745 leaf_count=48 2572 190 internal_value=0 0.000923865 internal_weight=0 192.929 internal_count=2810 2762 is_linear=0 shrinkage=0.0224292 Tree=4103 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=8.04145 6.53499 threshold=-0.094679999999999986 0.079930000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051081049536211515 -1.3161971068391079e-05 0.00022566851275150426 leaf_weight=5.7116948608309022 171.64942583433003 25.424465070478618 leaf_count=48 2568 194 internal_value=0 1.76684e-05 internal_weight=0 197.074 internal_count=2810 2762 is_linear=0 shrinkage=0.000439788 Tree=4104 num_leaves=4 num_cat=0 split_feature=13 13 0 split_gain=6.67392 12.4436 4.90446 threshold=-0.094744999999999982 -0.033899999999999993 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030191942205221355 -0.011419034531845505 0.0023984233764324614 0.018933406826281168 leaf_weight=29.340225541498512 45.937095172994304 114.41589277976891 14.572487691184504 leaf_count=264 1179 1280 93 internal_value=0 -0.00156082 0.00830628 internal_weight=0 160.353 43.9127 internal_count=2816 2459 357 is_linear=0 shrinkage=0.0224292 Tree=4105 num_leaves=4 num_cat=0 split_feature=403 15 457 split_gain=6.57716 15.0401 10.2161 threshold=0.03138500000000001 0.085205000000000017 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031992315473993024 -0.001243354449020205 0.038917753484661352 0.010936469943367345 leaf_weight=152.13934126644745 13.719594569760377 7.10838193015661 30.933588378829882 leaf_count=2285 188 142 201 internal_value=0 0.0124863 -0.00080985 internal_weight=0 20.828 183.073 internal_count=2816 330 2486 is_linear=0 shrinkage=0.0224292 Tree=4106 num_leaves=4 num_cat=0 split_feature=403 0 457 split_gain=6.22845 13.9809 9.77866 threshold=0.03138500000000001 -0.084184999999999996 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031278270536271597 -0.0080158529514535847 0.028713685611018357 0.010714197893874264 leaf_weight=152.12285922578303 9.511036922689529 11.501281911274416 30.868258549133316 leaf_count=2285 163 167 201 internal_value=0 0.0120962 -0.00079198 internal_weight=0 21.0123 182.991 internal_count=2816 330 2486 is_linear=0 shrinkage=0.0224292 Tree=4107 num_leaves=4 num_cat=0 split_feature=13 13 0 split_gain=6.54902 11.8522 4.66946 threshold=-0.094744999999999982 -0.033899999999999993 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030525792087655857 -0.01123147643127682 0.0022777246503489618 0.018601910008527213 leaf_weight=29.36750662047416 45.707705700013321 114.41660166307702 14.507034425390883 leaf_count=264 1179 1280 93 internal_value=0 -0.00157937 0.00819979 internal_weight=0 160.124 43.8745 internal_count=2816 2459 357 is_linear=0 shrinkage=0.0224292 Tree=4108 num_leaves=4 num_cat=0 split_feature=15 156 14 split_gain=7.39987 6.8749 1.64171 threshold=-0.34809999999999997 0.10477500000000002 -0.45687499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010957986892327658 -2.3676087700722232e-05 -0.00053848051991918337 0.00044029791504715434 leaf_weight=4.7194528951076791 182.52849166290252 5.1401086545083663 7.5916429990902525 leaf_count=57 2510 122 145 internal_value=0 -3.78296e-05 0.000313883 internal_weight=0 187.669 12.3111 internal_count=2834 2632 202 is_linear=0 shrinkage=0.000439788 Tree=4109 num_leaves=4 num_cat=0 split_feature=15 156 14 split_gain=7.56644 6.85254 1.60361 threshold=-0.34809999999999997 0.10477500000000002 -0.45687499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011335617011811895 -2.4535839768068189e-05 -0.00053876987448668741 0.00043985105466579641 leaf_weight=4.7071605056989938 183.12196620934992 5.1341208019293836 7.6727323867380601 leaf_count=57 2510 122 145 internal_value=0 -3.86132e-05 0.000316075 internal_weight=0 188.256 12.3799 internal_count=2834 2632 202 is_linear=0 shrinkage=0.000439788 Tree=4110 num_leaves=4 num_cat=0 split_feature=4 156 1 split_gain=7.29365 5.69015 0.188437 threshold=0.50666500000000003 0.10477500000000002 0.11530500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2494226379557236e-05 0.00031693700768235653 -0.00046846508171773219 0.00046369444286025255 leaf_weight=189.2891615658591 3.097821168601512 5.6811344147426999 4.4535416486905888 leaf_count=2560 24 124 126 internal_value=0 -3.55337e-05 0.000404441 internal_weight=0 194.97 7.55136 internal_count=2834 2684 150 is_linear=0 shrinkage=0.000439788 Tree=4111 num_leaves=4 num_cat=0 split_feature=15 156 14 split_gain=7.11412 6.7947 1.65382 threshold=-0.34809999999999997 0.10477500000000002 -0.45687499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0052706872614580683 -0.0012412371737832327 -0.027564322462622502 0.022426627393824075 leaf_weight=4.5979514467762783 180.06469610182103 5.0531172142364076 7.3801956200040859 leaf_count=57 2510 122 145 internal_value=0 -0.00196254 0.01586 internal_weight=0 185.118 11.9781 internal_count=2834 2632 202 is_linear=0 shrinkage=0.0224292 Tree=4112 num_leaves=4 num_cat=0 split_feature=42 123 2 split_gain=8.65177 8.54154 1.05808 threshold=-0.11244999999999998 1.0000000180025095e-35 0.074875000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070368984818539211 -3.0319716704002653e-05 0.00029631430554161723 -0.00035643431574957778 leaf_weight=2.7204041108489028 179.57924796332372 16.926562750944868 4.7071741330582881 leaf_count=30 2422 243 140 internal_value=0 -2.15815e-06 -0.000485097 internal_weight=0 196.506 7.42758 internal_count=2835 2665 170 is_linear=0 shrinkage=0.000439788 Tree=4113 num_leaves=4 num_cat=0 split_feature=42 123 2 split_gain=8.6072 8.20827 1.06615 threshold=-0.11244999999999998 1.0000000180025095e-35 0.074875000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.036027499116162598 -0.001490552722371942 0.015008432194682368 -0.018142157970693143 leaf_weight=2.7104213484562925 177.05953200371005 16.571395192062482 4.5841285950446036 leaf_count=30 2422 243 140 internal_value=0 -7.71899e-05 -0.0248645 internal_weight=0 193.631 7.29455 internal_count=2835 2665 170 is_linear=0 shrinkage=0.0224292 Tree=4114 num_leaves=4 num_cat=0 split_feature=42 123 43 split_gain=8.27367 7.91483 1.73693 threshold=-0.11244999999999998 1.0000000180025095e-35 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034913191387950585 -0.0014572997316055624 0.01481557203806946 -0.012859103289037659 leaf_weight=3.7900331886485219 177.03847718570614 16.412645833916031 3.4658062789967508 leaf_count=58 2422 243 112 internal_value=0 -7.53622e-05 -0.0244403 internal_weight=0 193.451 7.25584 internal_count=2835 2665 170 is_linear=0 shrinkage=0.0224292 Tree=4115 num_leaves=4 num_cat=0 split_feature=42 123 43 split_gain=7.98249 7.63082 1.72008 threshold=-0.11244999999999998 1.0000000180025095e-35 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034637044104100977 -0.0014247840823665156 0.014622852741227921 -0.012602733763829001 leaf_weight=3.7353357259416953 177.01796956994804 16.257992044091225 3.4574765069846753 leaf_count=58 2422 243 112 internal_value=0 -7.35776e-05 -0.0241069 internal_weight=0 193.276 7.19281 internal_count=2835 2665 170 is_linear=0 shrinkage=0.0224292 Tree=4116 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=7.75937 7.75472 1.66923 threshold=-0.48515499999999995 0.062580000000000011 -0.020389999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027231961250380285 0.00035126298142350147 0.019149246038704045 -0.0098621725278684545 leaf_weight=5.0045680799521506 175.8242765514442 11.760686583118511 6.3208277290686947 leaf_count=82 2560 82 73 internal_value=0 0.00153164 -0.0175706 internal_weight=0 187.585 11.3254 internal_count=2797 2642 155 is_linear=0 shrinkage=0.0224292 Tree=4117 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=7.45724 7.52008 1.63755 threshold=-0.48515499999999995 -0.0037549999999999992 -0.020389999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026922194540766234 7.205744378180508e-06 0.015029909512620659 -0.0096589904310117013 leaf_weight=4.9494568845257163 168.89893183686945 18.591056396369822 6.3095669550821167 leaf_count=82 2480 162 73 internal_value=0 0.0014982 -0.0172806 internal_weight=0 187.49 11.259 internal_count=2797 2642 155 is_linear=0 shrinkage=0.0224292 Tree=4118 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=7.05748 7.52999 1.67448 threshold=-0.48515499999999995 -0.0037549999999999992 -0.020389999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005178276493799373 -1.0235820842392583e-06 0.00029183761890328027 -0.00017819252049110291 leaf_weight=5.006241959054023 171.79550021555042 18.824241046560928 6.4348283270373923 leaf_count=82 2480 162 73 internal_value=0 2.79236e-05 -0.000327421 internal_weight=0 190.62 11.4411 internal_count=2797 2642 155 is_linear=0 shrinkage=0.000439788 Tree=4119 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=7.15862 7.3768 1.60634 threshold=-0.48515499999999995 0.11978500000000002 -0.020389999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02660156703226298 0.0026955143271820687 -0.014615081438305817 -0.0094484100106801486 leaf_weight=4.8968377858400345 174.09884145078831 13.313676635269074 6.301156207919119 leaf_count=82 2530 112 73 internal_value=0 0.00146442 -0.0169819 internal_weight=0 187.413 11.198 internal_count=2797 2642 155 is_linear=0 shrinkage=0.0224292 Tree=4120 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=5.75611 10.122 6.00655 threshold=-0.094744999999999982 0.0047850000000000011 0.090605000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002040451466777175 -0.00010528444898249385 0.00020797613290225378 -0.00019647707788336273 leaf_weight=34.130352754611522 141.23212097206851 23.212988281506114 9.1747999214567226 leaf_count=272 2159 291 96 internal_value=0 -6.10457e-05 0.00011914 internal_weight=0 164.445 43.3052 internal_count=2818 2450 368 is_linear=0 shrinkage=0.000439788 Tree=4121 num_leaves=4 num_cat=0 split_feature=13 39 12 split_gain=5.25854 9.21032 6.17555 threshold=-0.094744999999999982 0.0047850000000000011 -0.055219999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013064180546235867 -0.0037924586326840682 0.01148216369066144 0.010819337800944018 leaf_weight=6.3816636733245096 136.44143725826871 23.222751092456747 36.58744790405035 leaf_count=77 2159 291 291 internal_value=0 -0.0015697 0.00726799 internal_weight=0 159.664 42.9691 internal_count=2818 2450 368 is_linear=0 shrinkage=0.0224292 Tree=4122 num_leaves=4 num_cat=0 split_feature=1456 15 159 split_gain=5.2189 6.1194 0.789511 threshold=0.084325000000000011 -0.34809999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037488927008542537 -0.0005537585287507358 1.023265636875984e-06 -0.00021523718137929891 leaf_weight=8.8377610868774337 3.2404872046317905 192.70850171556231 2.3174113067798308 leaf_count=175 124 2451 68 internal_value=0 1.74512e-05 -0.000413829 internal_weight=0 201.546 5.5579 internal_count=2818 2626 192 is_linear=0 shrinkage=0.000439788 Tree=4123 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=5.25363 9.59109 5.98968 threshold=-0.094744999999999982 0.0047850000000000011 0.090605000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022555717256979391 -7.502976745883806e-05 0.00022782119085270968 -0.00017375765328425728 leaf_weight=34.37609422695823 138.31355865829391 23.670123419607989 9.1958476123400015 leaf_count=272 2159 291 96 internal_value=0 -3.07536e-05 0.000141243 internal_weight=0 161.984 43.5719 internal_count=2818 2450 368 is_linear=0 shrinkage=0.000439788 Tree=4124 num_leaves=4 num_cat=0 split_feature=1213 484 0 split_gain=6.93011 6.12427 2.16084 threshold=-1.0000000180025095e-35 -0.0048899999999999994 -0.12877499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010325449767775401 -0.0002634268865260052 3.0122382338100657e-05 -0.00047408904778891624 leaf_weight=1.4873761781491337 14.853116004320325 181.52756911536562 7.7630969976307806 leaf_count=17 429 1997 410 internal_value=0 7.89654e-06 -0.000381237 internal_weight=0 196.381 9.25047 internal_count=2853 2426 427 is_linear=0 shrinkage=0.000439788 Tree=4125 num_leaves=3 num_cat=0 split_feature=151 14 split_gain=6.61308 5.9154 threshold=0.087785000000000016 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00094491707685850955 0.014780122612243395 -0.026026245965425739 leaf_weight=181.45296203519683 13.266170576214789 4.8381443829275659 leaf_count=2691 86 76 internal_value=0 -0.0015989 internal_weight=0 186.291 internal_count=2853 2767 is_linear=0 shrinkage=0.0224292 Tree=4126 num_leaves=3 num_cat=0 split_feature=151 14 split_gain=6.32449 5.71994 threshold=0.087785000000000016 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00092375272272494327 0.014459501471214029 -0.025711288840344196 leaf_weight=181.44768786687928 13.256715308176352 4.7883662424283093 leaf_count=2691 86 76 internal_value=0 -0.00156364 internal_weight=0 186.236 internal_count=2853 2767 is_linear=0 shrinkage=0.0224292 Tree=4127 num_leaves=4 num_cat=0 split_feature=133 1213 1 split_gain=6.09184 5.73153 0.635068 threshold=0.13370500000000005 -1.0000000180025095e-35 0.093960000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018761038850410819 -0.026065842822852143 0.0010079460524045675 -0.0089687122978887659 leaf_weight=7.6643618337111539 4.8440065467148079 185.47746402790654 1.4444535081274805 leaf_count=381 256 2154 62 internal_value=0 0.000221685 -0.0221777 internal_weight=0 193.142 6.28846 internal_count=2853 2535 318 is_linear=0 shrinkage=0.0224292 Tree=4128 num_leaves=4 num_cat=0 split_feature=159 12 42 split_gain=6.24926 9.79237 6.75039 threshold=-0.032069999999999994 -1.0000000180025095e-35 0.10258000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021260513579532597 0.0044795902638282053 -0.024473634244125873 -0.011323293256613215 leaf_weight=3.1250764755532137 181.26837300881743 9.3920240706065652 14.682867371244354 leaf_count=21 2179 351 298 internal_value=0 -0.0130404 0.00329447 internal_weight=0 12.5171 195.951 internal_count=2849 372 2477 is_linear=0 shrinkage=0.0224292 Tree=4129 num_leaves=4 num_cat=0 split_feature=159 12 1365 split_gain=6.02345 9.4857 6.52149 threshold=-0.032069999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02087495240178313 0.0039013650776306783 -0.02429392162972957 -0.021378463337112758 leaf_weight=3.1119123566895714 190.66422864008928 9.2510251596104336 5.2569231307134023 leaf_count=21 2421 351 56 internal_value=0 -0.0129097 0.00322104 internal_weight=0 12.3629 195.921 internal_count=2849 372 2477 is_linear=0 shrinkage=0.0224292 Tree=4130 num_leaves=4 num_cat=0 split_feature=13 52 3 split_gain=6.07678 6.24942 0.462489 threshold=-0.24921999999999997 0.16377000000000003 0.28833000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018306138861749673 9.9205209312683705e-06 -0.00028759314683253522 0.00032719155461429959 leaf_weight=8.3973588547669369 180.78209113178309 14.752304607245604 9.0583556599449349 leaf_count=34 2358 341 116 internal_value=0 -1.25516e-05 0.000258131 internal_weight=0 195.534 17.4557 internal_count=2849 2699 150 is_linear=0 shrinkage=0.000439788 Tree=4131 num_leaves=4 num_cat=0 split_feature=42 403 49 split_gain=5.91263 8.79046 6.55321 threshold=0.10163000000000001 0.093255000000000018 -0.015624999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023126667942656894 0.014171671269288512 0.026930601581429972 -0.018710056999219862 leaf_weight=184.12019990410772 4.017168098594996 7.5792291187099172 12.481843283516353 leaf_count=2333 33 178 305 internal_value=0 0.00328857 -0.0106969 internal_weight=0 191.699 16.499 internal_count=2849 2511 338 is_linear=0 shrinkage=0.0224292 Tree=4132 num_leaves=4 num_cat=0 split_feature=1456 1374 160 split_gain=5.73114 5.56475 1.36916 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.11175999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016973603930761673 -0.00051817427324549789 0.0017254532169601324 -0.02470844921418806 leaf_weight=8.3422553632408363 1.4923546107020227 188.57763601173065 5.5670177994761607 leaf_count=60 47 2541 213 internal_value=0 0.000931723 -0.0196098 internal_weight=0 196.92 7.05937 internal_count=2861 2601 260 is_linear=0 shrinkage=0.0224292 Tree=4133 num_leaves=4 num_cat=0 split_feature=1456 1374 160 split_gain=5.54502 5.31289 1.29856 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.111355 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016573992616553911 -0.0012388585901891458 0.0016866754106484964 -0.024562987056246762 leaf_weight=8.3521187733858806 1.5431062345160169 188.58660831602174 5.4278828137321389 leaf_count=60 49 2541 211 internal_value=0 0.000910714 -0.0194174 internal_weight=0 196.939 6.97099 internal_count=2861 2601 260 is_linear=0 shrinkage=0.0224292 Tree=4134 num_leaves=4 num_cat=0 split_feature=1456 1374 160 split_gain=5.36362 5.0726 1.27898 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.111355 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016184421655969769 -0.0012115150494307089 0.0016487699074969405 -0.024400294392118906 leaf_weight=8.3616693746298534 1.5429746863665057 188.59549189002428 5.3426117431954472 leaf_count=60 49 2541 211 internal_value=0 0.00089018 -0.0192217 internal_weight=0 196.957 6.88559 internal_count=2861 2601 260 is_linear=0 shrinkage=0.0224292 Tree=4135 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=5.23047 7.14014 threshold=-0.4706749999999999 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014841616565307072 -0.025152699468196055 8.5704497897785031e-05 leaf_weight=11.564209197647868 5.7959225140511981 186.41716336125683 leaf_count=82 175 2604 internal_value=0 -0.000677747 internal_weight=0 192.213 internal_count=2861 2779 is_linear=0 shrinkage=0.0224292 Tree=4136 num_leaves=4 num_cat=0 split_feature=0 0 156 split_gain=7.25499 10.069 6.89622 threshold=-0.077944999999999987 -0.112855 0.090995000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5439090250364327e-05 0.00015648482976979034 -0.00019009654388817788 -0.00025664214006405352 leaf_weight=66.739886378170922 66.722051875141915 62.573976046202006 8.8341056025237759 leaf_count=450 837 1376 162 internal_value=0 -6.33842e-05 0.000108129 internal_weight=0 129.314 75.5562 internal_count=2825 1826 999 is_linear=0 shrinkage=0.000439788 Tree=4137 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=7.23046 9.40751 7.30579 threshold=-0.077944999999999987 -0.112855 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026172108486773589 0.0079670253403745835 -0.0095895920564383116 -0.014864215497029919 leaf_weight=65.77491046092473 66.214227635471616 61.388982921402203 7.8730759461177504 leaf_count=450 837 1376 162 internal_value=0 -0.00327624 0.0055376 internal_weight=0 127.164 74.0873 internal_count=2825 1826 999 is_linear=0 shrinkage=0.0224292 Tree=4138 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=6.91975 9.03094 6.96185 threshold=-0.077944999999999987 -0.112855 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025601367097026527 -0.011614774420651357 -0.0094147518188438927 0.0081933400585652971 leaf_weight=65.733984599355608 10.364171085413544 61.129871902550803 63.662410152319353 leaf_count=450 135 1376 864 internal_value=0 -0.00321056 0.0054178 internal_weight=0 126.864 74.0266 internal_count=2825 1826 999 is_linear=0 shrinkage=0.0224292 Tree=4139 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=6.62337 8.66866 7.02021 threshold=-0.077944999999999987 -0.112855 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025042721478921383 0.0076873020480381438 -0.0092422970686568337 -0.014702988956923763 leaf_weight=65.693993052467704 66.079461684741545 60.877080642821966 7.8672512936172998 leaf_count=450 837 1376 162 internal_value=0 -0.00314603 0.005302 internal_weight=0 126.571 73.9467 internal_count=2825 1826 999 is_linear=0 shrinkage=0.0224292 Tree=4140 num_leaves=4 num_cat=0 split_feature=133 3 43 split_gain=6.9209 6.87338 0.352826 threshold=-0.39975999999999995 0.18009500000000003 0.41591500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022035096162812864 -0.00074245607074795888 0.016345412335979186 -0.035284718312237555 leaf_weight=2.4540418238029806 187.23593935916142 12.622288941638542 1.9496139088441848 leaf_count=108 2582 139 47 internal_value=0 0.000338207 -0.028028 internal_weight=0 199.858 4.40366 internal_count=2876 2721 155 is_linear=0 shrinkage=0.0224292 Tree=4141 num_leaves=4 num_cat=0 split_feature=133 3 43 split_gain=6.71687 7.06336 0.324385 threshold=-0.39975999999999995 0.18009500000000003 0.41591500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042883758291366677 -1.4473516284126416e-05 0.00032250885820451504 -0.00067877730821642296 leaf_weight=2.4613677747547618 190.1891802510363 12.823734222212805 1.9365859076788181 leaf_count=108 2582 139 47 internal_value=0 6.841e-06 -0.000541354 internal_weight=0 203.013 4.39795 internal_count=2876 2721 155 is_linear=0 shrinkage=0.000439788 Tree=4142 num_leaves=4 num_cat=0 split_feature=133 3 43 split_gain=6.72887 6.6592 0.340138 threshold=-0.39975999999999995 0.18009500000000003 0.41591500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021927472070677623 -0.00072575838131469766 0.016195017166107994 -0.035060089650404677 leaf_weight=2.4111363473348311 187.28302373981569 12.461182110710068 1.9176096432929624 leaf_count=108 2582 139 47 internal_value=0 0.000331303 -0.0278736 internal_weight=0 199.744 4.32875 internal_count=2876 2721 155 is_linear=0 shrinkage=0.0224292 Tree=4143 num_leaves=4 num_cat=0 split_feature=39 3 1 split_gain=6.02153 8.26458 7.00791 threshold=0.0047850000000000011 0.28833000000000003 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5082798716241189e-05 -0.0001637088575809876 0.0004135193471650485 0.00031215279250433484 leaf_weight=171.17813565218239 8.3032588376663643 7.5837762556038788 21.334112776792608 leaf_count=2432 66 107 271 internal_value=0 -3.51608e-05 0.000178815 internal_weight=0 178.762 29.6374 internal_count=2876 2539 337 is_linear=0 shrinkage=0.000439788 Tree=4144 num_leaves=4 num_cat=0 split_feature=1429 42 1429 split_gain=5.82822 6.15758 0.491598 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081234999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034289300007349501 -0.00015748253114489889 5.3772975301152867e-05 -0.00063684787378694185 leaf_weight=2.4752024792978773 31.824844834569376 164.73600570322014 2.1187533345073453 leaf_count=85 766 1929 55 internal_value=0 1.9557e-05 -0.000480541 internal_weight=0 196.561 4.59396 internal_count=2835 2695 140 is_linear=0 shrinkage=0.000439788 Tree=4145 num_leaves=4 num_cat=0 split_feature=1429 42 1429 split_gain=5.76746 6.36724 0.493606 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08262499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033127418072340044 -0.0001590572503027773 5.5161024391586714e-05 -0.00062641075302573247 leaf_weight=2.292004314440419 32.032570567098446 164.92038195987698 2.2551001219544551 leaf_count=79 766 1929 61 internal_value=0 2.03084e-05 -0.000479652 internal_weight=0 196.953 4.5471 internal_count=2835 2695 140 is_linear=0 shrinkage=0.000439788 Tree=4146 num_leaves=4 num_cat=0 split_feature=1429 42 1429 split_gain=5.65992 6.12876 0.496791 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081904999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0171285636093098 -0.0080535314677750124 0.0028347795118066044 -0.032504750534821665 leaf_weight=2.2829543794796336 30.997037179069594 160.99717463675188 2.1089493229519567 leaf_count=81 766 1929 59 internal_value=0 0.00107626 -0.0246208 internal_weight=0 191.994 4.3919 internal_count=2835 2695 140 is_linear=0 shrinkage=0.0224292 Tree=4147 num_leaves=4 num_cat=0 split_feature=42 132 43 split_gain=5.4217 8.89395 6.82088 threshold=-1.0000000180025095e-35 0.087955000000000019 -0.17773999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026727277228336924 0.00036167112716438681 0.00033415728407957482 1.6373833257357415e-05 leaf_weight=25.958648937419643 11.889497386058791 5.8042356083169571 156.18510154332034 leaf_count=645 72 123 1995 internal_value=0 -0.000157235 4.08383e-05 internal_weight=0 31.7629 168.075 internal_count=2835 768 2067 is_linear=0 shrinkage=0.000439788 Tree=4148 num_leaves=4 num_cat=0 split_feature=1 49 15 split_gain=9.411 12.2514 8.13604 threshold=0.088035000000000016 -0.18648999999999996 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022366558935981981 0.0067330103097931774 -0.0076845529802082087 -0.012581905839767137 leaf_weight=7.3711949167773119 89.725622049882077 89.2888136463298 12.481440423289312 leaf_count=23 908 1683 222 internal_value=0 -0.00538892 0.00437238 internal_weight=0 96.66 102.207 internal_count=2836 1706 1130 is_linear=0 shrinkage=0.0224292 Tree=4149 num_leaves=4 num_cat=0 split_feature=1 49 15 split_gain=9.59037 12.0164 7.83063 threshold=0.088035000000000016 -0.18648999999999996 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043234596737977768 0.00013076824635008729 -0.0001495883224475835 -0.0002345778295595469 leaf_weight=7.4052230110391966 91.762339747394435 90.868057127081556 12.929822413483633 leaf_count=23 908 1683 222 internal_value=0 -0.000105662 8.56123e-05 internal_weight=0 98.2733 104.692 internal_count=2836 1706 1130 is_linear=0 shrinkage=0.000439788 Tree=4150 num_leaves=4 num_cat=0 split_feature=1 49 15 split_gain=10.2951 11.7856 8.27419 threshold=0.088035000000000016 -0.18648999999999996 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042364300384578195 0.00013536325292772211 -0.00015209671165035207 -0.00024018261430628338 leaf_weight=7.4166338816285124 91.719895062618889 91.589067705266643 12.931093745632095 leaf_count=23 908 1683 222 internal_value=0 -0.000108894 8.8924e-05 internal_weight=0 99.0057 104.651 internal_count=2836 1706 1130 is_linear=0 shrinkage=0.000439788 Tree=4151 num_leaves=4 num_cat=0 split_feature=1 49 15 split_gain=9.03095 11.7046 7.78279 threshold=0.088035000000000016 -0.18648999999999996 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021831413658296626 0.0065953578593835839 -0.0075318355998370799 -0.012292195935662735 leaf_weight=7.3775049867108455 89.649901306140237 89.133260875110864 12.488047309336251 leaf_count=23 908 1683 222 internal_value=0 -0.00528337 0.00428418 internal_weight=0 96.5108 102.138 internal_count=2836 1706 1130 is_linear=0 shrinkage=0.0224292 Tree=4152 num_leaves=3 num_cat=0 split_feature=147 48 split_gain=5.49114 6.75765 threshold=0.089245000000000005 0.092825000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.5895834184533263e-05 0.00027278604735620838 0.00014421985099907143 leaf_weight=151.5257518497092 12.784888513386248 36.774072712985799 leaf_count=2399 112 306 internal_value=0 -2.48508e-05 internal_weight=0 188.3 internal_count=2817 2705 is_linear=0 shrinkage=0.000439788 Tree=4153 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=5.5811 7.49795 threshold=0.091855000000000006 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00149647636674 -0.024299806915273069 0.011363140061173241 leaf_weight=166.50467981949623 4.748772917315363 26.410525562241673 leaf_count=2463 37 317 internal_value=0 0.000264984 internal_weight=0 192.915 internal_count=2817 2780 is_linear=0 shrinkage=0.0224292 Tree=4154 num_leaves=3 num_cat=0 split_feature=147 48 split_gain=5.4749 6.73439 threshold=0.089245000000000005 0.092825000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.6605944600683632e-05 0.00027220139730350045 0.00014282230422084973 leaf_weight=151.74770994212304 12.725233666133134 36.90326555503998 leaf_count=2399 112 306 internal_value=0 -2.5628e-05 internal_weight=0 188.651 internal_count=2817 2705 is_linear=0 shrinkage=0.000439788 Tree=4155 num_leaves=4 num_cat=0 split_feature=131 42 15 split_gain=5.34718 6.02874 4.47455 threshold=0.08956500000000002 0.085195000000000007 -0.11399999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018647254411718363 0.014981858605100776 0.0071145225020861017 -0.018243928978615705 leaf_weight=129.11585124215344 2.4046908137388519 53.058355289278552 12.943724933778865 leaf_count=1481 62 958 316 internal_value=0 0.000750958 -0.0130262 internal_weight=0 182.174 15.3484 internal_count=2817 2439 378 is_linear=0 shrinkage=0.0224292 Tree=4156 num_leaves=3 num_cat=0 split_feature=44 47 split_gain=7.96031 8.21241 threshold=1.0000000180025095e-35 0.12461000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.760594375737406e-05 -0.00052447366230926192 -0.00043238632229370712 leaf_weight=191.07005925838894 5.5306347515434018 7.7947141942568114 leaf_count=2778 50 73 internal_value=0 9.53629e-06 internal_weight=0 198.865 internal_count=2901 2851 is_linear=0 shrinkage=0.000439788 Tree=4157 num_leaves=3 num_cat=0 split_feature=44 13 split_gain=7.33665 9.76171 threshold=1.0000000180025095e-35 -0.24921999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032914676914901531 -0.00050009022320693169 -2.4201296584420462e-05 leaf_weight=16.423454767325893 5.7176534011960021 188.26306542129896 leaf_count=136 50 2715 internal_value=0 4.17838e-06 internal_weight=0 204.687 internal_count=2901 2851 is_linear=0 shrinkage=0.000439788 Tree=4158 num_leaves=3 num_cat=0 split_feature=44 13 split_gain=7.43418 9.43113 threshold=1.0000000180025095e-35 -0.24921999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032878496926589865 -0.00050268299850609981 -2.0552861655235195e-05 leaf_weight=16.23529292549938 5.6593906525522462 185.84581060498022 leaf_count=136 50 2715 internal_value=0 7.54151e-06 internal_weight=0 202.081 internal_count=2901 2851 is_linear=0 shrinkage=0.000439788 Tree=4159 num_leaves=3 num_cat=0 split_feature=44 47 split_gain=7.86891 8.19971 threshold=1.0000000180025095e-35 0.12461000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013274527124592038 -0.026810473617546321 -0.022242776987547095 leaf_weight=188.42974632243568 5.4777239300310603 7.7105088056996456 leaf_count=2778 50 73 internal_value=0 0.000398804 internal_weight=0 196.14 internal_count=2901 2851 is_linear=0 shrinkage=0.0224292 Tree=4160 num_leaves=4 num_cat=0 split_feature=1 0 1 split_gain=7.47989 12.5952 8.474 threshold=1.0000000180025095e-35 -0.084804999999999978 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017711384605389562 0.022940342306264024 0.0018878398665181104 0.0010572704086748573 leaf_weight=28.913221696115215 9.5878634760156256 38.364482168472023 121.39438087504823 leaf_count=666 56 776 1331 internal_value=0 -0.00653774 0.00266221 internal_weight=0 67.2777 130.982 internal_count=2829 1442 1387 is_linear=0 shrinkage=0.0224292 Tree=4161 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=7.69916 12.3654 8.42806 threshold=1.0000000180025095e-35 -0.084804999999999978 0.079360000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034714308696801873 9.5392833493101358e-05 3.131993741092047e-05 -0.00022584631820450268 leaf_weight=29.162336995592341 114.65714360936545 39.023288838026929 18.30150047421921 leaf_count=666 1014 776 373 internal_value=0 -0.000130597 5.11488e-05 internal_weight=0 68.1856 132.959 internal_count=2829 1442 1387 is_linear=0 shrinkage=0.000439788 Tree=4162 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=7.57648 12.3468 8.57018 threshold=1.0000000180025095e-35 -0.084804999999999978 0.079360000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034405301592923529 9.8406628941638725e-05 3.4871096693810055e-05 -0.00022607167633982635 leaf_weight=28.957699728838634 114.72873002081178 39.031236916227499 18.228864702279679 leaf_count=666 1014 776 373 internal_value=0 -0.000126571 5.38937e-05 internal_weight=0 67.9889 132.958 internal_count=2829 1442 1387 is_linear=0 shrinkage=0.000439788 Tree=4163 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=7.17833 12.1849 8.27521 threshold=1.0000000180025095e-35 -0.084804999999999978 0.079360000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017490959113099933 0.0048503477782711208 0.0018372095822457618 -0.011533273622031595 leaf_weight=28.624508567925659 113.07129359559622 38.406482908641919 17.955626018927433 leaf_count=666 1014 776 373 internal_value=0 -0.0064192 0.00260382 internal_weight=0 67.031 131.027 internal_count=2829 1442 1387 is_linear=0 shrinkage=0.0224292 Tree=4164 num_leaves=4 num_cat=0 split_feature=15 49 15 split_gain=5.76828 7.30899 7.19362 threshold=0.10038500000000002 -0.13513499999999998 0.088235000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016815244941419233 6.8949241455283929e-05 -0.028718481999314271 0.016156013068203176 leaf_weight=172.17225112987217 10.863035442307593 7.481138343922793 15.407226779090704 leaf_count=2163 57 247 400 internal_value=0 -0.0116888 0.00148286 internal_weight=0 18.3442 187.579 internal_count=2867 304 2563 is_linear=0 shrinkage=0.0224292 Tree=4165 num_leaves=4 num_cat=0 split_feature=155 3 43 split_gain=5.85652 5.6117 0.654339 threshold=0.090655000000000013 -0.10072999999999999 -0.07138499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015637762524799858 -0.00025229433576569814 -2.1060129715803574e-05 -0.00055300647809204911 leaf_weight=43.883729259192478 2.4616235956782475 160.50040415812691 3.4026301146950564 leaf_count=336 62 2372 97 internal_value=0 1.70489e-05 -0.000428006 internal_weight=0 204.384 5.86425 internal_count=2867 2708 159 is_linear=0 shrinkage=0.000439788 Tree=4166 num_leaves=4 num_cat=0 split_feature=155 0 43 split_gain=5.72185 5.32069 0.617089 threshold=0.090655000000000013 -0.077944999999999987 -0.07138499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018176099141332036 -0.012889935578384538 0.0057915137018827185 -0.028030032346034191 leaf_weight=127.94535825203639 2.3642587425420061 72.360508274054155 3.3380436255247323 leaf_count=1822 62 886 97 internal_value=0 0.000931476 -0.0218167 internal_weight=0 200.306 5.7023 internal_count=2867 2708 159 is_linear=0 shrinkage=0.0224292 Tree=4167 num_leaves=4 num_cat=0 split_feature=15 49 49 split_gain=5.56253 7.16744 7.12925 threshold=0.10038500000000002 -0.13513499999999998 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014692657710852484 7.2449398058483701e-05 -0.028561777111996273 0.0026268688941231059 leaf_weight=12.815061688423155 10.853599233552815 7.3740337416529647 174.8260303344432 leaf_count=116 57 247 2447 internal_value=0 -0.0115294 0.00144265 internal_weight=0 18.2276 187.641 internal_count=2867 304 2563 is_linear=0 shrinkage=0.0224292 Tree=4168 num_leaves=4 num_cat=0 split_feature=131 51 12 split_gain=7.71883 5.66088 3.59685 threshold=0.088815000000000019 -0.10433999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024721883790182638 0.00010409098521156945 3.7688912595301759e-05 -0.00041041841050660458 leaf_weight=14.666831774811724 3.3044103963766256 165.41594316673581 12.692214971641075 leaf_count=243 65 2180 337 internal_value=0 1.44609e-05 -0.000304139 internal_weight=0 180.083 15.9966 internal_count=2825 2423 402 is_linear=0 shrinkage=0.000439788 Tree=4169 num_leaves=4 num_cat=0 split_feature=131 16 12 split_gain=7.53827 5.43978 3.26899 threshold=0.088815000000000019 -0.083069999999999991 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056013246369664964 0.0046602163411854861 -0.002443643351510651 -0.020794784824174486 leaf_weight=70.19670878748002 3.1889104198198757 106.26740761019755 12.298374374746343 leaf_count=891 65 1532 337 internal_value=0 0.000756872 -0.0155542 internal_weight=0 176.464 15.4873 internal_count=2825 2423 402 is_linear=0 shrinkage=0.0224292 Tree=4170 num_leaves=4 num_cat=0 split_feature=131 51 12 split_gain=7.36027 5.39868 3.73156 threshold=0.088815000000000019 -0.10433999999999997 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024367292990095976 0.00011150158417928786 3.4008846128493168e-05 -0.00040826611639395796 leaf_weight=14.719679401838219 3.3742153192870346 166.74894811747072 12.681318895192815 leaf_count=243 65 2180 337 internal_value=0 1.14617e-05 -0.00029903 internal_weight=0 181.469 16.0555 internal_count=2825 2423 402 is_linear=0 shrinkage=0.000439788 Tree=4171 num_leaves=4 num_cat=0 split_feature=131 151 12 split_gain=7.25815 5.62649 3.61827 threshold=0.088815000000000019 -0.29526499999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000475482748611352 0.00010758585550134882 2.5580267382155085e-05 -0.00040590607942951878 leaf_weight=4.4245807817205778 3.3606643588282177 176.46066514961421 12.482474970165637 leaf_count=56 65 2367 337 internal_value=0 1.3275e-05 -0.000296985 internal_weight=0 180.885 15.8431 internal_count=2825 2423 402 is_linear=0 shrinkage=0.000439788 Tree=4172 num_leaves=4 num_cat=0 split_feature=484 457 48 split_gain=7.88018 5.97727 3.31022 threshold=-0.0048899999999999994 -0.067474999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001903158993271799 -0.00026548951767444177 4.8969590502660012e-05 -0.00040802454575713756 leaf_weight=2.1010035797953597 12.491861448157577 178.46380019004573 11.630195483245187 leaf_count=19 125 2254 418 internal_value=0 2.83739e-05 -0.000316336 internal_weight=0 190.956 13.7312 internal_count=2816 2379 437 is_linear=0 shrinkage=0.000439788 Tree=4173 num_leaves=4 num_cat=0 split_feature=484 457 150 split_gain=7.50896 6.13116 3.56955 threshold=-0.0048899999999999994 -0.067474999999999993 0.095950000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020972350391257482 -0.013822616345818701 0.0025585782670837698 0.010727282559681788 leaf_weight=11.205524497199802 12.283003733027725 175.04809518578986 2.1131437290459862 leaf_count=423 125 2254 14 internal_value=0 0.00148319 -0.0159347 internal_weight=0 187.331 13.3187 internal_count=2816 2379 437 is_linear=0 shrinkage=0.0224292 Tree=4174 num_leaves=4 num_cat=0 split_feature=484 43 49 split_gain=8.03373 5.84482 2.88826 threshold=-0.0048899999999999994 0.25123500000000004 -0.066534999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015363778573853577 4.4191831649373666e-05 -0.00036882058391391804 -0.00040412426749818664 leaf_weight=2.1122573819011441 185.25292419857578 6.8540986236766903 11.637285309698198 leaf_count=19 2214 165 418 internal_value=0 2.9421e-05 -0.000318344 internal_weight=0 192.107 13.7495 internal_count=2816 2379 437 is_linear=0 shrinkage=0.000439788 Tree=4175 num_leaves=4 num_cat=0 split_feature=484 457 12 split_gain=7.25696 5.85416 4.99488 threshold=-0.0048899999999999994 -0.067474999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022353355485324317 -0.013507153251778344 0.002500588783213846 -0.020729685587809139 leaf_weight=1.5152497184462834 12.281135464552788 175.13505253993208 11.669686671113594 leaf_count=14 125 2254 423 internal_value=0 0.00145035 -0.0157533 internal_weight=0 187.416 13.1849 internal_count=2816 2379 437 is_linear=0 shrinkage=0.0224292 Tree=4176 num_leaves=4 num_cat=0 split_feature=43 15 11 split_gain=5.3035 10.8568 8.20473 threshold=-0.083134999999999987 0.10330500000000002 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000170231805554671 -3.2372344882121206e-06 -0.0004712011171205687 -0.00037985868203430242 leaf_weight=55.538878390740138 142.0374911588442 10.263940267148426 5.772847853600978 leaf_count=714 1882 215 46 internal_value=0 -3.48295e-05 0.000118336 internal_weight=0 152.301 61.3117 internal_count=2857 2097 760 is_linear=0 shrinkage=0.000439788 Tree=4177 num_leaves=4 num_cat=0 split_feature=43 15 11 split_gain=5.14024 10.4602 8.06203 threshold=-0.083134999999999987 0.10330500000000002 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016873972610898736 -2.7610554632810172e-06 -0.00046367606825049038 -0.00037942094461215954 leaf_weight=55.301059626202914 141.33113696947112 10.192299730260855 5.7085566632449618 leaf_count=714 1882 215 46 internal_value=0 -3.38192e-05 0.000117347 internal_weight=0 151.523 61.0096 internal_count=2857 2097 760 is_linear=0 shrinkage=0.000439788 Tree=4178 num_leaves=3 num_cat=0 split_feature=393 1186 split_gain=5.2189 8.92053 threshold=0.087895000000000015 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3029025202794898e-06 -0.00042636595530321154 0.00055218436635663247 leaf_weight=202.18145906682184 5.2259082943201056 5.85274381074123 leaf_count=2698 111 48 internal_value=0 1.78223e-05 internal_weight=0 208.034 internal_count=2857 2746 is_linear=0 shrinkage=0.000439788 Tree=4179 num_leaves=4 num_cat=0 split_feature=43 15 11 split_gain=5.41265 10.5915 8.29071 threshold=-0.083134999999999987 0.10330500000000002 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0088031152513446728 -0.00023945526798240367 -0.024066339967636463 -0.01971025707776989 leaf_weight=54.508822899049846 139.11345396426623 10.045320046017876 5.6448058076202861 leaf_count=714 1882 215 46 internal_value=0 -0.00184699 0.00612202 internal_weight=0 149.159 60.1536 internal_count=2857 2097 760 is_linear=0 shrinkage=0.0224292 Tree=4180 num_leaves=4 num_cat=0 split_feature=1429 151 474 split_gain=6.10079 5.73973 0.395032 threshold=-1.0000000180025095e-35 -0.27559499999999998 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032390741193966913 -0.020562915333556819 0.0018815144102076427 -0.018704532861652245 leaf_weight=2.0812761240958926 5.8854107540100804 196.18603355329833 2.4045286976033822 leaf_count=89 67 2691 50 internal_value=0 0.00122593 -0.0251649 internal_weight=0 202.071 4.4858 internal_count=2897 2758 139 is_linear=0 shrinkage=0.0224292 Tree=4181 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.08366 6.5335 threshold=-0.27559499999999998 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038897586845713223 -6.8287556408524461e-06 0.00022573452411063437 leaf_weight=5.9205311897676429 177.65153911385278 26.883064540103078 leaf_count=67 2500 330 internal_value=0 2.37565e-05 internal_weight=0 204.535 internal_count=2897 2830 is_linear=0 shrinkage=0.000439788 Tree=4182 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.20757 6.02214 threshold=-0.27559499999999998 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020162916768478454 -0.00025961452489590628 0.011277522913305586 leaf_weight=5.8647836042800909 174.51441026291286 26.15503549517598 leaf_count=67 2500 330 internal_value=0 0.00124505 internal_weight=0 200.669 internal_count=2897 2830 is_linear=0 shrinkage=0.0224292 Tree=4183 num_leaves=4 num_cat=0 split_feature=130 123 1456 split_gain=5.06322 5.46827 5.29064 threshold=1.0000000180025095e-35 0.086155000000000023 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034935814143774766 -0.000457702137987538 0.00032611608229088271 4.0769155451636117e-05 leaf_weight=6.9469604081241405 8.023339535444391 2.1754845529794684 193.00159328064183 leaf_count=249 361 10 2277 internal_value=0 -0.000290211 2.71826e-05 internal_weight=0 10.1988 199.949 internal_count=2897 371 2526 is_linear=0 shrinkage=0.000439788 Tree=4184 num_leaves=4 num_cat=0 split_feature=133 133 43 split_gain=6.09612 5.87953 0.106977 threshold=0.18829500000000002 0.084030000000000007 -0.0090799999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9318514430442298e-07 -0.00048401524711623385 0.00018835815784058193 -0.00033210347609222992 leaf_weight=163.01625132039771 3.800060713198036 39.359598739421926 1.4457152800750908 leaf_count=1918 187 628 90 internal_value=0 3.58476e-05 -0.000443505 internal_weight=0 202.376 5.24578 internal_count=2823 2546 277 is_linear=0 shrinkage=0.000439788 Tree=4185 num_leaves=4 num_cat=0 split_feature=133 133 43 split_gain=6.22825 5.35897 0.106763 threshold=0.18829500000000002 0.084030000000000007 -0.011984999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9941664227633438e-06 -0.00048608080951045586 0.00018201978904662695 -0.00033414190869694271 leaf_weight=163.61207532693516 3.8359021782525815 39.73307851474965 1.4398217280977395 leaf_count=1918 186 628 91 internal_value=0 3.71845e-05 -0.000445969 internal_weight=0 203.345 5.27572 internal_count=2823 2546 277 is_linear=0 shrinkage=0.000439788 Tree=4186 num_leaves=4 num_cat=0 split_feature=133 133 43 split_gain=5.92358 6.04143 0.0962336 threshold=0.18829500000000002 0.084030000000000007 -0.020214999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9331922319122242e-05 -0.024852945078773621 0.0097997727100834712 -0.017362625973128983 leaf_weight=159.48826844805444 3.5878166149486788 38.483668909946573 1.4399764859117556 leaf_count=1918 176 628 101 internal_value=0 0.00182571 -0.0227815 internal_weight=0 197.972 5.02779 internal_count=2823 2546 277 is_linear=0 shrinkage=0.0224292 Tree=4187 num_leaves=3 num_cat=0 split_feature=1447 483 split_gain=5.77198 5.69373 threshold=-0.086059999999999984 -0.06916499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.026771257851875563 -0.022509331118706306 0.001250960333390831 leaf_weight=4.3222211831598534 5.1912439749576142 193.4219263518462 leaf_count=91 153 2579 internal_value=0 0.000627823 internal_weight=0 198.613 internal_count=2823 2732 is_linear=0 shrinkage=0.0224292 Tree=4188 num_leaves=3 num_cat=0 split_feature=448 1374 split_gain=8.47478 6.97439 threshold=-0.083359999999999976 0.088035000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028532465417663709 0.0017537045369622071 -0.022806375382340986 leaf_weight=5.004964970983564 184.54389710738906 5.9868949586525551 leaf_count=51 2709 69 internal_value=0 0.000979765 internal_weight=0 190.531 internal_count=2829 2778 is_linear=0 shrinkage=0.0224292 Tree=4189 num_leaves=4 num_cat=0 split_feature=1 3 2 split_gain=6.77992 8.63039 5.2812 threshold=0.10100500000000003 -0.11516999999999998 0.14816000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001687448633626532 6.9058899275853099e-05 -0.00011447832787757592 0.00045419526347501433 leaf_weight=25.982078143861145 63.159271939424798 104.21833046530082 7.7117279013618818 leaf_count=190 654 1881 104 internal_value=0 -5.79434e-05 0.000111078 internal_weight=0 130.2 70.871 internal_count=2829 2071 758 is_linear=0 shrinkage=0.000439788 Tree=4190 num_leaves=3 num_cat=0 split_feature=448 1374 split_gain=8.06966 6.6189 threshold=-0.083359999999999976 0.088035000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054169875117748617 3.4109567358160163e-05 -0.00043316415104298632 leaf_weight=5.0655941423028699 188.09567661033361 6.0327112996019414 leaf_count=51 2709 69 internal_value=0 1.95475e-05 internal_weight=0 194.128 internal_count=2829 2778 is_linear=0 shrinkage=0.000439788 Tree=4191 num_leaves=3 num_cat=0 split_feature=448 1374 split_gain=8.13422 6.68471 threshold=-0.083359999999999976 0.088035000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028026031891141268 0.0017109405957008036 -0.02237615529100671 leaf_weight=4.9806590015068641 184.71101381273184 5.9648758950643233 leaf_count=51 2709 69 internal_value=0 0.000955264 internal_weight=0 190.676 internal_count=2829 2778 is_linear=0 shrinkage=0.0224292 Tree=4192 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=5.81703 7.33914 threshold=-0.4945199999999999 -0.40222499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015284456296520818 -0.019966152905400106 0.0034317550475576894 leaf_weight=9.5978936054743809 6.9777648889576076 186.78897595497256 leaf_count=135 121 2578 internal_value=0 0.00258729 internal_weight=0 193.767 internal_count=2834 2699 is_linear=0 shrinkage=0.0224292 Tree=4193 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=6.00845 6.88523 4.27139 threshold=0.13130500000000003 0.087235000000000021 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.701143126106603e-05 0.00043058280441001353 -0.00018321797694087011 -4.3996907659376333e-05 leaf_weight=160.61083034987678 11.776622769772077 29.762839071452618 5.3187220194376996 leaf_count=2287 188 320 39 internal_value=0 1.10028e-05 0.000283047 internal_weight=0 190.374 17.0953 internal_count=2834 2607 227 is_linear=0 shrinkage=0.000439788 Tree=4194 num_leaves=3 num_cat=0 split_feature=52 43 split_gain=5.70521 5.80544 threshold=-0.53320999999999985 -0.40222499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023503074593629908 -0.016454905964201672 0.0030470330447294929 leaf_weight=4.4001626256504087 7.9819344498682758 190.96280980837764 leaf_count=177 123 2534 internal_value=0 0.00226308 internal_weight=0 198.945 internal_count=2834 2657 is_linear=0 shrinkage=0.0224292 Tree=4195 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=5.55798 6.81548 4.38098 threshold=0.13130500000000003 -0.11532999999999999 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0093565421991614675 0.021862366477303004 0.0024116921929929177 -0.0029592148224055603 leaf_weight=29.36455606285017 11.404665948008189 157.22200025727216 5.2019185051321974 leaf_count=323 188 2284 39 internal_value=0 0.000558867 0.0140927 internal_weight=0 186.587 16.6066 internal_count=2834 2607 227 is_linear=0 shrinkage=0.0224292 Tree=4196 num_leaves=4 num_cat=0 split_feature=4 15 150 split_gain=6.85132 12.0353 10.0247 threshold=0.0063000000000000009 0.088550000000000004 0.086765000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011569652589314772 0.0023865019518862227 -0.018249014141124485 0.021287222047637708 leaf_weight=106.06676741303818 64.04070688423235 18.930122931138612 18.092146618990228 leaf_count=1447 684 577 125 internal_value=0 -0.00178431 0.00655391 internal_weight=0 124.997 82.1329 internal_count=2833 2024 809 is_linear=0 shrinkage=0.0224292 Tree=4197 num_leaves=4 num_cat=0 split_feature=4 15 150 split_gain=6.56601 11.6032 9.74599 threshold=0.0063000000000000009 0.088550000000000004 0.086765000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011309121812912478 0.0023333028419816916 -0.017990745396111108 0.021053336295107264 leaf_weight=106.07678006270726 64.032227966250503 18.773257586930413 17.885395990684628 leaf_count=1447 684 577 125 internal_value=0 -0.00174665 0.00642447 internal_weight=0 124.85 81.9176 internal_count=2833 2024 809 is_linear=0 shrinkage=0.0224292 Tree=4198 num_leaves=4 num_cat=0 split_feature=1 158 39 split_gain=7.13216 8.82863 5.83509 threshold=0.10100500000000003 0.084965000000000027 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.366938973568073e-06 7.5759124245083383e-05 -0.00046348000404550818 0.00038493001949377315 leaf_weight=133.77205720831989 54.385930119082332 8.4854932251037081 15.06705161987338 leaf_count=1915 481 209 228 internal_value=0 -2.89899e-05 0.000142918 internal_weight=0 142.258 69.453 internal_count=2833 2124 709 is_linear=0 shrinkage=0.000439788 Tree=4199 num_leaves=4 num_cat=0 split_feature=1 158 39 split_gain=6.02177 8.82777 5.60419 threshold=0.10100500000000003 0.084965000000000027 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020739163067853877 0.0035844477386361702 -0.023697594163203037 0.019349759941690359 leaf_weight=130.62743157181831 53.237830083235167 8.2439268844318558 14.399915803107431 leaf_count=1915 481 209 228 internal_value=0 -0.00121476 0.00694536 internal_weight=0 138.871 67.6377 internal_count=2833 2124 709 is_linear=0 shrinkage=0.0224292 Tree=4200 num_leaves=3 num_cat=0 split_feature=151 43 split_gain=7.16383 5.68633 threshold=0.087785000000000016 -0.06705499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.3640717369770662e-05 0.0002911003155140555 -8.2911770890879024e-05 leaf_weight=72.880692743739928 15.176646059844641 116.71209642040776 leaf_count=1210 96 1545 internal_value=0 -2.27306e-05 internal_weight=0 189.593 internal_count=2851 2755 is_linear=0 shrinkage=0.000439788 Tree=4201 num_leaves=3 num_cat=0 split_feature=151 43 split_gain=7.04014 6.08251 threshold=0.087785000000000016 -0.06705499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0040303948904865366 0.014874748277470559 -0.0043188185324071933 leaf_weight=71.217342035728507 14.951707810163496 114.35206396075955 leaf_count=1210 96 1545 internal_value=0 -0.00111449 internal_weight=0 185.569 internal_count=2851 2755 is_linear=0 shrinkage=0.0224292 Tree=4202 num_leaves=3 num_cat=0 split_feature=151 43 split_gain=6.74097 5.81184 threshold=0.087785000000000016 -0.06705499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0039379354930353105 0.014570793206354647 -0.0042221444838688371 leaf_weight=71.25463603490789 14.921997114084659 114.34731480236223 leaf_count=1210 96 1545 internal_value=0 -0.00108932 internal_weight=0 185.602 internal_count=2851 2755 is_linear=0 shrinkage=0.0224292 Tree=4203 num_leaves=4 num_cat=0 split_feature=1456 151 1 split_gain=6.63209 6.85087 0.68252 threshold=-1.0000000180025095e-35 0.087785000000000016 0.099705000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049487779467009894 -5.8742658372357363e-06 0.00030570966259610232 -0.00017917045711744292 leaf_weight=5.2812001678539664 183.69693124934565 14.724750191206111 1.8055563909001646 leaf_count=237 2492 93 29 internal_value=0 1.72754e-05 -0.00041514 internal_weight=0 198.422 7.08676 internal_count=2851 2585 266 is_linear=0 shrinkage=0.000439788 Tree=4204 num_leaves=4 num_cat=0 split_feature=403 0 151 split_gain=6.24624 11.6877 5.80152 threshold=0.085685000000000011 -0.084184999999999996 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021600184144646107 -0.00981309030990659 0.028626859509007896 0.013240789674141424 leaf_weight=176.06284118049371 6.6138784345821504 9.9406311013735813 13.210568102076648 leaf_count=2510 136 134 91 internal_value=0 0.0132757 -0.00108387 internal_weight=0 16.5545 189.273 internal_count=2871 270 2601 is_linear=0 shrinkage=0.0224292 Tree=4205 num_leaves=4 num_cat=0 split_feature=403 0 151 split_gain=5.95627 11.089 5.54825 threshold=0.085685000000000011 -0.084184999999999996 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021115951435952364 -0.0096327185031609506 0.027808152465691901 0.012955101299783122 leaf_weight=176.06128044670913 6.5872627329081324 10.003609806532038 13.19960021600127 leaf_count=2510 136 134 91 internal_value=0 0.0129486 -0.0010596 internal_weight=0 16.5909 189.261 internal_count=2871 270 2601 is_linear=0 shrinkage=0.0224292 Tree=4206 num_leaves=4 num_cat=0 split_feature=1213 403 51 split_gain=5.61451 9.59917 5.75667 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039656274670665906 -2.9159911515427532e-06 0.00045282176065194367 -0.00046811426263958613 leaf_weight=1.7934112293878559 190.29165023819951 9.3605558103299682 8.4099213404115272 leaf_count=18 2319 116 418 internal_value=0 1.84922e-05 -0.000315676 internal_weight=0 199.652 10.2033 internal_count=2871 2435 436 is_linear=0 shrinkage=0.000439788 Tree=4207 num_leaves=4 num_cat=0 split_feature=403 0 151 split_gain=5.66447 10.5149 5.30506 threshold=0.085685000000000011 -0.084184999999999996 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020614657781377601 -0.0094611010057917867 0.026987256997729074 0.01267529556277551 leaf_weight=176.12442364050366 6.5643944522598785 10.0711089692777 13.19159305654466 leaf_count=2510 136 134 91 internal_value=0 0.0126103 -0.00103343 internal_weight=0 16.6355 189.316 internal_count=2871 270 2601 is_linear=0 shrinkage=0.0224292 Tree=4208 num_leaves=4 num_cat=0 split_feature=1456 156 1 split_gain=7.16219 7.35014 0.489831 threshold=-1.0000000180025095e-35 0.091280000000000014 0.10495000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004929890984104381 4.4021361378236354e-05 -0.00029716462093076361 -0.000227991509606699 leaf_weight=5.3142984698351929 185.71416201459942 13.052894844440742 1.8755596769042311 leaf_count=244 2348 227 28 internal_value=0 2.15895e-05 -0.000424648 internal_weight=0 198.767 7.18986 internal_count=2847 2575 272 is_linear=0 shrinkage=0.000439788 Tree=4209 num_leaves=4 num_cat=0 split_feature=1456 156 160 split_gain=7.04897 7.3487 0.670719 threshold=-1.0000000180025095e-35 0.091280000000000014 0.059580000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051794175220585084 1.4071524848432972e-05 -0.00032489038572866568 -0.00021769818111718801 leaf_weight=5.5949279905471476 185.98771784466226 13.233044842723755 1.9906585839344186 leaf_count=211 2348 227 61 internal_value=0 -8.47266e-06 -0.000439894 internal_weight=0 199.221 7.58559 internal_count=2847 2575 272 is_linear=0 shrinkage=0.000439788 Tree=4210 num_leaves=4 num_cat=0 split_feature=1456 156 160 split_gain=7.22044 7.50258 0.756069 threshold=-1.0000000180025095e-35 0.091280000000000014 0.059580000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051347566997711393 4.4237060040663708e-05 -0.00029853546241148215 -0.00018904199621515356 leaf_weight=5.2446936939959405 186.42795971501619 13.207700050377751 1.9297733932035042 leaf_count=211 2348 227 61 internal_value=0 2.15332e-05 -0.000426944 internal_weight=0 199.636 7.17447 internal_count=2847 2575 272 is_linear=0 shrinkage=0.000439788 Tree=4211 num_leaves=4 num_cat=0 split_feature=1456 156 160 split_gain=7.31483 7.53665 0.74459 threshold=-1.0000000180025095e-35 0.091280000000000014 0.059580000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051365618760194649 4.5129085513215054e-05 -0.00029977388098749799 -0.00019313475509444121 leaf_weight=5.2683897051610975 185.27136620593956 13.10260386043228 1.9518027704907579 leaf_count=211 2348 227 61 internal_value=0 2.23216e-05 -0.000427749 internal_weight=0 198.374 7.22019 internal_count=2847 2575 272 is_linear=0 shrinkage=0.000439788 Tree=4212 num_leaves=4 num_cat=0 split_feature=160 11 15 split_gain=6.37111 5.74647 0.0812777 threshold=-0.40187499999999993 0.088160000000000002 -0.072424999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01937016156957292 0.0021025757151582392 -0.016508980152550323 -0.026278666247736098 leaf_weight=1.5673372365417888 191.36777054300182 8.7072551593882945 3.4670073497545664 leaf_count=73 2544 106 138 internal_value=0 0.0012911 -0.0242092 internal_weight=0 200.075 5.03434 internal_count=2861 2650 211 is_linear=0 shrinkage=0.0224292 Tree=4213 num_leaves=4 num_cat=0 split_feature=160 11 52 split_gain=6.41793 5.79128 0.0984555 threshold=-0.40187499999999993 0.088160000000000002 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037254475550977311 3.8458542598631441e-05 -0.00032496382149520742 -0.00051680221276841824 leaf_weight=1.6140827379422251 195.52308245073073 8.846329184714703 3.5426205466355896 leaf_count=90 2544 106 121 internal_value=0 2.26986e-05 -0.000473189 internal_weight=0 204.369 5.1567 internal_count=2861 2650 211 is_linear=0 shrinkage=0.000439788 Tree=4214 num_leaves=4 num_cat=0 split_feature=160 14 52 split_gain=6.70733 5.75716 0.0921531 threshold=-0.40187499999999993 0.077685000000000018 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037884279761897467 3.9572573734854486e-05 -0.00040180162089627441 -0.00051864306327314828 leaf_weight=1.6300393012352277 197.42772984947078 5.8672447161516166 3.6019584754685638 leaf_count=90 2564 86 121 internal_value=0 2.67977e-05 -0.000476624 internal_weight=0 203.295 5.232 internal_count=2861 2650 211 is_linear=0 shrinkage=0.000439788 Tree=4215 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=5.56532 5.75845 threshold=0.077685000000000018 -0.077294999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011529978966897657 -0.020689756963353605 -0.00013312471783686111 leaf_weight=24.227988776285201 5.9519065512577063 174.99606178421527 leaf_count=337 98 2426 internal_value=0 0.00128621 internal_weight=0 199.224 internal_count=2861 2763 is_linear=0 shrinkage=0.0224292 Tree=4216 num_leaves=3 num_cat=0 split_feature=448 1374 split_gain=4.6696 5.3067 threshold=-0.082054999999999989 0.088035000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040574259828647847 3.109301819111613e-05 -0.00036333901430618125 leaf_weight=5.1392681486904612 197.73078348353738 6.8059636401012531 leaf_count=56 2665 73 internal_value=0 1.79356e-05 internal_weight=0 204.537 internal_count=2794 2738 is_linear=0 shrinkage=0.000439788 Tree=4217 num_leaves=4 num_cat=0 split_feature=130 43 123 split_gain=4.63146 6.04074 3.30432 threshold=0.085970000000000005 -0.51323999999999992 0.086155000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00048079035908563404 -0.00047696191759282353 9.7482157337102764e-06 0.00015297582419574422 leaf_weight=5.3916963278315952 6.1351830745552416 196.45526399434311 2.1709247697144747 leaf_count=26 291 2465 12 internal_value=0 2.23749e-05 -0.000312345 internal_weight=0 201.847 8.30611 internal_count=2794 2491 303 is_linear=0 shrinkage=0.000439788 Tree=4218 num_leaves=3 num_cat=0 split_feature=448 1374 split_gain=4.67394 5.55077 threshold=-0.082054999999999989 0.088035000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040534238417047516 3.3057334020144489e-05 -0.00037057140355708097 leaf_weight=5.1149732843041411 196.68105571335764 6.7992456960491827 leaf_count=56 2665 73 internal_value=0 1.95367e-05 internal_weight=0 203.48 internal_count=2794 2738 is_linear=0 shrinkage=0.000439788 Tree=4219 num_leaves=3 num_cat=0 split_feature=448 1374 split_gain=4.71285 5.34527 threshold=-0.082054999999999989 0.088035000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040723880965523905 3.268787364532362e-05 -0.00036321113675337631 leaf_weight=5.1141883302479973 196.93176070283516 6.805642894934862 leaf_count=56 2665 73 internal_value=0 1.94305e-05 internal_weight=0 203.737 internal_count=2794 2738 is_linear=0 shrinkage=0.000439788 Tree=4220 num_leaves=3 num_cat=0 split_feature=1365 1213 split_gain=6.33864 6.08673 threshold=1.0000000180025095e-35 -0.082704999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047423326005307099 -0.00046382501289272396 4.3634015210918363e-05 leaf_weight=4.4692084462731136 5.0868110777810207 199.94942514321883 leaf_count=273 63 2556 internal_value=0 3.22686e-05 internal_weight=0 204.419 internal_count=2892 2829 is_linear=0 shrinkage=0.000439788 Tree=4221 num_leaves=3 num_cat=0 split_feature=1365 1213 split_gain=6.44298 5.95339 threshold=1.0000000180025095e-35 -0.082704999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024192646704964554 -0.023940056263755897 0.0022667447125242 leaf_weight=4.3537994851358226 5.0378965043928465 197.11641035339562 leaf_count=273 63 2556 internal_value=0 0.00169272 internal_weight=0 201.47 internal_count=2892 2829 is_linear=0 shrinkage=0.0224292 Tree=4222 num_leaves=3 num_cat=0 split_feature=1365 1213 split_gain=6.19807 5.79631 threshold=1.0000000180025095e-35 -0.082704999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024163587697285993 -0.02357199504497922 0.0022158632439446997 leaf_weight=4.262319113011471 5.0025017033331087 197.12038390334055 leaf_count=273 63 2556 internal_value=0 0.0016553 internal_weight=0 201.383 internal_count=2892 2829 is_linear=0 shrinkage=0.0224292 Tree=4223 num_leaves=3 num_cat=0 split_feature=1365 155 split_gain=5.96166 5.62103 threshold=1.0000000180025095e-35 0.098655000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022248807453587095 -0.023205991299549571 -0.021545373462904811 leaf_weight=196.18050125360605 4.9681227388791731 5.1166808913112609 leaf_count=2684 63 145 internal_value=0 0.00161869 internal_weight=0 201.297 internal_count=2892 2829 is_linear=0 shrinkage=0.0224292 Tree=4224 num_leaves=4 num_cat=0 split_feature=15 1348 14 split_gain=6.46267 7.74347 1.9876 threshold=-0.24436499999999997 0.084620000000000015 -0.46637499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.5197010629124353e-07 -7.5438898559379916e-05 0.00035479325343111426 0.00036083806988183929 leaf_weight=4.1883459130767724 184.21729613770731 8.4442291148006898 9.8104278638493252 leaf_count=47 2600 63 192 internal_value=0 -5.65488e-05 0.000252739 internal_weight=0 192.662 13.9988 internal_count=2902 2663 239 is_linear=0 shrinkage=0.000439788 Tree=4225 num_leaves=4 num_cat=0 split_feature=15 1348 14 split_gain=6.02026 7.57774 1.94993 threshold=-0.24436499999999997 0.084620000000000015 -0.46637499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031622356902152339 -0.0038441447197639592 0.01806296562627414 0.018182733794973632 leaf_weight=4.1094269582536063 179.91147406266828 8.2913636513985676 9.4533243462210503 leaf_count=47 2600 63 192 internal_value=0 -0.00287728 0.0125851 internal_weight=0 188.203 13.5628 internal_count=2902 2663 239 is_linear=0 shrinkage=0.0224292 Tree=4226 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=5.79449 7.34873 1.90721 threshold=-0.24436499999999997 -0.18995499999999996 -0.46637499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030911581596988996 -0.029639748076027261 -0.0020818381590429775 0.018023161702263365 leaf_weight=4.110060936654917 4.9820452666608608 183.07415953779127 9.3247411303454992 leaf_count=47 74 2589 192 internal_value=0 -0.00281485 0.0124224 internal_weight=0 188.056 13.4348 internal_count=2902 2663 239 is_linear=0 shrinkage=0.0224292 Tree=4227 num_leaves=4 num_cat=0 split_feature=15 1348 14 split_gain=5.57574 7.27263 1.86489 threshold=-0.24436499999999997 0.084620000000000015 -0.46637499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030216864287589392 -0.0036963138401215111 0.017845996014655276 0.017862327911818222 leaf_weight=4.1106807288015252 179.8064286478475 8.2265177669469249 9.1992674750508723 leaf_count=47 2600 63 192 internal_value=0 -0.00275211 0.01226 internal_weight=0 188.033 13.3099 internal_count=2902 2663 239 is_linear=0 shrinkage=0.0224292 Tree=4228 num_leaves=4 num_cat=0 split_feature=160 47 52 split_gain=6.48939 5.9337 0.0811807 threshold=-0.40187499999999993 0.13206500000000002 0.40342500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038646127436945548 2.4642020265874223e-05 -0.00040334358536395801 -0.00051411973224185217 leaf_weight=1.8164529348141503 195.24545189473429 6.4541170364245763 3.6638267693633679 leaf_count=94 2617 52 129 internal_value=0 1.09102e-05 -0.000473296 internal_weight=0 201.7 5.48028 internal_count=2892 2669 223 is_linear=0 shrinkage=0.000439788 Tree=4229 num_leaves=3 num_cat=0 split_feature=44 47 split_gain=6.12042 7.91353 threshold=1.0000000180025095e-35 0.13206500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.3003258876438779e-05 -0.00047004036590804195 -0.00052656804795246312 leaf_weight=196.01946896815207 5.2797433640807858 5.18307951837778 leaf_count=2793 53 46 internal_value=0 8.79741e-06 internal_weight=0 201.203 internal_count=2892 2839 is_linear=0 shrinkage=0.000439788 Tree=4230 num_leaves=3 num_cat=0 split_feature=44 47 split_gain=6.3495 7.97055 threshold=1.0000000180025095e-35 0.13206500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011598542662825655 -0.024634627370749479 -0.027136359612691403 leaf_weight=193.08262244048819 5.200909288134425 5.1221920782700172 leaf_count=2793 53 46 internal_value=0 0.000426054 internal_weight=0 198.205 internal_count=2892 2839 is_linear=0 shrinkage=0.0224292 Tree=4231 num_leaves=4 num_cat=0 split_feature=160 42 15 split_gain=6.15423 6.16282 0.0911045 threshold=-0.40187499999999993 -0.11244999999999998 -0.071954999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003707253479141727 -0.00039669560421260044 2.45646751225485e-05 -0.00050832510384536623 leaf_weight=1.6474916673614641 6.9360482036136082 196.04488751845201 3.6922730230144216 leaf_count=84 142 2527 139 internal_value=0 1.01339e-05 -0.000467343 internal_weight=0 202.981 5.33976 internal_count=2892 2669 223 is_linear=0 shrinkage=0.000439788 Tree=4232 num_leaves=4 num_cat=0 split_feature=1212 11 42 split_gain=5.82593 5.93973 0.135634 threshold=0.087330000000000005 0.08184000000000001 -0.065199999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.608465898838948e-05 -0.00032146966053064028 -0.0002778399684785467 -0.00048840778460108023 leaf_weight=185.28599384364497 1.4554741897736674 12.421012419625184 3.9680881057865909 leaf_count=2463 88 156 161 internal_value=0 1.63373e-05 -0.000444893 internal_weight=0 197.707 5.42356 internal_count=2868 2619 249 is_linear=0 shrinkage=0.000439788 Tree=4233 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=5.79145 9.49376 5.72481 threshold=0.08184000000000001 -0.12032499999999997 0.3180650000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0150814924131824 -0.029125085414209696 -0.00061818210828576978 0.0014359804116829676 leaf_weight=21.941993213258684 6.4779348940355685 164.66096292232396 5.8658340983092785 leaf_count=155 119 2554 40 internal_value=0 0.00122924 -0.0146225 internal_weight=0 186.603 12.3438 internal_count=2868 2709 159 is_linear=0 shrinkage=0.0224292 Tree=4234 num_leaves=4 num_cat=0 split_feature=52 51 52 split_gain=5.71013 8.59434 5.41953 threshold=-0.047784999999999987 -1.0000000180025095e-35 -0.090139999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6305432933482031e-06 -0.00037483104313128609 -1.2837852525510575e-05 0.0002407389831740405 leaf_weight=45.208826281304937 14.297162680770269 111.35953489108942 30.822893087286502 leaf_count=593 253 1748 274 internal_value=0 -5.4076e-05 9.86001e-05 internal_weight=0 125.657 76.0317 internal_count=2868 2001 867 is_linear=0 shrinkage=0.000439788 Tree=4235 num_leaves=4 num_cat=0 split_feature=52 51 52 split_gain=5.61149 8.65074 5.24225 threshold=-0.047784999999999987 -1.0000000180025095e-35 -0.090139999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018104967804847706 -0.019224512909088352 -0.00056746727310685093 0.012264993246686309 leaf_weight=44.512534516863525 14.090495933167402 109.7748649037967 30.373009663657285 leaf_count=593 253 1748 274 internal_value=0 -0.00269246 0.00508408 internal_weight=0 123.865 74.8855 internal_count=2868 2001 867 is_linear=0 shrinkage=0.0224292 Tree=4236 num_leaves=4 num_cat=0 split_feature=376 51 39 split_gain=7.13007 7.47141 1.915 threshold=1.0000000180025095e-35 0.11355500000000002 0.087690000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035556721543213968 0.0074131691889725545 -0.017765594360062639 0.025047790621269141 leaf_weight=169.8479474139167 6.4595977892167848 13.357895007357 5.9746511473786086 leaf_count=2474 66 191 80 internal_value=0 -0.00162669 0.015912 internal_weight=0 183.206 12.4342 internal_count=2811 2665 146 is_linear=0 shrinkage=0.0224292 Tree=4237 num_leaves=4 num_cat=0 split_feature=376 51 39 split_gain=7.57218 6.80589 1.8072 threshold=1.0000000180025095e-35 0.11355500000000002 0.087690000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4978000704989928e-06 0.00015806062110730552 -0.00033137083517851672 0.00048883363141004788 leaf_weight=172.69818539865082 6.6898890533484501 13.604359257777103 6.1440059420419857 leaf_count=2474 66 191 80 internal_value=0 -3.21065e-05 0.000316903 internal_weight=0 186.303 12.8339 internal_count=2811 2665 146 is_linear=0 shrinkage=0.000439788 Tree=4238 num_leaves=4 num_cat=0 split_feature=376 51 39 split_gain=6.8758 7.11691 1.87874 threshold=1.0000000180025095e-35 0.11355500000000002 0.087690000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034907825171907365 0.0072877821813126034 -0.01732750192147434 0.024827298767717484 leaf_weight=169.89805215277011 6.4395162542350572 13.380625997597233 5.8962791849626228 leaf_count=2474 66 191 80 internal_value=0 -0.0015903 0.0156968 internal_weight=0 183.279 12.3358 internal_count=2811 2665 146 is_linear=0 shrinkage=0.0224292 Tree=4239 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=6.90242 20.5182 9.13108 threshold=0.077020000000000019 -0.084804999999999978 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040473871691499549 8.8330341082416437e-05 7.4644752933385045e-05 -0.0003306179263350698 leaf_weight=28.821577178343432 117.52064950461499 43.026643810328096 10.985386328888124 leaf_count=680 1139 759 233 internal_value=0 -0.000117714 5.24726e-05 internal_weight=0 71.8482 128.506 internal_count=2811 1439 1372 is_linear=0 shrinkage=0.000439788 Tree=4240 num_leaves=3 num_cat=0 split_feature=44 48 split_gain=5.94456 7.18257 threshold=1.0000000180025095e-35 0.13342000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019545055697416614 -0.023720323631713926 -0.018541741544862361 leaf_weight=188.85155581281288 4.9899306152947238 8.9925514778587949 leaf_count=2752 51 69 internal_value=0 0.0010212 internal_weight=0 197.844 internal_count=2872 2821 is_linear=0 shrinkage=0.0224292 Tree=4241 num_leaves=3 num_cat=0 split_feature=44 48 split_gain=5.68163 6.8633 threshold=1.0000000180025095e-35 0.13342000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019104587513133816 -0.023189666934971136 -0.018123153590307105 leaf_weight=188.87240750875208 4.9900722377933553 8.9943182612769288 leaf_count=2752 51 69 internal_value=0 0.000998141 internal_weight=0 197.867 internal_count=2872 2821 is_linear=0 shrinkage=0.0224292 Tree=4242 num_leaves=3 num_cat=0 split_feature=44 48 split_gain=5.42957 6.55804 threshold=1.0000000180025095e-35 0.13342000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018674075467418826 -0.022667539237526499 -0.017713414643696544 leaf_weight=188.89293711657228 4.9909439156763247 8.9963873222004604 leaf_count=2752 51 69 internal_value=0 0.000975607 internal_weight=0 197.889 internal_count=2872 2821 is_linear=0 shrinkage=0.0224292 Tree=4243 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=5.18801 5.89296 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029353054291334104 -0.022154110688334575 0.023646458809557042 leaf_weight=192.33686537583708 4.9924994725733987 5.5750267184339455 leaf_count=2725 51 96 internal_value=0 0.000953582 internal_weight=0 197.912 internal_count=2872 2821 is_linear=0 shrinkage=0.0224292 Tree=4244 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=5.00972 8.57457 threshold=-0.40941499999999992 -0.097334999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024959930276085455 0.021356805362022214 -0.0018446640297582547 leaf_weight=4.417873212369158 8.3493270780891162 188.81057096882432 leaf_count=60 41 2788 internal_value=0 -0.000860155 internal_weight=0 197.16 internal_count=2889 2829 is_linear=0 shrinkage=0.0224292 Tree=4245 num_leaves=3 num_cat=0 split_feature=1186 39 split_gain=4.75565 5.60622 threshold=0.085080000000000003 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0035489168880903127 0.017839764605114588 0.0072196170106894799 leaf_weight=166.73799183600931 6.2684480869211248 28.455884424853139 leaf_count=2477 58 354 internal_value=0 -0.0019785 internal_weight=0 195.194 internal_count=2889 2831 is_linear=0 shrinkage=0.0224292 Tree=4246 num_leaves=4 num_cat=0 split_feature=1 454 2 split_gain=5.21343 6.82883 5.40451 threshold=0.10100500000000003 1.0000000180025095e-35 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7923601970380407e-05 3.1419688427483739e-05 0.00036760080067061368 0.00044386545739910047 leaf_weight=130.07742859772407 62.566058928496204 6.375672652386128 6.7954672652995205 leaf_count=2125 643 23 98 internal_value=0 -7.61239e-05 7.19387e-05 internal_weight=0 136.453 69.3615 internal_count=2889 2148 741 is_linear=0 shrinkage=0.000439788 Tree=4247 num_leaves=4 num_cat=0 split_feature=1 454 2 split_gain=5.07199 6.71901 5.34429 threshold=0.10100500000000003 1.0000000180025095e-35 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.6762525681554377e-05 3.1062767383567242e-05 0.00036559589487652534 0.00044294393353816919 leaf_weight=129.3698679372028 62.192173024988733 6.3601928050629786 6.7362076678546137 leaf_count=2125 643 23 98 internal_value=0 -7.50484e-05 7.14264e-05 internal_weight=0 135.73 68.9284 internal_count=2889 2148 741 is_linear=0 shrinkage=0.000439788 Tree=4248 num_leaves=3 num_cat=0 split_feature=48 131 split_gain=6.64769 6.77333 threshold=-0.095559999999999992 0.082180000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024508642248101554 0.0030090276809956653 -0.010922318673185999 leaf_weight=5.0040487069636574 176.38653127898579 19.478421082778368 leaf_count=41 2354 461 internal_value=0 0.00162265 internal_weight=0 195.865 internal_count=2856 2815 is_linear=0 shrinkage=0.0224292 Tree=4249 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=6.62265 11.8112 9.22087 threshold=-0.10107999999999999 -0.084804999999999978 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5359983228635042e-05 -0.00031536779524387969 2.3450154642075066e-05 0.00048053403447258935 leaf_weight=74.222173706162721 25.247983821143862 93.671818343631458 11.360245907679198 leaf_count=539 692 1572 53 internal_value=0 -4.85237e-05 0.000111892 internal_weight=0 118.92 85.5824 internal_count=2856 2264 592 is_linear=0 shrinkage=0.000439788 Tree=4250 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=6.28701 7.504 threshold=-0.095559999999999992 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046403354866514579 1.5124772540606301e-05 0.00048786041615007274 leaf_weight=5.0685103368014088 192.8137117363367 6.7018147225026032 leaf_count=41 2764 51 internal_value=0 3.10493e-05 internal_weight=0 199.516 internal_count=2856 2815 is_linear=0 shrinkage=0.000439788 Tree=4251 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=6.34415 7.46997 threshold=-0.095559999999999992 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023937924733570707 0.00076473044311920044 0.024956913238272805 leaf_weight=5.0057859243825069 189.2962022988504 6.6273263953626147 leaf_count=41 2764 51 internal_value=0 0.00158541 internal_weight=0 195.924 internal_count=2856 2815 is_linear=0 shrinkage=0.0224292 Tree=4252 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=6.61966 6.72101 threshold=0.088315000000000018 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0018841639026754282 -0.019267293648598464 0.0071159451639087488 leaf_weight=130.73335121612763 8.4549337290227395 61.297319042030722 leaf_count=2086 105 647 internal_value=0 0.000989146 internal_weight=0 192.031 internal_count=2838 2733 is_linear=0 shrinkage=0.0224292 Tree=4253 num_leaves=3 num_cat=0 split_feature=11 130 split_gain=6.33146 6.49827 threshold=0.088315000000000018 -0.0015749999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013039955074013669 -0.018849635714087157 0.002184522756931821 leaf_weight=15.309735025046391 8.4489267199533042 176.49814506998518 leaf_count=269 105 2464 internal_value=0 0.000968157 internal_weight=0 191.808 internal_count=2838 2733 is_linear=0 shrinkage=0.0224292 Tree=4254 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=6.11949 9.86487 3.78923 threshold=0.12700000000000003 0.10852500000000001 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9843758987888461e-06 0.019561876510074429 -0.024355019523940851 -0.00032887762129729978 leaf_weight=171.22334243557998 12.349643589928748 8.775686781271359 7.8915535318665198 leaf_count=2388 207 187 56 internal_value=0 -0.00118798 0.0118139 internal_weight=0 179.999 20.2412 internal_count=2838 2575 263 is_linear=0 shrinkage=0.0224292 Tree=4255 num_leaves=4 num_cat=0 split_feature=42 0 48 split_gain=6.14998 11.7196 6.60096 threshold=-1.0000000180025095e-35 -0.080229999999999982 -0.095559999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004557163976424017 -0.00042617160467419064 8.6510460473963494e-05 5.1185641272042445e-05 leaf_weight=15.039701646863252 5.7792268712073556 15.787324667035135 166.25459710299037 leaf_count=476 48 302 2012 internal_value=0 -0.000178146 3.5104e-05 internal_weight=0 30.827 172.034 internal_count=2838 778 2060 is_linear=0 shrinkage=0.000439788 Tree=4256 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=7.53012 10.7217 6.40467 threshold=1.0000000180025095e-35 0.024745000000000003 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011435450673242569 0.0016085264004215138 0.0096056627407835552 0.023891996319561279 leaf_weight=51.488079833317897 120.59741443407256 15.941483590286223 6.8388865715824059 leaf_count=1356 1297 65 99 internal_value=0 -0.00645967 0.00280777 internal_weight=0 67.4296 127.436 internal_count=2817 1421 1396 is_linear=0 shrinkage=0.0224292 Tree=4257 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=7.23099 10.311 6.4102 threshold=1.0000000180025095e-35 0.024745000000000003 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011255293241812903 0.0011963430805822281 0.0094184436809227716 0.019071469373126513 leaf_weight=51.143140087806387 116.25205100770108 15.894619733095167 11.033327877987174 leaf_count=1356 1254 65 142 internal_value=0 -0.00635227 0.00274842 internal_weight=0 67.0378 127.285 internal_count=2817 1421 1396 is_linear=0 shrinkage=0.0224292 Tree=4258 num_leaves=4 num_cat=0 split_feature=1 0 2 split_gain=6.94232 9.91506 6.28835 threshold=1.0000000180025095e-35 0.024745000000000003 0.14780500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011076858038056503 0.0015121123083655253 0.0092344060363543611 0.023823561592012286 leaf_weight=50.805575006219442 120.49703395622782 15.848690200131385 6.6898728366941205 leaf_count=1356 1297 65 99 internal_value=0 -0.00624609 0.00268907 internal_weight=0 66.6543 127.187 internal_count=2817 1421 1396 is_linear=0 shrinkage=0.0224292 Tree=4259 num_leaves=4 num_cat=0 split_feature=1 4 150 split_gain=7.56216 10.0853 6.08124 threshold=0.094655000000000017 -0.076329999999999995 0.075065000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7167788070586288e-05 2.7833238968649081e-05 -0.00018309267346997165 0.00031642510758373663 leaf_weight=47.961643269460183 58.625485595548525 72.022044674755307 18.58687650389038 leaf_count=815 663 1141 198 internal_value=0 -7.90618e-05 9.73653e-05 internal_weight=0 119.984 77.2124 internal_count=2817 1956 861 is_linear=0 shrinkage=0.000439788 Tree=4260 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=6.41665 5.15867 threshold=0.085550000000000015 0.09450500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.7451999934377979e-05 -0.00043442788789238888 0.00011281055452581699 leaf_weight=116.23318033623218 6.1991470996290436 71.26991100795567 leaf_count=1935 58 805 internal_value=0 1.96685e-05 internal_weight=0 187.503 internal_count=2798 2740 is_linear=0 shrinkage=0.000439788 Tree=4261 num_leaves=4 num_cat=0 split_feature=3 43 4 split_gain=6.02072 6.65137 2.5153 threshold=0.15360000000000004 -0.074359999999999996 -0.00013999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8806573010807305e-05 0.00048485014644276411 -9.1753747337524385e-05 0.00011477723238473269 leaf_weight=76.643297971269931 6.2501870533451429 104.48913505929522 8.2335957934847084 leaf_count=1110 40 1549 99 internal_value=0 -1.95832e-05 0.000274903 internal_weight=0 181.132 14.4838 internal_count=2798 2659 139 is_linear=0 shrinkage=0.000439788 Tree=4262 num_leaves=3 num_cat=0 split_feature=1373 150 split_gain=6.63612 4.93289 threshold=0.089075000000000001 0.082085000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010238244393527794 -0.026429787983545613 0.0078788780372297963 leaf_weight=145.70473215676611 4.5645681638270608 39.859688302036375 leaf_count=2413 40 345 internal_value=0 0.000889111 internal_weight=0 185.564 internal_count=2798 2758 is_linear=0 shrinkage=0.0224292 Tree=4263 num_leaves=3 num_cat=0 split_feature=1373 33 split_gain=6.32162 4.60355 threshold=0.085550000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02109594120705725 -0.0221216045832218 0.0015448175194302969 leaf_weight=4.6156714051030567 6.1425764276646069 179.25734675605781 leaf_count=38 58 2702 internal_value=0 0.000974347 internal_weight=0 183.873 internal_count=2798 2740 is_linear=0 shrinkage=0.0224292 Tree=4264 num_leaves=4 num_cat=0 split_feature=43 48 48 split_gain=7.3819 11.201 10.1365 threshold=-0.074359999999999996 0.092265000000000014 0.086125000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9735615177233052e-05 3.3030838780013986e-05 0.0004899477976107741 -0.0002437376385960969 leaf_weight=62.91639541555196 90.616692729759961 13.577584300772285 35.647632163017988 leaf_count=982 1430 135 295 internal_value=0 0.000127975 -4.5133e-05 internal_weight=0 76.494 126.264 internal_count=2842 1117 1725 is_linear=0 shrinkage=0.000439788 Tree=4265 num_leaves=4 num_cat=0 split_feature=43 48 48 split_gain=7.27534 11.2847 9.7217 threshold=-0.074359999999999996 0.092265000000000014 0.086125000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9962510247317001e-05 3.358272081515737e-05 0.00048891076043523405 -0.00023618218103540123 leaf_weight=63.289510097296443 91.484310138301225 13.779941697255707 35.986571607529186 leaf_count=982 1430 135 295 internal_value=0 0.000128548 -4.25991e-05 internal_weight=0 77.0695 127.471 internal_count=2842 1117 1725 is_linear=0 shrinkage=0.000439788 Tree=4266 num_leaves=4 num_cat=0 split_feature=43 48 48 split_gain=7.69704 11.3173 10.6332 threshold=-0.074359999999999996 0.092265000000000014 0.086125000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027156479183625798 0.0017975304340475293 0.025490918989045548 -0.012760082268891656 leaf_weight=61.702965024334844 89.044334673526464 13.333351337467318 35.205713046714664 leaf_count=982 1430 135 295 internal_value=0 0.00676809 -0.00232863 internal_weight=0 75.0363 124.25 internal_count=2842 1117 1725 is_linear=0 shrinkage=0.0224292 Tree=4267 num_leaves=4 num_cat=0 split_feature=43 48 48 split_gain=7.35713 10.8692 10.1438 threshold=-0.074359999999999996 0.092265000000000014 0.086125000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0026536378014439441 0.0017571350501304176 0.025002828568937235 -0.012452909125419558 leaf_weight=61.728696831851266 89.048683540750062 13.289619272691196 35.264803644502535 leaf_count=982 1430 135 295 internal_value=0 0.00661819 -0.00227521 internal_weight=0 75.0183 124.313 internal_count=2842 1117 1725 is_linear=0 shrinkage=0.0224292 Tree=4268 num_leaves=4 num_cat=0 split_feature=13 403 15 split_gain=5.55056 7.39797 6.29216 threshold=-0.094744999999999982 -1.0000000180025095e-35 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7674205257816713e-05 -0.00034184911874381667 -3.3955345216154454e-06 0.00027357934598333701 leaf_weight=15.444452647003343 13.599749633518512 150.85465976540581 27.245084760710597 leaf_count=164 612 1823 197 internal_value=0 -3.14208e-05 0.000146523 internal_weight=0 164.454 42.6895 internal_count=2796 2435 361 is_linear=0 shrinkage=0.000439788 Tree=4269 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=5.84438 6.62496 6.14347 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021517494240513205 -0.015212343705739397 0.0022881782651323714 -0.025297009169439826 leaf_weight=1.707347795832902 11.569006473408079 178.59717296867166 7.7535104592097905 leaf_count=16 216 2151 413 internal_value=0 0.00122209 -0.0168223 internal_weight=0 190.166 9.46086 internal_count=2796 2367 429 is_linear=0 shrinkage=0.0224292 Tree=4270 num_leaves=4 num_cat=0 split_feature=1213 51 13 split_gain=5.67876 5.98684 5.04744 threshold=-1.0000000180025095e-35 -0.096089999999999981 -0.094744999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021125983041199996 0.0084224185084150281 -0.025251917544602716 -0.00065270269259509544 leaf_weight=1.7004175427136941 38.69346896186471 7.5949608731898461 151.43618429738854 leaf_count=16 319 413 2048 internal_value=0 -0.016742 0.00119484 internal_weight=0 9.29538 190.13 internal_count=2796 429 2367 is_linear=0 shrinkage=0.0224292 Tree=4271 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=5.51802 6.34294 5.83479 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020740632607800825 -0.014946183616071003 0.0022104224040875673 -0.025207147328700268 leaf_weight=1.6935953693464396 11.522511218878206 178.50651621130237 7.4395835056784545 leaf_count=16 216 2151 413 internal_value=0 0.00116873 -0.0166614 internal_weight=0 190.029 9.13318 internal_count=2796 2367 429 is_linear=0 shrinkage=0.0224292 Tree=4272 num_leaves=4 num_cat=0 split_feature=2 16 11 split_gain=7.19564 8.58071 7.42087 threshold=0.086635000000000004 -0.15317999999999996 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015254348958663465 5.3168392789226624e-05 -0.0002317577455042993 -0.00046410298071012887 leaf_weight=14.397998970234765 126.50900437765813 50.990907898056321 5.582674464560113 leaf_count=156 1575 1027 72 internal_value=0 -0.000147119 3.12427e-05 internal_weight=0 65.3889 132.092 internal_count=2830 1183 1647 is_linear=0 shrinkage=0.000439788 Tree=4273 num_leaves=4 num_cat=0 split_feature=2 16 11 split_gain=6.73557 8.59471 6.9932 threshold=0.086635000000000004 -0.15317999999999996 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0080000748314623289 0.0025335849131898278 -0.011838432932602444 -0.023406920166704589 leaf_weight=14.079787108814342 123.76442906873126 49.794996035605436 5.439660570351406 leaf_count=156 1575 1027 72 internal_value=0 -0.00746439 0.00143816 internal_weight=0 63.8748 129.204 internal_count=2830 1183 1647 is_linear=0 shrinkage=0.0224292 Tree=4274 num_leaves=4 num_cat=0 split_feature=2 16 11 split_gain=6.46045 8.24791 6.72719 threshold=0.086635000000000004 -0.15317999999999996 0.089270000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0078333139557349024 0.002477204188391239 -0.011621635186462712 -0.02305547198015195 leaf_weight=14.057666704989968 123.74285632930696 49.588922501192428 5.3994632532121605 leaf_count=156 1575 1027 72 internal_value=0 -0.00732355 0.00140643 internal_weight=0 63.6466 129.142 internal_count=2830 1183 1647 is_linear=0 shrinkage=0.0224292 Tree=4275 num_leaves=4 num_cat=0 split_feature=2 16 11 split_gain=6.19602 7.91436 6.69222 threshold=0.086635000000000004 -0.15317999999999996 0.089560000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076697068523040495 0.0024292420856028888 -0.011407687997459965 -0.023361402082787256 leaf_weight=14.036163912620394 123.82432142134348 49.388496673724148 5.2580791817745185 leaf_count=156 1578 1027 69 internal_value=0 -0.00718474 0.00137538 internal_weight=0 63.4247 129.082 internal_count=2830 1183 1647 is_linear=0 shrinkage=0.0224292 Tree=4276 num_leaves=4 num_cat=0 split_feature=376 49 52 split_gain=6.16329 5.23323 1.92782 threshold=0.048375000000000008 -0.44233499999999998 -0.085869999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022160123823221304 0.0044198288680977567 -0.0016259706765541402 0.02186240409226697 leaf_weight=4.7584864385426036 5.3598516331985593 178.77072600249085 7.8892255246173573 leaf_count=14 53 2678 107 internal_value=0 -0.00100701 0.0148226 internal_weight=0 183.529 13.2491 internal_count=2852 2692 160 is_linear=0 shrinkage=0.0224292 Tree=4277 num_leaves=3 num_cat=0 split_feature=51 394 split_gain=5.78872 5.68656 threshold=-0.41122499999999995 -0.084129999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028651142763286116 -0.021050144641530519 0.0012591864479673241 leaf_weight=3.4515374100883482 5.9107079067034638 187.30074705404695 leaf_count=103 134 2615 internal_value=0 0.000574689 internal_weight=0 193.211 internal_count=2852 2749 is_linear=0 shrinkage=0.0224292 Tree=4278 num_leaves=4 num_cat=0 split_feature=376 48 52 split_gain=6.21709 5.25664 1.79725 threshold=0.048375000000000008 -0.095559999999999992 -0.085869999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004503526425919136 9.3999157951429638e-05 -7.013204105859381e-06 0.00042194767230949555 leaf_weight=5.3056595269590607 5.4311488012317559 181.25597087627102 8.013005960499866 leaf_count=41 53 2651 107 internal_value=0 -1.96662e-05 0.000289785 internal_weight=0 186.562 13.4442 internal_count=2852 2692 160 is_linear=0 shrinkage=0.000439788 Tree=4279 num_leaves=4 num_cat=0 split_feature=376 15 52 split_gain=6.67414 5.21795 1.85855 threshold=0.048375000000000008 -0.24436499999999997 -0.085869999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025403496949644448 9.9231974641390394e-05 -4.1356102680432159e-05 0.0004300077342023377 leaf_weight=12.36403568589594 5.5312020615674546 175.34130042589095 8.1248682038858515 leaf_count=191 53 2501 107 internal_value=0 -2.1875e-05 0.000296357 internal_weight=0 187.705 13.6561 internal_count=2852 2692 160 is_linear=0 shrinkage=0.000439788 Tree=4280 num_leaves=4 num_cat=0 split_feature=42 1213 2 split_gain=8.69566 6.70413 2.53582 threshold=-0.11244999999999998 -1.0000000180025095e-35 0.079085000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.044355548982604381 -0.019388575504047684 0.0018139047918414174 -0.014705159779531123 leaf_weight=2.3462759363465002 7.8083610939211203 180.63082735706121 3.8349122615763918 leaf_count=24 392 2282 132 internal_value=0 0.000933462 -0.0260619 internal_weight=0 188.439 6.18119 internal_count=2830 2674 156 is_linear=0 shrinkage=0.0224292 Tree=4281 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=6.47772 8.40272 1.98578 threshold=-1.0000000180025095e-35 0.086000000000000007 -0.12877499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.698578270005594e-05 -6.1662059439161479e-06 0.00035783593835001681 -0.00048127789498277822 leaf_weight=1.4385291920043526 175.84080676842132 13.16654807992745 6.7048874069005233 leaf_count=21 2255 151 403 internal_value=0 1.92243e-05 -0.000380926 internal_weight=0 189.007 8.14342 internal_count=2830 2406 424 is_linear=0 shrinkage=0.000439788 Tree=4282 num_leaves=4 num_cat=0 split_feature=42 1213 2 split_gain=8.3549 6.48683 2.4244 threshold=-0.11244999999999998 -1.0000000180025095e-35 0.079085000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.043525310677743123 -0.019215104421879212 0.0017741528872819762 -0.014466405188150705 leaf_weight=2.337595264427363 7.7049769680015734 180.68383683532011 3.8121581593004521 leaf_count=24 392 2282 132 internal_value=0 0.000913846 -0.0256126 internal_weight=0 188.389 6.14975 internal_count=2830 2674 156 is_linear=0 shrinkage=0.0224292 Tree=4283 num_leaves=4 num_cat=0 split_feature=42 1213 2 split_gain=8.0517 6.56909 2.34095 threshold=-0.11244999999999998 -1.0000000180025095e-35 0.079085000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008336216988505241 -0.00037467477287472702 3.352380619272467e-05 -0.00027836860956826991 leaf_weight=2.3555189191829404 7.9339683857397167 184.95292320579756 3.932683669263497 leaf_count=24 392 2282 132 internal_value=0 1.66981e-05 -0.000488256 internal_weight=0 192.887 6.2882 internal_count=2830 2674 156 is_linear=0 shrinkage=0.000439788 Tree=4284 num_leaves=4 num_cat=0 split_feature=158 453 1 split_gain=6.97199 6.81006 5.92112 threshold=0.084965000000000027 1.0000000180025095e-35 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023909497587107837 -0.02682167576304096 -0.022289310018123704 0.0030424026308005564 leaf_weight=175.08924498646229 8.3308540791040269 5.7920878615695974 5.5604815301485351 leaf_count=2465 213 65 99 internal_value=0 0.00159838 -0.0148798 internal_weight=0 180.881 13.8913 internal_count=2842 2530 312 is_linear=0 shrinkage=0.0224292 Tree=4285 num_leaves=4 num_cat=0 split_feature=1429 158 157 split_gain=6.71381 7.12489 0.49807 threshold=-1.0000000180025095e-35 0.084965000000000027 -0.074904999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032993554200102745 4.5421599144655402e-05 -0.00027815401723488953 -0.0006126049428392343 leaf_weight=2.2465709661191795 181.14240812350181 14.173918436863458 2.8329973372165105 leaf_count=60 2388 311 83 internal_value=0 2.19151e-05 -0.000489291 internal_weight=0 195.316 5.07957 internal_count=2842 2699 143 is_linear=0 shrinkage=0.000439788 Tree=4286 num_leaves=4 num_cat=0 split_feature=158 1429 1 split_gain=6.71354 6.73561 5.79348 threshold=0.084965000000000027 -1.0000000180025095e-35 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024938944034252165 -0.026636152582485008 0.0022684265763585087 0.0029956677707225353 leaf_weight=4.6805292992648893 8.2029148465371673 176.28242299472913 5.5607406868366516 leaf_count=142 213 2388 99 internal_value=0 0.00156216 -0.0146768 internal_weight=0 180.963 13.7637 internal_count=2842 2530 312 is_linear=0 shrinkage=0.0224292 Tree=4287 num_leaves=4 num_cat=0 split_feature=158 1429 1 split_gain=6.46001 6.51691 5.73829 threshold=0.084965000000000027 -1.0000000180025095e-35 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048390231507187454 -0.0005174207439690128 4.2207958294178952e-05 5.7269795454828623e-05 leaf_weight=4.6541448127100002 8.1919974119518866 178.27412852438283 5.6827284845057866 leaf_count=142 213 2388 99 internal_value=0 2.87733e-05 -0.000282287 internal_weight=0 182.928 13.8747 internal_count=2842 2530 312 is_linear=0 shrinkage=0.000439788 Tree=4288 num_leaves=4 num_cat=0 split_feature=1456 11 16 split_gain=5.98993 6.39942 2.49258 threshold=-1.0000000180025095e-35 0.08776500000000001 -0.48897999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0073467483527734313 0.0025448013905992727 -0.016071387323796878 -0.025420242409893028 leaf_weight=1.4443858498707411 181.03161529195495 9.7728474321193044 5.9236846048152065 leaf_count=16 2444 115 265 internal_value=0 0.00158978 -0.0189944 internal_weight=0 190.804 7.36807 internal_count=2840 2559 281 is_linear=0 shrinkage=0.0224292 Tree=4289 num_leaves=3 num_cat=0 split_feature=483 15 split_gain=6.21575 6.01864 threshold=-0.06916499999999999 -0.089804999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025149904356524214 -0.0046076800851129855 0.0040106462970584721 leaf_weight=4.5166164414258665 58.339195015199948 135.19999533602095 leaf_count=180 718 1942 internal_value=0 0.0014126 internal_weight=0 193.539 internal_count=2840 2660 is_linear=0 shrinkage=0.0224292 Tree=4290 num_leaves=4 num_cat=0 split_feature=158 15 15 split_gain=5.71979 5.8353 0.289264 threshold=0.10709 -0.089804999999999982 -0.056079999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045185276831444139 -0.017053036316553177 0.0039793587896242771 -0.027929651946467807 leaf_weight=58.213357511151116 2.7106967442668974 134.62692152468662 2.5012697969796127 leaf_count=717 76 1961 86 internal_value=0 0.00141388 -0.0223557 internal_weight=0 192.84 5.21197 internal_count=2840 2678 162 is_linear=0 shrinkage=0.0224292 Tree=4291 num_leaves=3 num_cat=0 split_feature=483 38 split_gain=6.33195 5.06019 threshold=-0.06916499999999999 0.087760000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049190601263645977 3.7737385351325646e-05 -0.00036840510920911 leaf_weight=4.6652645658468819 194.41531068670156 6.1010652203112832 leaf_count=180 2603 57 internal_value=0 2.53459e-05 internal_weight=0 200.516 internal_count=2840 2660 is_linear=0 shrinkage=0.000439788 Tree=4292 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=7.54134 17.1691 4.01602 threshold=0.16377000000000003 0.14114500000000005 -0.23964999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2485501628459726e-05 -0.00043877132489173528 0.039370026280716751 -0.025601573004843618 leaf_weight=179.57458709244383 5.110530705220298 5.7099946308881036 8.4784952514455636 leaf_count=2525 180 25 171 internal_value=0 0.00114696 -0.0161523 internal_weight=0 185.285 13.589 internal_count=2901 2550 351 is_linear=0 shrinkage=0.0224292 Tree=4293 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=7.25181 16.5211 3.98399 threshold=0.16377000000000003 0.14114500000000005 -0.09547499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0860013238084317e-05 0.0040312325883182865 0.038740869192544561 -0.023324436298786302 leaf_weight=179.57418326818151 3.6712485676398492 5.673302447423338 9.8325665442389418 leaf_count=2525 56 25 295 internal_value=0 0.00112164 -0.0158921 internal_weight=0 185.247 13.5038 internal_count=2901 2550 351 is_linear=0 shrinkage=0.0224292 Tree=4294 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=7.04349 15.8952 3.92334 threshold=0.16377000000000003 0.14114500000000005 -0.09547499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1378646541484976e-07 7.7723674660323756e-05 0.00074156145919040452 -0.00044865643672225658 leaf_weight=184.84162704466144 3.7708198695909223 5.742470819503068 9.9378044661279983 leaf_count=2525 56 25 295 internal_value=0 2.22086e-05 -0.000303959 internal_weight=0 190.584 13.7086 internal_count=2901 2550 351 is_linear=0 shrinkage=0.000439788 Tree=4295 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=7.03722 15.8068 3.89221 threshold=0.16377000000000003 0.14114500000000005 -0.23964999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9585690770740966e-07 -4.3722444529608328e-06 0.00074244865921959389 -0.00048869357185766713 leaf_weight=182.46002310962649 5.1646948659035834 5.6884132195264092 8.4593391009839234 leaf_count=2525 180 25 171 internal_value=0 2.17482e-05 -0.000305357 internal_weight=0 188.148 13.624 internal_count=2901 2550 351 is_linear=0 shrinkage=0.000439788 Tree=4296 num_leaves=3 num_cat=0 split_feature=39 3 split_gain=7.16293 8.83296 threshold=-1.0000000180025095e-35 0.14813000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045225961925425703 -4.3332016656576202e-06 0.00035601581142922887 leaf_weight=6.3524066745303562 183.53435037979216 14.153559456812216 leaf_count=52 2676 135 internal_value=0 2.1498e-05 internal_weight=0 197.688 internal_count=2863 2811 is_linear=0 shrinkage=0.000439788 Tree=4297 num_leaves=3 num_cat=0 split_feature=39 484 split_gain=7.61964 8.6453 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024116462914205709 -0.016484035534760719 0.0023578937563598548 leaf_weight=6.219782718922942 13.130692729289875 179.14718441216974 leaf_count=52 434 2377 internal_value=0 0.00106967 internal_weight=0 192.278 internal_count=2863 2811 is_linear=0 shrinkage=0.0224292 Tree=4298 num_leaves=3 num_cat=0 split_feature=39 3 split_gain=7.28666 7.58266 threshold=-1.0000000180025095e-35 0.14813000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023590418308272559 -0.00017464071378304346 0.017304181704023456 leaf_weight=6.2163283959962419 178.78589955992356 13.404399711173026 leaf_count=52 2676 135 internal_value=0 0.00104603 internal_weight=0 192.19 internal_count=2863 2811 is_linear=0 shrinkage=0.0224292 Tree=4299 num_leaves=4 num_cat=0 split_feature=481 1 159 split_gain=5.8631 5.91233 0.899209 threshold=-0.029924999999999997 0.10100500000000003 -0.088249999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0062870241466335209 -0.0017896530973835849 0.0066010992696597061 -0.026725566187713944 leaf_weight=1.4485981002217156 129.74412005857448 62.620163913117722 4.4431323567696372 leaf_count=53 1893 695 222 internal_value=0 0.000942165 -0.0217369 internal_weight=0 192.364 5.89173 internal_count=2863 2588 275 is_linear=0 shrinkage=0.0224292 Tree=4300 num_leaves=3 num_cat=0 split_feature=33 14 split_gain=6.79407 6.61408 threshold=-0.007134999999999999 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049365784423277277 4.7620546817006376e-05 -0.00040883787590422784 leaf_weight=4.8281235792674115 194.9196042533149 6.320490524522028 leaf_count=43 2716 101 internal_value=0 3.32468e-05 internal_weight=0 201.24 internal_count=2860 2817 is_linear=0 shrinkage=0.000439788 Tree=4301 num_leaves=3 num_cat=0 split_feature=33 14 split_gain=7.05658 6.18561 threshold=-0.007134999999999999 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025872728696798238 0.0024612155528894522 -0.020473704333181974 leaf_weight=4.7485726587474337 189.42603976863029 6.0875525750452644 leaf_count=43 2716 101 internal_value=0 0.00174518 internal_weight=0 195.514 internal_count=2860 2817 is_linear=0 shrinkage=0.0224292 Tree=4302 num_leaves=3 num_cat=0 split_feature=33 1456 split_gain=6.42054 6.2608 threshold=-0.007134999999999999 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048479408632117073 -0.0003866808831391577 4.3501593333144385e-05 leaf_weight=4.799631771631538 6.7538948652363606 193.20389754045755 leaf_count=43 268 2549 internal_value=0 2.8936e-05 internal_weight=0 199.958 internal_count=2860 2817 is_linear=0 shrinkage=0.000439788 Tree=4303 num_leaves=3 num_cat=0 split_feature=14 1456 split_gain=5.90834 5.41058 threshold=0.073890000000000011 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037439632402048827 -0.00039924791265200175 4.6594971459793632e-05 leaf_weight=6.0729384972364633 6.2726345227565607 191.94874059676658 leaf_count=249 101 2510 internal_value=0 3.36491e-05 internal_weight=0 198.022 internal_count=2860 2759 is_linear=0 shrinkage=0.000439788 Tree=4304 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=6.0179 6.48517 threshold=-0.51296999999999993 0.16377000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047574508656531733 2.1125289956692254e-05 -0.00028483790975412189 leaf_weight=5.3088697359780772 177.88178923568921 14.471226612673489 leaf_count=210 2277 339 internal_value=0 -1.91911e-06 internal_weight=0 192.353 internal_count=2826 2616 is_linear=0 shrinkage=0.000439788 Tree=4305 num_leaves=4 num_cat=0 split_feature=403 1 52 split_gain=6.34557 11.1737 8.25215 threshold=0.03138500000000001 1.0000000180025095e-35 0.16377000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006005252084628727 -0.0029657081309732818 0.031946105664038341 -0.019057152622354474 leaf_weight=162.29219491026015 10.987425671250096 7.9252785791177294 13.157281184103338 leaf_count=2168 230 110 318 internal_value=0 0.0116814 -0.00198654 internal_weight=0 18.9127 175.449 internal_count=2826 340 2486 is_linear=0 shrinkage=0.0224292 Tree=4306 num_leaves=4 num_cat=0 split_feature=52 52 1447 split_gain=6.04669 15.2232 5.75324 threshold=0.16377000000000003 0.14114500000000005 -0.083144999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2131215302292787e-05 0.00030371856357907579 0.00071996734660414086 -0.00041577378313012469 leaf_weight=177.35262767181848 2.6127261857618569 5.6500563044100991 11.801139455274095 leaf_count=2460 37 27 302 internal_value=0 1.05445e-05 -0.000285126 internal_weight=0 183.003 14.4139 internal_count=2826 2487 339 is_linear=0 shrinkage=0.000439788 Tree=4307 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=6.13059 6.59763 threshold=-0.51296999999999993 0.16377000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047522401862635957 2.1916700674741641e-05 -0.00028668375164761777 leaf_weight=5.4041711433092123 179.34443528414704 14.462022163876098 leaf_count=210 2277 339 internal_value=0 -1.13733e-06 internal_weight=0 193.806 internal_count=2826 2616 is_linear=0 shrinkage=0.000439788 Tree=4308 num_leaves=4 num_cat=0 split_feature=52 52 157 split_gain=5.21875 8.51164 6.41814 threshold=-0.049384999999999991 -0.0064899999999999992 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034127434389576617 -0.00038038760713109029 -1.1617643214040211e-05 3.0372072308394803e-05 leaf_weight=16.000412374152802 13.530626258841947 113.60402243648423 64.77922238165047 leaf_count=158 229 1733 737 internal_value=0 -5.09161e-05 9.20201e-05 internal_weight=0 127.135 80.7796 internal_count=2857 1962 895 is_linear=0 shrinkage=0.000439788 Tree=4309 num_leaves=4 num_cat=0 split_feature=52 52 157 split_gain=5.26889 8.48695 6.39498 threshold=-0.049384999999999991 -0.0064899999999999992 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017594994965236248 -0.019620320239476428 -0.00063473406830520304 0.001577486273623628 leaf_weight=15.615914453635922 13.239928336668525 111.07364201860037 63.357080372341443 leaf_count=158 229 1733 737 internal_value=0 -0.00265948 0.00474823 internal_weight=0 124.314 78.973 internal_count=2857 1962 895 is_linear=0 shrinkage=0.0224292 Tree=4310 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=4.88187 8.31011 4.94441 threshold=-0.049384999999999991 -0.0064899999999999992 0.10392000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012891954497961096 -0.00037779190598018821 -1.1156973799823969e-05 -0.00020839265551566769 leaf_weight=70.62222923070658 13.352179371460805 113.07081390685926 9.5227196688065288 leaf_count=729 229 1733 166 internal_value=0 -4.99304e-05 8.88005e-05 internal_weight=0 126.423 80.1449 internal_count=2857 1962 895 is_linear=0 shrinkage=0.000439788 Tree=4311 num_leaves=4 num_cat=0 split_feature=52 39 157 split_gain=5.03156 8.29636 6.12848 threshold=-0.049384999999999991 -1.0000000180025095e-35 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017231634820123642 -0.033703774917153748 -0.0015201292709279724 0.001539172347188697 leaf_weight=15.584504941827616 4.1503521353006354 120.09387927695934 63.372788421867881 leaf_count=158 35 1927 737 internal_value=0 -0.00260023 0.00463995 internal_weight=0 124.244 78.9573 internal_count=2857 1962 895 is_linear=0 shrinkage=0.0224292 Tree=4312 num_leaves=4 num_cat=0 split_feature=13 12 4 split_gain=7.73847 10.2614 7.10165 threshold=-0.094744999999999982 -0.051479999999999991 -0.46195999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015331712652793938 -0.020921698424139903 0.014345819691337356 -0.0007796336479641995 leaf_weight=7.1151140672154716 9.3697072775103134 32.881705678068101 141.89634056518844 leaf_count=80 145 280 2341 internal_value=0 0.00906163 -0.00202975 internal_weight=0 39.9968 151.266 internal_count=2846 360 2486 is_linear=0 shrinkage=0.0224292 Tree=4313 num_leaves=4 num_cat=0 split_feature=13 12 4 split_gain=7.40766 9.8204 6.85146 threshold=-0.094744999999999982 -0.051479999999999991 -0.46195999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01489192398802212 -0.020621672364766256 0.014073561946579343 -0.00076221402851204341 leaf_weight=7.1609737088438115 9.2939569391310197 32.767709759762511 141.88443673940492 leaf_count=80 145 280 2341 internal_value=0 0.00887414 -0.00198556 internal_weight=0 39.9287 151.178 internal_count=2846 360 2486 is_linear=0 shrinkage=0.0224292 Tree=4314 num_leaves=4 num_cat=0 split_feature=13 12 15 split_gain=7.80014 8.70496 5.90291 threshold=-0.094744999999999982 -0.051479999999999991 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002559932197756174 -4.8150397870694492e-06 0.00026864561392507557 -0.00023766461931650276 leaf_weight=7.4619536473182952 131.33812048159598 33.589750098763034 25.059118186647538 leaf_count=80 1885 280 601 internal_value=0 0.000173208 -4.21484e-05 internal_weight=0 41.0517 156.397 internal_count=2846 360 2486 is_linear=0 shrinkage=0.000439788 Tree=4315 num_leaves=4 num_cat=0 split_feature=13 12 4 split_gain=7.0976 9.37705 6.60677 threshold=-0.094744999999999982 -0.051479999999999991 -0.46195999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014432265088737933 -0.020317207405706757 0.013797906238532533 -0.00074887312330099045 leaf_weight=7.2115544643020248 9.2260678848251683 32.673101628897712 141.96621607980342 leaf_count=80 145 280 2341 internal_value=0 0.00868914 -0.00194539 internal_weight=0 39.8847 151.192 internal_count=2846 360 2486 is_linear=0 shrinkage=0.0224292 Tree=4316 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=7.09492 5.8989 threshold=-1.0000000180025095e-35 0.074875000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049100365784779181 -0.00016608993038329885 2.2416111756916164e-05 leaf_weight=5.4619047833839423 40.382377096335404 156.3881517972477 leaf_count=90 625 2160 internal_value=0 -1.62825e-05 internal_weight=0 196.771 internal_count=2875 2785 is_linear=0 shrinkage=0.000439788 Tree=4317 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=6.50567 5.65763 threshold=-1.0000000180025095e-35 0.074875000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024999199126305327 -0.0083031549090743922 0.0012537064111889473 leaf_weight=5.0662471225950858 39.174699985480402 152.05940550881496 leaf_count=90 625 2160 internal_value=0 -0.00070467 internal_weight=0 191.234 internal_count=2875 2785 is_linear=0 shrinkage=0.0224292 Tree=4318 num_leaves=4 num_cat=0 split_feature=1 454 48 split_gain=6.72784 10.729 3.84094 threshold=0.10413000000000001 1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9713529649558926e-05 0.00017056346377356077 0.00050406883101178585 -0.00012344121665208696 leaf_weight=134.83564099775685 51.01098702813033 6.3579745800234369 10.320624079555271 leaf_count=2212 568 26 69 internal_value=0 -5.33611e-05 0.000121067 internal_weight=0 141.194 61.3316 internal_count=2875 2238 637 is_linear=0 shrinkage=0.000439788 Tree=4319 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=6.78242 5.56104 threshold=-1.0000000180025095e-35 0.074875000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049041571781475784 -0.00015989293977212711 2.3772124004441527e-05 leaf_weight=5.2791097186272955 40.084279796807095 155.57984017570561 leaf_count=90 625 2160 internal_value=0 -1.38659e-05 internal_weight=0 195.664 internal_count=2875 2785 is_linear=0 shrinkage=0.000439788 Tree=4320 num_leaves=4 num_cat=0 split_feature=1 48 133 split_gain=7.87402 9.30427 5.94059 threshold=0.086115000000000011 0.088965000000000002 -0.15835999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082148895992602347 0.025853158112802369 0.011838118588881478 0.0029145805878007403 leaf_weight=70.916314508838695 5.9889546699123448 13.90748250694014 104.11595241585746 leaf_count=1413 83 163 1151 internal_value=0 -0.00492513 0.00416655 internal_weight=0 84.8238 110.105 internal_count=2810 1576 1234 is_linear=0 shrinkage=0.0224292 Tree=4321 num_leaves=4 num_cat=0 split_feature=155 1374 15 split_gain=5.02339 5.05729 0.573006 threshold=0.088505000000000014 0.087785000000000016 -0.044884999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014871339796546192 -0.012389892279813488 -0.019070219009745332 -0.027456760672173692 leaf_weight=183.12422847443668 2.2307703238911927 6.2057723440229884 3.1028650153893969 leaf_count=2582 78 65 85 internal_value=0 0.00081146 -0.0212218 internal_weight=0 189.33 5.33364 internal_count=2810 2647 163 is_linear=0 shrinkage=0.0224292 Tree=4322 num_leaves=4 num_cat=0 split_feature=1 49 4 split_gain=7.58744 9.32267 7.92111 threshold=0.086115000000000011 -0.24639999999999998 -0.17858499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02251994729448073 -0.014003216636572318 -0.006869148102555748 0.0060894518836715813 leaf_weight=5.8130564950406542 10.945324676111339 78.828653825781657 98.991820973460563 leaf_count=16 139 1560 1095 internal_value=0 -0.00484613 0.00408694 internal_weight=0 84.6417 109.937 internal_count=2810 1576 1234 is_linear=0 shrinkage=0.0224292 Tree=4323 num_leaves=4 num_cat=0 split_feature=1 49 4 split_gain=7.6791 8.95598 7.70386 threshold=0.086115000000000011 -0.24639999999999998 -0.17858499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043021203983659167 -0.00026543120534576887 -0.00013320105710497686 0.00011881651437458429 leaf_weight=5.8383141905069342 11.200747497845439 79.905432548461249 100.44994840899017 leaf_count=16 139 1560 1095 internal_value=0 -9.47509e-05 8.02302e-05 internal_weight=0 85.7437 111.651 internal_count=2810 1576 1234 is_linear=0 shrinkage=0.000439788 Tree=4324 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=6.36788 5.09035 threshold=0.078275000000000025 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.5157747463022403e-06 -0.00045088850305983845 0.00030386053003267962 leaf_weight=186.13287059002323 5.5385036115767425 11.996573197189717 leaf_count=2653 94 142 internal_value=0 2.64262e-05 internal_weight=0 198.129 internal_count=2889 2795 is_linear=0 shrinkage=0.000439788 Tree=4325 num_leaves=3 num_cat=0 split_feature=14 150 split_gain=6.41416 6.1975 threshold=0.078275000000000025 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045229802168842467 -0.00045204492695680599 1.3244956988686298e-05 leaf_weight=6.4075169269926837 5.5271026737755156 191.87565622843977 leaf_count=31 94 2764 internal_value=0 2.74751e-05 internal_weight=0 198.283 internal_count=2889 2795 is_linear=0 shrinkage=0.000439788 Tree=4326 num_leaves=3 num_cat=0 split_feature=14 150 split_gain=6.24973 6.03814 threshold=0.078275000000000025 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022928036038048966 -0.023046623775058509 0.00068520060062309842 leaf_weight=6.3281207536347202 5.3826790626626453 187.89723460150708 leaf_count=31 94 2764 internal_value=0 0.00141208 internal_weight=0 194.225 internal_count=2889 2795 is_linear=0 shrinkage=0.0224292 Tree=4327 num_leaves=3 num_cat=0 split_feature=14 150 split_gain=6.44845 5.93267 threshold=0.078275000000000025 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044502452317048309 -0.00045382151889033703 1.4010530607065357e-05 leaf_weight=6.3636008421890429 5.5052441700827321 191.42769219420734 leaf_count=31 94 2764 internal_value=0 2.79193e-05 internal_weight=0 197.791 internal_count=2889 2795 is_linear=0 shrinkage=0.000439788 Tree=4328 num_leaves=4 num_cat=0 split_feature=52 456 155 split_gain=7.97515 5.4771 0.00389223 threshold=-0.51296999999999993 0.087535000000000016 0.084710000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051719392753103483 5.9063462402632304e-05 -0.00028488371760462469 -0.00045634503157709964 leaf_weight=2.4246470480575217 184.49614198140625 9.3927549890940991 3.2929022113094106 leaf_count=72 2484 143 130 internal_value=0 4.23749e-05 -0.000483785 internal_weight=0 193.889 5.71755 internal_count=2829 2627 202 is_linear=0 shrinkage=0.000439788 Tree=4329 num_leaves=4 num_cat=0 split_feature=456 12 13 split_gain=5.36503 5.64832 2.37772 threshold=0.087495000000000003 0.11622 -0.085374999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031233002836221508 -0.0022745646219038914 -0.016002081167863089 -0.025045304435670969 leaf_weight=178.47004282144189 4.1048313915962353 8.1030058150063251 5.260132954688741 leaf_count=2534 71 138 86 internal_value=0 0.00229112 -0.0150894 internal_weight=0 186.573 9.36496 internal_count=2829 2672 157 is_linear=0 shrinkage=0.0224292 Tree=4330 num_leaves=4 num_cat=0 split_feature=456 1213 2 split_gain=4.94981 5.64844 2.40856 threshold=0.087495000000000003 -0.082704999999999987 0.11342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047004410067550621 -0.00048345283855757911 5.3399068124325498e-05 -3.8381474606162128e-05 leaf_weight=4.0557995635899706 5.2050667866133136 185.71180643767002 4.283566378057003 leaf_count=275 122 2397 35 internal_value=0 4.21656e-05 -0.00028301 internal_weight=0 189.768 9.48863 internal_count=2829 2672 157 is_linear=0 shrinkage=0.000439788 Tree=4331 num_leaves=4 num_cat=0 split_feature=52 456 155 split_gain=7.80406 5.0695 0.00978535 threshold=-0.51296999999999993 0.087535000000000016 0.084710000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005233972466962242 2.670433605720046e-05 -0.00030150806046887397 -0.00045873467856193811 leaf_weight=2.6192973863799116 186.5238883690763 9.5499558361479995 3.6433811933966354 leaf_count=72 2484 143 130 internal_value=0 1.06907e-05 -0.000487288 internal_weight=0 196.074 6.26268 internal_count=2829 2627 202 is_linear=0 shrinkage=0.000439788 Tree=4332 num_leaves=4 num_cat=0 split_feature=403 4 457 split_gain=6.87011 12.3788 7.10031 threshold=0.03138500000000001 -0.076329999999999995 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.9662422401537155e-05 0.000539169102760577 -0.00012940330164385231 0.00018912612374241583 leaf_weight=146.07707191328518 11.983771961065942 9.6619882272789237 26.141289827763103 leaf_count=2275 156 190 202 internal_value=0 0.000240888 -2.18816e-05 internal_weight=0 21.6458 172.218 internal_count=2823 346 2477 is_linear=0 shrinkage=0.000439788 Tree=4333 num_leaves=4 num_cat=0 split_feature=403 4 457 split_gain=6.67304 12.3228 7.11533 threshold=0.03138500000000001 -0.076329999999999995 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.883903525669536e-05 0.00053565197324040499 -0.00013178288584097779 0.00019021910016714562 leaf_weight=145.91934350878 11.979934926028365 9.644559820997527 26.144696414819919 leaf_count=2275 156 190 202 internal_value=0 0.000238121 -2.09784e-05 internal_weight=0 21.6245 172.064 internal_count=2823 346 2477 is_linear=0 shrinkage=0.000439788 Tree=4334 num_leaves=4 num_cat=0 split_feature=403 4 457 split_gain=6.79832 12.4653 6.90907 threshold=0.03138500000000001 -0.076329999999999995 0.082870000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8533987657610729e-05 0.00054011688201861894 -0.00013053567564342438 0.00018713696097351861 leaf_weight=146.30109695829742 11.956457011750901 9.6929265658836794 26.069977404084057 leaf_count=2275 156 190 202 internal_value=0 0.00024 -2.13613e-05 internal_weight=0 21.6494 172.371 internal_count=2823 346 2477 is_linear=0 shrinkage=0.000439788 Tree=4335 num_leaves=4 num_cat=0 split_feature=403 4 123 split_gain=6.7244 12.2218 6.94847 threshold=0.03138500000000001 -0.076329999999999995 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.9640453521859328e-05 0.00053458408152485463 -0.00012816670023883394 0.00024499371740057009 leaf_weight=156.5639205557527 12.03628263436258 9.7106732735410315 17.161023150430992 leaf_count=2250 156 190 227 internal_value=0 0.000238793 -2.0512e-05 internal_weight=0 21.747 173.725 internal_count=2823 346 2477 is_linear=0 shrinkage=0.000439788 Tree=4336 num_leaves=4 num_cat=0 split_feature=133 40 43 split_gain=5.6548 5.65738 0.0650534 threshold=0.18829500000000002 0.095825000000000007 -0.025664999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1453473783173578e-05 -0.00048796175320505879 -0.00041731219766328654 -0.00036269322096168859 leaf_weight=191.1848498142208 3.7745452054659836 5.838837422663345 1.437773405399638 leaf_count=2552 172 54 99 internal_value=0 8.41139e-06 -0.000454857 internal_weight=0 197.024 5.21232 internal_count=2877 2606 271 is_linear=0 shrinkage=0.000439788 Tree=4337 num_leaves=4 num_cat=0 split_feature=131 41 51 split_gain=5.80803 4.69464 4.31129 threshold=0.088865000000000013 0.087145000000000014 -0.21268499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9963593910217051e-05 0.00026999754844279233 -0.00038499679679164332 -0.00034136278748837508 leaf_weight=181.30771899354295 2.6163655244745341 5.4121264361310741 14.653251977171747 leaf_count=2407 35 73 362 internal_value=0 1.78977e-05 -0.000248545 internal_weight=0 186.72 17.2696 internal_count=2877 2480 397 is_linear=0 shrinkage=0.000439788 Tree=4338 num_leaves=4 num_cat=0 split_feature=131 483 51 split_gain=5.79078 5.06602 4.55447 threshold=0.088865000000000013 0.086680000000000021 -0.21268499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001853966359250195 0.014683638905181628 -0.014900041698597143 -0.017723157722777317 leaf_weight=173.2402507425868 2.5606630207039442 9.562497887760399 14.245472850103395 leaf_count=2245 35 235 362 internal_value=0 0.000976092 -0.0127744 internal_weight=0 182.803 16.8061 internal_count=2877 2480 397 is_linear=0 shrinkage=0.0224292 Tree=4339 num_leaves=4 num_cat=0 split_feature=133 40 43 split_gain=5.55778 5.82957 0.0596864 threshold=0.18829500000000002 0.095825000000000007 -0.032879999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011075424311485008 -0.024944144936655657 -0.021768747960056407 -0.018736049232966605 leaf_weight=188.66461699659703 3.6501300649833865 5.7563813105225554 1.4442447082838032 leaf_count=2552 168 54 103 internal_value=0 0.000428154 -0.0232607 internal_weight=0 194.421 5.09437 internal_count=2877 2606 271 is_linear=0 shrinkage=0.0224292 Tree=4340 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=4.87927 6.43566 threshold=0.073890000000000011 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00057944270043044953 -0.00039050080446675732 1.8269892785463329e-05 leaf_weight=3.5292606269940725 6.1266700394917271 192.52975471473474 leaf_count=99 106 2682 internal_value=0 7.45509e-06 internal_weight=0 196.059 internal_count=2887 2781 is_linear=0 shrinkage=0.000439788 Tree=4341 num_leaves=3 num_cat=0 split_feature=14 51 split_gain=5.0094 6.3806 threshold=0.073890000000000011 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005760365835883295 -0.00039327752081372524 1.9765317435481233e-05 leaf_weight=3.5211973522091276 6.1550348780583581 193.01910446159309 leaf_count=99 106 2682 internal_value=0 9.03607e-06 internal_weight=0 196.54 internal_count=2887 2781 is_linear=0 shrinkage=0.000439788 Tree=4342 num_leaves=3 num_cat=0 split_feature=1373 14 split_gain=4.93959 5.13373 threshold=0.092315000000000022 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00096621194129183552 -0.022774841225782577 -0.02005607646573343 leaf_weight=188.526041868623 4.7564331497997037 6.0117057110182932 leaf_count=2749 33 105 internal_value=0 0.000314666 internal_weight=0 194.538 internal_count=2887 2854 is_linear=0 shrinkage=0.0224292 Tree=4343 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=4.79531 6.66164 threshold=-0.22390499999999999 -0.083659999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013252307849609596 -0.014278447995902712 0.0002332099292111509 leaf_weight=12.417704050429164 17.546123763546348 169.26405390967557 leaf_count=64 146 2677 internal_value=0 -0.00113112 internal_weight=0 186.81 internal_count=2887 2823 is_linear=0 shrinkage=0.0224292 Tree=4344 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.17115 10.3395 6.82741 threshold=-0.12229499999999999 -0.078914999999999985 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014708050346525137 -0.012383815646530051 4.8925958136764959e-05 -0.006884853212878763 leaf_weight=20.745932244695723 48.273781601252267 110.98569484581822 11.402420663333031 leaf_count=155 1276 1291 148 internal_value=0 -0.00372064 0.00704991 internal_weight=0 159.259 32.1484 internal_count=2870 2567 303 is_linear=0 shrinkage=0.0224292 Tree=4345 num_leaves=4 num_cat=0 split_feature=42 12 3 split_gain=7.08221 7.80052 5.78301 threshold=-1.0000000180025095e-35 0.086935000000000012 -0.11227499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6157953921783815e-05 0.00017113419651788744 -0.00048100953869049246 -3.7197680486430493e-05 leaf_weight=17.962955384049568 32.02053422969766 13.23113470544922 131.69697465962963 leaf_count=234 251 547 1838 internal_value=0 -0.000225023 3.56391e-06 internal_weight=0 31.1941 163.718 internal_count=2870 781 2089 is_linear=0 shrinkage=0.000439788 Tree=4346 num_leaves=4 num_cat=0 split_feature=42 160 3 split_gain=7.08158 6.29135 6.03969 threshold=-1.0000000180025095e-35 -0.073574999999999988 -0.11227499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014768017900143533 0.00017379744340280371 -0.00032859447239201004 -3.8709037792668502e-05 leaf_weight=6.8471846153843243 32.151775922509842 24.593834017694462 132.0075665221666 leaf_count=111 251 670 1838 internal_value=0 -0.000224845 2.92724e-06 internal_weight=0 31.441 164.159 internal_count=2870 781 2089 is_linear=0 shrinkage=0.000439788 Tree=4347 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=6.23764 10.5816 2.87828 threshold=-0.12229499999999999 -0.078914999999999985 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002723568573823593 -0.00024268664798572355 2.2385795529789172e-06 1.1161294470440621e-05 leaf_weight=15.927493297378531 48.950009373569628 112.48825590006891 16.714706695172936 leaf_count=125 1276 1291 178 internal_value=0 -7.20456e-05 0.000138694 internal_weight=0 161.438 32.6422 internal_count=2870 2567 303 is_linear=0 shrinkage=0.000439788 Tree=4348 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=8.11606 8.42571 0.693126 threshold=-0.26577499999999993 0.12486500000000002 -0.051259999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00063711639776199453 1.8564672689989151e-05 0.00045195151682092359 -0.0003245086189822314 leaf_weight=3.0488023573998362 187.22957831212261 9.0791096747852844 2.6223662855336434 leaf_count=59 2612 61 117 internal_value=0 3.86504e-05 -0.000494139 internal_weight=0 196.309 5.67117 internal_count=2849 2673 176 is_linear=0 shrinkage=0.000439788 Tree=4349 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=7.4887 9.34591 0.687828 threshold=-0.26577499999999993 0.16744000000000003 -0.051259999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032492835900428417 0.0012186242071863473 0.032530128465122404 -0.015961768357310568 leaf_weight=2.8688780664233491 185.34635883930605 4.9039428302785373 2.3784922331687985 leaf_count=59 2646 27 117 internal_value=0 0.0020289 -0.0250848 internal_weight=0 190.25 5.24737 internal_count=2849 2673 176 is_linear=0 shrinkage=0.0224292 Tree=4350 num_leaves=4 num_cat=0 split_feature=47 0 13 split_gain=6.53338 8.31583 6.61778 threshold=0.086425000000000016 -0.040504999999999992 -0.4706749999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026078570898432463 -0.013089032712147283 0.01460038532569667 0.0022613399468541305 leaf_weight=6.0811146656051269 27.545744846109301 6.7861910881474605 155.00605552810885 leaf_count=60 336 41 2412 internal_value=0 -0.00761076 0.00316344 internal_weight=0 34.3319 161.087 internal_count=2849 377 2472 is_linear=0 shrinkage=0.0224292 Tree=4351 num_leaves=4 num_cat=0 split_feature=133 43 0 split_gain=7.21279 7.91488 0.660195 threshold=-0.26577499999999993 0.12486500000000002 -0.10646499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034411144448159244 0.00094486019833994262 0.022686113535266308 -0.017922342255352441 leaf_weight=2.1365285431384109 181.25893637543777 8.8152903147274611 3.0409672730602315 leaf_count=30 2612 61 146 internal_value=0 0.00195536 -0.024828 internal_weight=0 190.074 5.1775 internal_count=2849 2673 176 is_linear=0 shrinkage=0.0224292 Tree=4352 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=6.29396 6.35034 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.000460789653779597 -3.6481023985035948e-05 0.00036723225984707533 leaf_weight=5.3959723559673867 184.34164632186003 7.8380869894754133 leaf_count=98 2712 59 internal_value=0 -1.99807e-05 internal_weight=0 192.18 internal_count=2869 2771 is_linear=0 shrinkage=0.000439788 Tree=4353 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=6.15255 6.39842 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045857791672623133 -3.6154582414731602e-05 0.00036939799245115949 leaf_weight=5.3308982921298584 184.01725554083532 7.8259972282685331 leaf_count=98 2712 59 internal_value=0 -1.95755e-05 internal_weight=0 191.843 internal_count=2869 2771 is_linear=0 shrinkage=0.000439788 Tree=4354 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=6.09793 6.37595 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045837033842690661 -3.5493626923966998e-05 0.00036923766457407135 leaf_weight=5.3027774675283572 183.51933589253167 7.8312881740275762 leaf_count=98 2712 59 internal_value=0 -1.88943e-05 internal_weight=0 191.351 internal_count=2869 2771 is_linear=0 shrinkage=0.000439788 Tree=4355 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=5.95374 6.29779 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023360411108287769 -0.0018241488655281707 0.018811003571138553 leaf_weight=5.1773448958992949 180.96124559153395 7.7404345870017996 leaf_count=98 2712 59 internal_value=0 -0.000975889 internal_weight=0 188.702 internal_count=2869 2771 is_linear=0 shrinkage=0.0224292 Tree=4356 num_leaves=3 num_cat=0 split_feature=150 124 split_gain=5.67539 4.99899 threshold=-0.20684999999999998 0.11158000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00043147552213637945 -1.6619749202119575e-05 0.00039745141434265036 leaf_weight=5.9243346191942683 194.44818072937778 5.7885554274544111 leaf_count=23 2765 35 internal_value=0 -4.6128e-06 internal_weight=0 200.237 internal_count=2823 2800 is_linear=0 shrinkage=0.000439788 Tree=4357 num_leaves=3 num_cat=0 split_feature=150 124 split_gain=5.70818 4.66861 threshold=-0.20684999999999998 0.11158000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022173993380351815 -0.00080861689736215687 0.01989061252354837 leaf_weight=5.8833061996847382 190.38702811897383 5.6250006742775431 leaf_count=23 2765 35 internal_value=0 -0.000212727 internal_weight=0 196.012 internal_count=2823 2800 is_linear=0 shrinkage=0.0224292 Tree=4358 num_leaves=3 num_cat=0 split_feature=150 124 split_gain=5.48112 4.49394 threshold=-0.20684999999999998 0.11158000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021777017115741839 -0.00079051912798828528 0.019589762658131189 leaf_weight=5.8568406198173752 190.37822760408744 5.584044837858527 leaf_count=23 2765 35 internal_value=0 -0.000207921 internal_weight=0 195.962 internal_count=2823 2800 is_linear=0 shrinkage=0.0224292 Tree=4359 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=5.29896 4.73123 threshold=-0.20684999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041964182907074809 -0.00034850202246936685 1.0147710634783935e-05 leaf_weight=5.8846318107098332 7.3685853530623708 192.09842277306598 leaf_count=23 273 2527 internal_value=0 -3.13339e-06 internal_weight=0 199.467 internal_count=2823 2800 is_linear=0 shrinkage=0.000439788 Tree=4360 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=5.18372 4.34158 threshold=-1.0000000180025095e-35 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046269516832287609 -0.00028442576484185276 2.935969604574217e-05 leaf_weight=4.4656629142118609 8.9069433656986785 191.46670023429033 leaf_count=210 255 2412 internal_value=0 1.53856e-05 internal_weight=0 200.374 internal_count=2877 2667 is_linear=0 shrinkage=0.000439788 Tree=4361 num_leaves=4 num_cat=0 split_feature=0 48 4 split_gain=5.21404 10.9984 7.43538 threshold=-0.13653999999999997 0.085835000000000009 0.27150500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026315147780124853 -7.0773080053914935e-05 -0.00012172269628363769 0.00028461758612808387 leaf_weight=36.72971364762634 134.80036903099972 23.558025982463732 12.417740742443128 leaf_count=240 2274 145 218 internal_value=0 0.000112767 -4.07631e-05 internal_weight=0 60.2877 147.218 internal_count=2877 385 2492 is_linear=0 shrinkage=0.000439788 Tree=4362 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=4.86503 4.17026 threshold=-1.0000000180025095e-35 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023550796018812891 -0.014451631879232481 0.001438590483083358 leaf_weight=4.2185438568121745 8.6726888199918886 188.50244679064781 leaf_count=210 255 2412 internal_value=0 0.000738332 internal_weight=0 197.175 internal_count=2877 2667 is_linear=0 shrinkage=0.0224292 Tree=4363 num_leaves=4 num_cat=0 split_feature=401 156 2 split_gain=4.78997 4.16167 1.48284 threshold=0.08734500000000002 0.091280000000000014 0.10731 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018220937855526309 -0.024873085962925624 -0.010510514649330571 -0.0022473564204835315 leaf_weight=179.44461331477214 4.8392901244806117 14.889884501579216 2.0873070392990485 leaf_count=2399 185 249 44 internal_value=0 0.000876231 -0.0180798 internal_weight=0 194.334 6.9266 internal_count=2877 2648 229 is_linear=0 shrinkage=0.0224292 Tree=4364 num_leaves=4 num_cat=0 split_feature=1 12 47 split_gain=5.52839 6.09637 6.07402 threshold=0.10113500000000002 0.10597500000000001 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7922813884886256e-05 0.00017110931158316516 -0.00047025716170802042 -0.00010899680558024961 leaf_weight=128.72889136589947 43.484842121950351 7.3117701630690126 22.815654510399327 leaf_count=1959 527 193 178 internal_value=0 -8.01474e-05 7.47142e-05 internal_weight=0 136.041 66.3005 internal_count=2857 2152 705 is_linear=0 shrinkage=0.000439788 Tree=4365 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=5.252 6.3489 5.8709 threshold=0.10113500000000002 0.093225000000000016 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011199930403329448 0.00016837451715980811 0.00019615024045333779 -0.00010936408291326472 leaf_weight=120.22876839328092 42.890339822042733 14.472734884242525 22.391392429592088 leaf_count=1981 527 171 178 internal_value=0 -7.88677e-05 7.31071e-05 internal_weight=0 134.702 65.2817 internal_count=2857 2152 705 is_linear=0 shrinkage=0.000439788 Tree=4366 num_leaves=4 num_cat=0 split_feature=123 130 2 split_gain=5.52137 6.22913 5.25361 threshold=1.0000000180025095e-35 0.079100000000000018 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9162077479908037e-05 -0.00012786475168182946 -0.00047716210761797909 0.00034405478639388203 leaf_weight=175.41943930758862 6.8478814190020811 6.4944871049519852 13.603403440676628 leaf_count=2286 108 316 147 internal_value=0 -5.48475e-05 0.000186066 internal_weight=0 181.914 20.4513 internal_count=2857 2602 255 is_linear=0 shrinkage=0.000439788 Tree=4367 num_leaves=4 num_cat=0 split_feature=52 1 151 split_gain=4.99165 9.57857 7.94385 threshold=-0.081449999999999981 0.087515000000000023 0.082375000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0428611424190444e-05 -0.00020360111435959472 2.8772403531500236e-05 0.00052601399228595206 leaf_weight=53.500202427734621 61.639046060998226 77.342553705326281 6.7527172034606329 leaf_count=668 1305 854 30 internal_value=0 -7.43002e-05 7.72397e-05 internal_weight=0 138.982 60.2529 internal_count=2857 2159 698 is_linear=0 shrinkage=0.000439788 Tree=4368 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=5.69903 5.77848 threshold=-0.094679999999999986 0.09641000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041804776844062141 4.1150010909594555e-05 -0.00039981785048125157 leaf_weight=5.6928620841354123 187.94073605971062 5.9099021625588639 leaf_count=50 2623 160 internal_value=0 2.76682e-05 internal_weight=0 193.851 internal_count=2833 2783 is_linear=0 shrinkage=0.000439788 Tree=4369 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=5.84917 5.71703 threshold=-0.094679999999999986 0.09641000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021756753603369941 0.0021008416725797848 -0.02046712164619505 leaf_weight=5.6252839341759673 184.78234771837015 5.8059241134906179 leaf_count=50 2623 160 internal_value=0 0.00141137 internal_weight=0 190.588 internal_count=2833 2783 is_linear=0 shrinkage=0.0224292 Tree=4370 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=5.58405 5.50058 threshold=-0.094679999999999986 0.09641000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021243371377551445 0.0020535509277319276 -0.020165629777194553 leaf_weight=5.6323889046907416 184.79794178411248 5.7613523842301211 leaf_count=50 2623 160 internal_value=0 0.00137983 internal_weight=0 190.559 internal_count=2833 2783 is_linear=0 shrinkage=0.0224292 Tree=4371 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=5.33088 5.29143 threshold=-0.094679999999999986 0.09641000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020741834094990572 0.0020073269885955989 -0.019864419320190153 leaf_weight=5.6395747810602179 184.81334446310939 5.7183126864256328 leaf_count=50 2623 160 internal_value=0 0.00134898 internal_weight=0 190.532 internal_count=2833 2783 is_linear=0 shrinkage=0.0224292 Tree=4372 num_leaves=4 num_cat=0 split_feature=133 401 43 split_gain=6.04928 5.93782 0.089422 threshold=0.16912000000000002 0.087020000000000014 -0.03361999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5128292162012099e-05 -0.00048896758762148368 -0.00040002078008086021 -0.00034855815388082232 leaf_weight=185.77081068216648 3.8961070801597089 6.2507445464143521 1.461779317469335 leaf_count=2306 174 220 109 internal_value=0 2.09248e-05 -0.000452034 internal_weight=0 192.022 5.35789 internal_count=2809 2526 283 is_linear=0 shrinkage=0.000439788 Tree=4373 num_leaves=4 num_cat=0 split_feature=133 401 43 split_gain=6.17729 6.00075 0.0822513 threshold=0.16912000000000002 0.087020000000000014 -0.03361999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7088342349722987e-05 -0.00048857078434766496 -0.00040057713899420937 -0.0003532520551805508 leaf_weight=185.36936915235128 3.9345988832646981 6.244786871247924 1.4708168999641191 leaf_count=2306 174 220 109 internal_value=0 2.27862e-05 -0.000453123 internal_weight=0 191.614 5.40542 internal_count=2809 2526 283 is_linear=0 shrinkage=0.000439788 Tree=4374 num_leaves=4 num_cat=0 split_feature=133 401 43 split_gain=6.01181 5.91033 0.0942012 threshold=0.16912000000000002 0.087020000000000014 -0.032879999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4060623826882772e-05 -0.0004877956384318244 -0.00039684621815935388 -0.00034393058403778807 leaf_weight=188.10375803831266 3.9364628045586869 6.3457304687472051 1.4419107218272973 leaf_count=2306 176 220 107 internal_value=0 1.99607e-05 -0.000450579 internal_weight=0 194.449 5.37837 internal_count=2809 2526 283 is_linear=0 shrinkage=0.000439788 Tree=4375 num_leaves=4 num_cat=0 split_feature=133 401 43 split_gain=6.44343 6.16177 0.103426 threshold=0.16912000000000002 0.087020000000000014 -0.024279999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4863875699770613e-05 -0.00049125978612744891 -0.00039825743159291397 -0.00034344830052812538 leaf_weight=187.64022802351974 4.2138949856162071 6.5564874653937286 1.4589607318048354 leaf_count=2306 184 220 99 internal_value=0 2.02031e-05 -0.000454525 internal_weight=0 194.197 5.67286 internal_count=2809 2526 283 is_linear=0 shrinkage=0.000439788 Tree=4376 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=7.38084 6.65918 threshold=-0.40941499999999992 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026533378540098483 -0.001726276387644107 0.0071041331913364062 leaf_weight=4.9691821626038282 134.61652617622167 63.077804902219214 leaf_count=69 2106 699 internal_value=0 0.00109163 internal_weight=0 197.694 internal_count=2874 2805 is_linear=0 shrinkage=0.0224292 Tree=4377 num_leaves=4 num_cat=0 split_feature=1456 11 160 split_gain=5.73431 5.92327 1.2483 threshold=-1.0000000180025095e-35 0.08776500000000001 0.062030000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025297046002844686 0.0020038911230302143 -0.01603923565536431 -0.003719606100429896 leaf_weight=5.1011903926410005 185.84704195850645 9.6081351625034568 1.8411583796259945 leaf_count=207 2498 115 54 internal_value=0 0.00111545 -0.0196005 internal_weight=0 195.455 6.94235 internal_count=2874 2613 261 is_linear=0 shrinkage=0.0224292 Tree=4378 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=7.0317 6.77167 threshold=-0.40941499999999992 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050679255727669533 -3.3473998526675206e-05 0.00014001173859140345 leaf_weight=4.9663823726586989 136.13879588573764 63.939537242054939 leaf_count=69 2106 699 internal_value=0 2.19753e-05 internal_weight=0 200.078 internal_count=2874 2805 is_linear=0 shrinkage=0.000439788 Tree=4379 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=6.92702 7.35281 threshold=-0.40941499999999992 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050514962506521311 -3.7440465404551094e-05 0.00014309983259130465 leaf_weight=4.9514801098848684 136.10895765075111 64.192673906683922 leaf_count=69 2106 699 internal_value=0 2.04272e-05 internal_weight=0 200.302 internal_count=2874 2805 is_linear=0 shrinkage=0.000439788 Tree=4380 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=5.37281 6.98424 3.79867 threshold=0.10413000000000001 -0.15490999999999996 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011552657898273092 0.0084297192954142352 -0.005302035753763504 -0.0030146887968388607 leaf_weight=13.756129181711001 40.721447326010093 121.1500925788423 22.719068483449519 leaf_count=110 452 2104 195 internal_value=0 -0.003582 0.00433162 internal_weight=0 134.906 63.4405 internal_count=2861 2214 647 is_linear=0 shrinkage=0.0224292 Tree=4381 num_leaves=4 num_cat=0 split_feature=1 13 2 split_gain=5.97743 7.019 3.77924 threshold=0.10413000000000001 -0.4706749999999999 0.14461000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036612866517070732 5.2427006363341093e-05 -9.4578331651462398e-05 0.00039101640110533558 leaf_weight=6.7060257270932189 57.658188676694408 130.90026851547009 7.1510057591367504 leaf_count=20 540 2194 107 internal_value=0 -7.20788e-05 8.98909e-05 internal_weight=0 137.606 64.8092 internal_count=2861 2214 647 is_linear=0 shrinkage=0.000439788 Tree=4382 num_leaves=4 num_cat=0 split_feature=1456 42 484 split_gain=5.25062 4.77407 0.365842 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.066844999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011423435690532953 -0.0084080272227489324 0.0011803140230988278 -0.024563700068630664 leaf_weight=1.4489656862569971 31.168003836355638 160.87580360897118 4.6481968972657333 leaf_count=59 751 1835 216 internal_value=0 -0.000376519 -0.0214864 internal_weight=0 192.044 6.09716 internal_count=2861 2586 275 is_linear=0 shrinkage=0.0224292 Tree=4383 num_leaves=4 num_cat=0 split_feature=1 13 2 split_gain=6.36318 7.19788 3.61402 threshold=0.10413000000000001 -0.4706749999999999 0.14461000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036893772914075196 5.7099503017820014e-05 -9.5658775768563291e-05 0.00038669959903250611 leaf_weight=6.7637427411973468 58.252361565944739 131.50187710499449 7.2158553004264823 leaf_count=20 540 2194 107 internal_value=0 -7.28836e-05 9.35299e-05 internal_weight=0 138.266 65.4682 internal_count=2861 2214 647 is_linear=0 shrinkage=0.000439788 Tree=4384 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=7.5643 12.0982 8.11176 threshold=0.089075000000000015 -0.082084999999999977 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050477310253304155 0.0059002138934882214 -0.011482971634214053 -0.013161359818875772 leaf_weight=34.846577649877872 84.04850431077648 61.660365664880374 12.944696365855632 leaf_count=494 1025 1241 96 internal_value=0 -0.00551427 0.00335417 internal_weight=0 96.5069 96.9932 internal_count=2856 1735 1121 is_linear=0 shrinkage=0.0224292 Tree=4385 num_leaves=4 num_cat=0 split_feature=1 4 132 split_gain=8.12869 11.5676 8.36831 threshold=0.089075000000000015 -0.082084999999999977 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1328827139924401e-05 2.9968870025492861e-05 -0.00022317067358309671 0.00048297934773238778 leaf_weight=35.462647450680379 90.536970439483412 62.399226952373283 8.6208338269498181 leaf_count=494 1012 1241 109 internal_value=0 -0.000109208 6.94392e-05 internal_weight=0 97.8619 99.1578 internal_count=2856 1735 1121 is_linear=0 shrinkage=0.000439788 Tree=4386 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=7.25816 11.613 7.74364 threshold=0.089075000000000015 -0.082084999999999977 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049248554579349223 0.0057777398831826525 -0.011280894273568043 -0.012831412810743913 leaf_weight=34.874435322068166 83.970161585020833 61.364361787142116 12.970514543354509 leaf_count=494 1025 1241 96 internal_value=0 -0.00540854 0.00328583 internal_weight=0 96.2388 96.9407 internal_count=2856 1735 1121 is_linear=0 shrinkage=0.0224292 Tree=4387 num_leaves=3 num_cat=0 split_feature=49 1212 split_gain=6.9306 5.25376 threshold=-0.31764499999999996 0.087800000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00061120290132545517 3.809378793760788e-06 -0.00041671255076354194 leaf_weight=3.7514994088560334 186.53637189636356 5.9097344899491864 leaf_count=28 2592 236 internal_value=0 -9.14428e-06 internal_weight=0 192.446 internal_count=2856 2828 is_linear=0 shrinkage=0.000439788 Tree=4388 num_leaves=3 num_cat=0 split_feature=376 49 split_gain=5.83238 5.52675 threshold=0.087570000000000009 0.27293500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.1273496125551301e-06 0.00042124783908402809 -0.0004516640649312243 leaf_weight=192.08518664084841 6.328073172713629 5.2442395243560886 leaf_count=2731 64 49 internal_value=0 -7.05489e-06 internal_weight=0 197.329 internal_count=2844 2780 is_linear=0 shrinkage=0.000439788 Tree=4389 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=6.44839 5.82739 threshold=0.27772500000000006 -0.11378499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032501720939507895 -0.00048606618781740671 7.0802385819623665e-07 leaf_weight=11.352382425102403 4.9863442086498244 185.98695777743706 leaf_count=108 47 2689 internal_value=0 1.93943e-05 internal_weight=0 197.339 internal_count=2844 2797 is_linear=0 shrinkage=0.000439788 Tree=4390 num_leaves=3 num_cat=0 split_feature=49 1456 split_gain=6.4863 5.69648 threshold=0.27772500000000006 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017907550585028072 -0.024962290968299581 -0.019992463046366 leaf_weight=187.88623138458934 4.9103697732789433 6.220869661163305 leaf_count=2557 47 240 internal_value=0 0.00109073 internal_weight=0 194.107 internal_count=2844 2797 is_linear=0 shrinkage=0.0224292 Tree=4391 num_leaves=3 num_cat=0 split_feature=376 157 split_gain=5.84009 5.32353 threshold=0.087570000000000009 -0.076494999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016911616087061435 0.00042260787181713598 -3.5698615339805432e-05 leaf_weight=28.69535786024062 6.3282254246296352 169.02338177597267 leaf_count=349 64 2431 internal_value=0 -5.95993e-06 internal_weight=0 197.719 internal_count=2844 2780 is_linear=0 shrinkage=0.000439788 Tree=4392 num_leaves=4 num_cat=0 split_feature=484 456 40 split_gain=5.43905 5.82897 4.22063 threshold=-1.0000000180025095e-35 0.08542000000000001 -0.0099849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011435184500505036 0.00038179519602609655 -0.020523827904924026 -0.019588586481062053 leaf_weight=2.6487848411779842 170.6027658439707 6.9651143429800859 12.861046159290707 leaf_count=20 2292 92 446 internal_value=0 -0.000440348 -0.0142828 internal_weight=0 177.568 15.5098 internal_count=2850 2384 466 is_linear=0 shrinkage=0.0224292 Tree=4393 num_leaves=4 num_cat=0 split_feature=484 0 40 split_gain=5.43041 5.31694 4.29962 threshold=-1.0000000180025095e-35 0.15082000000000004 -0.0099849999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022606169719497282 -2.8386214095850588e-05 0.00027341480523917914 -0.00038002279426022962 leaf_weight=2.7192630053032181 169.95711531094275 12.074597172439097 13.179244518134508 leaf_count=20 2323 61 446 internal_value=0 -8.34046e-06 -0.000276212 internal_weight=0 182.032 15.8985 internal_count=2850 2384 466 is_linear=0 shrinkage=0.000439788 Tree=4394 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=5.31275 5.5987 threshold=-0.016839999999999997 0.15082000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023046413537491206 -0.0031017998900278172 0.012566893774900615 leaf_weight=4.3103489865316069 176.43436869618017 12.251321750460191 leaf_count=94 2692 64 internal_value=0 -0.00208327 internal_weight=0 188.686 internal_count=2850 2756 is_linear=0 shrinkage=0.0224292 Tree=4395 num_leaves=4 num_cat=0 split_feature=484 456 150 split_gain=5.25302 5.58222 4.08985 threshold=-1.0000000180025095e-35 0.08542000000000001 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018912066075029054 0.00040569879024687783 -0.020093558847196429 0.013508482477294822 leaf_weight=13.058510734234003 170.52995166103938 6.9362615714780977 2.2879170151427379 leaf_count=451 2292 92 15 internal_value=0 -0.000397589 -0.0140679 internal_weight=0 177.466 15.3464 internal_count=2850 2384 466 is_linear=0 shrinkage=0.0224292 Tree=4396 num_leaves=4 num_cat=0 split_feature=156 42 3 split_gain=5.75488 6.47711 3.17876 threshold=0.090135000000000007 -1.0000000180025095e-35 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018780493855634903 -0.00011847307914905656 3.6754534085044895e-05 -0.00054275564539989424 leaf_weight=29.744119028546265 8.3997387992567365 150.2642218322726 5.7530808853916815 leaf_count=749 177 1835 78 internal_value=0 -3.67079e-07 -0.000291442 internal_weight=0 180.008 14.1528 internal_count=2839 2584 255 is_linear=0 shrinkage=0.000439788 Tree=4397 num_leaves=4 num_cat=0 split_feature=156 42 3 split_gain=5.64898 5.70228 3.20298 threshold=0.090135000000000007 -1.0000000180025095e-35 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0091387793860102737 -0.0058913939407887611 0.0017610771599534795 -0.027844923084901337 leaf_weight=28.8360831700993 8.1732675082166661 147.91173292833264 5.654371188953518 leaf_count=749 177 1835 78 internal_value=0 -1.80094e-05 -0.0148946 internal_weight=0 176.748 13.8276 internal_count=2839 2584 255 is_linear=0 shrinkage=0.0224292 Tree=4398 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.41497 9.01236 8.78578 threshold=0.077800000000000022 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030267405364783748 3.7801176894325362e-06 1.1429212395662622e-05 0.00050346675776416668 leaf_weight=30.052670799748739 116.73743220011238 42.829656169313239 7.2079510194016612 leaf_count=683 1255 790 111 internal_value=0 -0.000118135 3.29121e-05 internal_weight=0 72.8823 123.945 internal_count=2839 1473 1366 is_linear=0 shrinkage=0.000439788 Tree=4399 num_leaves=4 num_cat=0 split_feature=155 1 156 split_gain=5.68674 5.70535 0.0898191 threshold=0.090655000000000013 0.077800000000000022 0.13428000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010897151366886867 -0.00043480631182967209 4.884197388316264e-05 -0.00057159591941322008 leaf_weight=70.72895390992926 2.7454476488055652 118.54021535627544 2.0320115067297593 leaf_count=1417 107 1264 51 internal_value=0 -1.01372e-05 -0.000495031 internal_weight=0 189.269 4.77746 internal_count=2839 2681 158 is_linear=0 shrinkage=0.000439788 Tree=4400 num_leaves=4 num_cat=0 split_feature=456 160 1 split_gain=4.85835 5.01759 1.81877 threshold=0.087495000000000003 0.099550000000000013 0.11317000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025553338536393119 -0.024660934489010338 -0.011284741357123 -0.0040491645092553359 leaf_weight=180.23508602657239 4.8555139398085867 14.198460822692139 3.8740751622244716 leaf_count=2477 115 214 38 internal_value=0 0.00154366 -0.0155425 internal_weight=0 194.434 8.72959 internal_count=2844 2691 153 is_linear=0 shrinkage=0.0224292 Tree=4401 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=5.07359 5.48326 1.28051 threshold=-0.092224999999999988 -0.53320999999999985 0.09147000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023453699279036764 -0.024168677681634821 0.0019955322159548789 0.00025819285633294382 leaf_weight=5.274403663177508 4.096719706314615 192.26947587139148 1.4616691991686819 leaf_count=295 171 2339 39 internal_value=0 0.00144738 -0.0183222 internal_weight=0 196.366 6.73607 internal_count=2844 2510 334 is_linear=0 shrinkage=0.0224292 Tree=4402 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=5.04242 5.84855 1.46469 threshold=-0.092224999999999988 -0.53320999999999985 0.091600000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045951624970474509 -0.00047552250959973489 3.9042601674817983e-05 3.777162049883891e-05 leaf_weight=5.4172772736637844 4.3475722466828293 197.66611557808938 1.4478954456280915 leaf_count=297 171 2339 37 internal_value=0 2.79247e-05 -0.000354822 internal_weight=0 202.014 6.86517 internal_count=2844 2510 334 is_linear=0 shrinkage=0.000439788 Tree=4403 num_leaves=4 num_cat=0 split_feature=403 52 15 split_gain=4.92322 5.34605 1.27966 threshold=-0.092224999999999988 -0.53320999999999985 -0.12018999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050464321921463618 -0.024134119063807278 0.0019507274858745964 -0.023386340173793485 leaf_weight=1.4386471763718871 4.0164879179210393 192.37093398159777 5.1883705932996227 leaf_count=31 171 2339 303 internal_value=0 0.00141495 -0.0182133 internal_weight=0 196.387 6.62702 internal_count=2844 2510 334 is_linear=0 shrinkage=0.0224292 Tree=4404 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=5.05657 4.98313 threshold=0.087785000000000016 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012009261687666513 -0.017671068085662461 0.002272232424744081 leaf_weight=13.199080297665203 7.3481377307325593 175.21041743815294 leaf_count=412 81 2330 internal_value=0 0.00127062 internal_weight=0 188.409 internal_count=2823 2742 is_linear=0 shrinkage=0.0224292 Tree=4405 num_leaves=3 num_cat=0 split_feature=160 49 split_gain=5.02901 5.22233 threshold=-0.51433499999999988 -0.14902499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025972128515954991 0.013326077267333366 -7.9019097274383884e-05 leaf_weight=3.5138273366028434 15.923397646285592 176.2654251793283 leaf_count=136 89 2598 internal_value=0 0.00103284 internal_weight=0 192.189 internal_count=2823 2687 is_linear=0 shrinkage=0.0224292 Tree=4406 num_leaves=3 num_cat=0 split_feature=160 49 split_gain=4.89971 5.01266 threshold=-0.51433499999999988 -0.14902499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025905573739849627 0.013079897565500542 -7.7247327043913409e-05 leaf_weight=3.444668683136114 15.860305350273846 176.26465721310524 leaf_count=136 89 2598 internal_value=0 0.00101009 internal_weight=0 192.125 internal_count=2823 2687 is_linear=0 shrinkage=0.0224292 Tree=4407 num_leaves=3 num_cat=0 split_feature=1374 484 split_gain=4.8505 4.77014 threshold=0.087785000000000016 -0.0048899999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011797634799566005 -0.017366173708969233 0.0021992764549030749 leaf_weight=13.151843185391042 7.3205282143317154 174.96705894182378 leaf_count=412 81 2330 internal_value=0 0.00121962 internal_weight=0 188.119 internal_count=2823 2742 is_linear=0 shrinkage=0.0224292 Tree=4408 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=6.5333 10.4109 1.73814 threshold=-0.26248499999999991 -0.11532999999999999 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068689343348760949 -0.01719319868763293 0.00057219531156630808 0.023800059180131554 leaf_weight=5.8869032468646747 18.444529991713353 163.91955980082275 6.3597237599315122 leaf_count=51 228 2422 181 internal_value=0 -0.00122623 0.0156847 internal_weight=0 182.364 12.2466 internal_count=2882 2650 232 is_linear=0 shrinkage=0.0224292 Tree=4409 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=6.31936 9.95845 1.73848 threshold=-0.26248499999999991 -0.11532999999999999 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067382076549475185 -0.016822284390082848 0.0005593354192696767 0.023771726816836314 leaf_weight=5.8671107757836563 18.428996725648176 163.92752481788921 6.2260188100626692 leaf_count=51 228 2422 181 internal_value=0 -0.00119883 0.0155314 internal_weight=0 182.357 12.0931 internal_count=2882 2650 232 is_linear=0 shrinkage=0.0224292 Tree=4410 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=6.1119 9.52485 1.73829 threshold=-0.26248499999999991 -0.11532999999999999 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066094722362589039 -0.016457995169806831 0.00054676520486829307 0.023743779722910918 leaf_weight=5.8478214596398157 18.415001072629821 163.93532099631557 6.095035906182602 leaf_count=51 228 2422 181 internal_value=0 -0.00117204 0.0153779 internal_weight=0 182.35 11.9429 internal_count=2882 2650 232 is_linear=0 shrinkage=0.0224292 Tree=4411 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=5.91073 9.10937 1.73756 threshold=-0.26248499999999991 -0.11532999999999999 0.11769500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0064827203826298922 -0.016100314929136304 0.00053447800427430673 0.023716212636540605 leaf_weight=5.8290217639878374 18.402464160695672 163.94295155229338 5.9667224041186273 leaf_count=51 228 2422 181 internal_value=0 -0.00114583 0.0152243 internal_weight=0 182.345 11.7957 internal_count=2882 2650 232 is_linear=0 shrinkage=0.0224292 Tree=4412 num_leaves=4 num_cat=0 split_feature=133 403 13 split_gain=6.78589 5.31008 0.582404 threshold=-0.26577499999999993 -0.092224999999999988 -0.051259999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032251111776014529 -0.020490198949966822 0.0018216140806573693 -0.01668266534585116 leaf_weight=2.7071548493113369 5.5036746288533314 189.22636091164895 2.3184694866649798 leaf_count=56 330 2344 109 internal_value=0 0.00118907 -0.0251592 internal_weight=0 194.73 5.02562 internal_count=2839 2674 165 is_linear=0 shrinkage=0.0224292 Tree=4413 num_leaves=4 num_cat=0 split_feature=133 1212 13 split_gain=6.57424 5.2242 0.578974 threshold=-0.26577499999999993 -1.0000000180025095e-35 -0.051259999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032094529019912575 -0.023601192234982676 0.0017078035579788228 -0.016471977148840477 leaf_weight=2.6599729633890092 4.1742336735478593 190.46790705271997 2.2959585104836142 leaf_count=56 190 2484 109 internal_value=0 0.00116277 -0.024948 internal_weight=0 194.642 4.95593 internal_count=2839 2674 165 is_linear=0 shrinkage=0.0224292 Tree=4414 num_leaves=4 num_cat=0 split_feature=133 1 13 split_gain=6.37386 5.38096 0.588619 threshold=-0.26577499999999993 0.10100500000000003 -0.051259999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062326304409758147 -2.9631564519275131e-05 0.0001244960346693185 -0.00031669530669876651 leaf_weight=2.6452681249938905 133.26781586004654 65.245132135576569 2.3643396924599065 leaf_count=56 1977 697 109 internal_value=0 2.10326e-05 -0.000480327 internal_weight=0 198.513 5.00961 internal_count=2839 2674 165 is_linear=0 shrinkage=0.000439788 Tree=4415 num_leaves=4 num_cat=0 split_feature=133 1 13 split_gain=6.89 5.83723 0.551982 threshold=-0.26577499999999993 0.10100500000000003 -0.051259999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061971476363334866 -3.0728031304460375e-05 0.00012937030154472505 -0.0003297316156320037 leaf_weight=2.8171363450819626 133.71233095484786 65.662704849964939 2.4608607996487981 leaf_count=56 1977 697 109 internal_value=0 2.20065e-05 -0.000486186 internal_weight=0 199.375 5.278 internal_count=2839 2674 165 is_linear=0 shrinkage=0.000439788 Tree=4416 num_leaves=3 num_cat=0 split_feature=41 48 split_gain=6.71399 6.42675 threshold=0.082980000000000012 -0.095559999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023750825958188421 -0.01985787476840049 0.0019985194661727278 leaf_weight=4.99036338366568 7.8296248087426639 183.45391855985508 leaf_count=43 104 2650 internal_value=0 0.00131429 internal_weight=0 188.444 internal_count=2797 2693 is_linear=0 shrinkage=0.0224292 Tree=4417 num_leaves=3 num_cat=0 split_feature=41 1429 split_gain=6.58229 6.11938 threshold=0.082980000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044687528100638353 -0.00038347633737116545 3.4681658066762075e-05 leaf_weight=5.2271841667825347 8.0634206986287591 188.06000413850415 leaf_count=144 104 2549 internal_value=0 2.16158e-05 internal_weight=0 193.287 internal_count=2797 2693 is_linear=0 shrinkage=0.000439788 Tree=4418 num_leaves=3 num_cat=0 split_feature=41 48 split_gain=6.44747 6.13511 threshold=0.082980000000000012 -0.095559999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023200006325695979 -0.019516021459298434 0.0019489795664857793 leaf_weight=4.994104894809424 7.7910534309921777 183.55296616206761 leaf_count=43 104 2650 internal_value=0 0.00128057 internal_weight=0 188.547 internal_count=2797 2693 is_linear=0 shrinkage=0.0224292 Tree=4419 num_leaves=3 num_cat=0 split_feature=41 1429 split_gain=6.19282 6.06906 threshold=0.082980000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023016986148183597 -0.019181961956931701 0.0019186683042960902 leaf_weight=5.0262281752220579 7.7497521446784949 183.53285071969731 leaf_count=144 104 2549 internal_value=0 0.00125172 internal_weight=0 188.559 internal_count=2797 2693 is_linear=0 shrinkage=0.0224292 Tree=4420 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=6.13242 8.575 4.66199 threshold=0.10413000000000001 -0.11327499999999999 0.12086000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017100700501555171 0.00019745906510502159 -0.00010285107831041388 -6.5284107552140988e-05 leaf_weight=27.617510836920701 43.321792734437622 110.66429428497213 18.684830404934473 leaf_count=218 475 1991 174 internal_value=0 -4.81403e-05 0.000118289 internal_weight=0 138.282 62.0066 internal_count=2858 2209 649 is_linear=0 shrinkage=0.000439788 Tree=4421 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=5.97019 8.6701 4.37766 threshold=0.10413000000000001 -0.23033499999999998 0.12086000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030169630235564064 0.00019535117455838334 -8.0868321863691473e-05 -5.9679102452950917e-05 leaf_weight=12.591833272483198 43.201960513251834 125.32280403228651 18.618436871212907 leaf_count=59 475 2150 174 internal_value=0 -4.59026e-05 0.000118549 internal_weight=0 137.915 61.8204 internal_count=2858 2209 649 is_linear=0 shrinkage=0.000439788 Tree=4422 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=5.35208 8.21737 4.7396 threshold=0.10413000000000001 -0.23033499999999998 0.12086000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015119254213718897 0.0099367421624100595 -0.0039767896054675551 -0.0037219100153571285 leaf_weight=12.471119944006203 42.260882257367484 122.72518425431917 18.305941694648936 leaf_count=59 475 2150 174 internal_value=0 -0.0022134 0.00580863 internal_weight=0 135.196 60.5668 internal_count=2858 2209 649 is_linear=0 shrinkage=0.0224292 Tree=4423 num_leaves=3 num_cat=0 split_feature=448 448 split_gain=5.4703 6.66282 threshold=-0.083779999999999979 -0.037059999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023755397616789267 0.021468242349317827 -2.4224809778174203e-06 leaf_weight=4.6375405513681462 7.5522627430036655 183.29399550006201 leaf_count=44 73 2741 internal_value=0 0.000849288 internal_weight=0 190.846 internal_count=2858 2814 is_linear=0 shrinkage=0.0224292 Tree=4424 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=5.18745 8.42556 6.07153 threshold=-0.10072999999999999 -0.078669999999999976 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011396937925019774 -0.011303236515228052 0.00058141093939452189 -0.0069456986985004373 leaf_weight=31.806051885592751 40.570719981013099 115.115723562325 12.686509284831116 leaf_count=257 1208 1288 160 internal_value=0 -0.00251665 0.00616602 internal_weight=0 155.686 44.4926 internal_count=2913 2496 417 is_linear=0 shrinkage=0.0224292 Tree=4425 num_leaves=4 num_cat=0 split_feature=376 51 43 split_gain=5.41678 6.87106 1.38074 threshold=0.048375000000000008 -0.10998999999999999 -0.081354999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032588853264957265 0.0001104351568783782 -5.8339594156105712e-06 0.00039287092950826536 leaf_weight=13.978069573320679 6.3798201803583652 177.4379932279553 7.0731449062004668 leaf_count=270 71 2499 73 internal_value=0 -2.9236e-05 0.000259277 internal_weight=0 191.416 13.453 internal_count=2913 2769 144 is_linear=0 shrinkage=0.000439788 Tree=4426 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=5.08626 8.79109 threshold=0.15082000000000004 0.26667500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001352037774835725 0.0146221522168796 -0.016471327746750124 leaf_weight=171.74216177704511 10.480648320168255 17.669157798140077 leaf_count=2520 55 338 internal_value=0 -0.00141543 internal_weight=0 189.411 internal_count=2913 2858 is_linear=0 shrinkage=0.0224292 Tree=4427 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=5.29953 9.04668 5.61084 threshold=-0.10072999999999999 -0.078669999999999976 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022100323157509663 -0.00022433788428723701 1.5104480745942607e-05 -0.00012080719853043111 leaf_weight=32.387082782399375 41.276176857514656 116.94698499121296 13.006278535118325 leaf_count=257 1208 1288 160 internal_value=0 -4.73791e-05 0.000123057 internal_weight=0 158.223 45.3934 internal_count=2913 2496 417 is_linear=0 shrinkage=0.000439788 Tree=4428 num_leaves=4 num_cat=0 split_feature=160 12 15 split_gain=5.86621 5.37741 0.0982597 threshold=-0.25833999999999996 0.092355000000000007 -0.072704999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036257086860999377 4.3899872941950239e-05 -0.00013305263687429488 -0.00051164548226606543 leaf_weight=1.4432843760587273 157.68638814357109 42.059530612663366 3.6414693837141376 leaf_count=90 1855 775 145 internal_value=0 6.63068e-06 -0.000470846 internal_weight=0 199.746 5.08475 internal_count=2865 2630 235 is_linear=0 shrinkage=0.000439788 Tree=4429 num_leaves=4 num_cat=0 split_feature=12 52 38 split_gain=5.94823 6.708 6.05871 threshold=0.092355000000000007 0.11410000000000002 0.087760000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.8863018299944726e-05 -8.3135710665167308e-05 -0.00059155318527108404 -0.00040840638257958736 leaf_weight=155.87258906311763 38.251107603893615 5.7600315149611552 5.7943262171465895 leaf_count=1948 666 196 55 internal_value=0 -0.000149903 3.24277e-05 internal_weight=0 44.0111 161.667 internal_count=2865 862 2003 is_linear=0 shrinkage=0.000439788 Tree=4430 num_leaves=4 num_cat=0 split_feature=12 52 38 split_gain=5.82183 6.64221 6.40615 threshold=0.092355000000000007 0.11410000000000002 0.087760000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025961537236073346 -0.0041616109607265162 -0.030336051915442572 -0.021632685236561641 leaf_weight=152.86483954206051 37.403554801829159 5.5913335275108684 5.6753248565946697 leaf_count=1948 666 196 55 internal_value=0 -0.00757746 0.00172632 internal_weight=0 42.9949 158.54 internal_count=2865 862 2003 is_linear=0 shrinkage=0.0224292 Tree=4431 num_leaves=4 num_cat=0 split_feature=12 52 38 split_gain=5.72595 6.45482 5.84307 threshold=0.092355000000000007 0.11410000000000002 0.087760000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9549650053370049e-05 -8.1163279191594846e-05 -0.00058615751312036295 -0.00040048379044309307 leaf_weight=155.15562409491395 38.050894560990855 5.600966493075247 5.7692296244204035 leaf_count=1948 666 196 55 internal_value=0 -0.000146187 3.33702e-05 internal_weight=0 43.6519 160.925 internal_count=2865 862 2003 is_linear=0 shrinkage=0.000439788 Tree=4432 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=4.91474 7.34944 6.74166 threshold=0.18829500000000002 0.14114500000000005 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073835079240892291 -0.023573026636935134 0.022235438458365616 0.011753664242875333 leaf_weight=177.94969584513456 8.8010922856337839 8.3582410906674323 3.9139015991240731 leaf_count=2487 315 39 17 internal_value=0 0.00170494 -0.0126975 internal_weight=0 186.308 12.715 internal_count=2858 2526 332 is_linear=0 shrinkage=0.0224292 Tree=4433 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.17233 7.4135 6.58256 threshold=0.18829500000000002 0.14114500000000005 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5310257871561914e-05 -0.0004611199872723894 0.00043640268294600006 0.00022235462558419216 leaf_weight=181.62894791492727 8.9631023917318071 8.4442136184079555 3.8989833164960137 leaf_count=2487 315 39 17 internal_value=0 3.40597e-05 -0.000253911 internal_weight=0 190.073 12.8621 internal_count=2858 2526 332 is_linear=0 shrinkage=0.000439788 Tree=4434 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.01755 7.0343 6.63393 threshold=0.18829500000000002 0.14114500000000005 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3209208113621998e-05 -0.00045876275795341573 0.00042344242579119712 0.00022623602843205399 leaf_weight=181.61893139607855 9.0129995268071053 8.4419894821476174 3.9080703463405362 leaf_count=2487 315 39 17 internal_value=0 3.14714e-05 -0.000251552 internal_weight=0 190.061 12.9211 internal_count=2858 2526 332 is_linear=0 shrinkage=0.000439788 Tree=4435 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=4.80471 6.812 6.71384 threshold=0.18829500000000002 0.14114500000000005 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4318118626745978e-05 -0.00045532587750891402 0.00041890040157526874 0.00023078922590413916 leaf_weight=183.04726012761239 8.9598321495141118 8.4003420218359661 3.9676322974264613 leaf_count=2487 315 39 17 internal_value=0 3.21104e-05 -0.000244717 internal_weight=0 191.448 12.9275 internal_count=2858 2526 332 is_linear=0 shrinkage=0.000439788 Tree=4436 num_leaves=4 num_cat=0 split_feature=2 474 51 split_gain=5.19937 8.17411 5.54442 threshold=0.086610000000000006 0.084145000000000011 -0.031924999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015050821190741953 -0.0001195752879287433 0.0002965889459803356 0.000103583151783496 leaf_weight=57.88366185000632 26.742743156355573 9.1421991873648931 110.24144110892667 leaf_count=1084 415 101 1267 internal_value=0 -8.94579e-05 6.00064e-05 internal_weight=0 67.0259 136.984 internal_count=2867 1185 1682 is_linear=0 shrinkage=0.000439788 Tree=4437 num_leaves=4 num_cat=0 split_feature=13 48 52 split_gain=5.63878 10.1672 3.79226 threshold=-0.094744999999999982 0.014805 0.090715000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022609600512194829 -0.00010318398899172644 0.00013196888438934447 -8.9380420222491842e-05 leaf_weight=32.753990538069047 107.42666911531705 53.136746617266908 9.4963596167508495 leaf_count=276 2038 458 95 internal_value=0 -2.53562e-05 0.00015518 internal_weight=0 160.563 42.2504 internal_count=2867 2496 371 is_linear=0 shrinkage=0.000439788 Tree=4438 num_leaves=4 num_cat=0 split_feature=13 457 15 split_gain=5.67533 8.07691 3.40497 threshold=-0.094744999999999982 0.079020000000000021 -0.088249999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.1793787830439154e-06 -7.4788897890370931e-05 0.0001758266311157157 0.00025618946592242703 leaf_weight=16.87274281156715 130.25184150109999 30.723045013612136 25.312540772138163 leaf_count=174 2286 210 197 internal_value=0 -2.69422e-05 0.00015424 internal_weight=0 160.975 42.1853 internal_count=2867 2496 371 is_linear=0 shrinkage=0.000439788 Tree=4439 num_leaves=4 num_cat=0 split_feature=13 457 52 split_gain=5.42527 7.90899 3.86455 threshold=-0.094744999999999982 0.079020000000000021 0.090715000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011481131257841466 -0.0037726571153373651 0.0089759798272960253 -0.0049156860590935736 leaf_weight=32.085067881969735 127.72820772838895 30.265184828545898 9.3215162151027453 leaf_count=276 2286 210 95 internal_value=0 -0.00132974 0.00778929 internal_weight=0 157.993 41.4066 internal_count=2867 2496 371 is_linear=0 shrinkage=0.0224292 Tree=4440 num_leaves=4 num_cat=0 split_feature=42 1 43 split_gain=6.5857 8.86161 7.43955 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.17773999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023962988338444749 0.018772052352336793 0.00079841182918619405 -0.00085815905221680059 leaf_weight=14.096895989161569 10.323751676129175 14.9917878684937 159.31064650104963 leaf_count=570 72 224 2029 internal_value=0 -0.0112093 0.000338491 internal_weight=0 29.0887 169.634 internal_count=2895 794 2101 is_linear=0 shrinkage=0.0224292 Tree=4441 num_leaves=4 num_cat=0 split_feature=42 1 156 split_gain=6.73147 8.94575 6.79222 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.091280000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046778196470855567 2.9438707850830452e-05 1.1743964260373667e-05 -0.00029929170312333812 leaf_weight=14.565179954239285 161.58496505994117 15.542616502847521 13.126614206703378 leaf_count=570 1881 224 220 internal_value=0 -0.000220385 4.71018e-06 internal_weight=0 30.1078 174.712 internal_count=2895 794 2101 is_linear=0 shrinkage=0.000439788 Tree=4442 num_leaves=4 num_cat=0 split_feature=133 3 1 split_gain=6.41739 5.82507 0.511885 threshold=0.13793500000000003 -0.15490999999999996 0.093170000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01157523443020788 -0.026551681372191761 -0.0018373059641093865 -0.011239591140924036 leaf_weight=17.951814478321467 5.0647858536685808 174.08306545947562 1.453678731806576 leaf_count=179 246 2404 66 internal_value=0 -0.000582448 -0.0231797 internal_weight=0 192.035 6.51846 internal_count=2895 2583 312 is_linear=0 shrinkage=0.0224292 Tree=4443 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=6.49879 5.52767 0.59017 threshold=0.13793500000000003 -1.0000000180025095e-35 0.093670000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019342605499758772 -0.00051659312688739868 1.9075228566497675e-05 -0.00019717525399563719 leaf_weight=27.49064762146736 5.3026195180718778 169.86999068566365 1.4582104533910749 leaf_count=667 253 1916 59 internal_value=0 -1.05402e-05 -0.000448449 internal_weight=0 197.361 6.76083 internal_count=2895 2583 312 is_linear=0 shrinkage=0.000439788 Tree=4444 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=6.20921 6.72718 threshold=-0.094679999999999986 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018907091561262374 0.0039088975055386862 -0.023532709733363251 leaf_weight=6.5636722939088932 186.65803837569547 4.5861410521902135 leaf_count=44 2735 92 internal_value=0 0.00324855 internal_weight=0 191.244 internal_count=2871 2827 is_linear=0 shrinkage=0.0224292 Tree=4445 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=5.83679 6.88021 threshold=-0.094679999999999986 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035704227513207095 7.6087632351426571e-05 -0.0004593470229410548 leaf_weight=6.5937484754249445 190.83100961455784 4.7385811203857875 leaf_count=44 2735 92 internal_value=0 6.30707e-05 internal_weight=0 195.57 internal_count=2871 2827 is_linear=0 shrinkage=0.000439788 Tree=4446 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=5.82506 6.72044 threshold=-0.094679999999999986 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035825865105815706 7.2925538387814349e-05 -0.00045656193488510815 leaf_weight=6.6367768272757521 191.30954728537472 4.7326291128993025 leaf_count=44 2735 92 internal_value=0 6.01e-05 internal_weight=0 196.042 internal_count=2871 2827 is_linear=0 shrinkage=0.000439788 Tree=4447 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=5.91053 6.38578 threshold=-0.094679999999999986 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01841729630691688 0.0038245755012566332 -0.022541880565248678 leaf_weight=6.580383636057376 186.65764696091355 4.7195170890772706 leaf_count=44 2731 96 internal_value=0 0.00317217 internal_weight=0 191.377 internal_count=2871 2827 is_linear=0 shrinkage=0.0224292 Tree=4448 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=8.58582 6.39258 threshold=-0.29526499999999994 0.099325000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031100376680620392 -0.0018964116222749442 0.0066812366931929684 leaf_weight=4.2354159450624129 124.54925754129363 67.317108929506503 leaf_count=58 2052 750 internal_value=0 0.00111346 internal_weight=0 191.866 internal_count=2860 2802 is_linear=0 shrinkage=0.0224292 Tree=4449 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=8.30563 6.24954 threshold=-0.29526499999999994 -0.11367499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030784900631267643 0.0069058222867262094 -0.0017301563881260593 leaf_weight=4.1836318727582684 62.57383726851549 129.09032861010928 leaf_count=58 441 2361 internal_value=0 0.00108969 internal_weight=0 191.664 internal_count=2860 2802 is_linear=0 shrinkage=0.0224292 Tree=4450 num_leaves=3 num_cat=0 split_feature=1212 123 split_gain=4.86737 4.18277 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046080241248723004 -2.004533914033454e-06 0.00022412917602951914 leaf_weight=4.1731550848344332 177.53692494274583 17.349085277994163 leaf_count=206 2412 242 internal_value=0 1.81463e-05 internal_weight=0 194.886 internal_count=2860 2654 is_linear=0 shrinkage=0.000439788 Tree=4451 num_leaves=4 num_cat=0 split_feature=1213 4 403 split_gain=4.55603 4.45905 3.04679 threshold=-1.0000000180025095e-35 0.51074000000000008 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040349206289390831 0.00053690894797831922 0.02062820859076029 -0.023841095932058073 leaf_weight=2.8720165197155438 180.87916144522023 5.7142762884031972 6.244015733827835 leaf_count=72 2289 140 359 internal_value=0 0.00115424 -0.0150686 internal_weight=0 186.593 9.11603 internal_count=2860 2429 431 is_linear=0 shrinkage=0.0224292 Tree=4452 num_leaves=4 num_cat=0 split_feature=403 13 483 split_gain=7.64313 6.80848 5.5735 threshold=-1.0000000180025095e-35 -0.10939499999999998 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014277574829185343 0.0035536256281272702 -0.020986665795270098 -0.01362578760794614 leaf_weight=3.4931175757665214 171.90928959044686 12.803787105891386 10.037404887902083 leaf_count=19 1969 671 250 internal_value=0 -0.0134202 0.00260456 internal_weight=0 16.2969 181.947 internal_count=2909 690 2219 is_linear=0 shrinkage=0.0224292 Tree=4453 num_leaves=4 num_cat=0 split_feature=403 13 483 split_gain=7.37918 6.61116 5.33296 threshold=-1.0000000180025095e-35 -0.10939499999999998 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013987618521365843 0.0034742205818023269 -0.020849392515076358 -0.013344312203521358 leaf_weight=3.4860329919029054 171.89504723070422 12.601435530872548 10.019851998280499 leaf_count=19 1969 671 250 internal_value=0 -0.0132928 0.00254655 internal_weight=0 16.0875 181.915 internal_count=2909 690 2219 is_linear=0 shrinkage=0.0224292 Tree=4454 num_leaves=4 num_cat=0 split_feature=403 2 483 split_gain=7.54665 6.34167 5.4783 threshold=-1.0000000180025095e-35 0.10582500000000002 0.09641000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041377861020142694 6.2501485760279999e-05 0.00023184073047624484 -0.00035854927315377287 leaf_weight=12.544802995806096 180.15119656511524 3.828948764508822 6.1629836772335684 leaf_count=625 2057 65 162 internal_value=0 -0.000262708 4.85385e-05 internal_weight=0 16.3738 186.314 internal_count=2909 690 2219 is_linear=0 shrinkage=0.000439788 Tree=4455 num_leaves=4 num_cat=0 split_feature=403 13 483 split_gain=7.12673 6.41654 5.43726 threshold=-1.0000000180025095e-35 -0.10939499999999998 0.09641000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013696800845171147 0.0032026770937242034 -0.020707415193352986 -0.018547423076731104 leaf_weight=3.4792211649473748 176.00933513131167 12.40964017875376 5.9596477204759131 leaf_count=19 2057 671 162 internal_value=0 -0.0131664 0.00248847 internal_weight=0 15.8889 181.969 internal_count=2909 690 2219 is_linear=0 shrinkage=0.0224292 Tree=4456 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.29108 8.83132 6.53251 threshold=-0.10072999999999999 -0.084094999999999989 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012398353028521897 -0.018127485901129847 -0.0007470851805175938 -0.0073501913859434186 leaf_weight=31.195287226815708 16.558395173822646 130.38637017771543 11.527608094736932 leaf_count=237 605 1838 152 internal_value=0 -0.00270769 0.00706884 internal_weight=0 146.945 42.7229 internal_count=2832 2443 389 is_linear=0 shrinkage=0.0224292 Tree=4457 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.0239 8.57953 6.26016 threshold=-0.10072999999999999 -0.084094999999999989 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012154056151807112 -0.017963540854849462 -0.00073033126259745536 -0.0071851871632582073 leaf_weight=31.10992573184194 16.337415402318584 130.38630612437555 11.528272334486244 leaf_count=237 605 1838 152 internal_value=0 -0.0026513 0.00692435 internal_weight=0 146.724 42.6382 internal_count=2832 2443 389 is_linear=0 shrinkage=0.0224292 Tree=4458 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=6.06221 8.93004 6.13543 threshold=-0.10072999999999999 -0.084094999999999989 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023632647457289097 -0.00035371152212261531 -1.3207448850547432e-05 -0.00013419196099744623 leaf_weight=31.633267717028502 16.749975198967149 133.44923837072565 11.877115358598529 leaf_count=237 605 1838 152 internal_value=0 -5.122e-05 0.000135171 internal_weight=0 150.199 43.5104 internal_count=2832 2443 389 is_linear=0 shrinkage=0.000439788 Tree=4459 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=5.7685 8.34001 5.99637 threshold=-0.10072999999999999 -0.084094999999999989 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011911827289615116 -0.017800455117144516 -0.00071283406468564884 -0.0070170653756736843 leaf_weight=31.036973842885345 16.129093990384717 130.44508563185809 11.535852446686475 leaf_count=237 605 1838 152 internal_value=0 -0.00259524 0.00678187 internal_weight=0 146.574 42.5728 internal_count=2832 2443 389 is_linear=0 shrinkage=0.0224292 Tree=4460 num_leaves=4 num_cat=0 split_feature=403 43 15 split_gain=7.96511 5.72312 0.491852 threshold=0.094340000000000021 -0.15765999999999997 -0.025929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021285090216947457 -0.00028016837398381404 -2.0433123829228869e-05 -0.00053439735695837425 leaf_weight=23.185141840949655 2.1681873304769397 164.76325493048353 5.11851510812994 leaf_count=207 73 2433 149 internal_value=0 8.36327e-06 -0.00045968 internal_weight=0 187.948 7.2867 internal_count=2862 2640 222 is_linear=0 shrinkage=0.000439788 Tree=4461 num_leaves=4 num_cat=0 split_feature=403 43 15 split_gain=7.87065 5.78132 0.510542 threshold=0.094340000000000021 -0.15765999999999997 -0.027009999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021431332018274327 -0.0002702432318778536 -2.0428056877881696e-05 -0.00053274659900388139 leaf_weight=23.130495981313288 2.0749840869102627 164.40283398191968 5.1589911440969436 leaf_count=207 72 2433 150 internal_value=0 8.54398e-06 -0.00045836 internal_weight=0 187.533 7.23398 internal_count=2862 2640 222 is_linear=0 shrinkage=0.000439788 Tree=4462 num_leaves=4 num_cat=0 split_feature=403 43 15 split_gain=7.76825 5.72699 0.497775 threshold=0.094340000000000021 -0.15765999999999997 -0.027009999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010911234246285335 -0.01387573943036647 -0.0010712376493476102 -0.027246091210655157 leaf_weight=22.880012647132389 2.0276701161637902 162.17064251480042 5.0674355740193269 leaf_count=207 72 2433 150 internal_value=0 0.00041127 -0.0234725 internal_weight=0 185.051 7.09511 internal_count=2862 2640 222 is_linear=0 shrinkage=0.0224292 Tree=4463 num_leaves=4 num_cat=0 split_feature=403 52 403 split_gain=7.62901 5.73833 0.131746 threshold=0.094340000000000021 -0.51745999999999992 0.10864000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046350740961637602 -0.00053794337513733855 2.0334112406932529e-05 -0.00040490370525161034 leaf_weight=4.8470671256654887 2.5918238012818611 184.26474915655854 4.5529418088262901 leaf_count=197 61 2443 161 internal_value=0 7.88738e-06 -0.00045447 internal_weight=0 189.112 7.14477 internal_count=2862 2640 222 is_linear=0 shrinkage=0.000439788 Tree=4464 num_leaves=4 num_cat=0 split_feature=52 43 0 split_gain=7.73197 5.61773 0.435187 threshold=-0.4290699999999999 -0.06705499999999999 -0.087454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022522914935647144 0.00011277244428713579 -4.4609422565297761e-05 -0.00048550022284700364 leaf_weight=1.6201574917649848 70.906895631051157 114.96530342035112 6.147208161535672 leaf_count=30 1068 1450 242 internal_value=0 1.54343e-05 -0.000431897 internal_weight=0 185.872 7.76737 internal_count=2790 2518 272 is_linear=0 shrinkage=0.000439788 Tree=4465 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=5.46798 5.41783 threshold=0.09309000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0046893794198379279 -0.023404485445279986 0.0033315699189747725 leaf_weight=65.557808293102426 4.9264520504511884 119.66443714872003 leaf_count=1396 49 1345 internal_value=0 0.000492434 internal_weight=0 185.222 internal_count=2790 2741 is_linear=0 shrinkage=0.0224292 Tree=4466 num_leaves=4 num_cat=0 split_feature=52 1 0 split_gain=7.8417 5.79187 0.438801 threshold=-0.4290699999999999 0.10113500000000002 -0.087344999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000229683795086377 -3.7523162285876645e-05 0.00012806750822757514 -0.00048583733977529718 leaf_weight=1.7021942552528342 126.59264726605034 60.297671192325652 6.1850817212834945 leaf_count=33 1895 623 239 internal_value=0 1.59101e-05 -0.000431244 internal_weight=0 186.89 7.88728 internal_count=2790 2518 272 is_linear=0 shrinkage=0.000439788 Tree=4467 num_leaves=4 num_cat=0 split_feature=52 43 13 split_gain=7.52273 5.50477 0.497473 threshold=-0.4290699999999999 -0.06705499999999999 -0.082404999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021379087325351268 0.00011047726949714795 -4.4830981918448314e-05 -0.00048701344785646698 leaf_weight=1.6948426517774349 71.451023768051527 115.41478297872527 6.0314110586186862 leaf_count=60 1068 1450 212 internal_value=0 1.45587e-05 -0.000427754 internal_weight=0 186.866 7.72625 internal_count=2790 2518 272 is_linear=0 shrinkage=0.000439788 Tree=4468 num_leaves=4 num_cat=0 split_feature=1 157 15 split_gain=6.82626 8.63579 1.34607 threshold=0.13601500000000002 -0.084489999999999996 -0.07112499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023901316740688367 0.024740687112096343 -0.00066493682538241951 0.0093736975375239579 leaf_weight=8.4245348144322616 4.9381156394956633 170.99733561990433 6.8984892093576473 leaf_count=214 125 2469 48 internal_value=0 -0.0017584 0.0158142 internal_weight=0 179.422 11.8366 internal_count=2856 2683 173 is_linear=0 shrinkage=0.0224292 Tree=4469 num_leaves=4 num_cat=0 split_feature=43 43 157 split_gain=5.73364 9.61682 8.48765 threshold=-0.15289999999999995 -0.28298999999999996 -0.084489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012234751739044204 -0.00047293749400084114 0.00043330479565387284 -1.8036477522040594e-05 leaf_weight=10.790857884101571 8.3232556724105944 13.600297867786137 161.74290265512536 leaf_count=124 212 117 2403 internal_value=0 0.000187576 -4.03505e-05 internal_weight=0 24.3912 170.066 internal_count=2856 241 2615 is_linear=0 shrinkage=0.000439788 Tree=4470 num_leaves=4 num_cat=0 split_feature=1 157 15 split_gain=6.58946 8.35315 1.34607 threshold=0.13601500000000002 -0.084489999999999996 -0.07112499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023619443635179413 0.024664816649191092 -0.00064940780204403824 0.0092041805082195213 leaf_weight=8.3343713152426044 4.8456151983700693 171.04612303044996 6.8766977717168611 leaf_count=214 125 2469 48 internal_value=0 -0.00171904 0.0156248 internal_weight=0 179.38 11.7223 internal_count=2856 2683 173 is_linear=0 shrinkage=0.0224292 Tree=4471 num_leaves=4 num_cat=0 split_feature=1 157 15 split_gain=6.35485 8.07976 1.34641 threshold=0.13601500000000002 -0.084489999999999996 -0.07112499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023340908337637207 0.024589146385385782 -0.00063487220806964732 0.009029058469598809 leaf_weight=8.2458993286563764 4.7526173931546509 171.03852534174803 6.8534793229773623 leaf_count=214 125 2469 48 internal_value=0 -0.00168157 0.0154307 internal_weight=0 179.284 11.6061 internal_count=2856 2683 173 is_linear=0 shrinkage=0.0224292 Tree=4472 num_leaves=4 num_cat=0 split_feature=1 13 0 split_gain=6.9048 9.7349 4.80487 threshold=0.10100500000000003 -0.4706749999999999 -0.23232499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021785533092674569 -0.014301259297292255 -0.004648234931746072 0.007617014921163491 leaf_weight=7.4188297763466826 5.4702385030686846 121.53198753189645 60.4990999402944 leaf_count=21 45 2092 695 internal_value=0 -0.00312444 0.00579592 internal_weight=0 128.951 65.9693 internal_count=2853 2113 740 is_linear=0 shrinkage=0.0224292 Tree=4473 num_leaves=4 num_cat=0 split_feature=1 13 15 split_gain=7.26989 10.0209 4.4861 threshold=0.10100500000000003 -0.4706749999999999 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043098015206818294 0.00016568209774004637 -9.056012120423915e-05 -0.00015101113278085743 leaf_weight=7.5441460460424414 56.956685915705748 123.18576842409675 10.184611526550723 leaf_count=21 659 2092 81 internal_value=0 -6.04046e-05 0.000117614 internal_weight=0 130.73 67.1413 internal_count=2853 2113 740 is_linear=0 shrinkage=0.000439788 Tree=4474 num_leaves=4 num_cat=0 split_feature=1 13 0 split_gain=7.35167 9.69968 4.51239 threshold=0.10100500000000003 -0.4706749999999999 -0.23232499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042470243078484416 -0.00026332309206030441 -9.23855403539357e-05 0.0001502782516602083 leaf_weight=7.4215207099914542 5.544794261455535 123.14421286291326 61.64194690680597 leaf_count=21 45 2092 695 internal_value=0 -6.29358e-05 0.000116079 internal_weight=0 130.566 67.1867 internal_count=2853 2113 740 is_linear=0 shrinkage=0.000439788 Tree=4475 num_leaves=4 num_cat=0 split_feature=1 13 0 split_gain=6.62728 9.3847 4.58816 threshold=0.10100500000000003 -0.4706749999999999 -0.23232499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.021531505120518647 -0.013924567677524079 -0.0045503849879580029 0.0074703865750666574 leaf_weight=7.3419677540659896 5.4843160696327677 121.44073625613237 60.37918762373738 leaf_count=21 45 2092 695 internal_value=0 -0.00306047 0.00568535 internal_weight=0 128.783 65.8635 internal_count=2853 2113 740 is_linear=0 shrinkage=0.0224292 Tree=4476 num_leaves=4 num_cat=0 split_feature=151 52 484 split_gain=9.27605 7.10764 6.45553 threshold=-0.051109999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3015295176202129e-05 -0.00038341092992239841 0.00053550997351834936 -3.3467652440326825e-05 leaf_weight=31.858295951737091 10.949900584615532 8.4911878237035108 144.74380161604495 leaf_count=385 364 56 2056 internal_value=0 0.000178447 -5.81231e-05 internal_weight=0 40.3495 155.694 internal_count=2861 441 2420 is_linear=0 shrinkage=0.000439788 Tree=4477 num_leaves=4 num_cat=0 split_feature=457 49 457 split_gain=7.83705 8.39008 3.08874 threshold=0.082870000000000013 0.11115500000000002 0.10538500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9532341348444299e-05 0.00030124978917831326 0.00024477938509756206 1.9490578462827465e-05 leaf_weight=147.57580096280435 19.541433492442597 17.211132468204596 12.234702389454467 leaf_count=2432 152 196 81 internal_value=0 -4.56352e-05 0.000192841 internal_weight=0 164.787 31.7761 internal_count=2861 2628 233 is_linear=0 shrinkage=0.000439788 Tree=4478 num_leaves=4 num_cat=0 split_feature=151 52 4 split_gain=9.07325 7.18386 7.07322 threshold=-0.051109999999999996 1.0000000180025095e-35 0.27150500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.825797298024186e-05 -9.2872387538882984e-05 0.00053051728216046425 0.00019851714771333478 leaf_weight=32.081140523892827 138.44296115355974 8.6020707113202644 18.216021273401566 leaf_count=385 2148 56 272 internal_value=0 0.000174088 -5.89701e-05 internal_weight=0 40.6832 156.659 internal_count=2861 441 2420 is_linear=0 shrinkage=0.000439788 Tree=4479 num_leaves=4 num_cat=0 split_feature=151 52 484 split_gain=9.39994 7.03339 6.36916 threshold=-0.051109999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6359360931970012e-05 -0.00038018442798845006 0.00053541993166467908 -3.2160210205527068e-05 leaf_weight=31.993770712986588 10.920254628523251 8.5329167447052878 144.83316331230162 leaf_count=385 364 56 2056 internal_value=0 0.000181117 -5.66046e-05 internal_weight=0 40.5267 155.753 internal_count=2861 441 2420 is_linear=0 shrinkage=0.000439788 Tree=4480 num_leaves=4 num_cat=0 split_feature=376 457 1 split_gain=7.25004 5.94271 1.93593 threshold=1.0000000180025095e-35 0.082870000000000013 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5184347936408904e-05 0.00012250014149530275 0.00016210773869553672 0.00045320412890628551 leaf_weight=151.12882354183239 6.1011887993663532 28.998134544934146 7.8377969551365823 leaf_count=2458 27 202 126 internal_value=0 -2.01896e-05 0.000308818 internal_weight=0 180.127 13.939 internal_count=2813 2660 153 is_linear=0 shrinkage=0.000439788 Tree=4481 num_leaves=4 num_cat=0 split_feature=376 457 1 split_gain=7.2023 5.65464 1.87755 threshold=1.0000000180025095e-35 0.082870000000000013 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6443630817717948e-05 0.00012316203137236864 0.00015569492091265473 0.00045005469224073508 leaf_weight=150.65045429264137 6.0695205591618997 28.957666516304016 7.7587847725953907 leaf_count=2458 27 202 126 internal_value=0 -2.22283e-05 0.000306943 internal_weight=0 179.608 13.8283 internal_count=2813 2660 153 is_linear=0 shrinkage=0.000439788 Tree=4482 num_leaves=4 num_cat=0 split_feature=376 457 1 split_gain=7.18648 5.82438 1.83613 threshold=1.0000000180025095e-35 0.082870000000000013 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5644125836174174e-05 0.00012681290470139157 0.00015937014972372925 0.00044946390099863333 leaf_weight=150.91692521527875 6.1201170496642572 29.039345294469967 7.7465218486031517 leaf_count=2458 27 202 126 internal_value=0 -2.09343e-05 0.00030743 internal_weight=0 179.956 13.8666 internal_count=2813 2660 153 is_linear=0 shrinkage=0.000439788 Tree=4483 num_leaves=4 num_cat=0 split_feature=376 457 1 split_gain=7.34919 5.73182 1.80617 threshold=1.0000000180025095e-35 0.082870000000000013 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5446073007755139e-05 0.00013120469579695857 0.00015801914918146017 0.0004501757813941636 leaf_weight=150.72199024891597 6.1530502866953594 28.992628562962636 7.8114352759439498 leaf_count=2458 27 202 126 internal_value=0 -2.09955e-05 0.000310001 internal_weight=0 179.715 13.9645 internal_count=2813 2660 153 is_linear=0 shrinkage=0.000439788 Tree=4484 num_leaves=4 num_cat=0 split_feature=3 15 0 split_gain=6.56158 6.27388 4.04082 threshold=-0.11327499999999999 0.088235000000000022 -0.061654999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017857035514519897 -0.0048009205431813569 0.0070272614404062366 0.01532907030729712 leaf_weight=15.599272960622327 124.94210441024916 27.511694486194756 18.430957896634936 leaf_count=151 1888 613 159 internal_value=0 -0.0026658 0.00822434 internal_weight=0 152.454 34.0302 internal_count=2811 2501 310 is_linear=0 shrinkage=0.0224292 Tree=4485 num_leaves=4 num_cat=0 split_feature=3 13 11 split_gain=6.40965 6.65985 5.53435 threshold=-0.11327499999999999 -0.15610499999999997 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027697168367327071 0.00019363967114757874 -8.4823674427043385e-05 -0.00010125434061124024 leaf_weight=23.764221342746168 18.888269695220515 136.84524529610644 10.905319705954751 leaf_count=169 152 2349 141 internal_value=0 -5.10304e-05 0.00015801 internal_weight=0 155.734 34.6695 internal_count=2811 2501 310 is_linear=0 shrinkage=0.000439788 Tree=4486 num_leaves=4 num_cat=0 split_feature=3 15 0 split_gain=6.28154 5.98019 3.89792 threshold=-0.11327499999999999 0.088235000000000022 -0.061654999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017747974985193074 -0.0046907883543349758 0.0068451510039645351 0.015070440055100193 leaf_weight=15.607274562993551 124.9604543367459 27.581211223267019 18.330680837854743 leaf_count=151 1888 613 159 internal_value=0 -0.00260437 0.00806212 internal_weight=0 152.542 33.938 internal_count=2811 2501 310 is_linear=0 shrinkage=0.0224292 Tree=4487 num_leaves=4 num_cat=0 split_feature=3 13 11 split_gain=6.66908 6.17837 5.71435 threshold=-0.11327499999999999 -0.15610499999999997 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028280890158452194 0.00018574795396437811 -8.3769327473773891e-05 -0.00010020518382612855 leaf_weight=23.783762482227758 18.682779311784543 136.70498031379248 11.011108820210209 leaf_count=169 152 2349 141 internal_value=0 -5.13455e-05 0.000161613 internal_weight=0 155.388 34.7949 internal_count=2811 2501 310 is_linear=0 shrinkage=0.000439788 Tree=4488 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=6.58224 5.87225 0.39056 threshold=0.13793500000000003 -0.0048899999999999994 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027048564033442356 -0.00052630607414780924 3.2321620433742283e-05 -0.00025841413148987758 leaf_weight=13.290300762892 4.4092782501247703 178.68268173678371 1.4601909045595673 leaf_count=407 236 2128 70 internal_value=0 1.13334e-05 -0.000460715 internal_weight=0 191.973 5.86947 internal_count=2841 2535 306 is_linear=0 shrinkage=0.000439788 Tree=4489 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=6.79492 5.70695 0.409834 threshold=0.13793500000000003 -0.0048899999999999994 0.09147000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026524925573554554 -0.00052595066983959987 3.2210216668440512e-05 -0.00025190317829364123 leaf_weight=13.381528149591757 4.5930464161792761 180.5683178393665 1.441743519157171 leaf_count=407 238 2128 68 internal_value=0 1.1663e-05 -0.00046148 internal_weight=0 193.95 6.03479 internal_count=2841 2535 306 is_linear=0 shrinkage=0.000439788 Tree=4490 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=6.35102 5.75128 0.381414 threshold=0.13793500000000003 -0.0048899999999999994 0.090820000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013758416986922083 -0.027148799529333911 0.0017374048694313233 -0.013450656384925121 leaf_weight=12.9231509801466 4.1037431455915785 174.63809016923187 1.4429061608389018 leaf_count=407 231 2128 75 internal_value=0 0.000668436 -0.0236437 internal_weight=0 187.561 5.54665 internal_count=2841 2535 306 is_linear=0 shrinkage=0.0224292 Tree=4491 num_leaves=4 num_cat=0 split_feature=133 484 1 split_gain=6.49141 5.82717 0.404207 threshold=0.13793500000000003 -0.0048899999999999994 0.091035000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026743020358915756 -0.00052760546060262147 3.4853711726756889e-05 -0.00025295429949538444 leaf_weight=13.234735416423062 4.3048967294744207 177.77441362127138 1.4378600686322895 leaf_count=407 235 2128 71 internal_value=0 1.38843e-05 -0.000459905 internal_weight=0 191.009 5.74276 internal_count=2841 2535 306 is_linear=0 shrinkage=0.000439788 Tree=4492 num_leaves=4 num_cat=0 split_feature=133 151 1 split_gain=6.64305 5.77256 0.466199 threshold=0.13793500000000003 -0.095924999999999996 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011940359509203245 -0.028078660649301167 -0.00089405026109341161 -0.013089439735782709 leaf_weight=19.645178174891043 4.1694161501945919 170.37373373753508 1.4610248506069181 leaf_count=178 214 2378 81 internal_value=0 0.000433906 -0.0242465 internal_weight=0 190.019 5.63044 internal_count=2851 2556 295 is_linear=0 shrinkage=0.0224292 Tree=4493 num_leaves=4 num_cat=0 split_feature=151 15 48 split_gain=6.20541 7.04079 5.85646 threshold=-0.095924999999999996 0.085260000000000016 0.036755000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048070462821385267 0.00045599321842168186 -0.011362553922527746 0.020769420187697108 leaf_weight=6.9779014526866403 145.20439883823565 30.704554049618309 12.652140417951157 leaf_count=99 1818 855 79 internal_value=0 -0.00160792 0.0116819 internal_weight=0 175.909 19.63 internal_count=2851 2673 178 is_linear=0 shrinkage=0.0224292 Tree=4494 num_leaves=4 num_cat=0 split_feature=133 151 1 split_gain=6.41964 5.2772 0.472373 threshold=0.13793500000000003 -0.095924999999999996 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011445510179192491 -0.02803599915265011 -0.00084244685880577341 -0.012828903990606535 leaf_weight=19.587438227434177 4.0599656967096953 170.26914677275636 1.4413671141955999 leaf_count=178 214 2378 81 internal_value=0 0.000426321 -0.0241098 internal_weight=0 189.857 5.50133 internal_count=2851 2556 295 is_linear=0 shrinkage=0.0224292 Tree=4495 num_leaves=4 num_cat=0 split_feature=133 4 1 split_gain=6.66058 5.0522 0.505092 threshold=0.13793500000000003 -0.50052499999999989 0.090690000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002884534621004743 -0.00054523240926348897 2.6111777192779983e-05 -0.00023954813192619129 leaf_weight=10.419516326859592 4.3228581942385054 182.95556801602652 1.4370752258691935 leaf_count=132 219 2424 76 internal_value=0 9.13544e-06 -0.000470009 internal_weight=0 193.375 5.75993 internal_count=2851 2556 295 is_linear=0 shrinkage=0.000439788 Tree=4496 num_leaves=4 num_cat=0 split_feature=1 454 11 split_gain=8.15012 8.20967 4.81194 threshold=0.10100500000000003 1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057332658824642644 0.0074629889542907404 0.019377086403308694 -0.013047647976551852 leaf_weight=120.11746346253494 58.008555350243114 6.909370695706456 6.3702453537844113 leaf_count=2129 642 24 83 internal_value=0 -0.00436473 0.00543021 internal_weight=0 127.027 64.3788 internal_count=2878 2153 725 is_linear=0 shrinkage=0.0224292 Tree=4497 num_leaves=4 num_cat=0 split_feature=1 42 43 split_gain=7.8114 6.37835 2.92668 threshold=0.12263000000000002 0.11362500000000002 -0.075044999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018958582181028939 -0.001824755993767733 -0.02681503212397426 0.016547539145211631 leaf_weight=163.78699190422776 5.9950277921743718 5.3168209125869899 15.958486983203327 leaf_count=2399 97 185 197 internal_value=0 -0.00268228 0.0115332 internal_weight=0 169.104 21.9535 internal_count=2878 2584 294 is_linear=0 shrinkage=0.0224292 Tree=4498 num_leaves=4 num_cat=0 split_feature=1 454 11 split_gain=8.20716 7.93002 4.58578 threshold=0.10100500000000003 1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011056003873394548 0.00014538525439725594 0.00037260818561338894 -0.00024372378895482643 leaf_weight=121.92913839432003 58.911321963067167 6.9256770974025121 6.4874124573543659 leaf_count=2129 642 24 83 internal_value=0 -8.45394e-05 0.000106727 internal_weight=0 128.855 65.3987 internal_count=2878 2153 725 is_linear=0 shrinkage=0.000439788 Tree=4499 num_leaves=4 num_cat=0 split_feature=1 454 11 split_gain=8.31746 7.99429 4.8151 threshold=0.10100500000000003 1.0000000180025095e-35 0.08776500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010897689701142528 0.00014888781174423419 0.00037570677408674832 -0.00024910348799996512 leaf_weight=122.01435988856247 59.186761608114466 6.9386591850779942 6.5105217020027331 leaf_count=2129 642 24 83 internal_value=0 -8.28455e-05 0.000109386 internal_weight=0 128.953 65.6973 internal_count=2878 2153 725 is_linear=0 shrinkage=0.000439788 Tree=4500 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=8.39368 8.35337 4.18159 threshold=0.16377000000000003 0.13854000000000002 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011767252503825981 -0.025361200891484567 0.031076328658272975 0.0014656110050655423 leaf_weight=171.08220611835713 8.8549535436613933 4.8144447542726985 4.3557585105299941 leaf_count=2476 293 27 22 internal_value=0 0.00199839 -0.0165267 internal_weight=0 175.897 13.2107 internal_count=2818 2503 315 is_linear=0 shrinkage=0.0224292 Tree=4501 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=8.09309 8.05053 4.08905 threshold=0.16377000000000003 0.13854000000000002 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011503215110634905 -0.025162580703946082 0.030607407393461107 0.0014334442992759103 leaf_weight=171.08422019914724 8.7262812870176258 4.7792590707540503 4.3540602298453441 leaf_count=2476 293 27 22 internal_value=0 0.00195408 -0.0163204 internal_weight=0 175.863 13.0803 internal_count=2818 2503 315 is_linear=0 shrinkage=0.0224292 Tree=4502 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=7.96223 7.66176 4.09563 threshold=0.16377000000000003 0.13854000000000002 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1450773569810601e-05 -0.00048983124419168091 0.00058282012244533746 2.9423868477626365e-05 leaf_weight=174.69320684822742 8.8061972508730815 4.8134484707843503 4.4010020392015567 leaf_count=2476 293 27 22 internal_value=0 3.65642e-05 -0.000317008 internal_weight=0 179.507 13.2072 internal_count=2818 2503 315 is_linear=0 shrinkage=0.000439788 Tree=4503 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=7.80004 7.75061 3.99785 threshold=0.16377000000000003 0.13854000000000002 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011234323267191723 -0.024959040364779288 0.030126362361741196 0.0014031998231718496 leaf_weight=171.15574051754083 8.6020010043575876 4.745335859945043 4.3533105095848432 leaf_count=2476 293 27 22 internal_value=0 0.00190904 -0.0161116 internal_weight=0 175.901 12.9553 internal_count=2818 2503 315 is_linear=0 shrinkage=0.0224292 Tree=4504 num_leaves=3 num_cat=0 split_feature=3 1374 split_gain=4.42907 4.83847 threshold=0.25659500000000007 0.086000000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.1119264129251472e-06 0.00031726957588413087 -0.00037790200909288877 leaf_weight=183.11569612548919 8.3702523948159051 6.6262646070681503 leaf_count=2634 130 78 internal_value=0 -9.26563e-06 internal_weight=0 189.742 internal_count=2842 2712 is_linear=0 shrinkage=0.000439788 Tree=4505 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=4.42921 12.0317 8.65174 threshold=-0.10646499999999999 -0.084804999999999978 0.086260000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020328522520646062 -0.00028167117373362351 3.4313090869663101e-05 -0.00010828545929357999 leaf_weight=47.501863131299615 31.160139234154485 92.296426691318629 27.034357267839368 leaf_count=349 752 1574 167 internal_value=0 -4.54718e-05 9.02794e-05 internal_weight=0 123.457 74.5362 internal_count=2842 2326 516 is_linear=0 shrinkage=0.000439788 Tree=4506 num_leaves=3 num_cat=0 split_feature=3 1374 split_gain=4.08812 4.86349 threshold=0.25659500000000007 0.086000000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025229394617316879 0.015851459729514187 -0.019463568839763842 leaf_weight=179.56444172548072 8.0676149054197577 6.5037901210598639 leaf_count=2634 130 78 internal_value=0 -0.000438776 internal_weight=0 186.068 internal_count=2842 2712 is_linear=0 shrinkage=0.0224292 Tree=4507 num_leaves=3 num_cat=0 split_feature=3 1374 split_gain=3.96171 4.66447 threshold=0.25659500000000007 0.086000000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024663156923942315 0.015713056654663875 -0.019092813996720318 leaf_weight=179.56746618899342 7.9575476344907647 6.4819976426661006 leaf_count=2634 130 78 internal_value=0 -0.000429048 internal_weight=0 186.049 internal_count=2842 2712 is_linear=0 shrinkage=0.0224292 Tree=4508 num_leaves=4 num_cat=0 split_feature=0 2 4 split_gain=7.85781 12.1203 10.3323 threshold=-0.13653999999999997 0.085325000000000012 0.27150500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055694245661344643 -9.8999566154959481e-05 4.0788882697329194e-05 0.00032756843110171176 leaf_weight=10.627752714557571 120.23514059039007 50.724656309059355 12.067943206988273 leaf_count=58 2262 328 225 internal_value=0 0.000130345 -6.00488e-05 internal_weight=0 61.3524 132.303 internal_count=2873 386 2487 is_linear=0 shrinkage=0.000439788 Tree=4509 num_leaves=4 num_cat=0 split_feature=0 2 4 split_gain=7.49119 12.4529 9.7806 threshold=-0.13653999999999997 0.085325000000000012 0.27150500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.028660725030566471 -0.0049613680010781851 0.001856533293307733 0.016514396703578064 leaf_weight=10.541934676934032 118.09557882130321 50.025583111855667 11.708947099978102 leaf_count=58 2262 328 225 internal_value=0 0.00652943 -0.00302201 internal_weight=0 60.5675 129.805 internal_count=2873 386 2487 is_linear=0 shrinkage=0.0224292 Tree=4510 num_leaves=4 num_cat=0 split_feature=0 2 4 split_gain=7.76645 11.5913 10.0211 threshold=-0.13653999999999997 0.085325000000000012 0.27150500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054623211726452557 -9.9189015049897149e-05 4.0672180676749237e-05 0.00032250802324996076 leaf_weight=10.593428377062081 120.52907941704325 50.586160097271204 11.964187093893996 leaf_count=58 2262 328 225 internal_value=0 0.000128354 -6.10686e-05 internal_weight=0 61.1796 132.493 internal_count=2873 386 2487 is_linear=0 shrinkage=0.000439788 Tree=4511 num_leaves=4 num_cat=0 split_feature=0 474 4 split_gain=7.79815 10.2775 9.83758 threshold=-0.13653999999999997 0.083840000000000012 0.27150500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6645812781766395e-05 -9.8349189693865992e-05 0.00052340060961805193 0.00031980974498875656 leaf_weight=50.829725287447218 121.09199642490421 10.545034721028058 11.937211538432164 leaf_count=343 2262 43 225 internal_value=0 0.000128696 -6.07857e-05 internal_weight=0 61.3748 133.029 internal_count=2873 386 2487 is_linear=0 shrinkage=0.000439788 Tree=4512 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=5.41341 6.31111 4.82244 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011609480518259271 0.00026514608054289311 0.019400333873501683 -0.025215091129361759 leaf_weight=2.366659814491868 178.64849459905236 9.0942451982991752 7.1922916284238436 leaf_count=31 2279 115 423 internal_value=0 0.00119393 -0.0160929 internal_weight=0 187.743 9.55895 internal_count=2848 2394 454 is_linear=0 shrinkage=0.0224292 Tree=4513 num_leaves=4 num_cat=0 split_feature=156 41 15 split_gain=5.39412 5.91561 3.77969 threshold=0.091385000000000008 0.082560000000000008 -0.076594999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021517534362700472 0.0062267371983564931 -0.018228403799059861 -0.021102537567060507 leaf_weight=176.91999377851607 3.4836610293714321 7.4483158104121676 9.3640592184965481 leaf_count=2498 80 98 172 internal_value=0 0.00132661 -0.013694 internal_weight=0 184.368 12.8477 internal_count=2848 2596 252 is_linear=0 shrinkage=0.0224292 Tree=4514 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=5.68198 11.7712 8.17252 threshold=-0.078914999999999985 -0.089704999999999993 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.585943896077571e-05 0.00025415698307823368 -0.00029932377558056092 -4.2607435723094074e-06 leaf_weight=50.077578424519743 32.264729413669556 30.873468740348471 88.711274531000527 leaf_count=629 387 925 907 internal_value=0 -8.58276e-05 6.46894e-05 internal_weight=0 80.951 120.976 internal_count=2848 1554 1294 is_linear=0 shrinkage=0.000439788 Tree=4515 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=5.47322 6.0873 4.68022 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00031742872784265076 -0.00031317063109856798 3.9492557038805254e-05 -0.00046302319127614115 leaf_weight=1.8152074095560236 9.9659502141003014 182.31435447336116 7.8988856930518505 leaf_count=19 192 2202 435 internal_value=0 2.11846e-05 -0.000316849 internal_weight=0 192.28 9.71409 internal_count=2848 2394 454 is_linear=0 shrinkage=0.000439788 Tree=4516 num_leaves=4 num_cat=0 split_feature=43 3 4 split_gain=7.84829 10.445 9.83792 threshold=-0.062804999999999986 -0.078669999999999976 -0.50052499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011302179454188528 -0.031879242393298382 0.01564399975541227 -0.0018042882777005854 leaf_weight=44.254710429318948 5.729758347850292 32.285848847473972 113.5688793269801 leaf_count=803 92 475 1495 internal_value=0 0.00594751 -0.00325362 internal_weight=0 76.5406 119.299 internal_count=2865 1278 1587 is_linear=0 shrinkage=0.0224292 Tree=4517 num_leaves=4 num_cat=0 split_feature=43 3 4 split_gain=7.51141 10.0252 9.59117 threshold=-0.062804999999999986 -0.078669999999999976 -0.50052499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011052406121550759 -0.031695029224240417 0.015345590426938262 -0.001763723469593663 leaf_weight=44.240379759532516 5.634982014540582 32.177069187746383 113.57542688897229 leaf_count=803 92 475 1495 internal_value=0 0.00582381 -0.0031834 internal_weight=0 76.4174 119.21 internal_count=2865 1278 1587 is_linear=0 shrinkage=0.0224292 Tree=4518 num_leaves=4 num_cat=0 split_feature=43 48 4 split_gain=7.18865 9.99719 9.34918 threshold=-0.062804999999999986 0.086410000000000015 -0.50052499999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00066256786095159666 -0.031509053452020257 0.018778734593128434 -0.00172407203293204 leaf_weight=55.087903591571376 5.542268570046871 21.211258581955917 113.58188680681633 leaf_count=1050 92 228 1495 internal_value=0 0.00570232 -0.00311465 internal_weight=0 76.2992 119.124 internal_count=2865 1278 1587 is_linear=0 shrinkage=0.0224292 Tree=4519 num_leaves=4 num_cat=0 split_feature=156 129 159 split_gain=7.01927 6.94714 4.99673 threshold=0.090385000000000007 0.08956500000000002 0.090175000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022540713980364478 -0.02815252116409683 -0.02455552849317881 -0.0015920066949526696 leaf_weight=176.06031849357532 7.0867519813473319 4.9814940264914176 7.15196064254269 leaf_count=2452 175 146 92 internal_value=0 0.00151387 -0.0148314 internal_weight=0 181.042 14.2387 internal_count=2865 2598 267 is_linear=0 shrinkage=0.0224292 Tree=4520 num_leaves=3 num_cat=0 split_feature=376 44 split_gain=3.9906 4.42607 threshold=0.08801500000000001 0.081710000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00045461523851193889 0.020515882546374271 -0.021697141589656955 leaf_weight=183.50870160653722 4.8293663115473455 4.6335805235430589 leaf_count=2734 64 48 internal_value=0 -9.30857e-05 internal_weight=0 188.142 internal_count=2846 2782 is_linear=0 shrinkage=0.0224292 Tree=4521 num_leaves=3 num_cat=0 split_feature=376 44 split_gain=3.85258 4.23276 threshold=0.08801500000000001 0.081710000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044440969452343452 0.020253470401809893 -0.021223719154896639 leaf_weight=183.51274602569174 4.782990571926347 4.6311474293470374 leaf_count=2734 64 48 internal_value=0 -9.10488e-05 internal_weight=0 188.144 internal_count=2846 2782 is_linear=0 shrinkage=0.0224292 Tree=4522 num_leaves=3 num_cat=0 split_feature=376 44 split_gain=3.71875 4.04739 threshold=0.08801500000000001 0.081710000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00043443347346529038 0.019991444955238882 -0.020758049475208713 leaf_weight=183.5167066771246 4.7377610417315728 4.6292863995768121 leaf_count=2734 64 48 internal_value=0 -8.90555e-05 internal_weight=0 188.146 internal_count=2846 2782 is_linear=0 shrinkage=0.0224292 Tree=4523 num_leaves=4 num_cat=0 split_feature=1213 403 3 split_gain=4.93837 6.18051 0.00279265 threshold=-0.082704999999999987 0.092300000000000007 -0.071524999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044650305100579605 -2.1596146564060255e-06 0.00035423586646511651 -0.00051767791971008188 leaf_weight=2.4712697673821822 184.16312605787243 9.8989863700699043 1.5348612703382958 leaf_count=225 2451 139 31 internal_value=0 1.60529e-05 -0.000476098 internal_weight=0 194.062 4.00613 internal_count=2846 2590 256 is_linear=0 shrinkage=0.000439788 Tree=4524 num_leaves=4 num_cat=0 split_feature=42 42 52 split_gain=5.30576 9.88213 1.6927 threshold=-0.11244999999999998 -0.088709999999999983 -0.15661499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014147573530347364 0.0003667645491196284 -3.4093549197862582e-05 -0.00052957687081730978 leaf_weight=3.9758364599547349 12.78534431234584 167.41664318476978 4.8258405538363132 leaf_count=45 190 2464 120 internal_value=0 -5.6168e-06 -0.000354952 internal_weight=0 180.202 8.80168 internal_count=2819 2654 165 is_linear=0 shrinkage=0.000439788 Tree=4525 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=5.66842 5.21653 threshold=-0.40775499999999992 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054985326920808215 0.0002901026555377862 -2.7898435562637528e-05 leaf_weight=3.8184898298641192 10.557214638218282 176.14321455552999 leaf_count=104 71 2644 internal_value=0 -9.88883e-06 internal_weight=0 186.7 internal_count=2819 2715 is_linear=0 shrinkage=0.000439788 Tree=4526 num_leaves=3 num_cat=0 split_feature=13 402 split_gain=5.6833 6.20746 threshold=-0.4706749999999999 0.086255000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029204990889663104 -2.0516369143862387e-05 -0.00039956650007758656 leaf_weight=10.598054506233892 170.2991490445711 8.7684500247996748 leaf_count=71 2444 304 internal_value=0 -3.9118e-05 internal_weight=0 179.068 internal_count=2819 2748 is_linear=0 shrinkage=0.000439788 Tree=4527 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.82575 7.33936 threshold=0.25761500000000009 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014233138188147141 -0.021247300414011638 -0.0017390254658541373 leaf_weight=15.862941340077667 6.93423404067289 163.11566453702108 leaf_count=147 95 2577 internal_value=0 -0.000322039 internal_weight=0 178.979 internal_count=2819 2724 is_linear=0 shrinkage=0.0224292 Tree=4528 num_leaves=3 num_cat=0 split_feature=448 157 split_gain=5.20109 5.6193 threshold=-0.083779999999999979 -0.077294999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022754081136323739 0.011015180260215893 -0.00013894944422602977 leaf_weight=4.5725765726529053 26.347044090172858 164.37342982023256 leaf_count=49 324 2463 internal_value=0 0.00140288 internal_weight=0 190.72 internal_count=2836 2787 is_linear=0 shrinkage=0.0224292 Tree=4529 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.04118 5.15101 threshold=0.2623950000000001 -0.17307499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013940403635672258 -0.019382198903539271 0.00036236551466735617 leaf_weight=15.27194189513102 6.0052082485053679 173.9643266179628 leaf_count=129 85 2622 internal_value=0 0.00145945 internal_weight=0 189.236 internal_count=2836 2751 is_linear=0 shrinkage=0.0224292 Tree=4530 num_leaves=3 num_cat=0 split_feature=448 157 split_gain=4.97836 5.37912 threshold=-0.083779999999999979 -0.077294999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022310802801796641 0.010769174942532659 -0.00015392752614697651 leaf_weight=4.5606706403195849 26.291658362242742 164.36096873719362 leaf_count=49 324 2463 internal_value=0 0.00135333 internal_weight=0 190.653 internal_count=2836 2787 is_linear=0 shrinkage=0.0224292 Tree=4531 num_leaves=3 num_cat=0 split_feature=13 1211 split_gain=4.82342 4.96002 threshold=0.2623950000000001 0.079615000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019985698382442595 -0.019011203216792585 -0.020939959671828792 leaf_weight=184.3303940618207 5.9850190299912347 4.8483958909055209 leaf_count=2595 85 156 internal_value=0 0.00140863 internal_weight=0 189.179 internal_count=2836 2751 is_linear=0 shrinkage=0.0224292 Tree=4532 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=7.62444 5.81666 1.4444 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.0887595939483041e-05 2.3081339471200331e-05 0.00029205988565654691 -0.00047858208024177689 leaf_weight=1.7752683886792509 171.84463463946304 17.078340304200538 6.5153147839591821 leaf_count=31 2214 186 413 internal_value=0 4.74236e-05 -0.000383008 internal_weight=0 188.923 8.29058 internal_count=2844 2400 444 is_linear=0 shrinkage=0.000439788 Tree=4533 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=7.10734 6.34148 1.4281 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013114128271362769 0.0011198185942179956 0.01560917342191266 -0.024433996309033434 leaf_weight=1.7240173356840385 168.53484924530494 16.682937828358263 6.1089964720886192 leaf_count=31 2214 186 413 internal_value=0 0.00242638 -0.0193604 internal_weight=0 185.218 7.83301 internal_count=2844 2400 444 is_linear=0 shrinkage=0.0224292 Tree=4534 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=6.8881 6.04492 1.42098 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001282612662418538 0.0010947496425600632 0.015228239715797641 -0.024403154016455857 leaf_weight=1.7236256095347924 168.52801355892734 16.716805462550838 5.9809904448047737 leaf_count=31 2214 186 413 internal_value=0 0.00237162 -0.0192467 internal_weight=0 185.245 7.70462 internal_count=2844 2400 444 is_linear=0 shrinkage=0.0224292 Tree=4535 num_leaves=4 num_cat=0 split_feature=1213 403 52 split_gain=6.67553 5.76221 1.41374 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012544380163308801 0.0010702407136317818 0.014856589550160025 -0.02437250509430685 leaf_weight=1.7232438047649337 168.52137068468437 16.750755307148211 5.85563037203974 leaf_count=31 2214 186 413 internal_value=0 0.00231809 -0.0191324 internal_weight=0 185.272 7.57887 internal_count=2844 2400 444 is_linear=0 shrinkage=0.0224292 Tree=4536 num_leaves=4 num_cat=0 split_feature=52 3 3 split_gain=5.4488 5.02347 2.03566 threshold=-0.41694999999999993 -0.15490999999999996 -0.24131999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.899514471582214e-05 0.00024171561811087971 -1.7187767181439283e-05 -0.00048772481425681896 leaf_weight=1.9372455757111309 15.834920819033867 169.06787635503861 6.1285329631646146 leaf_count=45 130 2442 213 internal_value=0 5.00717e-06 -0.000363843 internal_weight=0 184.903 8.06578 internal_count=2830 2572 258 is_linear=0 shrinkage=0.000439788 Tree=4537 num_leaves=4 num_cat=0 split_feature=52 403 47 split_gain=5.30207 5.31866 1.9122 threshold=-0.41694999999999993 0.092300000000000007 0.099385000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024972976358448907 -0.00061725583693381266 0.015638272648020687 0.00033321184730235619 leaf_weight=5.8223405151220495 170.76963941022404 10.744867630128281 2.0214526625350118 leaf_count=215 2358 214 43 internal_value=0 0.000346544 -0.0184662 internal_weight=0 181.515 7.84379 internal_count=2830 2572 258 is_linear=0 shrinkage=0.0224292 Tree=4538 num_leaves=4 num_cat=0 split_feature=52 403 3 split_gain=5.1472 5.0523 2.01865 threshold=-0.41694999999999993 0.092300000000000007 -0.24131999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019325103148384801 -0.00060340664221850723 0.015194809232073857 -0.024795864048225147 leaf_weight=1.8718823795206843 170.77135561697651 10.810230352391953 5.8544397798832497 leaf_count=45 2358 214 213 internal_value=0 0.000338619 -0.0183315 internal_weight=0 181.582 7.72632 internal_count=2830 2572 258 is_linear=0 shrinkage=0.0224292 Tree=4539 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=5.05499 7.36678 threshold=-0.14339499999999997 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019036179372909766 -0.028081396541590566 -0.00035496799588877957 leaf_weight=6.4711903947172678 4.9360238481312981 177.84883849156904 leaf_count=73 39 2718 internal_value=0 -0.00110656 internal_weight=0 182.785 internal_count=2830 2757 is_linear=0 shrinkage=0.0224292 Tree=4540 num_leaves=4 num_cat=0 split_feature=484 39 12 split_gain=7.14396 5.33484 3.32057 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026531992446308293 -0.00035975008314502465 3.7534254213940314e-05 -0.00039018947220613643 leaf_weight=1.6963331245351572 6.7696382279973468 176.62099498680618 11.853703593427779 leaf_count=19 57 2352 433 internal_value=0 2.28331e-05 -0.000307868 internal_weight=0 183.391 13.55 internal_count=2861 2409 452 is_linear=0 shrinkage=0.000439788 Tree=4541 num_leaves=4 num_cat=0 split_feature=484 39 12 split_gain=6.87706 5.57815 3.21083 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013532966414883111 -0.018980674250174717 0.0019250702787757799 -0.019867103172813948 leaf_weight=1.6430877927050449 6.6503942500567055 172.19279070509947 11.47238093690248 leaf_count=19 57 2352 433 internal_value=0 0.00114573 -0.0156692 internal_weight=0 178.843 13.1155 internal_count=2861 2409 452 is_linear=0 shrinkage=0.0224292 Tree=4542 num_leaves=4 num_cat=0 split_feature=484 39 12 split_gain=6.63283 5.32762 3.10166 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013316082280633235 -0.01854122999006716 0.0018818053249907447 -0.019621652639661379 leaf_weight=1.6328242323943403 6.6557084152009329 172.20109970112389 11.356909137655746 leaf_count=19 57 2352 433 internal_value=0 0.00111992 -0.0154679 internal_weight=0 178.857 12.9897 internal_count=2861 2409 452 is_linear=0 shrinkage=0.0224292 Tree=4543 num_leaves=4 num_cat=0 split_feature=484 39 12 split_gain=6.47123 4.59518 3.13508 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00026084581616824632 -0.00033310614337459226 3.4200884819149764e-05 -0.00038046394574066194 leaf_weight=1.6772263449674927 6.8251496895682058 175.75120752809744 11.493841828487346 leaf_count=19 57 2352 433 internal_value=0 2.04367e-05 -0.000298539 internal_weight=0 182.576 13.1711 internal_count=2861 2409 452 is_linear=0 shrinkage=0.000439788 Tree=4544 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=6.00077 7.01981 threshold=0.11771000000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.025812851173816584 -0.015979478200005361 0.00051640977974733702 leaf_weight=5.6827057236805549 10.664137717569245 171.85911402058264 leaf_count=24 106 2714 internal_value=0 0.00132878 internal_weight=0 177.542 internal_count=2844 2738 is_linear=0 shrinkage=0.0224292 Tree=4545 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=5.47043 6.8414 threshold=0.11771000000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004979235497702514 -0.00029674965344225486 9.4181109689579151e-06 leaf_weight=5.7069825811777255 10.822156703798099 175.28319317603018 leaf_count=24 106 2714 internal_value=0 2.48726e-05 internal_weight=0 180.99 internal_count=2844 2738 is_linear=0 shrinkage=0.000439788 Tree=4546 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=5.73108 6.75875 threshold=0.11771000000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.025410489269514037 -0.01562321638350149 0.00050414183060813289 leaf_weight=5.6426249800715587 10.655203751288353 171.92824481877324 leaf_count=24 106 2714 internal_value=0 0.00129823 internal_weight=0 177.571 internal_count=2844 2738 is_linear=0 shrinkage=0.0224292 Tree=4547 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=5.48284 6.50994 threshold=0.11771000000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.025019758069924986 -0.015289759406700991 0.0004928267028626081 leaf_weight=5.6029597541782996 10.643931286176665 171.93128248452558 leaf_count=24 106 2714 internal_value=0 0.0012695 internal_weight=0 177.534 internal_count=2844 2738 is_linear=0 shrinkage=0.0224292 Tree=4548 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.76957 6.77946 threshold=0.2623950000000001 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013812753451631684 -0.022013709852041749 -0.00090884068418948573 leaf_weight=17.33066071732901 5.9103141953819422 169.24287306253973 leaf_count=162 90 2635 internal_value=0 0.000459909 internal_weight=0 186.574 internal_count=2887 2797 is_linear=0 shrinkage=0.0224292 Tree=4549 num_leaves=3 num_cat=0 split_feature=51 448 split_gain=5.61941 4.19132 threshold=-0.40775499999999992 -0.082054999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02806498513101734 -0.020743389154487691 0.00083087551100468921 leaf_weight=3.56099442319828 4.6251825289800754 184.24004853116639 leaf_count=104 50 2733 internal_value=0 0.000300493 internal_weight=0 188.865 internal_count=2887 2783 is_linear=0 shrinkage=0.0224292 Tree=4550 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.50488 6.46993 threshold=0.2623950000000001 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013508048731954577 -0.021546527604698818 -0.00088407973020734919 leaf_weight=17.303453021682799 5.8842350353370412 169.16975790496508 leaf_count=162 90 2635 internal_value=0 0.000452658 internal_weight=0 186.473 internal_count=2887 2797 is_linear=0 shrinkage=0.0224292 Tree=4551 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.28594 6.19146 threshold=0.2623950000000001 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013223283857781491 -0.021162598670517577 -0.00086428082977899241 leaf_weight=17.280302237719297 5.8572675922769113 169.16432824442745 leaf_count=162 90 2635 internal_value=0 0.000442621 internal_weight=0 186.445 internal_count=2887 2797 is_linear=0 shrinkage=0.0224292 Tree=4552 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=6.75793 12.2558 4.51408 threshold=0.16377000000000003 0.14114500000000005 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3263265172668912e-05 -0.00043433097941923622 0.00069001027511406306 0.00011267018950098679 leaf_weight=176.00799709034618 9.8867876632139069 5.479761764407157 4.1269166171550742 leaf_count=2498 334 25 19 internal_value=0 4.34652e-05 -0.00027331 internal_weight=0 181.488 14.0137 internal_count=2876 2523 353 is_linear=0 shrinkage=0.000439788 Tree=4553 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=6.80836 12.233 4.31392 threshold=0.16377000000000003 0.14114500000000005 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012637186426494038 -0.022185550707578997 0.035466084568484581 0.005319686710123543 leaf_weight=172.41950976845692 9.6883661585452483 5.4073085952550164 4.0627938117831937 leaf_count=2498 334 25 19 internal_value=0 0.00230743 -0.014063 internal_weight=0 177.827 13.7512 internal_count=2876 2523 353 is_linear=0 shrinkage=0.0224292 Tree=4554 num_leaves=4 num_cat=0 split_feature=52 52 484 split_gain=6.55601 11.7853 4.06083 threshold=0.16377000000000003 0.14114500000000005 -0.064579999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012353534948361974 0.0068844786718445057 0.034920537353129152 -0.021077817869462199 leaf_weight=172.42282721403171 3.5096029599080785 5.3693381175398818 10.116520145078537 leaf_count=2498 62 25 291 internal_value=0 0.00225629 -0.0138762 internal_weight=0 177.792 13.6261 internal_count=2876 2523 353 is_linear=0 shrinkage=0.0224292 Tree=4555 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=6.45781 11.2702 4.21535 threshold=0.16377000000000003 0.14114500000000005 0.11500500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3184432445992939e-05 -0.00042726116196671859 0.00066727959633733683 0.00010478600995010255 leaf_weight=175.33668083368684 9.6961382830486382 5.3976640813052645 4.0846643298864356 leaf_count=2498 334 25 19 internal_value=0 4.24889e-05 -0.000269634 internal_weight=0 180.734 13.7808 internal_count=2876 2523 353 is_linear=0 shrinkage=0.000439788 Tree=4556 num_leaves=4 num_cat=0 split_feature=376 457 1 split_gain=5.88895 5.92803 2.02624 threshold=0.048375000000000008 0.083995000000000014 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5031339923015621e-05 0.00010496989088634834 0.00017429244669852202 0.0004501404114592623 leaf_weight=150.18852819227322 6.0530121866613609 28.312314668204635 7.2242974558612332 leaf_count=2468 27 195 126 internal_value=0 -1.02291e-05 0.000293157 internal_weight=0 178.501 13.2773 internal_count=2816 2663 153 is_linear=0 shrinkage=0.000439788 Tree=4557 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=6.88369 17.0035 8.21063 threshold=0.087850000000000025 -0.060324999999999997 0.0063000000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0868135566229138e-05 -0.00039776183621569245 0.00033896367652620481 0.00019073812098314771 leaf_weight=109.6473901484278 20.836665618582632 8.5236908909864706 52.399982960632769 leaf_count=1850 283 68 615 internal_value=0 -0.0001838 4.75717e-05 internal_weight=0 29.3604 162.047 internal_count=2816 351 2465 is_linear=0 shrinkage=0.000439788 Tree=4558 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=7.03538 16.5141 8.439 threshold=0.087850000000000025 -0.060324999999999997 0.0063000000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.072721540808739e-05 -0.00039755848036663347 0.00032878299269914956 0.00019420343556672881 leaf_weight=109.32538216949615 20.719719767570499 8.5337743968702835 52.184250637030345 leaf_count=1850 283 68 615 internal_value=0 -0.000185595 4.87323e-05 internal_weight=0 29.2535 161.51 internal_count=2816 351 2465 is_linear=0 shrinkage=0.000439788 Tree=4559 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=7.10388 16.9611 7.96541 threshold=0.087850000000000025 -0.060324999999999997 0.0063000000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00092140286059570406 -0.020622309812782652 0.01735510706224121 0.0098305317120624923 leaf_weight=107.09466449372121 20.314246060210284 8.3269641757942718 51.229717508147587 leaf_count=1850 283 68 615 internal_value=0 -0.00957679 0.00255841 internal_weight=0 28.6412 158.324 internal_count=2816 351 2465 is_linear=0 shrinkage=0.0224292 Tree=4560 num_leaves=4 num_cat=0 split_feature=376 2 1 split_gain=7.19035 5.66182 1.22297 threshold=0.048375000000000008 0.088030000000000011 0.094750000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014237885744602772 0.00014508650370609617 1.7817369353294418e-05 0.00043308674084656943 leaf_weight=68.633678947066073 4.9549582134932262 112.74607580361771 6.7889859027927741 leaf_count=1329 33 1421 110 internal_value=0 -4.28091e-05 0.000312008 internal_weight=0 181.38 11.7439 internal_count=2893 2750 143 is_linear=0 shrinkage=0.000439788 Tree=4561 num_leaves=4 num_cat=0 split_feature=376 2 1 split_gain=7.13245 5.35466 1.204 threshold=0.048375000000000008 0.088030000000000011 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001394839370642502 0.00015548703873412937 1.7403776358745991e-05 0.0004418421808167018 leaf_weight=67.616836043307558 5.1540292650461179 111.33571728080278 6.391595037188381 leaf_count=1329 38 1421 105 internal_value=0 -4.18845e-05 0.000314479 internal_weight=0 178.953 11.5456 internal_count=2893 2750 143 is_linear=0 shrinkage=0.000439788 Tree=4562 num_leaves=4 num_cat=0 split_feature=376 2 1 split_gain=7.11585 5.39583 1.24357 threshold=0.048375000000000008 0.088030000000000011 0.097145000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013937286099476669 0.00015189223296411701 1.7718560505181028e-05 0.00044211220155020316 leaf_weight=67.911319319217 5.1701573785394412 112.03335221132147 6.4419240278657526 leaf_count=1329 38 1421 105 internal_value=0 -4.15764e-05 0.000313356 internal_weight=0 179.945 11.6121 internal_count=2893 2750 143 is_linear=0 shrinkage=0.000439788 Tree=4563 num_leaves=4 num_cat=0 split_feature=1 2 48 split_gain=7.37259 6.19697 5.91814 threshold=0.10413000000000001 0.088030000000000011 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001971241500840455 0.00017665919001110615 -2.1422481269700428e-06 -0.0001736576303389297 leaf_weight=51.462034554322599 47.936996145988815 81.338005303783575 11.563021728768943 leaf_count=1133 578 1105 77 internal_value=0 -7.77182e-05 0.000108546 internal_weight=0 132.8 59.5 internal_count=2893 2238 655 is_linear=0 shrinkage=0.000439788 Tree=4564 num_leaves=4 num_cat=0 split_feature=376 4 43 split_gain=6.08629 5.01287 2.6963 threshold=0.048375000000000008 -0.4945199999999999 -0.081354999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021254212426058582 0.0029982863268471069 -0.0015674446834714898 0.023825369660039671 leaf_weight=6.7481542150489977 6.0122456516837701 169.21312344293983 6.5114237146917713 leaf_count=116 73 2613 75 internal_value=0 -0.00232466 0.0138467 internal_weight=0 175.961 12.5237 internal_count=2877 2729 148 is_linear=0 shrinkage=0.0224292 Tree=4565 num_leaves=4 num_cat=0 split_feature=376 3 43 split_gain=5.85508 5.01815 2.63995 threshold=0.048375000000000008 -0.15490999999999996 -0.081354999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0097240625394464184 0.0029356897606167107 -0.0034696075864559337 0.023620552663454652 leaf_weight=15.929835475631988 6.0032276208512485 159.95091807447898 6.4217551420442742 leaf_count=184 73 2545 75 internal_value=0 -0.00227371 0.0136463 internal_weight=0 175.881 12.425 internal_count=2877 2729 148 is_linear=0 shrinkage=0.0224292 Tree=4566 num_leaves=4 num_cat=0 split_feature=376 4 43 split_gain=5.63205 4.88655 2.58392 threshold=0.048375000000000008 -0.4945199999999999 -0.081354999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021006415064592651 0.0028743072719813871 -0.0014791726931280441 0.023413940905659958 leaf_weight=6.6835217708721748 5.9944153116084635 169.11079164406692 6.3342776631470752 leaf_count=116 73 2613 75 internal_value=0 -0.00222378 0.0134471 internal_weight=0 175.794 12.3287 internal_count=2877 2729 148 is_linear=0 shrinkage=0.0224292 Tree=4567 num_leaves=4 num_cat=0 split_feature=376 3 43 split_gain=5.41707 4.84395 2.52823 threshold=0.048375000000000008 -0.15490999999999996 -0.081354999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0096308166097210986 0.0028141195680510024 -0.0033492675910009474 0.023205582983192644 leaf_weight=15.883884409442542 5.9858040667604655 159.83223303275008 6.2489428555127216 leaf_count=184 73 2545 75 internal_value=0 -0.00217501 0.0132491 internal_weight=0 175.716 12.2347 internal_count=2877 2729 148 is_linear=0 shrinkage=0.0224292 Tree=4568 num_leaves=4 num_cat=0 split_feature=1213 51 3 split_gain=5.02895 5.2618 1.14233 threshold=1.0000000180025095e-35 -0.40548499999999993 -0.08867499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027218839093008207 -0.0031346635180744373 0.00063251905656540688 -0.02376150032093621 leaf_weight=3.4594980527181169 1.7887171306647358 179.52176473723375 5.5781322420807546 leaf_count=101 55 2480 217 internal_value=0 0.000103168 -0.0187742 internal_weight=0 182.981 7.36685 internal_count=2853 2581 272 is_linear=0 shrinkage=0.0224292 Tree=4569 num_leaves=4 num_cat=0 split_feature=1213 51 3 split_gain=5.27261 5.23539 1.21396 threshold=1.0000000180025095e-35 -0.40548499999999993 -0.08867499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053146777090815349 -6.1011319084009095e-05 1.2004809251750452e-05 -0.00046676257246668133 leaf_weight=3.4742459292174308 1.8922427468933163 184.1862241148774 5.8506817992893039 leaf_count=101 55 2480 217 internal_value=0 1.89021e-06 -0.000367998 internal_weight=0 187.66 7.74292 internal_count=2853 2581 272 is_linear=0 shrinkage=0.000439788 Tree=4570 num_leaves=4 num_cat=0 split_feature=1213 51 3 split_gain=4.89274 5.12549 1.25958 threshold=1.0000000180025095e-35 -0.40548499999999993 -0.089044999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027127261993416567 -0.00158070899724201 0.00061797845113907893 -0.023760442274812773 leaf_weight=3.3941015071177381 1.6765910000540314 179.6119708968472 5.5804600765986825 leaf_count=101 53 2480 219 internal_value=0 0.000100628 -0.0186539 internal_weight=0 183.006 7.25705 internal_count=2853 2581 272 is_linear=0 shrinkage=0.0224292 Tree=4571 num_leaves=3 num_cat=0 split_feature=1447 1429 split_gain=4.7912 5.05 threshold=-0.086059999999999984 0.084690000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021847505380849216 -0.0023195523262280857 0.010727997648962248 leaf_weight=4.645471708266995 169.08876870055974 16.348639962961897 leaf_count=94 2582 177 internal_value=0 -0.00116826 internal_weight=0 185.437 internal_count=2853 2759 is_linear=0 shrinkage=0.0224292 Tree=4572 num_leaves=4 num_cat=0 split_feature=484 40 148 split_gain=6.05778 5.99048 5.70946 threshold=-0.0048899999999999994 -0.0099849999999999991 -0.084284999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017301818891440494 -0.01865537460114992 -0.022214750938811045 0.0026753866746770977 leaf_weight=2.3903140015900126 6.5226998717989764 9.7421564040123467 180.31494821843808 leaf_count=16 70 415 2375 internal_value=0 -0.0144143 0.00192888 internal_weight=0 12.1325 186.838 internal_count=2876 431 2445 is_linear=0 shrinkage=0.0224292 Tree=4573 num_leaves=4 num_cat=0 split_feature=484 12 148 split_gain=5.85115 5.75016 5.46568 threshold=-0.0048899999999999994 -1.0000000180025095e-35 -0.084284999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016807403762948314 -0.018275181268425294 -0.022008579057941628 0.0026154185432212466 leaf_weight=2.3838073626684482 6.5096026663668445 9.5973428474680968 180.31274348121951 leaf_count=19 70 412 2375 internal_value=0 -0.0142712 0.00188572 internal_weight=0 11.9812 186.822 internal_count=2876 431 2445 is_linear=0 shrinkage=0.0224292 Tree=4574 num_leaves=4 num_cat=0 split_feature=484 40 148 split_gain=5.95267 5.87616 5.18613 threshold=-0.0048899999999999994 -0.0099849999999999991 -0.084284999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033381058135119264 -0.00034572736426457688 -0.00042973531363326871 5.0960771971001114e-05 leaf_weight=2.4150454404298207 6.5853198210243127 9.8355163153028098 183.06349191750633 leaf_count=16 70 415 2375 internal_value=0 -0.000278927 3.71529e-05 internal_weight=0 12.2506 189.649 internal_count=2876 431 2445 is_linear=0 shrinkage=0.000439788 Tree=4575 num_leaves=4 num_cat=0 split_feature=484 40 148 split_gain=5.65238 5.62188 5.22646 threshold=-0.0048899999999999994 -0.0099849999999999991 -0.084284999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016867002445615273 -0.01788799518655048 -0.021801027985383383 0.0025564645048853285 leaf_weight=2.3457903394009909 6.4988624954130492 9.4939926918304973 180.36396753636654 leaf_count=16 70 415 2375 internal_value=0 -0.014125 0.00184368 internal_weight=0 11.8398 186.863 internal_count=2876 431 2445 is_linear=0 shrinkage=0.0224292 Tree=4576 num_leaves=4 num_cat=0 split_feature=1 403 160 split_gain=5.1676 7.985 7.94817 threshold=0.077020000000000019 0.023025000000000004 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019817387443502615 2.2298558041283083e-05 0.00052055358177818399 0.00014196104266934518 leaf_weight=47.714354210023885 115.39728237211239 6.5565172239439553 18.397975753992796 leaf_count=1232 1250 109 185 internal_value=0 4.91632e-05 -0.000103506 internal_weight=0 121.954 66.1123 internal_count=2776 1359 1417 is_linear=0 shrinkage=0.000439788 Tree=4577 num_leaves=4 num_cat=0 split_feature=1 403 160 split_gain=4.87807 8.58189 7.97682 threshold=0.077020000000000019 0.024145000000000003 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010053447036344084 0.0010322954439974585 0.027812400564112206 0.0074043318600279144 leaf_weight=47.012124372500693 113.81095860048663 6.3370761842234051 18.270275898627006 leaf_count=1232 1252 107 185 internal_value=0 0.00244898 -0.00516688 internal_weight=0 120.148 65.2824 internal_count=2776 1359 1417 is_linear=0 shrinkage=0.0224292 Tree=4578 num_leaves=3 num_cat=0 split_feature=1348 1456 split_gain=4.68881 5.66703 threshold=0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023742228081572475 0.016611093585844377 -0.00027711954337206353 leaf_weight=5.3193411442916831 7.9425909454002968 172.00910438338178 leaf_count=245 64 2467 internal_value=0 -0.000983485 internal_weight=0 177.328 internal_count=2776 2712 is_linear=0 shrinkage=0.0224292 Tree=4579 num_leaves=4 num_cat=0 split_feature=1 403 43 split_gain=4.64808 8.60769 7.87751 threshold=0.077020000000000019 0.03138500000000001 0.14303000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0084981709308781673 0.00098491411961027712 0.027987044491844446 0.012582151065347189 leaf_weight=54.449209930695361 113.77424358006101 6.2471829456044352 10.646315091638824 leaf_count=1274 1253 106 143 internal_value=0 0.00239462 -0.00504782 internal_weight=0 120.021 65.0955 internal_count=2776 1359 1417 is_linear=0 shrinkage=0.0224292 Tree=4580 num_leaves=3 num_cat=0 split_feature=33 160 split_gain=5.45184 5.56695 threshold=-0.007134999999999999 -0.25833999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023620745399675427 -0.023393628092706027 0.0016640053818074204 leaf_weight=4.6039543137885621 4.5550804454687741 179.22136077820323 leaf_count=35 245 2570 internal_value=0 0.00104056 internal_weight=0 183.776 internal_count=2850 2815 is_linear=0 shrinkage=0.0224292 Tree=4581 num_leaves=4 num_cat=0 split_feature=160 3 4 split_gain=5.40835 5.33608 0.0644873 threshold=-0.25833999999999996 -0.16935999999999998 -0.098594999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052938027979712035 0.00031035308779382037 2.2960782926739413e-06 -0.0004080385733515578 leaf_weight=1.7940346244722603 11.565032446640542 177.78172985548736 2.8853011476021484 leaf_count=28 122 2483 217 internal_value=0 2.11412e-05 -0.000456522 internal_weight=0 189.347 4.67934 internal_count=2850 2605 245 is_linear=0 shrinkage=0.000439788 Tree=4582 num_leaves=4 num_cat=0 split_feature=160 3 15 split_gain=5.22343 5.13194 0.0712003 threshold=-0.25833999999999996 -0.16935999999999998 -0.06723999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036463803237848062 0.00030614401951765908 1.0127441050135371e-06 -0.00049714743725387534 leaf_weight=1.4774790457013294 11.333856812794691 174.90436141425744 3.0813039128406663 leaf_count=91 122 2483 154 internal_value=0 1.96115e-05 -0.000455902 internal_weight=0 186.238 4.55878 internal_count=2850 2605 245 is_linear=0 shrinkage=0.000439788 Tree=4583 num_leaves=4 num_cat=0 split_feature=160 3 15 split_gain=5.38592 5.26621 0.0720069 threshold=-0.25833999999999996 -0.16935999999999998 -0.06723999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036614737535044711 0.00030950435250620402 2.3983799393324782e-06 -0.00049776262968687492 leaf_weight=1.5149577839183619 11.484571461216545 176.47076549674966 3.1422874796990063 leaf_count=91 122 2483 154 internal_value=0 2.11929e-05 -0.000456619 internal_weight=0 187.955 4.65725 internal_count=2850 2605 245 is_linear=0 shrinkage=0.000439788 Tree=4584 num_leaves=4 num_cat=0 split_feature=13 4 15 split_gain=6.55693 7.04956 3.57853 threshold=-0.15314999999999998 -0.46195999999999998 -0.089284999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1821767103766405e-06 -0.0004011998500118699 -4.3246532965856246e-07 0.0003369498288012007 leaf_weight=9.787038890761325 8.9500432265922409 158.63717523845844 16.720757941715419 leaf_count=99 149 2477 109 internal_value=0 -2.18788e-05 0.00021344 internal_weight=0 167.587 26.5078 internal_count=2834 2626 208 is_linear=0 shrinkage=0.000439788 Tree=4585 num_leaves=4 num_cat=0 split_feature=156 130 16 split_gain=5.86215 5.37859 2.80481 threshold=0.090135000000000007 0.085970000000000005 0.14191500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025111807373523246 -0.0055337164873134328 -0.017889688763532856 -0.025771169839834872 leaf_weight=168.15348274202552 9.4302190439193492 6.7437777900049687 5.4224503153236574 leaf_count=2277 143 284 130 internal_value=0 0.00172269 -0.0129457 internal_weight=0 174.897 14.8527 internal_count=2834 2561 273 is_linear=0 shrinkage=0.0224292 Tree=4586 num_leaves=4 num_cat=0 split_feature=156 130 16 split_gain=5.63258 5.18248 2.77287 threshold=0.090135000000000007 0.085970000000000005 0.14191500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024549076491484014 -0.0054070229883704671 -0.017666771467796653 -0.025636893714817241 leaf_weight=168.15048409200972 9.4351044434006308 6.676708674101973 5.3297404691111288 leaf_count=2277 143 284 130 internal_value=0 0.00168461 -0.0127332 internal_weight=0 174.827 14.7648 internal_count=2834 2561 273 is_linear=0 shrinkage=0.0224292 Tree=4587 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=6.47303 7.40641 2.65484 threshold=-0.24921999999999997 0.0047850000000000011 -0.10364499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.4826652777044542e-05 -5.0670162090090584e-05 0.00021585388002242546 0.00040627308946218475 leaf_weight=7.6805272449273643 153.62601085183269 23.193859581486322 10.33295999560505 leaf_count=81 2376 309 68 internal_value=0 -1.56901e-05 0.000260911 internal_weight=0 176.82 18.0135 internal_count=2834 2685 149 is_linear=0 shrinkage=0.000439788 Tree=4588 num_leaves=4 num_cat=0 split_feature=160 43 16 split_gain=5.81111 5.42647 0.070327 threshold=-0.40187499999999993 0.25123500000000004 -0.040964999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050265237308013344 6.0217462113635257e-05 -0.0003635581833315846 -0.00037579167627267051 leaf_weight=2.7861900734278606 183.01230638896232 6.0182248555647666 1.7636839852784749 leaf_count=116 2470 162 106 internal_value=0 4.66902e-05 -0.000455253 internal_weight=0 189.031 4.54987 internal_count=2854 2632 222 is_linear=0 shrinkage=0.000439788 Tree=4589 num_leaves=4 num_cat=0 split_feature=15 151 15 split_gain=5.56332 10.8481 7.08389 threshold=0.091395000000000018 0.11265500000000002 0.088420000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002391427376103465 -0.014738049857069059 0.026949441740087395 0.028164491491843125 leaf_weight=160.69724305620184 20.292996976582803 3.6965405214577904 5.5314831460709675 leaf_count=2194 480 12 168 internal_value=0 -0.00829811 0.0032522 internal_weight=0 23.9895 166.229 internal_count=2854 492 2362 is_linear=0 shrinkage=0.0224292 Tree=4590 num_leaves=4 num_cat=0 split_feature=160 456 16 split_gain=5.52219 5.33082 0.0693505 threshold=-0.40187499999999993 0.088355000000000003 -0.040964999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025625024541144386 0.0031212099965851441 -0.01611846759192764 -0.019031211382659601 leaf_weight=2.6763412121508736 178.32791285708663 7.5327705675736061 1.6676745339645993 leaf_count=116 2529 103 106 internal_value=0 0.00233987 -0.023188 internal_weight=0 185.861 4.34402 internal_count=2854 2632 222 is_linear=0 shrinkage=0.0224292 Tree=4591 num_leaves=4 num_cat=0 split_feature=15 151 43 split_gain=5.42165 10.3827 8.79343 threshold=0.091395000000000018 0.11265500000000002 0.22431000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.8140089934399385e-05 -0.00028415072432353539 0.00051481486708295366 -0.00050017631811025902 leaf_weight=164.57793673791457 20.540781114774294 3.696167215704917 5.2285278355702749 leaf_count=2222 480 12 140 internal_value=0 -0.000161998 6.02789e-05 internal_weight=0 24.2369 169.806 internal_count=2854 492 2362 is_linear=0 shrinkage=0.000439788 Tree=4592 num_leaves=4 num_cat=0 split_feature=1 457 3 split_gain=5.37428 6.73166 2.2471 threshold=0.12700000000000003 0.082870000000000013 0.13508500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014221566985563275 0.020122752365463903 0.010465837095198419 0.0033594857581620667 leaf_weight=148.81696617871057 10.46348708542064 28.54178996977862 6.5425461974227792 leaf_count=2410 148 213 102 internal_value=0 0.000491861 0.0136846 internal_weight=0 177.359 17.006 internal_count=2873 2623 250 is_linear=0 shrinkage=0.0224292 Tree=4593 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=5.6217 8.26334 5.22751 threshold=0.0063000000000000009 0.080455000000000013 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2698894707236803e-06 0.00016312348150455673 -0.00055667278229347558 -0.00022437354034773706 leaf_weight=117.06316352970316 67.878015936774318 5.443100140662863 7.4582352815195909 leaf_count=1983 709 119 62 internal_value=0 -2.79412e-05 0.000124714 internal_weight=0 122.506 75.3363 internal_count=2873 2102 771 is_linear=0 shrinkage=0.000439788 Tree=4594 num_leaves=4 num_cat=0 split_feature=401 38 1 split_gain=5.28954 5.20332 0.427634 threshold=0.089745000000000005 0.087760000000000019 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028565916390329345 -0.025078011609569625 -0.020014374220962864 -0.011674545506112393 leaf_weight=183.77113808270951 3.435838393517769 5.1254307724011587 1.9181787079432977 leaf_count=2625 133 51 64 internal_value=0 0.00223406 -0.0203345 internal_weight=0 188.897 5.35402 internal_count=2873 2676 197 is_linear=0 shrinkage=0.0224292 Tree=4595 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=5.28277 8.22089 5.35109 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00073553788117426591 0.0082872825674854787 -0.018000839786754555 -0.01192898240510664 leaf_weight=107.01726653118385 66.650364415763761 13.218853889731689 7.2919686338864258 leaf_count=1956 709 146 62 internal_value=0 -0.00132688 0.00629105 internal_weight=0 120.236 73.9423 internal_count=2873 2102 771 is_linear=0 shrinkage=0.0224292 Tree=4596 num_leaves=4 num_cat=0 split_feature=13 52 39 split_gain=5.88842 8.34552 5.63568 threshold=-0.094744999999999982 0.084000000000000019 0.084950000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026536066144026087 -5.8783980251184927e-05 -0.00021734722077116164 0.00020620882898894638 leaf_weight=31.802104043541476 134.1851133309101 8.8395407970529032 17.534068118780851 leaf_count=264 2204 106 256 internal_value=0 0.000160319 -2.81369e-05 internal_weight=0 40.6416 151.719 internal_count=2830 370 2460 is_linear=0 shrinkage=0.000439788 Tree=4597 num_leaves=4 num_cat=0 split_feature=13 52 3 split_gain=5.32736 8.53026 5.24928 threshold=-0.094744999999999982 0.084000000000000019 -0.12229499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013496462457273184 0.0085784333697053981 -0.011686551955697776 -0.003062359106587005 leaf_weight=31.046098629129119 23.082424638269003 8.6351143571082485 124.56963192431431 leaf_count=264 215 106 2245 internal_value=0 0.00801335 -0.00124168 internal_weight=0 39.6812 147.652 internal_count=2830 370 2460 is_linear=0 shrinkage=0.0224292 Tree=4598 num_leaves=4 num_cat=0 split_feature=13 52 39 split_gain=5.65201 7.87759 5.61271 threshold=-0.094744999999999982 0.084000000000000019 0.084950000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000261600259176954 -5.6206270485718713e-05 -0.0002066785052781914 0.00020921411626922574 leaf_weight=31.726030875230208 133.72297525155591 8.8796320477267709 17.397434606944444 leaf_count=264 2204 106 256 internal_value=0 0.000159148 -2.56277e-05 internal_weight=0 40.6057 151.12 internal_count=2830 370 2460 is_linear=0 shrinkage=0.000439788 Tree=4599 num_leaves=4 num_cat=0 split_feature=13 52 39 split_gain=5.11119 8.16693 5.24488 threshold=-0.094744999999999982 0.084000000000000019 0.084950000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013247851480312441 -0.002739423580770799 -0.011374078098413721 0.010511933998466101 leaf_weight=30.927307659876533 130.65750706488325 8.6614747922867519 16.959356192674022 leaf_count=264 2204 106 256 internal_value=0 0.00785803 -0.00121584 internal_weight=0 39.5888 147.617 internal_count=2830 370 2460 is_linear=0 shrinkage=0.0224292 Tree=4600 num_leaves=4 num_cat=0 split_feature=1446 159 159 split_gain=3.97687 3.54122 1.44359 threshold=0.083530000000000007 -0.025279999999999997 -0.089154999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015260784424047717 -0.00083767276843896667 0.0010071938109494501 -0.026513304209769623 leaf_weight=9.2016078507149341 1.6138939455267971 178.95287671190454 3.4601086264301548 leaf_count=219 48 2375 186 internal_value=0 0.00170574 -0.0183804 internal_weight=0 188.154 5.074 internal_count=2828 2594 234 is_linear=0 shrinkage=0.0224292 Tree=4601 num_leaves=4 num_cat=0 split_feature=1446 1 159 split_gain=3.89887 3.68851 1.5026 threshold=0.083530000000000007 0.077020000000000019 -0.089154999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.6925385152401558e-05 -1.1433763294765635e-05 7.9276202085775622e-05 -0.00051604259228671596 leaf_weight=70.563112951043877 1.6903754565864799 122.58331548888236 3.500692094617988 leaf_count=1320 48 1274 186 internal_value=0 3.31703e-05 -0.00035237 internal_weight=0 193.146 5.19107 internal_count=2828 2594 234 is_linear=0 shrinkage=0.000439788 Tree=4602 num_leaves=4 num_cat=0 split_feature=1446 1 12 split_gain=3.8998 3.46107 1.49947 threshold=0.083530000000000007 0.077020000000000019 -0.072949999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5337186204194224e-05 2.1845863349529541e-05 7.7540148500004373e-05 -0.00050392299717046433 leaf_weight=69.795309571622056 1.4627541343506889 121.47636786021758 3.6774969924590541 leaf_count=1320 16 1274 218 internal_value=0 3.2702e-05 -0.000354778 internal_weight=0 191.272 5.14025 internal_count=2828 2594 234 is_linear=0 shrinkage=0.000439788 Tree=4603 num_leaves=4 num_cat=0 split_feature=1446 159 159 split_gain=3.84283 3.36819 1.43017 threshold=0.083530000000000007 -0.025279999999999997 -0.089154999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014866263205739999 -0.00080625967964385382 0.00098474003927984219 -0.026426521026090388 leaf_weight=9.2284534688806144 1.616228745493572 179.0932099041529 3.3949421784782308 leaf_count=219 48 2375 186 internal_value=0 0.00166642 -0.0181978 internal_weight=0 188.322 5.01117 internal_count=2828 2594 234 is_linear=0 shrinkage=0.0224292 Tree=4604 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=7.05942 5.41469 0.275346 threshold=-0.25159999999999993 -0.17368999999999998 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031955940176156203 0.026928579227574492 -5.1061795664408449e-05 -0.021138245859584726 leaf_weight=2.2205965998582542 3.8029143508756524 179.26542780316959 3.0341485208336954 leaf_count=45 47 2584 128 internal_value=0 0.000512141 -0.0258088 internal_weight=0 183.068 5.25475 internal_count=2804 2631 173 is_linear=0 shrinkage=0.0224292 Tree=4605 num_leaves=4 num_cat=0 split_feature=133 484 13 split_gain=6.85676 5.33325 0.273007 threshold=-0.25159999999999993 0.087420000000000012 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031818479809207621 0.0016208115365847692 -0.012579308528016964 -0.020960965692066326 leaf_weight=2.1807013915386051 168.65112249884987 14.426088020860332 2.9918226626032256 leaf_count=45 2376 255 128 internal_value=0 0.000500678 -0.0256386 internal_weight=0 183.077 5.17252 internal_count=2804 2631 173 is_linear=0 shrinkage=0.0224292 Tree=4606 num_leaves=4 num_cat=0 split_feature=133 133 13 split_gain=6.65919 5.15285 0.270821 threshold=-0.25159999999999993 -0.17368999999999998 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031681042695805559 0.026223736755702842 -6.0755470261848007e-05 -0.02078164082963864 leaf_weight=2.1415627626702189 3.8132494050078085 179.23976279841736 2.9505884055542984 leaf_count=45 47 2584 128 internal_value=0 0.000489465 -0.0254667 internal_weight=0 183.053 5.09215 internal_count=2804 2631 173 is_linear=0 shrinkage=0.0224292 Tree=4607 num_leaves=4 num_cat=0 split_feature=133 160 13 split_gain=6.57462 5.18226 0.241437 threshold=-0.26577499999999993 -0.40187499999999993 -0.069384999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006102006184912751 -0.00046032596935754067 1.8624368172922074e-05 -0.00040872442875640306 leaf_weight=2.1689080960350111 4.4569660621782523 183.43327815583325 2.9821126123424611 leaf_count=45 207 2427 125 internal_value=0 7.21752e-06 -0.000495499 internal_weight=0 187.89 5.15102 internal_count=2804 2634 170 is_linear=0 shrinkage=0.000439788 Tree=4608 num_leaves=4 num_cat=0 split_feature=133 133 0 split_gain=4.58903 6.31956 3.06987 threshold=-0.26577499999999993 -0.15835999999999997 -0.078509999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057902798076959398 0.00053906121943494447 3.5526983840562843e-05 4.8171056419214139e-05 leaf_weight=3.8151747766241897 4.9319935998646534 183.39278636913514 2.4847667215217362 leaf_count=124 68 2612 54 internal_value=0 4.87672e-05 -0.000332256 internal_weight=0 188.325 6.29994 internal_count=2858 2680 178 is_linear=0 shrinkage=0.000439788 Tree=4609 num_leaves=4 num_cat=0 split_feature=403 0 42 split_gain=3.86653 11.959 5.12711 threshold=0.03138500000000001 -0.084184999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010014942471178187 -0.007982656240953059 0.025900543713526937 0.0021919009082602488 leaf_weight=19.523722416342935 9.3706041827099416 11.849373820936306 151.48486500405124 leaf_count=603 179 169 1907 internal_value=0 0.0109442 0.000797307 internal_weight=0 21.22 171.009 internal_count=2858 348 2510 is_linear=0 shrinkage=0.0224292 Tree=4610 num_leaves=4 num_cat=0 split_feature=133 133 0 split_gain=4.45666 6.41655 3.12481 threshold=-0.26577499999999993 -0.15835999999999997 -0.077544999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029566743314106171 0.027795034216611 0.0018122214242907971 0.0030969702555268949 leaf_weight=3.7623124829551671 4.8921422954881555 181.13266222745006 2.4085263540910082 leaf_count=127 68 2612 51 internal_value=0 0.00249831 -0.0168476 internal_weight=0 186.025 6.17084 internal_count=2858 2680 178 is_linear=0 shrinkage=0.0224292 Tree=4611 num_leaves=4 num_cat=0 split_feature=133 133 0 split_gain=4.40951 6.03417 3.184 threshold=-0.26577499999999993 -0.15835999999999997 -0.076734999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057115959356210269 0.00052486748724778719 3.4632093043776517e-05 7.1217322529216462e-05 leaf_weight=3.8889041532966075 4.9681001282297066 185.12201149246539 2.4081547127861986 leaf_count=133 68 2612 45 internal_value=0 4.74961e-05 -0.000326026 internal_weight=0 190.09 6.29706 internal_count=2858 2680 178 is_linear=0 shrinkage=0.000439788 Tree=4612 num_leaves=4 num_cat=0 split_feature=0 47 13 split_gain=4.94771 10.1458 8.38067 threshold=-0.11367499999999998 0.077065000000000008 -0.23438999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001790208123945324 0.00030355477092577882 -0.00026325807253520115 -8.5123417365698471e-05 leaf_weight=55.005226467736065 11.809355633798985 12.251010192790998 115.52111253260227 leaf_count=368 77 91 2342 internal_value=0 9.8406e-05 -4.90351e-05 internal_weight=0 67.2562 127.33 internal_count=2878 459 2419 is_linear=0 shrinkage=0.000439788 Tree=4613 num_leaves=4 num_cat=0 split_feature=123 0 133 split_gain=5.03004 5.36439 2.3011 threshold=1.0000000180025095e-35 -0.11367499999999998 0.085845000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3280191669845037e-05 9.9432356388937343e-05 -7.6866944080976934e-05 0.00042928929840233742 leaf_weight=62.101823245291598 10.538627306930723 115.97500545832736 6.6827854296425349 leaf_count=398 133 2236 111 internal_value=0 -2.10149e-05 0.000227767 internal_weight=0 178.077 17.2214 internal_count=2878 2634 244 is_linear=0 shrinkage=0.000439788 Tree=4614 num_leaves=4 num_cat=0 split_feature=0 47 3 split_gain=4.81692 9.98698 9.79531 threshold=-0.11367499999999998 0.077065000000000008 0.14813000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017604126797512317 -8.4931812248831688e-05 -0.00026139272732230253 0.00035992177226243935 leaf_weight=55.278706731740385 117.92283473363204 12.331442893017082 10.400444950908421 leaf_count=368 2340 91 79 internal_value=0 9.62062e-05 -4.88288e-05 internal_weight=0 67.6101 128.323 internal_count=2878 459 2419 is_linear=0 shrinkage=0.000439788 Tree=4615 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=4.74144 5.78495 threshold=-0.016839999999999997 -0.11367499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045167456080249098 9.5763530622268033e-05 -6.4971330018196729e-05 leaf_weight=4.417633114848285 66.904277204186656 122.71044297894696 leaf_count=89 452 2337 internal_value=0 -8.25318e-06 internal_weight=0 189.615 internal_count=2878 2789 is_linear=0 shrinkage=0.000439788 Tree=4616 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=6.50198 12.463 7.82302 threshold=0.094655000000000017 -0.083504999999999982 0.12461000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066141317143517857 0.006456667653570218 -0.0094515727163304187 -0.01921998528482988 leaf_weight=35.027288629760733 64.989836239605211 79.153093390385038 6.5543665676377705 leaf_count=470 778 1526 67 internal_value=0 -0.00452279 0.00409986 internal_weight=0 114.18 71.5442 internal_count=2841 1996 845 is_linear=0 shrinkage=0.0224292 Tree=4617 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=6.22702 11.9413 7.49052 threshold=0.094655000000000017 -0.083504999999999982 0.12461000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064633612603359628 0.006327672545475161 -0.0092675715037312274 -0.018815386083688244 leaf_weight=35.040698856493691 64.829550491878763 78.917113972289371 6.5456503767054519 leaf_count=470 778 1526 67 internal_value=0 -0.00443022 0.00401745 internal_weight=0 113.958 71.3752 internal_count=2841 1996 845 is_linear=0 shrinkage=0.0224292 Tree=4618 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=6.54169 11.6621 7.11915 threshold=0.094655000000000017 -0.083504999999999982 0.12461000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012086789757302528 0.00012422770762037433 -0.00018079741644994976 -0.00034954665390340506 leaf_weight=35.873485657502897 66.375387107837014 80.102258326980518 6.7404646840877822 leaf_count=470 778 1526 67 internal_value=0 -8.74821e-05 8.04712e-05 internal_weight=0 115.976 73.1159 internal_count=2841 1996 845 is_linear=0 shrinkage=0.000439788 Tree=4619 num_leaves=4 num_cat=0 split_feature=1 4 47 split_gain=6.77463 11.3033 7.01853 threshold=0.094655000000000017 -0.083504999999999982 0.12461000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011763391078592024 0.00012607351791494347 -0.00018060827201007887 -0.00034712942005399745 leaf_weight=35.514035943022463 66.0949444033904 79.722752217683592 6.6559387871529898 leaf_count=470 778 1526 67 internal_value=0 -8.86908e-05 8.27007e-05 internal_weight=0 115.237 72.7509 internal_count=2841 1996 845 is_linear=0 shrinkage=0.000439788 Tree=4620 num_leaves=4 num_cat=0 split_feature=403 3 16 split_gain=4.97403 7.21616 5.87048 threshold=-1.0000000180025095e-35 -0.097454999999999986 0.15990000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020448548074551674 5.9599501171041472e-05 -0.00044655246103681925 -0.00015548288306528512 leaf_weight=4.7972673333715639 137.47097649206989 10.417710367823018 29.859301850839984 leaf_count=68 1690 596 402 internal_value=0 -0.000241282 2.12057e-05 internal_weight=0 15.215 167.33 internal_count=2756 664 2092 is_linear=0 shrinkage=0.000439788 Tree=4621 num_leaves=4 num_cat=0 split_feature=16 133 403 split_gain=4.883 10.2188 5.91393 threshold=0.15990000000000001 -0.031264999999999994 0.10150000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024150648974147568 0.018825384034693145 -0.014563676074615502 -0.022885124285835903 leaf_weight=144.62880123313516 5.661950947687731 24.501889582898002 4.7831968273385419 leaf_count=2157 58 373 168 internal_value=0 -0.00828839 0.0016023 internal_weight=0 30.1638 149.412 internal_count=2756 431 2325 is_linear=0 shrinkage=0.0224292 Tree=4622 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=5.37612 7.52723 5.14933 threshold=0.10113500000000002 0.09172000000000001 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2853707305176541e-05 0.00023996540544037352 -0.00033533108671704491 -1.300635738106149e-05 leaf_weight=105.0029234347312 28.680823765695095 16.134825857647229 33.996229549637064 leaf_count=1650 383 422 301 internal_value=0 -5.58518e-05 0.000102791 internal_weight=0 121.138 62.6771 internal_count=2756 2072 684 is_linear=0 shrinkage=0.000439788 Tree=4623 num_leaves=4 num_cat=0 split_feature=1 42 13 split_gain=5.12459 7.27554 5.21281 threshold=0.10113500000000002 0.09172000000000001 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2090783834407319e-05 0.00023944488528615776 -0.00033062170246266661 -1.576218685301067e-05 leaf_weight=104.93100136329303 28.519128385349177 15.962679546792058 33.826629657414742 leaf_count=1650 383 422 301 internal_value=0 -5.41948e-05 0.000101016 internal_weight=0 120.894 62.3458 internal_count=2756 2072 684 is_linear=0 shrinkage=0.000439788 Tree=4624 num_leaves=4 num_cat=0 split_feature=457 39 49 split_gain=7.1384 8.4997 3.45224 threshold=0.069705000000000003 0.0095750000000000019 -0.070034999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2884146077432351e-05 0.00031851879405322774 0.00021718198076942235 2.5316282713361798e-05 leaf_weight=133.66239358663734 17.420473015168685 21.127731827553362 14.010242093587292 leaf_count=2301 95 269 131 internal_value=0 -4.19056e-05 0.000187918 internal_weight=0 154.79 31.4307 internal_count=2796 2570 226 is_linear=0 shrinkage=0.000439788 Tree=4625 num_leaves=3 num_cat=0 split_feature=124 123 split_gain=5.96687 5.36022 threshold=0.10385500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.6856221912353586e-05 0.00049844021021072161 0.00023346252919150025 leaf_weight=165.56932157457049 4.4905905607156447 15.49843340157531 leaf_count=2545 31 220 internal_value=0 -1.36962e-05 internal_weight=0 181.068 internal_count=2796 2765 is_linear=0 shrinkage=0.000439788 Tree=4626 num_leaves=4 num_cat=0 split_feature=457 39 151 split_gain=7.04939 8.07213 4.4979 threshold=0.069705000000000003 0.0095750000000000019 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0041466024861241887 -0.00058988169958733153 0.010970066420971468 0.016776087354261345 leaf_weight=130.59652605344309 12.722805650206285 20.550568362348713 18.264889893587679 leaf_count=2301 130 269 96 internal_value=0 -0.00209015 0.00965006 internal_weight=0 151.147 30.9877 internal_count=2796 2570 226 is_linear=0 shrinkage=0.0224292 Tree=4627 num_leaves=4 num_cat=0 split_feature=457 39 151 split_gain=6.69254 8.70962 4.25313 threshold=0.069705000000000003 0.0095750000000000019 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2446297243342302e-05 -1.0393398467146269e-05 0.00022027632582623686 0.00031816897955665803 leaf_weight=133.77170363866026 13.023361055762509 21.291465048561804 18.34348415536806 leaf_count=2301 130 269 96 internal_value=0 -4.0858e-05 0.000181828 internal_weight=0 155.063 31.3668 internal_count=2796 2570 226 is_linear=0 shrinkage=0.000439788 Tree=4628 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=6.26104 5.29119 0.779496 threshold=0.10150000000000002 -0.26577499999999993 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043783029220882024 -0.00020533966247845249 2.2287293181004774e-05 -0.0005337248042470321 leaf_weight=4.9490542152489061 2.0954829056281596 178.97093980958743 4.403170444071292 leaf_count=147 59 2463 140 internal_value=0 9.86195e-06 -0.000428749 internal_weight=0 183.92 6.49865 internal_count=2809 2610 199 is_linear=0 shrinkage=0.000439788 Tree=4629 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=6.04896 5.15049 0.775492 threshold=0.10150000000000002 -0.26577499999999993 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043851312091008503 -0.00020166153096863904 2.1729681852764427e-05 -0.00053396185256891293 leaf_weight=4.8116615471080868 2.0355969298398122 177.62958504726703 4.2763581706676623 leaf_count=147 59 2463 140 internal_value=0 9.54673e-06 -0.000427727 internal_weight=0 182.441 6.31196 internal_count=2809 2610 199 is_linear=0 shrinkage=0.000439788 Tree=4630 num_leaves=4 num_cat=0 split_feature=403 133 12 split_gain=6.10117 5.23397 0.316592 threshold=0.10150000000000002 -0.26577499999999993 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043966019539888639 -0.00031195315254916841 2.0373470839270231e-05 -0.00051392876525742121 leaf_weight=4.8960040418896815 2.7841145412530741 178.55935440959001 3.63511711161118 leaf_count=147 87 2463 112 internal_value=0 8.05175e-06 -0.000427514 internal_weight=0 183.455 6.41923 internal_count=2809 2610 199 is_linear=0 shrinkage=0.000439788 Tree=4631 num_leaves=4 num_cat=0 split_feature=403 133 15 split_gain=5.90397 5.0935 0.769534 threshold=0.10150000000000002 -0.26577499999999993 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022418236620749259 -0.010227078555766813 0.0010991581613142328 -0.027279512767463109 leaf_weight=4.7395179252780499 2.0000225089024752 175.56861904014659 4.1699971911730236 leaf_count=147 59 2463 140 internal_value=0 0.00047868 -0.0218005 internal_weight=0 180.308 6.17002 internal_count=2809 2610 199 is_linear=0 shrinkage=0.0224292 Tree=4632 num_leaves=3 num_cat=0 split_feature=48 15 split_gain=7.49419 6.42137 threshold=0.11978500000000002 0.088550000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0035456737272000854 -0.017307759252511049 -0.008462623270583643 leaf_weight=151.9954818853148 10.970920619845854 26.255844763421919 leaf_count=2097 111 634 internal_value=0 0.00177617 internal_weight=0 178.251 internal_count=2842 2731 is_linear=0 shrinkage=0.0224292 Tree=4633 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=7.19079 8.13234 threshold=-0.4706749999999999 0.11978500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037197901733411118 1.4667417157434154e-05 -0.00038748734321519037 leaf_weight=10.14377124677412 171.2777475208859 10.291944259137379 leaf_count=74 2665 103 internal_value=0 -8.16633e-06 internal_weight=0 181.57 internal_count=2842 2768 is_linear=0 shrinkage=0.000439788 Tree=4634 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=7.87148 7.99034 threshold=-0.4706749999999999 0.11978500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038394716850206044 1.4337163653795771e-05 -0.00038153953702158065 leaf_weight=10.445184384821912 173.19053998529853 10.437510305433532 leaf_count=74 2665 103 internal_value=0 -8.20199e-06 internal_weight=0 183.628 internal_count=2842 2768 is_linear=0 shrinkage=0.000439788 Tree=4635 num_leaves=3 num_cat=0 split_feature=13 48 split_gain=7.61685 7.76818 threshold=-0.4706749999999999 0.11978500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037650584222031298 1.1158961039637789e-05 -0.00037823947072408601 leaf_weight=10.342565674101932 174.16213265273836 10.487343605491331 leaf_count=74 2665 103 internal_value=0 -1.09941e-05 internal_weight=0 184.649 internal_count=2842 2768 is_linear=0 shrinkage=0.000439788 Tree=4636 num_leaves=4 num_cat=0 split_feature=13 4 52 split_gain=4.29531 5.34417 2.13998 threshold=-0.24921999999999997 -0.42404999999999993 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021323319283830616 -0.014860022790590793 0.0011101982507767958 0.0047721958897499472 leaf_weight=7.1726773923728606 11.236694588791577 166.00015885202447 8.6967285051941854 leaf_count=59 161 2543 85 internal_value=0 9.62057e-05 0.0122696 internal_weight=0 177.237 15.8694 internal_count=2848 2704 144 is_linear=0 shrinkage=0.0224292 Tree=4637 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=4.26095 10.3146 9.30961 threshold=0.092235000000000025 0.091485000000000025 0.12435500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014523731126191181 -0.012510919952903881 0.033522832575387435 0.021945695502822434 leaf_weight=158.95180387185246 24.104518876411024 5.191500858985818 4.6978313024155787 leaf_count=2208 513 38 89 internal_value=0 0.00247047 -0.00688003 internal_weight=0 164.143 28.8024 internal_count=2848 2246 602 is_linear=0 shrinkage=0.0224292 Tree=4638 num_leaves=4 num_cat=0 split_feature=13 4 15 split_gain=4.47273 5.09061 1.86995 threshold=-0.24921999999999997 -0.42404999999999993 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.1650746210132902e-05 -0.00028494134105477696 1.8806158161730412e-05 0.00039232026235687969 leaf_weight=8.0215679885586741 11.372808404732494 168.77401484837173 7.9926361492834976 leaf_count=104 161 2543 40 internal_value=0 -3.97816e-07 0.000242002 internal_weight=0 180.147 16.0142 internal_count=2848 2704 144 is_linear=0 shrinkage=0.000439788 Tree=4639 num_leaves=4 num_cat=0 split_feature=13 4 15 split_gain=4.14172 5.10543 1.97835 threshold=-0.24921999999999997 -0.42404999999999993 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004055214756143101 -0.014583402065037731 0.0010583128149691048 0.019964593143197252 leaf_weight=7.8222872868645936 11.187277646269647 165.96937284833984 7.9123551785014552 leaf_count=104 161 2543 40 internal_value=0 6.9088e-05 0.0120699 internal_weight=0 177.157 15.7346 internal_count=2848 2704 144 is_linear=0 shrinkage=0.0224292 Tree=4640 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=5.75012 7.07083 6.8798 threshold=0.15360000000000004 0.0047850000000000011 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010197831936274403 -0.00010393003308560464 0.0001620577534271278 0.00045936646327103233 leaf_weight=146.86681561726436 7.7038136823102858 22.623207210679539 9.1693368710111809 leaf_count=2385 83 302 76 internal_value=0 -6.6721e-05 0.000202354 internal_weight=0 169.49 16.8732 internal_count=2846 2687 159 is_linear=0 shrinkage=0.000439788 Tree=4641 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=6.02746 7.41533 6.84015 threshold=0.15360000000000004 0.0047850000000000011 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010226628086377598 -9.7094992489523538e-05 0.00016576831788751365 0.0004612795312068091 leaf_weight=148.43832817641669 7.7689206795766976 23.047590298898285 9.3164160780142975 leaf_count=2385 83 302 76 internal_value=0 -6.62282e-05 0.000207555 internal_weight=0 171.486 17.0853 internal_count=2846 2687 159 is_linear=0 shrinkage=0.000439788 Tree=4642 num_leaves=4 num_cat=0 split_feature=3 0 39 split_gain=5.45368 6.97862 6.74587 threshold=0.15360000000000004 -0.11173999999999999 0.0047850000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051876354394538938 -0.005807107425271173 0.023348755939886147 0.0080588787436384635 leaf_weight=145.42951512488071 7.5897046305472058 9.0246206196024996 22.288934832351515 leaf_count=2385 83 76 302 internal_value=0 0.0100385 -0.00342652 internal_weight=0 16.6143 167.718 internal_count=2846 159 2687 is_linear=0 shrinkage=0.0224292 Tree=4643 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=5.57963 6.85309 6.56188 threshold=0.15360000000000004 0.0047850000000000011 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.9606687311228149e-05 -9.5391576345941589e-05 0.00016033648695212298 0.00045468089490747761 leaf_weight=147.09776892638183 7.7944050359074053 22.616804731427692 9.0485378074226883 leaf_count=2385 83 302 76 internal_value=0 -6.49515e-05 0.000200304 internal_weight=0 169.715 16.8429 internal_count=2846 2687 159 is_linear=0 shrinkage=0.000439788 Tree=4644 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=5.0367 10.342 5.84666 threshold=-0.017269999999999997 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00087948062927209198 0.025497064921168499 -0.035297836636748646 0.0025710061713759983 leaf_weight=148.31427505874308 7.3314401797251803 4.5068738255649796 23.466153835412115 leaf_count=2503 100 32 227 internal_value=0 -0.0018988 0.00804102 internal_weight=0 152.821 30.7976 internal_count=2862 2535 327 is_linear=0 shrinkage=0.0224292 Tree=4645 num_leaves=4 num_cat=0 split_feature=47 1213 0 split_gain=4.95066 6.46535 5.69985 threshold=0.087850000000000025 -1.0000000180025095e-35 -0.063914999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019263699112870205 -0.015632122243981559 0.0023853896263822576 0.0056686892029151623 leaf_weight=7.2636044966639011 19.535428073722873 147.3609537257289 9.3254159810021502 leaf_count=420 261 2095 86 internal_value=0 0.00136615 -0.00875028 internal_weight=0 154.625 28.8608 internal_count=2862 2515 347 is_linear=0 shrinkage=0.0224292 Tree=4646 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.92506 9.79466 5.62707 threshold=-0.017269999999999997 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7526462176463687e-05 0.0004894394097594443 -0.00067107327771549926 5.0670818546523695e-05 leaf_weight=151.65744529300719 7.3860347204608869 4.5498829018324605 23.919488183921203 leaf_count=2503 100 32 227 internal_value=0 -3.66421e-05 0.000154426 internal_weight=0 156.207 31.3055 internal_count=2862 2535 327 is_linear=0 shrinkage=0.000439788 Tree=4647 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.87854 9.80854 5.65633 threshold=-0.017269999999999997 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7610410942575971e-05 0.00049185354507594434 -0.00067322316142893036 4.9703013470761448e-05 leaf_weight=150.02957009262173 7.310299843898977 4.5283739091828457 23.685267650289461 leaf_count=2503 100 32 227 internal_value=0 -3.68999e-05 0.000154223 internal_weight=0 154.558 30.9956 internal_count=2862 2535 327 is_linear=0 shrinkage=0.000439788 Tree=4648 num_leaves=3 num_cat=0 split_feature=9 1186 split_gain=5.80248 5.92385 threshold=-0.016839999999999997 0.085080000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02511011864121037 -0.0025271397100041374 0.019221087176116324 leaf_weight=4.1310311584966248 169.93583238887368 6.5242453070823094 leaf_count=92 2655 60 internal_value=0 -0.00172105 internal_weight=0 176.46 internal_count=2807 2715 is_linear=0 shrinkage=0.0224292 Tree=4649 num_leaves=4 num_cat=0 split_feature=1 3 48 split_gain=5.68944 6.53056 6.40415 threshold=0.10384000000000002 0.11995000000000001 0.092825000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011180642483332165 0.00018805777684952594 -0.00013629760581933587 0.00018312701290087194 leaf_weight=110.35753582883626 40.816358420182951 16.989785630139522 16.331373000284657 leaf_count=1983 461 178 185 internal_value=0 9.27131e-05 -7.37649e-05 internal_weight=0 57.8061 126.689 internal_count=2807 639 2168 is_linear=0 shrinkage=0.000439788 Tree=4650 num_leaves=4 num_cat=0 split_feature=1 159 3 split_gain=5.60299 6.73611 6.25569 threshold=0.10384000000000002 0.099410000000000012 0.11995000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7623002825028963e-05 0.00018588163240665243 -0.00046931076488897 -0.00013241676316487277 leaf_weight=118.42283847558429 40.462260614498518 7.7915055506746276 16.924066862207837 leaf_count=2009 461 159 178 internal_value=0 -7.37218e-05 9.1998e-05 internal_weight=0 126.214 57.3863 internal_count=2807 2168 639 is_linear=0 shrinkage=0.000439788 Tree=4651 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=5.82092 6.39326 6.3665 threshold=0.10384000000000002 0.092825000000000005 0.11995000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011348271417352278 0.00018752440707568623 0.00018161063013968635 -0.00013310610888284279 leaf_weight=109.92698573462258 40.7119472657796 16.288642659317702 16.951634670374915 leaf_count=1983 461 185 178 internal_value=0 -7.5378e-05 9.32543e-05 internal_weight=0 126.216 57.6636 internal_count=2807 2168 639 is_linear=0 shrinkage=0.000439788 Tree=4652 num_leaves=3 num_cat=0 split_feature=1374 130 split_gain=6.86191 5.93571 threshold=-0.094679999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049957948816693873 2.2815169003320823e-05 -0.00033055901046993104 leaf_weight=5.3545996472239485 177.20767294842517 9.6776457958621886 leaf_count=47 2459 375 internal_value=0 4.48419e-06 internal_weight=0 186.885 internal_count=2881 2834 is_linear=0 shrinkage=0.000439788 Tree=4653 num_leaves=3 num_cat=0 split_feature=1374 130 split_gain=6.91771 5.8045 threshold=-0.094679999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050304406459936797 2.1399012070300932e-05 -0.00033023409581671231 leaf_weight=5.3505505463108411 176.28572259735665 9.5536391994100978 leaf_count=47 2459 375 internal_value=0 3.29017e-06 internal_weight=0 185.839 internal_count=2881 2834 is_linear=0 shrinkage=0.000439788 Tree=4654 num_leaves=3 num_cat=0 split_feature=1374 130 split_gain=6.94457 6.10058 threshold=-0.094679999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050603954561291391 1.9182233375038326e-05 -0.00033671184722096787 leaf_weight=5.3677970906719557 176.97687357105315 9.8141946628602437 leaf_count=47 2459 375 internal_value=0 4.50692e-07 internal_weight=0 186.791 internal_count=2881 2834 is_linear=0 shrinkage=0.000439788 Tree=4655 num_leaves=3 num_cat=0 split_feature=1374 130 split_gain=7.12478 5.69511 threshold=-0.094679999999999986 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026163657795598608 0.0011410488912693357 -0.016856547093242271 leaf_weight=5.2803364973515263 172.63418240068131 9.303584650217088 leaf_count=47 2459 375 internal_value=0 0.00021905 internal_weight=0 181.938 internal_count=2881 2834 is_linear=0 shrinkage=0.0224292 Tree=4656 num_leaves=4 num_cat=0 split_feature=150 15 160 split_gain=5.32727 7.32586 7.25335 threshold=0.082965000000000025 -0.038029999999999987 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016668967072230214 -0.00018245133173768721 3.65914467352897e-05 0.0002601546890150423 leaf_weight=52.549648062849883 9.5288434562971798 98.591551902063657 28.665187170146964 leaf_count=1013 127 1484 235 internal_value=0 -3.40986e-05 0.000149695 internal_weight=0 151.141 38.194 internal_count=2859 2497 362 is_linear=0 shrinkage=0.000439788 Tree=4657 num_leaves=4 num_cat=0 split_feature=150 9 160 split_gain=5.13262 8.36809 7.14001 threshold=0.082965000000000025 0.083710000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036282399243493005 -0.0093429716475395743 -0.024359855390683582 0.013287496946743978 leaf_weight=140.67076066797017 9.314728325349277 7.6920479328837237 28.23054397670785 leaf_count=2421 127 76 235 internal_value=0 -0.00160995 0.00767114 internal_weight=0 148.363 37.5453 internal_count=2859 2497 362 is_linear=0 shrinkage=0.0224292 Tree=4658 num_leaves=4 num_cat=0 split_feature=150 9 160 split_gain=4.92388 8.02646 6.85767 threshold=0.082965000000000025 0.083710000000000021 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035470068664325869 -0.0091498065590410738 -0.023892851942516908 0.013057266571639531 leaf_weight=140.66552373171726 9.298630459001286 7.6671544918790451 28.085950299864635 leaf_count=2421 127 76 235 internal_value=0 -0.00157428 0.00753187 internal_weight=0 148.333 37.3846 internal_count=2859 2497 362 is_linear=0 shrinkage=0.0224292 Tree=4659 num_leaves=4 num_cat=0 split_feature=4 15 15 split_gain=5.21139 8.57684 0.171793 threshold=0.50666500000000003 -0.10924999999999999 -0.46319999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028075543545389678 0.00030891193539596585 -9.2461965259358275e-08 0.00047184856546427444 leaf_weight=24.242731296923012 2.5107207871042192 159.5444726003916 2.9465478041674933 leaf_count=320 95 2389 55 internal_value=0 -3.71391e-05 0.000398225 internal_weight=0 183.787 5.45727 internal_count=2859 2709 150 is_linear=0 shrinkage=0.000439788 Tree=4660 num_leaves=3 num_cat=0 split_feature=160 15 split_gain=5.40407 4.98345 threshold=-0.25833999999999996 0.091735000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047847056634161341 3.1517448473592718e-05 -0.00020732609203880702 leaf_weight=4.5334918692533384 162.35824202653021 18.83951516385423 leaf_count=244 2219 377 internal_value=0 6.66515e-06 internal_weight=0 181.198 internal_count=2840 2596 is_linear=0 shrinkage=0.000439788 Tree=4661 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=5.45034 11.191 8.67349 threshold=0.091735000000000025 0.088235000000000022 -0.061834999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4966675708796876e-06 9.9937316573752661e-05 0.00048382219093929423 -0.00048285693731544936 leaf_weight=156.01698026886152 8.9472481394186616 9.5355235486640577 10.991268405225128 leaf_count=2177 52 204 407 internal_value=0 2.17973e-05 -0.000221487 internal_weight=0 165.553 19.9385 internal_count=2840 2381 459 is_linear=0 shrinkage=0.000439788 Tree=4662 num_leaves=4 num_cat=0 split_feature=15 15 133 split_gain=5.21894 12.2871 8.88226 threshold=0.091735000000000025 0.088235000000000022 0.103425 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035886981433740642 -0.019577283292537318 0.026175466566233655 0.016183006272372243 leaf_weight=152.20853889184946 14.794785209902331 9.2975644678517693 4.556905119738075 leaf_count=2177 323 204 136 internal_value=0 0.00117157 -0.0111489 internal_weight=0 161.506 19.3517 internal_count=2840 2381 459 is_linear=0 shrinkage=0.0224292 Tree=4663 num_leaves=4 num_cat=0 split_feature=15 15 49 split_gain=5.28406 9.9331 8.63642 threshold=0.091735000000000025 0.088235000000000022 -0.061834999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0917465636390876e-06 0.00010001388406422712 0.0004477719273110704 -0.00047969675513769467 leaf_weight=156.72250508196885 8.9965782621875405 9.8053065545682312 11.072480323753553 leaf_count=2177 52 204 407 internal_value=0 1.87982e-05 -0.000219975 internal_weight=0 166.528 20.0691 internal_count=2840 2381 459 is_linear=0 shrinkage=0.000439788 Tree=4664 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=5.61322 6.86786 threshold=-1.0000000180025095e-35 0.086610000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044779534351064356 -0.0001609776345948799 1.8674800202569945e-05 leaf_weight=4.6669144100742406 60.850649426371092 127.07492453054874 leaf_count=89 1073 1686 internal_value=0 -3.95074e-05 internal_weight=0 187.926 internal_count=2848 2759 is_linear=0 shrinkage=0.000439788 Tree=4665 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=5.39408 6.32331 threshold=-1.0000000180025095e-35 0.086610000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044783652513307961 -0.00015420806865975301 1.9369570893581761e-05 leaf_weight=4.5329055594047523 59.964586890651844 125.55476782440383 leaf_count=89 1073 1686 internal_value=0 -3.67452e-05 internal_weight=0 185.519 internal_count=2848 2759 is_linear=0 shrinkage=0.000439788 Tree=4666 num_leaves=3 num_cat=0 split_feature=33 13 split_gain=5.38558 5.10649 threshold=-1.0000000180025095e-35 0.24813000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025371853660762948 1.8299182648066453e-05 -0.020427922635166816 leaf_weight=4.5423150183632961 175.68488674350374 6.3486652401043093 leaf_count=40 2709 99 internal_value=0 -0.000696858 internal_weight=0 182.034 internal_count=2848 2808 is_linear=0 shrinkage=0.0224292 Tree=4667 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=5.37846 6.27809 threshold=-1.0000000180025095e-35 0.086610000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.000447826527087973 -0.00015289478820626262 1.980750696490062e-05 leaf_weight=4.5322333249496287 60.166187092283508 125.81288185475569 leaf_count=89 1073 1686 internal_value=0 -3.60735e-05 internal_weight=0 185.979 internal_count=2848 2759 is_linear=0 shrinkage=0.000439788 Tree=4668 num_leaves=4 num_cat=0 split_feature=133 39 2 split_gain=7.14507 6.86771 0.436326 threshold=-0.26577499999999993 0.0047850000000000011 0.082535000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065313572970156024 -2.6551965835113178e-05 0.00021395960960183017 -0.00039434556688842123 leaf_weight=2.0087912835879242 158.19960906042252 26.842419388878625 3.82064535941754 leaf_count=44 2379 318 138 internal_value=0 8.3554e-06 -0.000485364 internal_weight=0 185.042 5.82944 internal_count=2879 2697 182 is_linear=0 shrinkage=0.000439788 Tree=4669 num_leaves=4 num_cat=0 split_feature=133 39 13 split_gain=6.70765 6.86251 0.413522 threshold=-0.26577499999999993 0.0047850000000000011 -0.11241999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065138711222260189 -2.9094782969657662e-05 0.00021185522287149204 -0.00039279808218562471 leaf_weight=1.8890663395868612 157.54134442267241 26.72338753414806 3.7094245746993684 leaf_count=30 2379 318 152 internal_value=0 5.86783e-06 -0.00048197 internal_weight=0 184.265 5.59849 internal_count=2879 2697 182 is_linear=0 shrinkage=0.000439788 Tree=4670 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=6.54247 6.37722 0.419617 threshold=-0.26577499999999993 0.18141000000000002 -0.11241999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.033416148155365658 -0.00040783578360637526 0.02342691175995975 -0.01993795263456459 leaf_weight=1.8451716910349203 175.12475660999189 5.816332390299066 3.5586432756681452 leaf_count=30 2660 37 152 internal_value=0 0.00036072 -0.0246416 internal_weight=0 180.941 5.40381 internal_count=2879 2697 182 is_linear=0 shrinkage=0.0224292 Tree=4671 num_leaves=4 num_cat=0 split_feature=133 1 2 split_gain=6.55784 6.87357 0.402844 threshold=-0.26577499999999993 0.10113500000000002 0.082535000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006419047634619241 -5.3483241336715433e-05 0.0001269670955477475 -0.00038772477341703201 leaf_weight=1.9293688148027275 124.90114384199842 60.630838677636348 3.6540442221594276 leaf_count=44 2022 675 138 internal_value=0 5.49394e-06 -0.000477446 internal_weight=0 185.532 5.58341 internal_count=2879 2697 182 is_linear=0 shrinkage=0.000439788 Tree=4672 num_leaves=4 num_cat=0 split_feature=128 52 15 split_gain=5.06538 4.46852 0.345551 threshold=0.086950000000000013 -0.54533999999999982 -0.017044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047517635693815569 -0.00026810188030753084 3.808324605808124e-05 -0.00051029644831461854 leaf_weight=3.3210496246465473 1.929549529100768 184.77382775853039 3.0783568228362119 leaf_count=132 74 2536 115 internal_value=0 2.89737e-05 -0.000418351 internal_weight=0 188.095 5.00791 internal_count=2857 2668 189 is_linear=0 shrinkage=0.000439788 Tree=4673 num_leaves=4 num_cat=0 split_feature=160 130 4 split_gain=6.33449 5.01301 0.00205566 threshold=-0.25833999999999996 1.0000000180025095e-35 -0.15008999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027399715353786026 0.0023672377402781876 -0.015739859260739668 -0.023807057051283831 leaf_weight=1.4582216755952684 176.56164675363107 8.0231955536291917 3.1258076587837413 leaf_count=23 2294 329 211 internal_value=0 0.00157865 -0.0250588 internal_weight=0 184.585 4.58403 internal_count=2857 2623 234 is_linear=0 shrinkage=0.0224292 Tree=4674 num_leaves=3 num_cat=0 split_feature=160 130 split_gain=6.16945 4.82419 threshold=-0.25833999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025002574636042524 0.0023141918784930411 -0.015521542092858272 leaf_weight=4.492803201370406 176.55835854521138 7.9546107401838517 leaf_count=234 2294 329 internal_value=0 0.00154374 internal_weight=0 184.513 internal_count=2857 2623 is_linear=0 shrinkage=0.0224292 Tree=4675 num_leaves=3 num_cat=0 split_feature=160 130 split_gain=6.00941 4.64188 threshold=-0.25833999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024951197392916211 0.0022623312529033725 -0.015303481157931932 leaf_weight=4.4021379482292096 176.55532924438012 7.888030230824369 leaf_count=234 2294 329 internal_value=0 0.00150959 internal_weight=0 184.443 internal_count=2857 2623 is_linear=0 shrinkage=0.0224292 Tree=4676 num_leaves=4 num_cat=0 split_feature=11 1 16 split_gain=4.95228 5.72001 4.65422 threshold=0.08184000000000001 0.077800000000000022 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036957566122741256 0.0015226335930421497 0.0045236357342441549 -0.026316668392264014 leaf_weight=68.974199074262287 5.6263646194711328 111.30003701383248 6.5001342827454192 leaf_count=1455 37 1215 125 internal_value=0 0.00137878 -0.0134179 internal_weight=0 180.274 12.1265 internal_count=2832 2670 162 is_linear=0 shrinkage=0.0224292 Tree=4677 num_leaves=4 num_cat=0 split_feature=11 1 16 split_gain=4.65472 5.8094 4.72871 threshold=0.08184000000000001 0.077800000000000022 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3788366882411975e-05 3.7839609260897607e-05 8.764932169533976e-05 -0.00050952869366931934 leaf_weight=69.744875943608349 5.722555180080235 112.84114214812871 6.5175954574951884 leaf_count=1455 37 1215 125 internal_value=0 2.59815e-05 -0.000253961 internal_weight=0 182.586 12.2402 internal_count=2832 2670 162 is_linear=0 shrinkage=0.000439788 Tree=4678 num_leaves=4 num_cat=0 split_feature=11 1 16 split_gain=4.76299 5.47254 4.54156 threshold=0.08184000000000001 0.077800000000000022 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036184637953938885 0.0014976181446561963 0.0044241744624207695 -0.026097551030047596 leaf_weight=68.907781393398182 5.6238163714297116 111.25489336729515 6.4076544868876208 leaf_count=1455 37 1215 125 internal_value=0 0.00134801 -0.0132169 internal_weight=0 180.163 12.0315 internal_count=2832 2670 162 is_linear=0 shrinkage=0.0224292 Tree=4679 num_leaves=4 num_cat=0 split_feature=482 159 482 split_gain=4.27783 4.81118 1.24418 threshold=0.092060000000000017 0.099410000000000012 0.11043500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019668519358846392 -0.0076567320607489608 -0.011963537521316552 -0.030504783884416967 leaf_weight=173.66244969436957 2.1895320074399924 13.418462248635477 2.6765941926278174 leaf_count=2434 65 251 82 internal_value=0 0.00096657 -0.0202943 internal_weight=0 187.081 4.86613 internal_count=2832 2685 147 is_linear=0 shrinkage=0.0224292 Tree=4680 num_leaves=4 num_cat=0 split_feature=4 48 52 split_gain=6.23494 8.84153 4.05807 threshold=0.13736000000000001 0.093225000000000016 0.048595000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035678645969387328 0.011749814193751023 0.01159092907434515 -0.0055783604543048438 leaf_weight=124.32609790049901 35.423621981055476 22.906248512852471 8.4005761283915472 leaf_count=2128 332 241 125 internal_value=0 -0.00120828 0.00842723 internal_weight=0 147.232 43.8242 internal_count=2826 2369 457 is_linear=0 shrinkage=0.0224292 Tree=4681 num_leaves=4 num_cat=0 split_feature=4 40 15 split_gain=6.61408 8.10732 2.22105 threshold=0.27150500000000005 0.095825000000000007 -0.10497999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8849078456809162e-06 0.00015005981222846804 -0.00056334502857200688 0.00044368146727626013 leaf_weight=163.32715119958448 19.187739641638476 4.986152069643139 6.7298597233602768 leaf_count=2457 265 31 73 internal_value=0 -1.20104e-05 0.000226573 internal_weight=0 168.313 25.9176 internal_count=2826 2488 338 is_linear=0 shrinkage=0.000439788 Tree=4682 num_leaves=4 num_cat=0 split_feature=4 48 52 split_gain=5.98786 8.47049 3.90097 threshold=0.13736000000000001 0.093225000000000016 0.048595000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034910969484802826 0.011544546251870061 0.011361147013704668 -0.0054451908233355125 leaf_weight=124.28034366083739 35.268031748128124 22.853247651131824 8.4090828232001495 leaf_count=2128 332 241 125 internal_value=0 -0.00118303 0.00827259 internal_weight=0 147.134 43.6771 internal_count=2826 2369 457 is_linear=0 shrinkage=0.0224292 Tree=4683 num_leaves=3 num_cat=0 split_feature=38 16 split_gain=5.40868 6.62136 threshold=0.089560000000000015 -0.15317999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0088791556177514781 -0.021556345134594982 -0.00087189965182576381 leaf_weight=46.882056901988108 5.2001166050613383 138.42718179206713 leaf_count=441 51 2334 internal_value=0 0.00159572 internal_weight=0 185.309 internal_count=2826 2775 is_linear=0 shrinkage=0.0224292 Tree=4684 num_leaves=4 num_cat=0 split_feature=49 43 41 split_gain=6.82465 8.04537 7.23375 threshold=-0.088014999999999996 -0.085079999999999975 0.080335000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0043144409489084112 0.0032079073626349978 -0.022929857920650488 -0.016844028184165579 leaf_weight=9.5902786592487264 158.56620318775822 12.604311362199949 9.5795551686314848 leaf_count=72 2548 104 123 internal_value=0 -0.011164 0.00206373 internal_weight=0 22.1946 168.146 internal_count=2847 176 2671 is_linear=0 shrinkage=0.0224292 Tree=4685 num_leaves=4 num_cat=0 split_feature=49 15 43 split_gain=6.52236 11.0896 7.68374 threshold=-0.088014999999999996 0.10330500000000002 -0.085079999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042206266904891414 0.003048605772363521 -0.030140983866769434 -0.022406803410210414 leaf_weight=9.5840594058390725 162.94121765129967 5.2079751660930915 12.609622274118008 leaf_count=72 2459 212 104 internal_value=0 0.00201734 -0.0109143 internal_weight=0 168.149 22.1937 internal_count=2847 2671 176 is_linear=0 shrinkage=0.0224292 Tree=4686 num_leaves=4 num_cat=0 split_feature=49 15 43 split_gain=6.23372 10.765 7.33816 threshold=-0.088014999999999996 0.10330500000000002 -0.085079999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0041287745165736692 0.0029799504377315315 -0.030004490066710604 -0.021895142618775024 leaf_weight=9.5780228984076548 162.95665655662015 5.115457185660488 12.615242093568666 leaf_count=72 2459 212 104 internal_value=0 0.00197274 -0.01067 internal_weight=0 168.072 22.1933 internal_count=2847 2671 176 is_linear=0 shrinkage=0.0224292 Tree=4687 num_leaves=4 num_cat=0 split_feature=49 15 43 split_gain=5.74539 10.6088 6.84332 threshold=-0.088014999999999996 0.10330500000000002 -0.085079999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.996545613438845e-05 5.7146984396281352e-05 -0.0005820284994333167 -0.0004088618612916238 leaf_weight=9.7294247548561561 166.59991608733253 5.159480415924917 12.825900435331276 leaf_count=72 2459 212 104 internal_value=0 3.78842e-05 -0.000198113 internal_weight=0 171.759 22.5553 internal_count=2847 2671 176 is_linear=0 shrinkage=0.000439788 Tree=4688 num_leaves=4 num_cat=0 split_feature=42 133 157 split_gain=5.86264 7.93426 6.50986 threshold=-1.0000000180025095e-35 -0.082834999999999978 -0.084489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0058510347699708004 -0.018149204674198612 -0.019594626785895859 0.0023135684231788602 leaf_weight=9.8259343564568571 8.2115000129560922 16.492721077651368 157.23060698487097 leaf_count=238 207 529 1907 internal_value=0 -0.0100973 0.00129595 internal_weight=0 26.3187 165.442 internal_count=2881 767 2114 is_linear=0 shrinkage=0.0224292 Tree=4689 num_leaves=4 num_cat=0 split_feature=42 160 157 split_gain=5.8911 7.743 6.2169 threshold=-1.0000000180025095e-35 -0.082234999999999989 -0.084489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031930705313686981 -0.00034456601383370136 -0.00030356901362526997 4.4328218697490686e-05 leaf_weight=4.6486509091628276 8.3468823870061879 22.352156381268287 160.13575561382459 leaf_count=82 207 685 1907 internal_value=0 -0.00019618 2.5025e-05 internal_weight=0 27.0008 168.483 internal_count=2881 767 2114 is_linear=0 shrinkage=0.000439788 Tree=4690 num_leaves=4 num_cat=0 split_feature=42 133 157 split_gain=5.62608 7.64832 6.24707 threshold=-1.0000000180025095e-35 -0.082834999999999978 -0.084489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057073629019150337 -0.017837222114153679 -0.019294808601328244 0.002260887578226704 leaf_weight=9.8428717544302362 8.1661112875444797 16.377885902955313 157.27340713329613 leaf_count=238 207 529 1907 internal_value=0 -0.00991205 0.0012669 internal_weight=0 26.2208 165.44 internal_count=2881 767 2114 is_linear=0 shrinkage=0.0224292 Tree=4691 num_leaves=4 num_cat=0 split_feature=42 133 157 split_gain=5.39756 7.37457 5.99916 threshold=-1.0000000180025095e-35 -0.082834999999999978 -0.084489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055718314984007471 -0.017537824785133084 -0.01900194535874394 0.0022103645028088408 leaf_weight=9.856464051408695 8.1200860496610385 16.258955618191976 157.26069416094106 leaf_count=238 207 529 1907 internal_value=0 -0.00973003 0.00123883 internal_weight=0 26.1154 165.381 internal_count=2881 767 2114 is_linear=0 shrinkage=0.0224292 Tree=4692 num_leaves=4 num_cat=0 split_feature=3 0 47 split_gain=7.04172 10.2643 9.3474 threshold=-0.078914999999999985 -0.077944999999999987 0.09252500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021424218638549635 0.00014444128241257847 0.00010974395396865628 -0.00018742923585660622 leaf_weight=48.411537253137794 90.139647451549536 31.016548013547435 20.051649071858265 leaf_count=1178 1073 413 185 internal_value=0 -8.77301e-05 8.40284e-05 internal_weight=0 79.4281 110.191 internal_count=2849 1591 1258 is_linear=0 shrinkage=0.000439788 Tree=4693 num_leaves=4 num_cat=0 split_feature=3 0 47 split_gain=7.19479 9.79147 9.58456 threshold=-0.078914999999999985 -0.077944999999999987 0.09252500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002150689129474917 0.00014357410153433743 0.00010162067621569322 -0.0001919427105212989 leaf_weight=48.338110417214921 90.089055354052107 30.965418085164856 20.132785972557031 leaf_count=1178 1073 413 185 internal_value=0 -9.14173e-05 8.2267e-05 internal_weight=0 79.3035 110.222 internal_count=2849 1591 1258 is_linear=0 shrinkage=0.000439788 Tree=4694 num_leaves=4 num_cat=0 split_feature=3 0 474 split_gain=6.80571 10.2184 7.08958 threshold=-0.078914999999999985 -0.077944999999999987 0.084420000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021499194806630698 3.4846829310014051e-05 0.0001081499298115387 0.00035815747554516207 leaf_weight=48.630945719676674 95.235332612588536 30.96456807438517 15.195549400406888 leaf_count=1178 1125 413 133 internal_value=0 -8.92862e-05 7.93894e-05 internal_weight=0 79.5955 110.431 internal_count=2849 1591 1258 is_linear=0 shrinkage=0.000439788 Tree=4695 num_leaves=4 num_cat=0 split_feature=3 47 49 split_gain=6.48626 9.53621 9.10847 threshold=-0.078914999999999985 0.09252500000000001 -0.21083999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020569100162367078 0.0072514416476937476 -0.0099650085752691284 -0.0067362557045994908 leaf_weight=6.7082396019250146 88.581482844660059 19.785109858959913 71.142074329749448 leaf_count=28 1073 185 1563 internal_value=0 0.00410693 -0.00437893 internal_weight=0 108.367 77.8503 internal_count=2849 1258 1591 is_linear=0 shrinkage=0.0224292 Tree=4696 num_leaves=4 num_cat=0 split_feature=133 42 42 split_gain=4.81296 4.69462 0.402623 threshold=-0.26577499999999993 0.088115000000000013 -0.0009549999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01387802277539631 -0.0018090831359699609 0.0064631808682600782 -0.027573434763967713 leaf_weight=1.8012416322599163 135.11468197044451 46.331550635979511 2.9682914073346174 leaf_count=120 1840 838 54 internal_value=0 0.000303663 -0.0224772 internal_weight=0 181.446 4.76953 internal_count=2852 2678 174 is_linear=0 shrinkage=0.0224292 Tree=4697 num_leaves=4 num_cat=0 split_feature=133 42 0 split_gain=4.66024 4.48346 0.403546 threshold=-0.26577499999999993 0.088115000000000013 -0.078809999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027608916951672009 -0.001768467768549626 0.006313195102129473 -0.013945765988505766 leaf_weight=2.8380070844432339 135.1180717422103 46.368434752395842 1.8720520285714872 leaf_count=121 1840 838 53 internal_value=0 0.000296783 -0.0222566 internal_weight=0 181.487 4.71006 internal_count=2852 2678 174 is_linear=0 shrinkage=0.0224292 Tree=4698 num_leaves=4 num_cat=0 split_feature=133 457 42 split_gain=4.51808 4.41487 0.418805 threshold=-0.25159999999999993 -0.070739999999999983 -0.0009549999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013130611325302504 -0.012394031574915846 0.0012577078090464497 -0.027173317759324425 leaf_weight=1.7760859794216228 12.803886771260293 168.67014765278145 2.9225033054244696 leaf_count=121 203 2473 55 internal_value=0 0.000293308 -0.0219397 internal_weight=0 181.474 4.69859 internal_count=2852 2676 176 is_linear=0 shrinkage=0.0224292 Tree=4699 num_leaves=4 num_cat=0 split_feature=133 15 13 split_gain=4.37411 4.32762 0.458685 threshold=-0.26577499999999993 0.22762000000000002 -0.04016999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027997844866988992 0.0008739519528923027 -0.020028750529273043 -0.013454950021595089 leaf_weight=2.6214101646328345 176.40327943417651 5.1085183881223193 1.9683087999292173 leaf_count=86 2644 34 88 internal_value=0 0.000283616 -0.0218427 internal_weight=0 181.512 4.58972 internal_count=2852 2678 174 is_linear=0 shrinkage=0.0224292 Tree=4700 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.83171 5.90273 4.79602 threshold=-0.017269999999999997 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3937581466002642e-05 0.00045307523289153239 -0.00049846762210812928 5.7353132140799135e-05 leaf_weight=157.54424462911265 8.0325984072405863 4.998786659911274 22.439256869722158 leaf_count=2460 101 32 206 internal_value=0 -2.88954e-05 0.000161887 internal_weight=0 162.543 30.4719 internal_count=2799 2492 307 is_linear=0 shrinkage=0.000439788 Tree=4701 num_leaves=3 num_cat=0 split_feature=51 49 split_gain=5.17061 4.61291 threshold=-0.41122499999999995 0.11151500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02764239037963551 -0.00047095366676698633 0.011924928677837317 leaf_weight=3.2919614495185661 169.30064240876527 16.562422203365713 leaf_count=103 2528 168 internal_value=0 0.000634766 internal_weight=0 185.863 internal_count=2799 2696 is_linear=0 shrinkage=0.0224292 Tree=4702 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.49915 5.90411 4.77707 threshold=-0.017269999999999997 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3307849471245236e-05 0.000449631692432972 -0.00049710038124060451 5.2169241152136856e-05 leaf_weight=157.42600486293668 7.9116551579209071 5.0159251643344751 22.301743120886385 leaf_count=2460 101 32 206 internal_value=0 -2.83032e-05 0.000156467 internal_weight=0 162.442 30.2134 internal_count=2799 2492 307 is_linear=0 shrinkage=0.000439788 Tree=4703 num_leaves=4 num_cat=0 split_feature=49 454 2 split_gain=4.13247 6.46368 4.70184 threshold=0.11151500000000002 1.0000000180025095e-35 0.11183000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6026301419338399e-05 0.00044248055180917066 0.00039117061737095913 -1.4366934533440297e-05 leaf_weight=168.70496560609899 8.3874121226836014 7.1211706995964041 9.0435346158046723 leaf_count=2560 92 32 115 internal_value=0 -1.86837e-05 0.000205702 internal_weight=0 175.826 17.4309 internal_count=2799 2592 207 is_linear=0 shrinkage=0.000439788 Tree=4704 num_leaves=4 num_cat=0 split_feature=160 48 52 split_gain=5.25163 10.4047 6.36328 threshold=0.09925500000000001 0.095850000000000005 -0.4290699999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021350668012964015 -0.026528135721745925 0.013884693313114658 0.0020464220710457882 leaf_weight=6.0379406342981374 9.472072421864139 4.8242327217012635 169.23374923584925 leaf_count=216 201 24 2396 internal_value=0 -0.0128907 0.00123818 internal_weight=0 14.2963 175.272 internal_count=2837 225 2612 is_linear=0 shrinkage=0.0224292 Tree=4705 num_leaves=4 num_cat=0 split_feature=403 1 160 split_gain=5.32829 6.68951 5.65546 threshold=-1.0000000180025095e-35 0.080320000000000016 0.09925500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048764193288104821 4.881083382398981e-05 6.8752548434213742e-05 -0.00023981115051043515 leaf_weight=9.125003574445147 162.7301495813299 7.6900983662344506 14.264455267693846 leaf_count=506 1964 170 197 internal_value=0 -0.000233395 2.55267e-05 internal_weight=0 16.8151 176.995 internal_count=2837 676 2161 is_linear=0 shrinkage=0.000439788 Tree=4706 num_leaves=4 num_cat=0 split_feature=160 48 52 split_gain=5.04811 10.0302 6.17155 threshold=0.09925500000000001 0.095850000000000005 -0.4290699999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021211143378478244 -0.026139567367145306 0.013672308950418507 0.0019994771901847533 leaf_weight=5.9470189155545077 9.3978766539366898 4.7947887904010704 169.30623335152632 leaf_count=216 201 24 2396 internal_value=0 -0.0126894 0.00120963 internal_weight=0 14.1927 175.253 internal_count=2837 225 2612 is_linear=0 shrinkage=0.0224292 Tree=4707 num_leaves=4 num_cat=0 split_feature=403 1 49 split_gain=5.25231 6.64797 5.57457 threshold=-1.0000000180025095e-35 0.080320000000000016 -0.006494999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048829688171616139 -8.9166449377018012e-05 6.9641130458374822e-05 7.8627846365357008e-05 leaf_weight=9.0274672609521094 56.318727775360458 7.5932761835865668 119.5614502387325 leaf_count=506 538 170 1623 internal_value=0 -0.000233612 2.48945e-05 internal_weight=0 16.6207 175.88 internal_count=2837 676 2161 is_linear=0 shrinkage=0.000439788 Tree=4708 num_leaves=4 num_cat=0 split_feature=131 403 13 split_gain=5.36978 5.49481 0.454951 threshold=0.10370500000000001 0.10150000000000002 -0.080649999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089462699581197892 -0.031109919703297319 -0.022086502265838633 -0.017185692652356147 leaf_weight=169.45667309498822 2.1896685779793188 5.3817629396799012 2.7784091360517769 leaf_count=2463 31 173 160 internal_value=0 0.000184903 -0.0234184 internal_weight=0 174.838 4.96808 internal_count=2827 2636 191 is_linear=0 shrinkage=0.0224292 Tree=4709 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=5.42712 6.17194 1.73808 threshold=-0.24436499999999997 -0.11532999999999999 -0.13643999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044162821230383885 -0.00028041958526940186 3.7221055910053411e-07 8.6515342678511361e-05 leaf_weight=6.3250397929223254 16.753070763370488 155.6326019729313 4.6171695038210583 leaf_count=148 227 2377 75 internal_value=0 -2.69442e-05 0.000292197 internal_weight=0 172.386 10.9422 internal_count=2827 2604 223 is_linear=0 shrinkage=0.000439788 Tree=4710 num_leaves=4 num_cat=0 split_feature=131 403 12 split_gain=5.18532 5.33162 0.450101 threshold=0.10370500000000001 0.10150000000000002 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00087598574075663997 -0.012892580162362567 -0.021916223911887262 -0.027734808607040556 leaf_weight=169.51882814480632 1.5535588482161973 5.3062346627702928 3.368249238061253 leaf_count=2463 57 173 134 internal_value=0 0.000181886 -0.0231178 internal_weight=0 174.825 4.92181 internal_count=2827 2636 191 is_linear=0 shrinkage=0.0224292 Tree=4711 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=5.38281 6.01449 1.71638 threshold=-0.24436499999999997 -0.11532999999999999 -0.13643999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004413079102285877 -0.0002769032777007283 9.2633062749372741e-07 8.7687428216630479e-05 leaf_weight=6.2940063265850767 16.679095584549941 154.60942119722313 4.6011147636454535 leaf_count=148 227 2377 75 internal_value=0 -2.6155e-05 0.000292385 internal_weight=0 171.289 10.8951 internal_count=2827 2604 223 is_linear=0 shrinkage=0.000439788 Tree=4712 num_leaves=4 num_cat=0 split_feature=4 1 403 split_gain=5.85736 10.1045 7.76971 threshold=-0.076329999999999995 0.094405000000000003 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013494410748752859 -0.0091569362132684403 0.0035013567743254113 0.021940037730325351 leaf_weight=46.174486496805912 66.882328941093874 60.319559235009365 11.500979227770584 leaf_count=799 1152 711 157 internal_value=0 -0.00315471 0.00546128 internal_weight=0 127.202 57.6755 internal_count=2819 1863 956 is_linear=0 shrinkage=0.0224292 Tree=4713 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=5.13758 5.51113 1.3239 threshold=-1.0000000180025095e-35 -0.076329999999999995 0.078545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050189444608633596 0.00011787238449374451 -4.6975316229137613e-05 -6.052450297992879e-05 leaf_weight=4.9640726336365324 57.127266586991027 125.05841678919387 1.7931330230203455 leaf_count=220 898 1650 51 internal_value=0 4.72228e-06 -0.00038527 internal_weight=0 182.186 6.75721 internal_count=2819 2548 271 is_linear=0 shrinkage=0.000439788 Tree=4714 num_leaves=4 num_cat=0 split_feature=4 1 403 split_gain=5.58122 9.71479 7.33148 threshold=-0.076329999999999995 0.094405000000000003 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013140323738938459 -0.0089819667082725596 0.0034393088466729699 0.021246172506131936 leaf_weight=46.196050254831789 66.714151339474483 60.281662898720242 11.600121745199429 leaf_count=799 1152 711 157 internal_value=0 -0.00308627 0.00532026 internal_weight=0 126.996 57.7962 internal_count=2819 1863 956 is_linear=0 shrinkage=0.0224292 Tree=4715 num_leaves=4 num_cat=0 split_feature=1456 0 160 split_gain=5.26167 6.02589 1.29557 threshold=-1.0000000180025095e-35 -0.077944999999999987 0.078545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050231304087330387 -5.6142553835994615e-05 0.00011069076217679886 -6.7830809061720335e-05 leaf_weight=5.0506576018669866 117.00266310264124 65.187754702405073 1.8071680261637082 leaf_count=220 1661 887 51 internal_value=0 3.55577e-06 -0.000388325 internal_weight=0 182.19 6.85783 internal_count=2819 2548 271 is_linear=0 shrinkage=0.000439788 Tree=4716 num_leaves=4 num_cat=0 split_feature=133 2 16 split_gain=6.46665 4.72177 0.211341 threshold=0.13793500000000003 0.14816000000000004 -0.050444999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00077214144408171948 -0.022065078307927428 0.018230448615533888 -0.032584592427345592 leaf_weight=170.69161511388666 3.9031569428625517 6.8227583795087403 1.4492638148367394 leaf_count=2438 237 108 58 internal_value=0 -3.98956e-05 -0.0250191 internal_weight=0 177.514 5.35242 internal_count=2841 2546 295 is_linear=0 shrinkage=0.0224292 Tree=4717 num_leaves=4 num_cat=0 split_feature=133 2 16 split_gain=6.37399 4.89897 0.189825 threshold=0.13793500000000003 0.14816000000000004 -0.050444999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6860113045559023e-05 -0.00043011254523659249 0.00035811281168967522 -0.00062557899144177081 leaf_weight=174.37607499727164 3.9955580521491356 6.9907408002763978 1.4541136804036785 leaf_count=2438 237 108 58 internal_value=0 -2.3707e-06 -0.00048427 internal_weight=0 181.367 5.44967 internal_count=2841 2546 295 is_linear=0 shrinkage=0.000439788 Tree=4718 num_leaves=4 num_cat=0 split_feature=133 2 16 split_gain=6.29439 4.57136 0.194265 threshold=0.13793500000000003 0.14816000000000004 -0.051389999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00075654123989690107 -0.021970992577598505 0.018048458657440189 -0.032104895313768637 leaf_weight=170.755991957878 3.8017126954509877 6.7415470752166575 1.4601419995888125 leaf_count=2438 236 108 59 internal_value=0 -4.04428e-05 -0.024889 internal_weight=0 177.498 5.26185 internal_count=2841 2546 295 is_linear=0 shrinkage=0.0224292 Tree=4719 num_leaves=4 num_cat=0 split_feature=133 2 1 split_gain=6.25022 4.57385 0.187325 threshold=0.13793500000000003 0.14816000000000004 0.090355000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.45695181427651e-05 -0.00053625342906939231 0.00035262988756549503 -0.00034096694836328325 leaf_weight=173.25617282211897 3.8514345902949563 6.8000412745168424 1.4539267471991477 leaf_count=2438 211 108 84 internal_value=0 -6.65871e-07 -0.00048415 internal_weight=0 180.056 5.30536 internal_count=2841 2546 295 is_linear=0 shrinkage=0.000439788 Tree=4720 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=5.89361 8.72423 5.63342 threshold=0.28937500000000005 -0.23033499999999998 0.11256500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027591282463313891 0.00032956033287375667 -0.00010281841429523868 -0.00013253417178965421 leaf_weight=12.766506734536959 14.580991947092118 147.30952911282657 7.831074127694591 leaf_count=60 204 2486 100 internal_value=0 -7.25842e-05 0.000168123 internal_weight=0 160.076 22.4121 internal_count=2850 2546 304 is_linear=0 shrinkage=0.000439788 Tree=4721 num_leaves=3 num_cat=0 split_feature=31 3 split_gain=5.37489 5.58771 threshold=-1.0000000180025095e-35 -0.16295499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022836448790033055 0.012123557323547291 -0.0037907189193626348 leaf_weight=4.2256885370006776 11.891623541247098 162.98491462907987 leaf_count=84 139 2627 internal_value=0 -0.00270734 internal_weight=0 174.877 internal_count=2850 2766 is_linear=0 shrinkage=0.0224292 Tree=4722 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=5.64148 8.78434 5.62951 threshold=0.28937500000000005 -0.23033499999999998 0.11256500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027997697384768124 0.00032823872263844085 -9.9688863408064837e-05 -0.00013363105376335561 leaf_weight=12.794534294633193 14.537397506181152 147.15561105661618 7.8469772972166529 leaf_count=60 204 2486 100 internal_value=0 -6.92893e-05 0.000166352 internal_weight=0 159.95 22.3844 internal_count=2850 2546 304 is_linear=0 shrinkage=0.000439788 Tree=4723 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=5.97796 9.01305 5.58497 threshold=0.28937500000000005 -0.23033499999999998 0.11256500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028297366626952615 0.00033142712553965622 -0.00010113502722103788 -0.00012659402718318249 leaf_weight=12.824722662568091 14.685933841974476 147.65454478375614 7.9110086607979602 leaf_count=60 204 2486 100 internal_value=0 -7.04089e-05 0.000171106 internal_weight=0 160.479 22.5969 internal_count=2850 2546 304 is_linear=0 shrinkage=0.000439788 Tree=4724 num_leaves=3 num_cat=0 split_feature=393 47 split_gain=6.58388 6.30671 threshold=0.087895000000000015 0.13206500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3040314430797766e-05 -0.00048664424469563149 -0.00041994388744843775 leaf_weight=182.70801727706566 4.9023496094159773 5.8545076744630924 leaf_count=2682 104 53 internal_value=0 2.86245e-05 internal_weight=0 188.563 internal_count=2839 2735 is_linear=0 shrinkage=0.000439788 Tree=4725 num_leaves=3 num_cat=0 split_feature=393 47 split_gain=6.44215 6.37564 threshold=0.087895000000000015 0.13206500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022234293116996265 -0.025135534344698066 -0.021812214890565892 leaf_weight=178.01861628022743 4.6748625799082211 5.7115688337944439 leaf_count=2682 104 53 internal_value=0 0.00147405 internal_weight=0 183.73 internal_count=2839 2735 is_linear=0 shrinkage=0.0224292 Tree=4726 num_leaves=3 num_cat=0 split_feature=393 47 split_gain=6.21322 6.11378 threshold=0.087895000000000015 0.13206500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021735053275845372 -0.024814394544764681 -0.02140669019667997 leaf_weight=178.02343383953848 4.6299128017853937 5.6898458674550048 leaf_count=2682 104 53 internal_value=0 0.00144105 internal_weight=0 183.713 internal_count=2839 2735 is_linear=0 shrinkage=0.0224292 Tree=4727 num_leaves=3 num_cat=0 split_feature=393 47 split_gain=5.98297 5.89333 threshold=0.087895000000000015 0.13206500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.0101672933881315e-05 -0.00047288641885506115 -0.00041079370374536657 leaf_weight=181.79854006768437 4.7446154607459894 5.7659236313775173 leaf_count=2682 104 53 internal_value=0 2.62003e-05 internal_weight=0 187.564 internal_count=2839 2735 is_linear=0 shrinkage=0.000439788 Tree=4728 num_leaves=4 num_cat=0 split_feature=42 42 4 split_gain=5.25236 8.58453 6.17097 threshold=0.092235000000000025 0.091465000000000005 -0.076639999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016143112060919857 -0.02743317976918019 0.031008600406487733 -0.0021205768462157276 leaf_weight=156.86820046143839 6.3649074086570208 5.1437989567639297 20.116054411861114 leaf_count=2187 155 43 439 internal_value=0 0.00255111 -0.00822004 internal_weight=0 162.012 26.481 internal_count=2824 2230 594 is_linear=0 shrinkage=0.0224292 Tree=4729 num_leaves=4 num_cat=0 split_feature=131 157 13 split_gain=5.23939 5.17826 5.03246 threshold=0.08956500000000002 -0.076719999999999983 -0.015744999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002197163731257374 -0.00039696299729722028 8.67220005191419e-06 0.00024131660141922507 leaf_weight=26.373400126118213 10.119871829985639 151.95861189765856 3.1115021140431045 leaf_count=315 236 2137 136 internal_value=0 3.99036e-05 -0.000246733 internal_weight=0 178.332 13.2314 internal_count=2824 2452 372 is_linear=0 shrinkage=0.000439788 Tree=4730 num_leaves=4 num_cat=0 split_feature=131 43 157 split_gain=5.16057 5.27904 5.13408 threshold=0.08956500000000002 -0.14265999999999998 -0.076719999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011225936050117022 0.019755538761897399 -0.018952866123276943 0.00042357099682046153 leaf_weight=25.959034110215725 2.1020721150562158 10.837896249606272 149.57400523952674 leaf_count=315 33 339 2137 internal_value=0 -0.0126449 0.00202215 internal_weight=0 12.94 175.533 internal_count=2824 372 2452 is_linear=0 shrinkage=0.0224292 Tree=4731 num_leaves=4 num_cat=0 split_feature=42 42 4 split_gain=4.97318 7.86724 6.23648 threshold=0.092235000000000025 0.091465000000000005 0.11321500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.0459875290767144e-05 -0.00030108757772092558 0.00057955307541742969 0.00015010224207597617 leaf_weight=159.23642226726224 18.336208833090499 5.1930511033860958 8.7356385183520597 leaf_count=2187 474 43 120 internal_value=0 4.78667e-05 -0.000155493 internal_weight=0 164.429 27.0718 internal_count=2824 2230 594 is_linear=0 shrinkage=0.000439788 Tree=4732 num_leaves=3 num_cat=0 split_feature=51 4 split_gain=7.21809 6.17807 threshold=-0.39874999999999999 -0.076329999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056950074726238556 0.00015877772490557768 -1.4768956385063609e-05 leaf_weight=3.8513805960537857 56.613100740185473 132.48437172097329 leaf_count=96 931 1809 internal_value=0 3.71992e-05 internal_weight=0 189.097 internal_count=2836 2740 is_linear=0 shrinkage=0.000439788 Tree=4733 num_leaves=4 num_cat=0 split_feature=4 47 11 split_gain=7.05372 8.91741 7.64353 threshold=-0.076329999999999995 0.087235000000000021 0.080070000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020402206504247162 2.8475200268632052e-05 -0.00025447500417203836 -0.00039059479468005106 leaf_weight=52.567563886696007 109.05721099500079 26.826180450618267 4.5249122452223665 leaf_count=837 1580 317 102 internal_value=0 -2.74129e-05 0.00015678 internal_weight=0 135.883 57.0925 internal_count=2836 1897 939 is_linear=0 shrinkage=0.000439788 Tree=4734 num_leaves=4 num_cat=0 split_feature=4 47 11 split_gain=7.24999 9.03154 7.29694 threshold=-0.076329999999999995 0.087235000000000021 0.080070000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010474665202257611 0.0013904575869155707 -0.013289833554536022 -0.019736836426717273 leaf_weight=51.546327392949024 106.93342355833738 26.239699822384864 4.3445795324514611 leaf_count=837 1580 317 102 internal_value=0 -0.00150356 0.00812029 internal_weight=0 133.173 55.8909 internal_count=2836 1897 939 is_linear=0 shrinkage=0.0224292 Tree=4735 num_leaves=4 num_cat=0 split_feature=4 47 403 split_gain=6.92965 8.6417 7.21676 threshold=-0.076329999999999995 0.087235000000000021 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036394255881541998 0.0013593916325453067 -0.013007504684085312 0.023050201804259374 leaf_weight=43.517058249883121 106.92443975593778 26.208695591194555 12.360712711873928 leaf_count=775 1580 317 164 internal_value=0 -0.00147035 0.00793969 internal_weight=0 133.133 55.8778 internal_count=2836 1897 939 is_linear=0 shrinkage=0.0224292 Tree=4736 num_leaves=3 num_cat=0 split_feature=393 393 split_gain=5.91988 5.28835 threshold=0.087895000000000015 0.084845000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010651527413413593 -0.025419323330169691 0.024148174728251946 leaf_weight=178.3194839443895 4.5208607513923189 4.6208436521701506 leaf_count=2668 112 22 internal_value=0 0.000508584 internal_weight=0 182.94 internal_count=2802 2690 is_linear=0 shrinkage=0.0224292 Tree=4737 num_leaves=4 num_cat=0 split_feature=49 52 52 split_gain=5.83222 7.8962 3.05522 threshold=0.11645000000000001 0.11571500000000003 0.12964000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4423074724329664e-06 9.6798462515026323e-05 -0.00031459761850650167 0.00049656360067090331 leaf_weight=158.61222099725273 9.2085726325749402 16.438671922354843 6.172951437169103 leaf_count=2222 129 408 43 internal_value=0 -2.4643e-05 0.00025765 internal_weight=0 175.051 15.3815 internal_count=2802 2630 172 is_linear=0 shrinkage=0.000439788 Tree=4738 num_leaves=3 num_cat=0 split_feature=393 1186 split_gain=5.65479 6.01708 threshold=0.087895000000000015 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.2514255432029064e-06 -0.00048230965396354661 0.00045272985369229255 leaf_weight=181.38086009833205 4.6090967741329214 5.7303926326567298 leaf_count=2646 112 44 internal_value=0 9.78865e-06 internal_weight=0 187.111 internal_count=2802 2690 is_linear=0 shrinkage=0.000439788 Tree=4739 num_leaves=3 num_cat=0 split_feature=393 1186 split_gain=5.71275 6.17955 threshold=0.087895000000000015 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023934888734317958 -0.02508991893832772 0.023537144204788182 leaf_weight=177.39669742107799 4.4782372030895194 5.6558854113100088 leaf_count=2646 112 44 internal_value=0 0.000497665 internal_weight=0 183.053 internal_count=2802 2690 is_linear=0 shrinkage=0.0224292 Tree=4740 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=4.79808 7.57347 5.25688 threshold=0.27150500000000005 -0.14127499999999996 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046495584140970257 0.00028978750194097138 -1.63257311353871e-05 -0.00017170340558164243 leaf_weight=7.6123444826807818 18.396612800774168 157.13900697836652 6.4304654691368333 leaf_count=154 290 2320 44 internal_value=0 -3.71062e-05 0.000170217 internal_weight=0 164.751 24.8271 internal_count=2808 2474 334 is_linear=0 shrinkage=0.000439788 Tree=4741 num_leaves=4 num_cat=0 split_feature=3 133 15 split_gain=4.93848 4.93668 3.51162 threshold=-0.15490999999999996 0.084030000000000007 -0.015439999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021973665033741457 -0.0037241516368267582 0.0053976598176724237 0.0018819177111872116 leaf_weight=7.8831574611831483 128.591121843172 38.848884691047715 9.8165418449789268 leaf_count=60 1721 895 132 internal_value=0 -0.00160736 0.0108445 internal_weight=0 167.44 17.6997 internal_count=2808 2616 192 is_linear=0 shrinkage=0.0224292 Tree=4742 num_leaves=4 num_cat=0 split_feature=1456 1212 160 split_gain=4.44533 4.66093 1.31082 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.062030000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025332224889234443 -0.023642567010190019 0.00078942190763099716 -0.0020927101377764411 leaf_weight=4.5133075089688637 3.9992384715005747 174.92146952555049 1.6762267140729816 leaf_count=199 194 2360 55 internal_value=0 0.000240853 -0.0190644 internal_weight=0 178.921 6.18953 internal_count=2808 2554 254 is_linear=0 shrinkage=0.0224292 Tree=4743 num_leaves=4 num_cat=0 split_feature=1456 1212 160 split_gain=4.31442 4.54797 1.30203 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.062030000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025274780638217226 -0.023611879945071287 0.00077172459958936611 -0.0020471291025770649 leaf_weight=4.4231646959233322 3.9155868233065112 174.91992063817452 1.6755490311479659 leaf_count=199 194 2360 55 internal_value=0 0.000235384 -0.0189196 internal_weight=0 178.836 6.09871 internal_count=2808 2554 254 is_linear=0 shrinkage=0.0224292 Tree=4744 num_leaves=3 num_cat=0 split_feature=1373 50 split_gain=5.04831 4.43629 threshold=0.089210000000000025 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002714603440101878 -0.021921907470679101 -0.012500641521631639 leaf_weight=174.70136555758654 4.5770309949293724 10.184493180320713 leaf_count=2446 38 341 internal_value=0 0.00187526 internal_weight=0 184.886 internal_count=2825 2787 is_linear=0 shrinkage=0.0224292 Tree=4745 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=4.23556 7.32737 threshold=0.15082000000000004 -0.4290699999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024489765815296001 0.015771638849527835 0.0013139129005186349 leaf_weight=5.6989125456311731 9.5978236976079625 174.12450458553212 leaf_count=245 56 2524 internal_value=0 0.000493637 internal_weight=0 179.823 internal_count=2825 2769 is_linear=0 shrinkage=0.0224292 Tree=4746 num_leaves=3 num_cat=0 split_feature=376 50 split_gain=4.24575 5.44153 threshold=0.08801500000000001 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.9333554356717593e-05 0.00040629208963494253 -0.00031208205970577769 leaf_weight=177.46669657580787 5.41566080355551 9.4939184664544864 leaf_count=2434 59 332 internal_value=0 1.19663e-05 internal_weight=0 186.961 internal_count=2825 2766 is_linear=0 shrinkage=0.000439788 Tree=4747 num_leaves=4 num_cat=0 split_feature=1211 41 1212 split_gain=4.15465 4.3551 0.329821 threshold=0.079615000000000019 0.082560000000000008 0.08184000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9008588714839569e-05 -0.00023504363352387815 -0.00030096688843642019 -0.00046771613387256128 leaf_weight=180.69776302782702 2.1113571997266254 7.1303629234898827 2.8718877522042021 leaf_count=2568 48 96 113 internal_value=0 3.56935e-05 -0.000370408 internal_weight=0 187.828 4.98324 internal_count=2825 2664 161 is_linear=0 shrinkage=0.000439788 Tree=4748 num_leaves=4 num_cat=0 split_feature=52 52 403 split_gain=6.0775 6.69889 5.87953 threshold=0.14114500000000005 0.16377000000000003 0.10232000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00074240335688431972 0.033836225785541969 0.0038901409310344963 -0.025412991821362738 leaf_weight=161.24546197603922 5.0872064847499159 14.255005498212993 4.9917022706940761 leaf_count=2344 22 342 178 internal_value=0 0.0117919 -0.00148603 internal_weight=0 19.3422 166.237 internal_count=2886 364 2522 is_linear=0 shrinkage=0.0224292 Tree=4749 num_leaves=4 num_cat=0 split_feature=52 52 403 split_gain=5.81627 6.4789 5.73669 threshold=0.14114500000000005 0.16377000000000003 0.10232000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00072575276395608142 0.033325557266655398 0.0037994876986457834 -0.025314547460225635 leaf_weight=161.24571551475674 5.0500253569334772 14.268068003526421 4.89983091270551 leaf_count=2344 22 342 178 internal_value=0 0.0115433 -0.00145373 internal_weight=0 19.3181 166.146 internal_count=2886 364 2522 is_linear=0 shrinkage=0.0224292 Tree=4750 num_leaves=4 num_cat=0 split_feature=52 52 403 split_gain=5.23204 6.17767 5.74784 threshold=0.14114500000000005 0.16377000000000003 0.10232000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.2872968015673558e-05 0.00063057742783058704 6.6908645996093427e-05 -0.00049278525059717087 leaf_weight=164.12343144143233 5.0594465713948038 14.513470030797178 4.9541170474258243 leaf_count=2344 22 342 178 internal_value=0 0.000213085 -2.69889e-05 internal_weight=0 19.5729 169.078 internal_count=2886 364 2522 is_linear=0 shrinkage=0.000439788 Tree=4751 num_leaves=4 num_cat=0 split_feature=156 52 475 split_gain=5.22101 7.1359 2.414 threshold=0.10723500000000001 0.14114500000000005 -0.058009999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9970845358105549e-05 -0.00010621776423677355 0.00026892382614740506 -0.00069906964233339705 leaf_weight=165.54312324259081 2.4377042575506493 18.353020018446841 2.9212377350777379 leaf_count=2382 82 352 70 internal_value=0 8.88605e-06 -0.000430724 internal_weight=0 183.896 5.35894 internal_count=2886 2734 152 is_linear=0 shrinkage=0.000439788 Tree=4752 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=4.68034 4.8917 threshold=0.073890000000000011 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037620821581698061 -0.019709220401731505 0.015256437797064431 leaf_weight=171.04259093632572 5.9081312488997346 10.680642492370678 leaf_count=2597 101 145 internal_value=0 0.000544094 internal_weight=0 181.723 internal_count=2843 2742 is_linear=0 shrinkage=0.0224292 Tree=4753 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=4.50871 4.76878 threshold=0.073890000000000011 -0.082619999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.006262610605916645 -0.019421960281483495 -0.001772253353581771 leaf_weight=52.08528113696957 5.861851245397701 129.54515985431499 leaf_count=733 101 2009 internal_value=0 0.000532282 internal_weight=0 181.63 internal_count=2843 2742 is_linear=0 shrinkage=0.0224292 Tree=4754 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=4.34248 4.70365 threshold=0.073890000000000011 0.048375000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037807521644487175 -0.019135408848203288 0.015018368467190587 leaf_weight=171.06755237665493 5.8169844877556889 10.581539105041882 leaf_count=2597 101 145 internal_value=0 0.000520292 internal_weight=0 181.649 internal_count=2843 2742 is_linear=0 shrinkage=0.0224292 Tree=4755 num_leaves=3 num_cat=0 split_feature=52 401 split_gain=4.32346 4.45349 threshold=-0.53320999999999985 0.087020000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047255519723629136 1.9929420118869559e-05 -0.00034054242662422916 leaf_weight=3.6943132570595472 180.21204790344927 6.8629953172639935 leaf_count=165 2449 229 internal_value=0 6.67183e-06 internal_weight=0 187.075 internal_count=2843 2678 is_linear=0 shrinkage=0.000439788 Tree=4756 num_leaves=4 num_cat=0 split_feature=133 133 2 split_gain=5.88406 8.1507 0.161052 threshold=-0.26577499999999993 -0.15835999999999997 0.079800000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031813972667211893 0.030299628048792916 -0.00041119437006290548 -0.022217362636521059 leaf_weight=1.5131807996658597 4.4393750573508433 174.6696815933683 2.984832229980384 leaf_count=41 59 2602 134 internal_value=0 0.000353148 -0.0255666 internal_weight=0 179.109 4.49801 internal_count=2836 2661 175 is_linear=0 shrinkage=0.0224292 Tree=4757 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.95499 11.6367 10.1357 threshold=0.077020000000000019 -0.084804999999999978 0.023025000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003255719446862784 1.9924488380286666e-05 4.1394348463916072e-05 0.00058480585315959504 leaf_weight=28.68270375978318 114.86250646895496 40.005409568635514 6.4718749370658761 leaf_count=665 1282 784 105 internal_value=0 -0.000111891 5.01421e-05 internal_weight=0 68.6881 121.334 internal_count=2836 1449 1387 is_linear=0 shrinkage=0.000439788 Tree=4758 num_leaves=4 num_cat=0 split_feature=376 4 43 split_gain=5.96808 7.17934 1.56749 threshold=1.0000000180025095e-35 -0.47668499999999997 -0.081474999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043713668207736911 0.00013784034276858627 -6.0388675814921964e-06 0.00048364032287972499 leaf_weight=7.7979594282805911 4.8248744398588315 169.14667104424734 5.3733818468172085 leaf_count=136 64 2558 78 internal_value=0 -2.50825e-05 0.000320603 internal_weight=0 176.945 10.1983 internal_count=2836 2694 142 is_linear=0 shrinkage=0.000439788 Tree=4759 num_leaves=4 num_cat=0 split_feature=376 4 43 split_gain=5.89537 7.15244 1.61429 threshold=1.0000000180025095e-35 -0.47668499999999997 -0.081474999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043925023670820542 0.00013418112150897604 -6.0419639847865105e-06 0.00048776407753617687 leaf_weight=7.6910727173089972 4.7511349506676197 167.77109860313067 5.2921344232745451 leaf_count=136 64 2558 78 internal_value=0 -2.50766e-05 0.000321068 internal_weight=0 175.462 10.0433 internal_count=2836 2694 142 is_linear=0 shrinkage=0.000439788 Tree=4760 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=6.049 6.44892 threshold=0.088315000000000018 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00030118570224240885 -0.019008405571940407 0.026822059622923975 leaf_weight=168.00530319954851 7.9077165343333027 4.7236609366955227 leaf_count=2715 109 23 internal_value=0 0.00102934 internal_weight=0 172.729 internal_count=2847 2738 is_linear=0 shrinkage=0.0224292 Tree=4761 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=5.85547 6.24099 threshold=0.088315000000000018 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.1932526572450849e-06 -0.00036448199427332285 0.00051930323363167026 leaf_weight=170.4070288433868 7.9926592410774893 4.6924833757802835 leaf_count=2715 109 23 internal_value=0 1.99992e-05 internal_weight=0 175.1 internal_count=2847 2738 is_linear=0 shrinkage=0.000439788 Tree=4762 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=5.7857 6.24764 threshold=0.088315000000000018 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029473042461425813 -0.018601468686499863 0.026567549209477449 leaf_weight=168.05446755596495 7.898209177190437 4.6610731241526073 leaf_count=2715 109 23 internal_value=0 0.00100661 internal_weight=0 172.716 internal_count=2847 2738 is_linear=0 shrinkage=0.0224292 Tree=4763 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=5.53669 6.05652 threshold=0.088315000000000018 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028811584748889978 -0.018208821549407148 0.026322107437039385 leaf_weight=168.057210260391 7.8880813861032939 4.599887646501883 leaf_count=2715 109 23 internal_value=0 0.000984541 internal_weight=0 172.657 internal_count=2847 2738 is_linear=0 shrinkage=0.0224292 Tree=4764 num_leaves=4 num_cat=0 split_feature=3 484 13 split_gain=5.92395 6.90241 1.37927 threshold=0.15360000000000004 0.087235000000000021 -0.43902499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00027099622841034361 0.021391825588403173 -0.017250900301246021 0.0072398093734543055 leaf_weight=159.35443338006735 6.8579789125360548 12.155025452157131 7.0414607976563257 leaf_count=2442 60 245 78 internal_value=0 -0.000972578 0.0142422 internal_weight=0 171.509 13.8994 internal_count=2825 2687 138 is_linear=0 shrinkage=0.0224292 Tree=4765 num_leaves=4 num_cat=0 split_feature=3 39 13 split_gain=5.8844 7.83215 1.3481 threshold=0.15360000000000004 0.0047850000000000011 -0.43902499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5911895420209951e-05 0.00041658890907922766 0.00021925516995173922 0.00014226561968871027 leaf_weight=150.63829714119493 6.8485965505242348 23.05138643088867 7.053887229296377 leaf_count=2364 60 323 78 internal_value=0 -1.93728e-05 0.000277788 internal_weight=0 173.69 13.9025 internal_count=2825 2687 138 is_linear=0 shrinkage=0.000439788 Tree=4766 num_leaves=4 num_cat=0 split_feature=3 39 0 split_gain=5.96529 7.83556 2.1945 threshold=0.15360000000000004 0.0047850000000000011 -0.105195 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4178590627281968e-05 0.00010526146259148588 0.00022144650040327105 0.00045326597347763407 leaf_weight=150.45583055446332 6.9883063656743616 22.978864510048879 7.0420840133447182 leaf_count=2364 74 323 64 internal_value=0 -1.76399e-05 0.000280309 internal_weight=0 173.435 14.0304 internal_count=2825 2687 138 is_linear=0 shrinkage=0.000439788 Tree=4767 num_leaves=4 num_cat=0 split_feature=3 39 13 split_gain=5.70768 7.4298 1.34673 threshold=0.15360000000000004 0.0047850000000000011 -0.43902499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027674137751278142 0.021158382165562498 0.011036791610741954 0.0071173111689458116 leaf_weight=148.96059996008989 6.7785359023837373 22.569803829188459 7.0090919889043999 leaf_count=2364 60 323 78 internal_value=0 -0.000950044 0.0140402 internal_weight=0 171.53 13.7876 internal_count=2825 2687 138 is_linear=0 shrinkage=0.0224292 Tree=4768 num_leaves=4 num_cat=0 split_feature=480 150 42 split_gain=4.54877 4.74006 1.02223 threshold=0.086640000000000009 -0.20684999999999998 0.089840000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043991018993281265 -0.00054789363245818536 2.8598999965852583e-05 -0.00013880546261425944 leaf_weight=5.5647265966981641 2.9716669266636009 183.95038772124099 1.9803156295965889 leaf_count=24 110 2634 80 internal_value=0 4.07194e-05 -0.000385459 internal_weight=0 189.515 4.95198 internal_count=2848 2658 190 is_linear=0 shrinkage=0.000439788 Tree=4769 num_leaves=3 num_cat=0 split_feature=33 3 split_gain=4.51746 4.91602 threshold=-0.007134999999999999 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019738433797384113 -0.0023865905302769227 0.0050505285134569977 leaf_weight=4.8669172320514908 73.964808472956065 113.00411690307374 leaf_count=38 1543 1267 internal_value=0 0.00210846 internal_weight=0 186.969 internal_count=2848 2810 is_linear=0 shrinkage=0.0224292 Tree=4770 num_leaves=4 num_cat=0 split_feature=480 150 42 split_gain=4.39251 4.64318 0.987968 threshold=0.086640000000000009 -0.20684999999999998 0.089840000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022316416262678281 -0.027853556818407607 0.0014466285603764143 -0.0070322584496464394 leaf_weight=5.5074606370180836 2.8897618227347257 181.40353164375119 1.9194998888124244 leaf_count=24 110 2634 80 internal_value=0 0.00206379 -0.0196039 internal_weight=0 186.911 4.80926 internal_count=2848 2658 190 is_linear=0 shrinkage=0.0224292 Tree=4771 num_leaves=3 num_cat=0 split_feature=33 3 split_gain=4.32245 4.69473 threshold=-0.007134999999999999 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019354698642369959 -0.0023648855230527831 0.0049060654357915533 leaf_weight=4.8606890444643787 73.913178857008461 112.87718413955008 leaf_count=38 1543 1267 internal_value=0 0.00202899 internal_weight=0 186.79 internal_count=2848 2810 is_linear=0 shrinkage=0.0224292 Tree=4772 num_leaves=4 num_cat=0 split_feature=131 155 1 split_gain=5.29587 4.11729 3.32209 threshold=0.092460000000000014 0.083500000000000005 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2228637547361681e-05 -0.00054353124346230043 -0.00036568420127174928 -5.8720474351275619e-05 leaf_weight=172.25649697289919 5.7762416244950128 5.7433207081048741 5.184444137616083 leaf_count=2386 231 174 94 internal_value=0 -2.95958e-09 -0.000314715 internal_weight=0 178 10.9607 internal_count=2885 2560 325 is_linear=0 shrinkage=0.000439788 Tree=4773 num_leaves=4 num_cat=0 split_feature=131 155 1 split_gain=5.36035 4.16999 3.35952 threshold=0.092460000000000014 0.083500000000000005 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5190935223148571e-05 -0.00054446340818888246 -0.00036696547387991374 -5.6067835866056963e-05 leaf_weight=172.18105711140379 5.7620372422388737 5.6864503066171883 5.1606903135543689 leaf_count=2386 231 174 94 internal_value=0 2.93526e-06 -0.00031421 internal_weight=0 177.868 10.9227 internal_count=2885 2560 325 is_linear=0 shrinkage=0.000439788 Tree=4774 num_leaves=4 num_cat=0 split_feature=131 155 1 split_gain=5.29754 4.0734 3.27983 threshold=0.092460000000000014 0.083500000000000005 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00075601748755421249 -0.027902475822125548 -0.018710251771391389 -0.0030361792485183166 leaf_weight=169.06372378149536 5.613471781020051 5.5673630575765847 5.0805795336491428 leaf_count=2386 231 174 94 internal_value=0 0.000133442 -0.0161153 internal_weight=0 174.631 10.6941 internal_count=2885 2560 325 is_linear=0 shrinkage=0.0224292 Tree=4775 num_leaves=4 num_cat=0 split_feature=155 131 0 split_gain=5.2916 5.24765 0.080925 threshold=0.090655000000000013 0.097425000000000012 -0.064964999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.0482517513072149e-06 -0.00055456471682774398 -0.00038647841616131021 -0.00042207908214464114 leaf_weight=177.61867503826215 1.9533472778275607 6.714700757758691 2.6887766656000158 leaf_count=2470 65 250 100 internal_value=0 -5.3981e-06 -0.00047987 internal_weight=0 184.333 4.64212 internal_count=2885 2720 165 is_linear=0 shrinkage=0.000439788 Tree=4776 num_leaves=4 num_cat=0 split_feature=43 48 13 split_gain=5.69147 7.03643 7.02582 threshold=-0.15765999999999997 0.12879500000000002 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004510746264273123 -1.3576921370399416e-05 -0.00044797304890538262 -3.6584925036261072e-05 leaf_weight=11.10236255603377 155.25071610126179 7.5445570008596397 11.747096175444311 leaf_count=78 2540 67 144 internal_value=0 -3.37587e-05 0.000200544 internal_weight=0 162.795 22.8495 internal_count=2829 2607 222 is_linear=0 shrinkage=0.000439788 Tree=4777 num_leaves=4 num_cat=0 split_feature=43 48 13 split_gain=5.55101 7.27655 7.21275 threshold=-0.15765999999999997 0.12879500000000002 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02332163479803517 -0.00061480429767218577 -0.023382910276212945 -0.0021438010900783617 leaf_weight=10.882077013142409 151.44460959010758 7.3878909687628029 11.489959092286879 leaf_count=78 2540 67 144 internal_value=0 -0.00167652 0.0102523 internal_weight=0 158.833 22.372 internal_count=2829 2607 222 is_linear=0 shrinkage=0.0224292 Tree=4778 num_leaves=4 num_cat=0 split_feature=43 48 13 split_gain=5.31398 6.96581 6.92895 threshold=-0.15765999999999997 0.12879500000000002 0.16421000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022888016820991654 -0.00060103502458977345 -0.022892900373950597 -0.0020956921858821483 leaf_weight=10.840379566070625 151.44003003263788 7.3773043131805016 11.49052811891306 leaf_count=78 2540 67 144 internal_value=0 -0.00163915 0.0100417 internal_weight=0 158.817 22.3309 internal_count=2829 2607 222 is_linear=0 shrinkage=0.0224292 Tree=4779 num_leaves=4 num_cat=0 split_feature=484 43 150 split_gain=5.17081 5.14658 4.00621 threshold=-0.0048899999999999994 -0.074359999999999996 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038427309379711057 0.00011219231382284329 -4.4307338434019207e-05 0.00027105601696634683 leaf_weight=10.640452362858921 66.124764024280012 105.39761280697712 2.1576220691204062 leaf_count=433 887 1493 16 internal_value=0 1.60317e-05 -0.000273552 internal_weight=0 171.522 12.7981 internal_count=2829 2380 449 is_linear=0 shrinkage=0.000439788 Tree=4780 num_leaves=4 num_cat=0 split_feature=132 128 42 split_gain=4.46239 5.33757 2.39175 threshold=0.092880000000000004 0.085400000000000018 -0.085264999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016191318044161265 0.030896224135452573 -0.023671755951005759 0.0065616212252196321 leaf_weight=172.6789572261041 3.2188854996929877 4.9797172384860451 5.492525512527207 leaf_count=2463 59 168 112 internal_value=0 -0.00082336 0.0156012 internal_weight=0 177.659 8.71141 internal_count=2802 2631 171 is_linear=0 shrinkage=0.0224292 Tree=4781 num_leaves=4 num_cat=0 split_feature=132 128 0 split_gain=4.27387 4.97979 4.92966 threshold=0.092880000000000004 1.0000000180025095e-35 -0.077784999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001438494715119176 -0.0048502224366819939 -0.022128261331440503 0.029404011705093772 leaf_weight=172.26513967165374 3.5892207687720656 5.3250528578355434 5.1052172568161023 leaf_count=2457 87 174 84 internal_value=0 -0.000805361 0.0152836 internal_weight=0 177.59 8.69444 internal_count=2802 2631 171 is_linear=0 shrinkage=0.0224292 Tree=4782 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=4.07081 6.91062 4.77702 threshold=0.10100500000000003 -0.0061199999999999996 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016580765525927961 0.0001426772309493543 4.3174655684402075e-05 -0.00017789957903210807 leaf_weight=53.963744623615639 53.536967529915273 70.654849722573999 10.787129170028491 leaf_count=895 652 1174 81 internal_value=0 -4.73327e-05 8.88798e-05 internal_weight=0 124.619 64.3241 internal_count=2802 2069 733 is_linear=0 shrinkage=0.000439788 Tree=4783 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=4.60744 6.8043 4.73623 threshold=0.10100500000000003 -0.0061199999999999996 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016622149428574269 0.00014654187385343919 4.0012940442055139e-05 -0.00016976553533950997 leaf_weight=54.604239679407328 55.079225545166992 71.357569423038512 10.963938712608067 leaf_count=895 652 1174 81 internal_value=0 -4.9401e-05 9.39972e-05 internal_weight=0 125.962 66.0432 internal_count=2802 2069 733 is_linear=0 shrinkage=0.000439788 Tree=4784 num_leaves=4 num_cat=0 split_feature=1 48 403 split_gain=5.78999 10.8898 8.06564 threshold=1.0000000180025095e-35 0.092825000000000005 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015826086673737449 4.5751476126070722e-05 0.00031837413568245172 0.00052378633023973014 leaf_weight=59.538282909372356 113.17654362198664 10.962275990459601 7.2462102018762371 leaf_count=1334 1259 137 111 internal_value=0 -8.40818e-05 7.45948e-05 internal_weight=0 70.5006 120.423 internal_count=2841 1471 1370 is_linear=0 shrinkage=0.000439788 Tree=4785 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=5.82825 4.681 threshold=-1.0000000180025095e-35 0.11362500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01959471146364318 0.0023917304247134045 -0.015964085149042549 leaf_weight=6.717708970536477 173.49357530455745 7.2634749367716713 leaf_count=65 2559 217 internal_value=0 0.00165252 internal_weight=0 180.757 internal_count=2841 2776 is_linear=0 shrinkage=0.0224292 Tree=4786 num_leaves=3 num_cat=0 split_feature=39 42 split_gain=5.57197 4.49361 threshold=-1.0000000180025095e-35 0.11362500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019162207309255112 0.0023379959631910055 -0.015694360422979448 leaf_weight=6.7157132256543255 173.50059461267665 7.2233791610342442 leaf_count=65 2559 217 internal_value=0 0.00161568 internal_weight=0 180.724 internal_count=2841 2776 is_linear=0 shrinkage=0.0224292 Tree=4787 num_leaves=4 num_cat=0 split_feature=1 48 403 split_gain=5.93351 11.0495 8.34086 threshold=1.0000000180025095e-35 0.092825000000000005 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015871077431218601 4.6897268449381819e-05 0.00032062568987931497 0.00053481097719721446 leaf_weight=59.865341962999082 113.94170700368704 10.993502674798945 7.1864853400038546 leaf_count=1334 1259 137 111 internal_value=0 -8.42771e-05 7.59247e-05 internal_weight=0 70.8588 121.128 internal_count=2841 1471 1370 is_linear=0 shrinkage=0.000439788 Tree=4788 num_leaves=4 num_cat=0 split_feature=484 3 3 split_gain=4.74225 5.09362 4.54868 threshold=-0.0048899999999999994 -0.15490999999999996 0.12526000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022416747247829313 0.013016546846089912 -0.00056064856793784949 0.0067729226370073408 leaf_weight=8.8420329185901192 15.196607335528823 160.81935441956739 3.8430842617526642 leaf_count=403 170 2246 24 internal_value=0 0.000612844 -0.0135766 internal_weight=0 176.016 12.6851 internal_count=2843 2416 427 is_linear=0 shrinkage=0.0224292 Tree=4789 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=4.85289 7.70835 4.57589 threshold=0.099325000000000011 -0.0063699999999999989 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018503877652879705 0.00018738109993328916 3.3556616005095683e-05 -4.9319992032604535e-05 leaf_weight=53.618222918608808 38.190728003275581 74.578415201453026 26.918575179297477 leaf_count=913 497 1190 243 internal_value=0 -5.78848e-05 8.95344e-05 internal_weight=0 128.197 65.1093 internal_count=2843 2103 740 is_linear=0 shrinkage=0.000439788 Tree=4790 num_leaves=4 num_cat=0 split_feature=484 3 3 split_gain=4.49927 4.93836 4.53671 threshold=-0.0048899999999999994 -0.15490999999999996 0.12526000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043050063119578141 0.00024903024425152246 -9.6300179688662387e-06 0.00013704705115104461 leaf_weight=8.8774684933596273 15.619908281136302 163.80963062059891 3.9153617378324261 leaf_count=403 170 2246 24 internal_value=0 1.29113e-05 -0.000256852 internal_weight=0 179.43 12.7928 internal_count=2843 2416 427 is_linear=0 shrinkage=0.000439788 Tree=4791 num_leaves=4 num_cat=0 split_feature=1 15 3 split_gain=4.83356 7.6872 4.49686 threshold=0.099325000000000011 -0.0063699999999999989 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018140499723625408 0.00018906079521883973 3.6792107887527216e-05 -4.546536790613031e-05 leaf_weight=53.745289253580268 38.328363569336943 74.493065062531969 26.898855324834585 leaf_count=913 497 1190 243 internal_value=0 -5.46687e-05 9.23603e-05 internal_weight=0 128.238 65.2272 internal_count=2843 2103 740 is_linear=0 shrinkage=0.000439788 Tree=4792 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=7.71516 8.81372 5.49991 threshold=0.095575000000000007 -0.082084999999999977 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3419111180862419e-05 0.0001363742998156736 -0.00018549953808594578 -0.00020102528168780825 leaf_weight=37.811703546962235 59.807581253699027 77.572090729343472 11.056705271708777 leaf_count=565 708 1429 128 internal_value=0 -0.000100653 8.36911e-05 internal_weight=0 115.384 70.8643 internal_count=2830 1994 836 is_linear=0 shrinkage=0.000439788 Tree=4793 num_leaves=4 num_cat=0 split_feature=1 13 15 split_gain=6.33411 7.76571 5.44981 threshold=0.095575000000000007 -0.075169999999999987 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012876431955051814 0.0065694386547811351 -0.00051319796451213949 -0.010720389147552991 leaf_weight=38.893386185605777 58.355156549019739 74.485138604330132 10.862956185708752 leaf_count=866 708 1128 128 internal_value=0 -0.00475574 0.0038538 internal_weight=0 113.379 69.2181 internal_count=2830 1994 836 is_linear=0 shrinkage=0.0224292 Tree=4794 num_leaves=4 num_cat=0 split_feature=1 4 13 split_gain=6.06391 8.71458 5.12633 threshold=0.095575000000000007 -0.082084999999999977 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.004228279339091325 0.009803648994663074 -0.0090147343383165882 -0.0024125239954124961 leaf_weight=37.244866825290956 34.988448964315467 75.944100798413274 34.114870772114955 leaf_count=565 496 1429 340 internal_value=0 -0.00465714 0.00377378 internal_weight=0 113.189 69.1033 internal_count=2830 1994 836 is_linear=0 shrinkage=0.0224292 Tree=4795 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=5.80556 8.35274 5.19634 threshold=0.095575000000000007 -0.082084999999999977 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041309351164395122 0.0063598965964365393 -0.0088375412599698312 -0.010519733817471502 leaf_weight=37.267659595876466 58.101994604454376 75.73207544410252 10.876868958584962 leaf_count=565 708 1429 128 internal_value=0 -0.00456052 0.00369607 internal_weight=0 113 68.9789 internal_count=2830 1994 836 is_linear=0 shrinkage=0.0224292 Tree=4796 num_leaves=4 num_cat=0 split_feature=3 49 43 split_gain=5.25387 8.63855 7.91482 threshold=-0.078669999999999976 -0.081629999999999994 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018407766907418879 0.00025983787143140123 -0.00017000964161780366 -1.0504177325113021e-05 leaf_weight=17.072303924360313 27.876538427080959 60.500265828231932 84.071499006968224 leaf_count=98 359 1475 905 internal_value=0 -9.20554e-05 5.68474e-05 internal_weight=0 77.5726 111.948 internal_count=2837 1573 1264 is_linear=0 shrinkage=0.000439788 Tree=4797 num_leaves=4 num_cat=0 split_feature=3 49 43 split_gain=4.69786 8.35502 8.18342 threshold=-0.078669999999999976 -0.081629999999999994 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.009554942541924764 0.013542961118071444 -0.0083650945546806469 -0.00062711073452458781 leaf_weight=16.826744914345909 27.272381233167835 58.69020681771508 82.422131645740592 leaf_count=98 359 1475 905 internal_value=0 -0.00437073 0.00289761 internal_weight=0 75.517 109.695 internal_count=2837 1573 1264 is_linear=0 shrinkage=0.0224292 Tree=4798 num_leaves=4 num_cat=0 split_feature=3 49 43 split_gain=4.49668 8.00085 7.84248 threshold=-0.078669999999999976 -0.081629999999999994 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0093450656125270495 0.013270886439507338 -0.0081991749335296182 -0.00061301471905671949 leaf_weight=16.81927770760376 27.208396584494039 58.536998865631176 82.426623283230583 leaf_count=98 359 1475 905 internal_value=0 -0.00428198 0.0028343 internal_weight=0 75.3563 109.635 internal_count=2837 1573 1264 is_linear=0 shrinkage=0.0224292 Tree=4799 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=4.45714 7.89044 1.28419 threshold=-0.26248499999999991 -0.11532999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019980684865370112 -0.015501037680572047 0.00062937521274219425 0.018790802540686817 leaf_weight=3.2662453791126609 16.879357703612186 156.94071440389962 7.6921026518102718 leaf_count=23 240 2388 186 internal_value=0 -0.000938551 0.0137977 internal_weight=0 173.82 10.9583 internal_count=2837 2628 209 is_linear=0 shrinkage=0.0224292 Tree=4800 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=6.86694 4.49857 threshold=-0.4290699999999999 -0.27047999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02406119177365262 0.016248057243748708 -0.00011216701027111713 leaf_weight=5.7995139413687857 8.8749575481051561 171.35704266421089 leaf_count=256 52 2558 internal_value=0 0.000695076 internal_weight=0 180.232 internal_count=2866 2610 is_linear=0 shrinkage=0.0224292 Tree=4801 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=6.70168 4.38365 threshold=-0.4290699999999999 0.10290000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024026135734903926 -0.0016809234971134584 0.005861952769965712 leaf_weight=5.6790920614730558 123.84814076698967 56.394598902959842 leaf_count=256 1995 615 internal_value=0 0.000679473 internal_weight=0 180.243 internal_count=2866 2610 is_linear=0 shrinkage=0.0224292 Tree=4802 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=6.83473 4.46979 threshold=-0.4290699999999999 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047108754998202089 -0.00035612030905613059 2.3871582323555393e-05 leaf_weight=5.8454041663790113 6.1754976031952529 178.85224425856723 leaf_count=256 348 2262 internal_value=0 1.11535e-05 internal_weight=0 185.028 internal_count=2866 2610 is_linear=0 shrinkage=0.000439788 Tree=4803 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=6.54326 4.36409 threshold=-0.4290699999999999 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023991636796381541 -0.018243651924518104 0.001307038716983381 leaf_weight=5.5641638711676924 5.9204695914522736 174.24753423217044 leaf_count=256 348 2262 internal_value=0 0.000662722 internal_weight=0 180.168 internal_count=2866 2610 is_linear=0 shrinkage=0.0224292 Tree=4804 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=5.02065 5.95679 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014693106534537266 -0.022260216947419365 -0.00069587696794157607 leaf_weight=13.725531520380171 4.9862896153354077 159.42085658787983 leaf_count=210 57 2532 internal_value=0 0.000525512 internal_weight=0 173.146 internal_count=2799 2742 is_linear=0 shrinkage=0.0224292 Tree=4805 num_leaves=3 num_cat=0 split_feature=52 1456 split_gain=5.0873 4.86731 threshold=-0.51745999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047017643352867747 -0.00039400132882385795 2.2934249130288022e-05 leaf_weight=4.358947883185464 5.5734462518739738 171.06525472211069 leaf_count=192 241 2366 internal_value=0 9.7376e-06 internal_weight=0 176.639 internal_count=2799 2607 is_linear=0 shrinkage=0.000439788 Tree=4806 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=4.79477 5.74901 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014493887293532196 -0.021751294944900156 -0.00068092837551199923 leaf_weight=13.61415393266361 4.9871676387847392 159.45859800919425 leaf_count=210 57 2532 internal_value=0 0.000514211 internal_weight=0 173.073 internal_count=2799 2742 is_linear=0 shrinkage=0.0224292 Tree=4807 num_leaves=3 num_cat=0 split_feature=52 1456 split_gain=5.02189 4.99356 threshold=-0.51745999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046954290350605891 -0.00039569560829322167 2.3874302670065022e-05 leaf_weight=4.3001713689882299 5.6490303077734998 171.14390118487063 leaf_count=192 241 2366 internal_value=0 1.04266e-05 internal_weight=0 176.793 internal_count=2799 2607 is_linear=0 shrinkage=0.000439788 Tree=4808 num_leaves=4 num_cat=0 split_feature=481 1 483 split_gain=4.57633 4.13175 0.369975 threshold=-0.029924999999999997 0.077020000000000019 0.091685000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026378524481478292 -0.0030984652121410659 0.0039663906580240773 -0.012239673422256925 leaf_weight=2.9359101961308616 65.858926142071141 113.19355386204552 1.4388048987893851 leaf_count=180 1295 1274 60 internal_value=0 0.00136775 -0.0218018 internal_weight=0 179.052 4.37472 internal_count=2809 2569 240 is_linear=0 shrinkage=0.0224292 Tree=4809 num_leaves=4 num_cat=0 split_feature=481 1 483 split_gain=4.5795 4.89418 0.393405 threshold=-0.029924999999999997 0.077020000000000019 0.093420000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051364075362532956 -6.5646851111291526e-05 8.2864362608121845e-05 -0.00023125380517057388 leaf_weight=2.9868829835613715 67.82432490940846 116.8097218007315 1.4718358654354231 leaf_count=185 1295 1274 55 internal_value=0 2.83084e-05 -0.000421807 internal_weight=0 184.634 4.45872 internal_count=2809 2569 240 is_linear=0 shrinkage=0.000439788 Tree=4810 num_leaves=4 num_cat=0 split_feature=481 49 159 split_gain=4.43465 4.03415 0.367568 threshold=-0.029924999999999997 -0.15378499999999998 -0.084084999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012158141157565203 0.013879899742277199 0.0004357165261058356 -0.026283350863250024 leaf_weight=1.4446563991368746 12.018596108071504 167.00331583904335 2.8683300283155395 leaf_count=87 65 2504 153 internal_value=0 0.00133967 -0.0216265 internal_weight=0 179.022 4.31299 internal_count=2809 2569 240 is_linear=0 shrinkage=0.0224292 Tree=4811 num_leaves=4 num_cat=0 split_feature=481 1 159 split_gain=4.29686 3.97266 0.372155 threshold=-0.029924999999999997 0.077020000000000019 -0.084084999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011939625238140654 -0.0030698928829481615 0.003858928551139007 -0.026210403539767228 leaf_weight=1.438520402414724 65.838160399973276 113.13793582876679 2.8124824466358396 leaf_count=87 1295 1274 153 internal_value=0 0.00131004 -0.0214562 internal_weight=0 178.976 4.251 internal_count=2809 2569 240 is_linear=0 shrinkage=0.0224292 Tree=4812 num_leaves=4 num_cat=0 split_feature=13 12 0 split_gain=4.85359 8.72749 2.77731 threshold=-0.24921999999999997 0.092355000000000007 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1033629555233653e-06 5.3736357166258371e-06 -0.00024560099860105439 0.00037179596890030917 leaf_weight=7.5139032446313676 129.39481452963082 33.779690569703234 8.8207984841428679 leaf_count=84 1848 859 61 internal_value=0 -4.66047e-05 0.000204703 internal_weight=0 163.175 16.3347 internal_count=2852 2707 145 is_linear=0 shrinkage=0.000439788 Tree=4813 num_leaves=4 num_cat=0 split_feature=131 483 12 split_gain=6.61889 5.14792 3.79211 threshold=0.08956500000000002 0.083960000000000021 0.083325000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0009135391185896471 0.011469453664179416 -0.016292287289095472 -0.022997471856811929 leaf_weight=155.69678088254295 1.9039716810802918 9.2496242347988282 9.8979298291960713 leaf_count=2203 55 270 324 internal_value=0 -5.30778e-05 -0.0174275 internal_weight=0 164.946 11.8019 internal_count=2852 2473 379 is_linear=0 shrinkage=0.0224292 Tree=4814 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=6.55312 5.31533 4.32435 threshold=0.08956500000000002 -0.24921999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024441513890625607 0.00028652476406743576 -2.5506679311686783e-05 -0.00044713743318023101 leaf_weight=15.529479558113961 1.8181481417850598 152.54433678483474 10.226328185934104 leaf_count=127 51 2346 328 internal_value=0 -5.41843e-07 -0.000336111 internal_weight=0 168.074 12.0445 internal_count=2852 2473 379 is_linear=0 shrinkage=0.000439788 Tree=4815 num_leaves=4 num_cat=0 split_feature=131 13 12 split_gain=6.41513 4.95081 3.94568 threshold=0.08956500000000002 -0.24921999999999997 0.082480000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012145442459574954 0.013226049666011052 -0.0012888793169965153 -0.022819259226131483 leaf_weight=15.180769625003448 1.7942676692036901 149.79774375463603 9.8596430313191359 leaf_count=127 53 2346 326 internal_value=0 -5.14357e-05 -0.0172571 internal_weight=0 164.979 11.6539 internal_count=2852 2473 379 is_linear=0 shrinkage=0.0224292 Tree=4816 num_leaves=4 num_cat=0 split_feature=1 15 132 split_gain=6.17052 8.60517 6.38744 threshold=0.086005000000000012 0.088235000000000022 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016050410695828767 5.1591002412574549e-05 0.00018269042436940501 0.00042576486499852677 leaf_weight=58.512836393929319 98.268953008227982 18.610552530735731 9.6764830198953842 leaf_count=1174 1134 379 125 internal_value=0 -7.76635e-05 8.52022e-05 internal_weight=0 77.1234 107.945 internal_count=2812 1553 1259 is_linear=0 shrinkage=0.000439788 Tree=4817 num_leaves=4 num_cat=0 split_feature=1 15 132 split_gain=5.31032 8.95283 6.32367 threshold=0.086005000000000012 0.088235000000000022 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078909501671448733 0.002533565050310715 0.010130002743419547 0.021837962962566081 leaf_weight=57.384204559333739 96.124007145583164 18.268824327125913 9.3504460878903028 leaf_count=1174 1134 379 125 internal_value=0 -0.00353776 0.00424857 internal_weight=0 75.653 105.474 internal_count=2812 1553 1259 is_linear=0 shrinkage=0.0224292 Tree=4818 num_leaves=4 num_cat=0 split_feature=3 1 0 split_gain=5.92128 6.62272 4.99663 threshold=0.14813000000000001 0.086005000000000012 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010557513253028303 -5.6915966133983606e-06 7.0633938263609872e-05 0.00049690142513460179 leaf_weight=71.283802666468546 6.7385012316517523 97.873153808701318 8.8309843711904232 leaf_count=1539 74 1121 78 internal_value=0 -3.6252e-06 0.000279638 internal_weight=0 169.157 15.5695 internal_count=2812 2660 152 is_linear=0 shrinkage=0.000439788 Tree=4819 num_leaves=4 num_cat=0 split_feature=3 1 0 split_gain=5.32138 5.86021 5.16189 threshold=0.14813000000000001 0.086005000000000012 -0.11173999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051121097253528777 -0.0013212529018559775 0.0034217058383092668 0.025134304460167609 leaf_weight=70.095385607331991 6.5257197582395738 95.76289715396706 8.5749759726459143 leaf_count=1539 74 1121 78 internal_value=0 -0.000185047 0.0137144 internal_weight=0 165.858 15.1007 internal_count=2812 2660 152 is_linear=0 shrinkage=0.0224292 Tree=4820 num_leaves=4 num_cat=0 split_feature=403 13 13 split_gain=8.48544 6.97394 0.421918 threshold=0.09389500000000002 0.25761500000000009 -0.076679999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6287144094418153e-05 -0.00030689878721295671 -0.00050262709508665519 -0.00055468259654205309 leaf_weight=169.25630231258401 1.9717469319002701 4.7563305101357392 4.7139915380394077 leaf_count=2533 94 69 122 internal_value=0 2.15033e-05 -0.000482689 internal_weight=0 174.013 6.68574 internal_count=2818 2602 216 is_linear=0 shrinkage=0.000439788 Tree=4821 num_leaves=4 num_cat=0 split_feature=403 42 13 split_gain=8.39322 8.00502 0.406423 threshold=0.09389500000000002 -0.11244999999999998 -0.078624999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046288265914308014 -0.00030561641659299988 3.9214150156719992e-05 -0.00055385837473932286 leaf_weight=6.3575179701583684 1.8656427046516908 166.58270185749279 4.7161820463370523 leaf_count=149 93 2453 123 internal_value=0 2.07073e-05 -0.000484581 internal_weight=0 172.94 6.58182 internal_count=2818 2602 216 is_linear=0 shrinkage=0.000439788 Tree=4822 num_leaves=4 num_cat=0 split_feature=403 42 402 split_gain=8.31524 8.10941 0.317498 threshold=0.09389500000000002 -0.11244999999999998 0.090045000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023904533596467391 -0.029862780805513509 0.0019941594715777926 -0.019608349181593251 leaf_weight=6.2970133591588811 3.2411846095928913 164.24600493717298 3.2421082448563538 leaf_count=149 96 2453 120 internal_value=0 0.00103533 -0.0248075 internal_weight=0 170.543 6.48329 internal_count=2818 2602 216 is_linear=0 shrinkage=0.0224292 Tree=4823 num_leaves=4 num_cat=0 split_feature=42 393 2 split_gain=7.69635 4.73637 3.11035 threshold=-0.11244999999999998 0.085305000000000006 0.074875000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00084532005270978325 3.2324377809200921e-05 -0.00034749514168107314 -0.00022848450994627985 leaf_weight=2.5135114912409326 168.5007346693892 6.5796694562304756 4.2647782829008065 leaf_count=28 2527 127 136 internal_value=0 1.80141e-05 -0.00045895 internal_weight=0 175.08 6.77829 internal_count=2818 2654 164 is_linear=0 shrinkage=0.000439788 Tree=4824 num_leaves=4 num_cat=0 split_feature=133 133 42 split_gain=4.65735 4.87566 0.36775 threshold=-0.26577499999999993 -0.15835999999999997 -0.0009549999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014070765037947342 0.022745804733788521 0.00057424517769549116 -0.028151129011932608 leaf_weight=1.576495572706335 5.1200194734265088 171.59605285293947 2.5427555536734863 leaf_count=120 59 2637 52 internal_value=0 0.00121901 -0.0228522 internal_weight=0 176.716 4.11925 internal_count=2868 2696 172 is_linear=0 shrinkage=0.0224292 Tree=4825 num_leaves=4 num_cat=0 split_feature=133 133 42 split_gain=4.51367 4.66694 0.368122 threshold=-0.26577499999999993 -0.15835999999999997 -0.0009549999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013872045325233265 0.022266907096172801 0.00056135793925947246 -0.028038431345044232 leaf_weight=1.5636333871225359 5.1133170658722511 171.59874284869875 2.4963153085554941 leaf_count=120 59 2637 52 internal_value=0 0.00119176 -0.0226729 internal_weight=0 176.712 4.05995 internal_count=2868 2696 172 is_linear=0 shrinkage=0.0224292 Tree=4826 num_leaves=4 num_cat=0 split_feature=1 131 3 split_gain=4.55028 5.76731 3.2456 threshold=0.10100500000000003 0.086210000000000023 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053453158163483511 0.0095381385272516137 -0.020233276098837929 -0.0016405241193632901 leaf_weight=114.20576109786634 38.847491208347492 7.9817480416968456 19.675450271053705 leaf_count=1857 515 301 195 internal_value=0 -0.00182429 0.00578056 internal_weight=0 122.188 58.5229 internal_count=2868 2158 710 is_linear=0 shrinkage=0.0224292 Tree=4827 num_leaves=4 num_cat=0 split_feature=1 13 47 split_gain=4.82535 5.57838 4.38794 threshold=0.10100500000000003 0.19597000000000001 0.089100000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0034226310297323e-05 0.00019842109614809128 -0.00052267794986912816 -5.4451583317879755e-05 leaf_weight=119.60212973989837 39.81103649555007 4.4095867623691438 19.894685421022587 leaf_count=2060 536 98 174 internal_value=0 -3.79848e-05 0.00011417 internal_weight=0 124.012 59.7057 internal_count=2868 2158 710 is_linear=0 shrinkage=0.000439788 Tree=4828 num_leaves=4 num_cat=0 split_feature=15 43 1 split_gain=5.8015 5.72453 0.952626 threshold=-0.26248499999999991 -0.074359999999999996 0.11287500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018386645790817273 0.00010285398342465159 -5.8738668944431815e-05 0.0004435191949665612 leaf_weight=4.8717710524797422 70.122764127983828 107.19568007942871 6.3364199849893339 leaf_count=36 1068 1559 177 internal_value=0 5.16933e-06 0.000331163 internal_weight=0 177.318 11.2082 internal_count=2840 2627 213 is_linear=0 shrinkage=0.000439788 Tree=4829 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=5.46412 4.94665 threshold=0.077685000000000018 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0066998169411696994 -0.020737621431143018 -0.00095175791122246577 leaf_weight=68.666643751959782 5.4770203588996074 111.50089509526151 leaf_count=1113 101 1626 internal_value=0 0.00196486 internal_weight=0 180.168 internal_count=2840 2739 is_linear=0 shrinkage=0.0224292 Tree=4830 num_leaves=4 num_cat=0 split_feature=15 9 1 split_gain=5.57241 5.51314 0.948822 threshold=-0.26248499999999991 0.083710000000000021 0.11287500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018081756735332703 2.3607423123330315e-05 -0.00034867715951601236 0.00044186122121869938 leaf_weight=4.8127642553299648 168.58270338155853 8.0425009068567288 6.2211917692329735 leaf_count=36 2561 66 177 internal_value=0 6.61986e-06 0.000328509 internal_weight=0 176.625 11.034 internal_count=2840 2627 213 is_linear=0 shrinkage=0.000439788 Tree=4831 num_leaves=3 num_cat=0 split_feature=14 15 split_gain=5.54175 5.00985 threshold=0.078275000000000025 -0.26248499999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00032697450672740911 -0.00041473455160993534 2.0913134158538724e-05 leaf_weight=10.983401948120443 5.3335604108287944 172.94608633240568 leaf_count=212 95 2533 internal_value=0 3.92217e-05 internal_weight=0 183.929 internal_count=2840 2745 is_linear=0 shrinkage=0.000439788 Tree=4832 num_leaves=4 num_cat=0 split_feature=3 2 43 split_gain=5.79097 6.7657 6.58823 threshold=-0.078914999999999985 0.086610000000000006 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01283718245006322 0.01297358468143695 0.00083830777144999324 0.00029334353696321012 leaf_weight=30.133140584483044 27.480711906915531 45.903700232360279 82.314259874547133 leaf_count=780 371 825 933 internal_value=0 -0.0045831 0.0034688 internal_weight=0 76.0368 109.795 internal_count=2909 1605 1304 is_linear=0 shrinkage=0.0224292 Tree=4833 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=5.54221 6.71335 6.31645 threshold=-0.078914999999999985 -0.089704999999999993 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083688517017204366 0.012714106642211953 -0.012841992666299457 0.00028677352388330576 leaf_weight=46.351534783534589 27.413764243305195 29.53923366474919 82.312024974671658 leaf_count=643 371 962 933 internal_value=0 -0.00448928 0.00339328 internal_weight=0 75.8908 109.726 internal_count=2909 1605 1304 is_linear=0 shrinkage=0.0224292 Tree=4834 num_leaves=4 num_cat=0 split_feature=3 2 43 split_gain=5.30756 6.51933 6.05521 threshold=-0.078914999999999985 0.086610000000000006 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0125557052519715 0.012458764452826543 0.00091243158676552159 0.00028035031531829248 leaf_weight=29.847346346417908 27.349269007740077 45.812834837954142 82.309841608075658 leaf_count=780 371 825 933 internal_value=0 -0.00440247 0.00331932 internal_weight=0 75.6602 109.659 internal_count=2909 1605 1304 is_linear=0 shrinkage=0.0224292 Tree=4835 num_leaves=4 num_cat=0 split_feature=13 403 16 split_gain=5.11482 5.71038 3.84722 threshold=0.17850500000000002 0.092300000000000007 0.18438500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011169405204392091 -0.025889264567779544 0.017555326398759171 0.00038621495772505119 leaf_weight=163.74415101739578 6.389998611120971 9.9995913055026886 4.98179767630063 leaf_count=2543 126 207 33 internal_value=0 0.00111746 -0.0143971 internal_weight=0 173.744 11.3718 internal_count=2909 2750 159 is_linear=0 shrinkage=0.0224292 Tree=4836 num_leaves=4 num_cat=0 split_feature=457 1 0 split_gain=4.82395 5.73255 4.16896 threshold=0.082870000000000013 0.12829500000000002 -0.23033499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023051281122403967 0.022838435153181465 0.012074597532766974 0.0038936912415333124 leaf_weight=139.60658578724542 7.9803497153334346 15.475487256131599 21.723023027530871 leaf_count=2409 37 231 200 internal_value=0 -0.00086888 0.00899494 internal_weight=0 155.082 29.7034 internal_count=2877 2640 237 is_linear=0 shrinkage=0.0224292 Tree=4837 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.62455 5.50038 4.08747 threshold=0.082870000000000013 0.12829500000000002 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022542025989291466 -0.00087886880521277817 0.011862569773470739 0.015973573415825865 leaf_weight=139.55946474625671 12.577210156945513 15.399988322169518 17.037708735326305 leaf_count=2409 101 231 136 internal_value=0 -0.000849978 0.00882053 internal_weight=0 154.959 29.6149 internal_count=2877 2640 237 is_linear=0 shrinkage=0.0224292 Tree=4838 num_leaves=4 num_cat=0 split_feature=457 1 0 split_gain=4.43995 5.27719 3.99715 threshold=0.082870000000000013 0.12829500000000002 -0.23033499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022043830987487851 0.022358071082304372 0.011653042820125832 0.0036817235575432325 leaf_weight=139.51353432238102 7.8448304655030396 15.32645116234198 21.637223938771058 leaf_count=2409 37 231 200 internal_value=0 -0.000831473 0.00866253 internal_weight=0 154.84 29.4821 internal_count=2877 2640 237 is_linear=0 shrinkage=0.0224292 Tree=4839 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.35176 5.20932 4.0268 threshold=0.082870000000000013 0.12829500000000002 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3139291186258978e-05 -2.0616565601214255e-05 0.00022539089480692179 0.00030671170921776371 leaf_weight=141.34944629433448 12.680732525652276 15.486287755309602 17.00699352560332 leaf_count=2409 101 231 136 internal_value=0 -1.65999e-05 0.000166974 internal_weight=0 156.836 29.6877 internal_count=2877 2640 237 is_linear=0 shrinkage=0.000439788 Tree=4840 num_leaves=4 num_cat=0 split_feature=160 52 1 split_gain=7.19427 5.16401 4.90661 threshold=0.10150000000000002 -0.4290699999999999 0.095695000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020871859182474261 -0.031521867957526026 0.00049784002992809791 0.00018907865064194692 leaf_weight=5.8773902239045119 6.4374960233108123 161.47253026081307 3.9598970885854214 leaf_count=222 157 2417 43 internal_value=0 -0.000254967 -0.0194664 internal_weight=0 167.35 10.3974 internal_count=2839 2639 200 is_linear=0 shrinkage=0.0224292 Tree=4841 num_leaves=4 num_cat=0 split_feature=160 52 1 split_gain=6.94153 5.01291 4.79527 threshold=0.10150000000000002 -0.4290699999999999 0.095695000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020724657049032424 -0.031246997710435754 0.0004866773802116074 0.00018487084640775721 leaf_weight=5.7875277577550142 6.349630371143574 161.47182112690643 3.9596349765779451 leaf_count=222 157 2417 43 internal_value=0 -0.000249561 -0.0191965 internal_weight=0 167.259 10.3093 internal_count=2839 2639 200 is_linear=0 shrinkage=0.0224292 Tree=4842 num_leaves=4 num_cat=0 split_feature=160 52 1 split_gain=6.69699 4.86559 4.6857 threshold=0.10150000000000002 -0.4290699999999999 0.095695000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020575708107897748 -0.030972138900780717 0.00047576486291540731 0.00018075590365955241 leaf_weight=5.6998065487132399 6.2634446207666752 161.47113567478664 3.9593787556514144 leaf_count=222 157 2417 43 internal_value=0 -0.000244267 -0.0189285 internal_weight=0 167.171 10.2228 internal_count=2839 2639 200 is_linear=0 shrinkage=0.0224292 Tree=4843 num_leaves=4 num_cat=0 split_feature=160 52 2 split_gain=6.35432 4.9093 3.88781 threshold=0.10150000000000002 -0.4290699999999999 0.097180000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004026473238029093 -0.00059443119725146449 9.3261646603160829e-06 -4.9920561263571463e-05 leaf_weight=5.772757099766749 5.8657536118407716 164.25169491850829 4.4636633105110377 leaf_count=222 135 2417 65 internal_value=0 -4.705e-06 -0.000359657 internal_weight=0 170.024 10.3294 internal_count=2839 2639 200 is_linear=0 shrinkage=0.000439788 Tree=4844 num_leaves=4 num_cat=0 split_feature=42 403 49 split_gain=6.68224 7.67019 6.56021 threshold=0.088950000000000015 0.093255000000000018 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012112756630748922 0.018701246984679693 0.025141039107553456 -0.01212196619071337 leaf_weight=138.54990159603767 3.9029103480279437 7.0639477490331037 30.483815011946717 leaf_count=1848 19 148 801 internal_value=0 0.00237529 -0.00861508 internal_weight=0 145.614 34.3867 internal_count=2816 1996 820 is_linear=0 shrinkage=0.0224292 Tree=4845 num_leaves=4 num_cat=0 split_feature=42 403 49 split_gain=6.40544 7.25565 6.29941 threshold=0.088950000000000015 0.093255000000000018 -0.21083999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011841181861092984 0.018392723861168331 0.024361234476239391 -0.011896982685313445 leaf_weight=138.54914104529598 3.8799530193209639 7.1264437884092322 30.365353690023767 leaf_count=1848 19 148 801 internal_value=0 0.00232099 -0.00845686 internal_weight=0 145.676 34.2453 internal_count=2816 1996 820 is_linear=0 shrinkage=0.0224292 Tree=4846 num_leaves=4 num_cat=0 split_feature=42 49 39 split_gain=6.1396 7.18318 6.14656 threshold=0.088950000000000015 -0.085934999999999984 0.085285000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011722246961606201 -0.012578999292828266 0.0040396375610881035 0.012855791880478428 leaf_weight=16.369209552649409 28.377363344654441 129.36693041435501 5.7309403176186597 leaf_count=136 701 1860 119 internal_value=0 0.00226795 -0.0083006 internal_weight=0 145.736 34.1083 internal_count=2816 1996 820 is_linear=0 shrinkage=0.0224292 Tree=4847 num_leaves=4 num_cat=0 split_feature=42 49 39 split_gain=6.13538 6.61379 6.5051 threshold=0.088950000000000015 -0.085934999999999984 0.08456000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021515820732860596 -0.0002474251007408858 7.8120243931738081e-05 0.00024711649620844518 leaf_weight=16.733446320984513 28.802395110338693 132.52548373580794 6.2459939433028913 leaf_count=136 694 1860 126 internal_value=0 4.52174e-05 -0.000159206 internal_weight=0 149.259 35.0484 internal_count=2816 1996 820 is_linear=0 shrinkage=0.000439788 Tree=4848 num_leaves=4 num_cat=0 split_feature=13 132 52 split_gain=7.03238 5.11414 5.05732 threshold=-0.094744999999999982 0.092880000000000004 0.090605000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012453366234935757 -0.0036908890122346891 0.01665987456013563 -0.0070283225075580972 leaf_weight=30.038512647850439 130.34689017359051 6.5042256846791124 8.6138689033687097 leaf_count=266 2345 150 101 internal_value=0 -0.00272147 0.00811045 internal_weight=0 136.851 38.6524 internal_count=2862 2495 367 is_linear=0 shrinkage=0.0224292 Tree=4849 num_leaves=4 num_cat=0 split_feature=13 132 52 split_gain=6.73342 4.88421 4.85185 threshold=-0.094744999999999982 0.092880000000000004 0.090605000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012217736790615063 -0.0036094284230946852 0.016267204999154003 -0.0068620916230090956 leaf_weight=29.932677259435877 130.30007703173032 6.5121940722747231 8.6249882032861915 leaf_count=266 2345 150 101 internal_value=0 -0.00266117 0.00794847 internal_weight=0 136.812 38.5577 internal_count=2862 2495 367 is_linear=0 shrinkage=0.0224292 Tree=4850 num_leaves=4 num_cat=0 split_feature=13 12 52 split_gain=6.4468 4.72993 4.6543 threshold=-0.094744999999999982 -0.079959999999999989 0.090605000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011985453926299575 0.0099349651836011781 -0.0039891759227983188 -0.0066999663102612506 leaf_weight=29.829953261767514 13.612676358432507 123.16270029793668 8.6358993027824891 leaf_count=266 206 2289 101 internal_value=0 -0.00260217 0.00778918 internal_weight=0 136.775 38.4659 internal_count=2862 2495 367 is_linear=0 shrinkage=0.0224292 Tree=4851 num_leaves=4 num_cat=0 split_feature=13 12 52 split_gain=6.47019 4.88528 4.31047 threshold=-0.094744999999999982 -0.079959999999999989 0.090605000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023142992238769339 0.00019680929525365005 -7.6789495617672621e-05 -0.00011725024301340355 leaf_weight=30.366035406826995 14.011884800624101 125.79392681200989 8.8430331113049743 leaf_count=266 206 2289 101 internal_value=0 -4.93452e-05 0.000152771 internal_weight=0 139.806 39.2091 internal_count=2862 2495 367 is_linear=0 shrinkage=0.000439788 Tree=4852 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=6.31275 5.26804 threshold=0.2623950000000001 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.3933707972696361e-05 -0.00048831710189380193 6.2420056507108958e-05 leaf_weight=64.617822040818282 5.0999265453428952 117.32820707879728 leaf_count=1413 89 1353 internal_value=0 6.88725e-06 internal_weight=0 181.946 internal_count=2855 2766 is_linear=0 shrinkage=0.000439788 Tree=4853 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=6.18982 5.81898 threshold=0.2623950000000001 -0.17307499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002746736502015956 -0.00048299563398370175 -1.49170140352617e-05 leaf_weight=14.569139547296798 5.0803985339007331 167.62745111777622 leaf_count=127 89 2639 internal_value=0 8.26612e-06 internal_weight=0 182.197 internal_count=2855 2766 is_linear=0 shrinkage=0.000439788 Tree=4854 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=6.26698 5.44448 threshold=0.2623950000000001 -0.17307499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026745817962207507 -0.00048433688382954133 -1.2627086364306317e-05 leaf_weight=14.571922539500518 5.0843734206282525 167.7328486572078 leaf_count=127 89 2639 internal_value=0 9.78625e-06 internal_weight=0 182.305 internal_count=2855 2766 is_linear=0 shrinkage=0.000439788 Tree=4855 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=6.13865 5.43519 threshold=0.2623950000000001 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.4956316795351349e-05 -0.00048249522819162217 6.3941817598015538e-05 leaf_weight=64.645914373701089 5.0676177398418067 116.89112652698532 leaf_count=1413 89 1353 internal_value=0 7.35365e-06 internal_weight=0 181.537 internal_count=2855 2766 is_linear=0 shrinkage=0.000439788 Tree=4856 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=6.29084 5.42012 threshold=-0.29526499999999994 0.15082000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022742055129196123 0.0020301223004523211 0.018300019815258983 leaf_weight=4.8859221207676446 173.92719566305459 10.930725682526825 leaf_count=58 2725 63 internal_value=0 0.00299396 internal_weight=0 184.858 internal_count=2846 2788 is_linear=0 shrinkage=0.0224292 Tree=4857 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=5.96217 7.07385 4.51936 threshold=-0.00189 -0.032619999999999989 0.056805000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1388510850527229e-05 0.00010573473012138619 -0.00041227532977357968 0.00047618576149736561 leaf_weight=156.90917152869224 19.182865962036889 7.2538698075804851 9.5281951427459699 leaf_count=2481 264 65 36 internal_value=0 1.17387e-05 0.000228909 internal_weight=0 164.163 28.7111 internal_count=2846 2546 300 is_linear=0 shrinkage=0.000439788 Tree=4858 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=6.03294 5.21998 threshold=-0.29526499999999994 0.15082000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022330669895604227 0.001982857658232712 0.01798975535088182 leaf_weight=4.8645215598517089 173.9867891347094 10.872102542896753 leaf_count=58 2725 63 internal_value=0 0.00292603 internal_weight=0 184.859 internal_count=2846 2788 is_linear=0 shrinkage=0.0224292 Tree=4859 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=6.1392 7.08879 4.51861 threshold=-0.00189 -0.032619999999999989 0.056805000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9772729474669643e-05 0.00010745682165147197 -0.00041359941571077495 0.00047689845898213644 leaf_weight=157.78427619780996 19.370664584974296 7.2781040905974796 9.5578909981995803 leaf_count=2481 264 65 36 internal_value=0 1.01775e-05 0.000229753 internal_weight=0 165.062 28.9286 internal_count=2846 2546 300 is_linear=0 shrinkage=0.000439788 Tree=4860 num_leaves=4 num_cat=0 split_feature=403 41 15 split_gain=5.56193 5.23942 0.445594 threshold=0.10150000000000002 0.082560000000000008 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001893486431141627 -0.012411446031637732 -0.016217314703161373 -0.026293742671892668 leaf_weight=171.91853327577701 1.7743690989445893 8.4108999919262697 3.7033989430638021 leaf_count=2524 61 111 136 internal_value=0 0.00104714 -0.0218557 internal_weight=0 180.329 5.47777 internal_count=2832 2635 197 is_linear=0 shrinkage=0.0224292 Tree=4861 num_leaves=4 num_cat=0 split_feature=403 2 15 split_gain=5.51844 4.76905 0.461395 threshold=0.10150000000000002 0.14846500000000004 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5375739513618414e-06 -0.00023935176664417328 0.00038752730747300201 -0.00051460699983899884 leaf_weight=176.26062364428071 1.8021982056088743 6.57328503235476 3.7072524467366739 leaf_count=2522 61 113 136 internal_value=0 2.0274e-05 -0.000425706 internal_weight=0 182.834 5.50945 internal_count=2832 2635 197 is_linear=0 shrinkage=0.000439788 Tree=4862 num_leaves=4 num_cat=0 split_feature=403 41 1 split_gain=5.62697 5.00653 0.436939 threshold=0.10150000000000002 0.082560000000000008 0.084775000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5156506669859192e-05 -0.00051647780948673361 -0.00030805922520930548 -0.00025478040721461085 leaf_weight=175.02561791236803 3.6720967401051885 8.6063755468348955 1.9512196779251096 leaf_count=2524 136 111 61 internal_value=0 1.90405e-05 -0.000426841 internal_weight=0 183.632 5.62332 internal_count=2832 2635 197 is_linear=0 shrinkage=0.000439788 Tree=4863 num_leaves=4 num_cat=0 split_feature=403 41 15 split_gain=5.39844 5.01941 0.434356 threshold=0.10150000000000002 0.082560000000000008 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018490011456819232 -0.012634580189561522 -0.015898017611981209 -0.026285126782818549 leaf_weight=172.02055500188726 1.8330798642709849 8.390195645100901 3.5620285408222108 leaf_count=2524 62 111 135 internal_value=0 0.00102206 -0.021708 internal_weight=0 180.411 5.39511 internal_count=2832 2635 197 is_linear=0 shrinkage=0.0224292 Tree=4864 num_leaves=3 num_cat=0 split_feature=9 11 split_gain=4.9527 5.28645 threshold=0.084755000000000011 0.088160000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.0398365120751327e-05 -0.00024818935023140866 -0.00037908972442836044 leaf_weight=173.31474277259258 10.873423398530575 5.1941908311564466 leaf_count=2672 103 83 internal_value=0 5.72802e-05 internal_weight=0 178.509 internal_count=2858 2755 is_linear=0 shrinkage=0.000439788 Tree=4865 num_leaves=3 num_cat=0 split_feature=33 4 split_gain=5.55471 5.03255 threshold=-1.0000000180025095e-35 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022467107281551612 -0.013012179635180164 0.0035326510236532564 leaf_weight=4.5238441834226242 9.7562293931841833 171.90269723031088 leaf_count=38 124 2696 internal_value=0 0.00264282 internal_weight=0 181.659 internal_count=2858 2820 is_linear=0 shrinkage=0.0224292 Tree=4866 num_leaves=3 num_cat=0 split_feature=9 11 split_gain=4.96383 5.25411 threshold=0.084755000000000011 0.088160000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.8053162478216625e-05 -0.00025121725924208578 -0.0003807983061764354 leaf_weight=173.09414892891073 10.845260287984273 5.1766663654125287 leaf_count=2672 103 83 internal_value=0 5.49799e-05 internal_weight=0 178.271 internal_count=2858 2755 is_linear=0 shrinkage=0.000439788 Tree=4867 num_leaves=3 num_cat=0 split_feature=33 4 split_gain=5.31602 4.81495 threshold=-1.0000000180025095e-35 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022012378516793277 -0.012747824292883441 0.0034503343913889896 leaf_weight=4.5128833253402254 9.7369809597730619 171.95776275094249 leaf_count=38 124 2696 internal_value=0 0.00258103 internal_weight=0 181.695 internal_count=2858 2820 is_linear=0 shrinkage=0.0224292 Tree=4868 num_leaves=4 num_cat=0 split_feature=457 403 49 split_gain=7.58251 7.9955 5.56094 threshold=-0.0034949999999999994 0.096520000000000009 -0.0062949999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049600488475211215 3.9612974307449721e-05 -0.00046777469645124304 8.6479796331541381e-05 leaf_weight=9.9243821512209234 158.54605380994326 6.2244025978143318 4.6462676757946602 leaf_count=174 2350 213 54 internal_value=0 2.03938e-05 -0.000310393 internal_weight=0 164.77 14.5706 internal_count=2791 2563 228 is_linear=0 shrinkage=0.000439788 Tree=4869 num_leaves=4 num_cat=0 split_feature=457 403 49 split_gain=7.63889 7.92346 5.53437 threshold=-0.0034949999999999994 0.096520000000000009 -0.0062949999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025411730119386522 0.0020638949323087382 -0.023876362621352121 0.0043960123209451033 leaf_weight=9.8349846330238488 156.65546158727375 6.1374295350979073 4.5872664109338066 leaf_count=174 2350 213 54 internal_value=0 0.00108324 -0.0159375 internal_weight=0 162.793 14.4223 internal_count=2791 2563 228 is_linear=0 shrinkage=0.0224292 Tree=4870 num_leaves=4 num_cat=0 split_feature=403 457 130 split_gain=7.12844 7.81449 0.280262 threshold=0.096520000000000009 -0.0034949999999999994 -0.008624999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029725460576443167 -0.00060519153898771182 3.9076584804763565e-05 -0.00039838724514285295 leaf_weight=14.561153543647377 1.9671196892159057 159.82657507118711 4.3303098644246338 leaf_count=227 28 2350 186 internal_value=0 1.09639e-05 -0.00046462 internal_weight=0 174.388 6.29743 internal_count=2791 2577 214 is_linear=0 shrinkage=0.000439788 Tree=4871 num_leaves=4 num_cat=0 split_feature=457 403 49 split_gain=7.15004 7.77735 5.43198 threshold=-0.0034949999999999994 0.096520000000000009 -0.0062949999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048629910369187463 3.8065733679433242e-05 -0.00046325827106750907 8.9348383716465014e-05 leaf_weight=9.8850107922917214 159.88856756126916 6.1989192966721012 4.6556694738101205 leaf_count=174 2350 213 54 internal_value=0 1.93036e-05 -0.000302111 internal_weight=0 166.087 14.5407 internal_count=2791 2563 228 is_linear=0 shrinkage=0.000439788 Tree=4872 num_leaves=4 num_cat=0 split_feature=52 49 2 split_gain=8.52262 5.45888 2.11165 threshold=-0.32783999999999996 -0.085934999999999984 0.11719 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026575512575091938 -0.0098573245810837026 0.0024099997065239239 -0.0017439270683561937 leaf_weight=7.3901091450825316 20.841279644693714 145.74579959455878 2.2484528251225129 leaf_count=252 164 2371 48 internal_value=0 0.000874313 -0.0207978 internal_weight=0 166.587 9.63856 internal_count=2835 2535 300 is_linear=0 shrinkage=0.0224292 Tree=4873 num_leaves=4 num_cat=0 split_feature=52 1 0 split_gain=8.77689 5.29711 2.05107 threshold=-0.32783999999999996 1.0000000180025095e-35 -0.13363999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1621695824423756e-05 -8.7379353885916344e-05 7.4756841479823281e-05 -0.00051866719039882529 leaf_weight=2.1441469949204475 60.897767486778321 108.17432747740531 7.6230759064783324 leaf_count=19 1301 1234 281 internal_value=0 1.6354e-05 -0.000412019 internal_weight=0 169.072 9.76722 internal_count=2835 2535 300 is_linear=0 shrinkage=0.000439788 Tree=4874 num_leaves=4 num_cat=0 split_feature=52 15 0 split_gain=8.27589 5.32592 2.14094 threshold=-0.32783999999999996 0.10330500000000002 -0.13363999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080590363591021257 0.0019957713298719309 -0.013219176201367741 -0.026360067923197464 leaf_weight=2.1248782858019695 154.17001730433549 12.494209849392062 7.3697508239711151 leaf_count=19 2286 249 281 internal_value=0 0.000853779 -0.0206542 internal_weight=0 166.664 9.49463 internal_count=2835 2535 300 is_linear=0 shrinkage=0.0224292 Tree=4875 num_leaves=4 num_cat=0 split_feature=52 1 0 split_gain=8.41745 5.50223 2.06838 threshold=-0.32783999999999996 1.0000000180025095e-35 -0.13363999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.54596107338997e-05 -8.9707127180792455e-05 7.5061235804889333e-05 -0.00051373196298424531 leaf_weight=2.1597079713828862 61.284961330078659 108.69568021473242 7.5366237296839227 leaf_count=19 1301 1234 281 internal_value=0 1.56521e-05 -0.000405241 internal_weight=0 169.981 9.69633 internal_count=2835 2535 300 is_linear=0 shrinkage=0.000439788 Tree=4876 num_leaves=4 num_cat=0 split_feature=156 42 4 split_gain=5.37819 4.64916 2.83673 threshold=0.091280000000000014 0.10271500000000001 -0.040969999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015548561566543825 -0.028157009660384657 -0.012321957674825402 -0.0054354140091960454 leaf_weight=158.51506094833894 4.963888151338324 13.134357451170215 6.2339168927865085 leaf_count=2301 118 302 138 internal_value=0 0.000491771 -0.0155385 internal_weight=0 171.649 11.1978 internal_count=2859 2603 256 is_linear=0 shrinkage=0.0224292 Tree=4877 num_leaves=4 num_cat=0 split_feature=156 33 4 split_gain=5.17822 4.62361 2.8001 threshold=0.091280000000000014 -0.007134999999999999 -0.040969999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021294013109793706 -0.027987262989731969 0.001103022818296998 -0.0053119236636373296 leaf_weight=4.7503367522731414 4.8830139292986132 166.86732839774049 6.2361870241584239 leaf_count=44 118 2559 138 internal_value=0 0.000480778 -0.0153007 internal_weight=0 171.618 11.1192 internal_count=2859 2603 256 is_linear=0 shrinkage=0.0224292 Tree=4878 num_leaves=4 num_cat=0 split_feature=1 42 3 split_gain=5.29569 6.87114 4.32147 threshold=0.10384000000000002 0.09202500000000001 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0377755341451351e-05 0.00020400170637121764 -0.00032423628730434805 -3.8838815897463669e-05 leaf_weight=111.72482567012776 33.279814194364008 16.503801037673838 24.66799685836304 leaf_count=1767 423 442 227 internal_value=0 -5.95286e-05 0.000100647 internal_weight=0 128.229 57.9478 internal_count=2859 2209 650 is_linear=0 shrinkage=0.000439788 Tree=4879 num_leaves=3 num_cat=0 split_feature=454 156 split_gain=5.58201 5.4158 threshold=-1.0000000180025095e-35 0.091280000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025755484218763072 0.0011413830984812697 -0.015059234973345402 leaf_weight=4.2702649794518939 167.39275649499905 11.047859984042587 leaf_count=64 2539 256 internal_value=0 0.000136844 internal_weight=0 178.441 internal_count=2859 2795 is_linear=0 shrinkage=0.0224292 Tree=4880 num_leaves=4 num_cat=0 split_feature=1447 15 124 split_gain=4.83512 4.87893 2.78029 threshold=-1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012288544252383226 0.00033594382113588352 1.5464031695689736e-05 -0.00051931693476861139 leaf_weight=1.7689252477139232 9.7111688379663956 164.84621081940713 4.8735677221848155 leaf_count=13 212 2317 248 internal_value=0 3.33281e-05 -0.000348433 internal_weight=0 174.557 6.64249 internal_count=2790 2529 261 is_linear=0 shrinkage=0.000439788 Tree=4881 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=4.08083 4.60155 threshold=0.08920500000000002 -0.08921999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0061155472481347591 -0.019479043224625295 0.0033047103861704404 leaf_weight=31.957056993589504 4.7416684282943597 141.6095588090684 leaf_count=510 56 2224 internal_value=0 0.00156977 internal_weight=0 173.567 internal_count=2790 2734 is_linear=0 shrinkage=0.0224292 Tree=4882 num_leaves=4 num_cat=0 split_feature=1447 15 124 split_gain=4.81039 4.69557 2.67869 threshold=-1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0059642497042320421 0.017023642283839957 0.00080605879065342816 -0.026530300249045669 leaf_weight=1.7298569213598964 9.4887151737930235 162.27080914791441 4.7827769753057501 leaf_count=13 212 2317 248 internal_value=0 0.00170378 -0.017907 internal_weight=0 171.76 6.51263 internal_count=2790 2529 261 is_linear=0 shrinkage=0.0224292 Tree=4883 num_leaves=4 num_cat=0 split_feature=1447 15 124 split_gain=4.61589 4.90795 2.78191 threshold=-1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012426477244906352 0.00033418713630894184 1.2673340260445498e-05 -0.00051798072983929775 leaf_weight=1.7804266922175882 9.7053688770974968 164.98654525321035 4.7955501542310222 leaf_count=13 212 2317 248 internal_value=0 3.05703e-05 -0.000344238 internal_weight=0 174.692 6.57598 internal_count=2790 2529 261 is_linear=0 shrinkage=0.000439788 Tree=4884 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=6.86825 8.65046 7.63915 threshold=1.0000000180025095e-35 -0.084804999999999978 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01761531751949633 -0.016080270686563428 -0.00057163535090674824 0.0037273071805298801 leaf_weight=25.087143548429594 10.813401122577487 37.149629626757815 102.28244863741565 leaf_count=680 173 784 1201 internal_value=0 -0.0074451 0.00183106 internal_weight=0 62.2368 113.096 internal_count=2838 1464 1374 is_linear=0 shrinkage=0.0224292 Tree=4885 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=7.08527 8.49832 7.30384 threshold=1.0000000180025095e-35 -0.084804999999999978 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034378134334348221 -0.00030434452735328589 -1.4051567874098617e-05 7.3467630627183455e-05 leaf_weight=25.216310934556532 10.922052331035955 37.714562433568062 103.66593159129843 leaf_count=680 173 784 1201 internal_value=0 -0.000146238 3.74114e-05 internal_weight=0 62.9309 114.588 internal_count=2838 1464 1374 is_linear=0 shrinkage=0.000439788 Tree=4886 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=6.74388 8.64426 2.22099 threshold=-0.15490999999999996 0.10100500000000003 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020464415846559773 -0.0064447968895237507 0.0047145939954658118 0.0036203904530502495 leaf_weight=8.3499185927212221 107.47654377843719 51.705508872168139 7.4567605163902035 leaf_count=62 2049 612 115 internal_value=0 -0.00281987 0.0125322 internal_weight=0 159.182 15.8067 internal_count=2838 2661 177 is_linear=0 shrinkage=0.0224292 Tree=4887 num_leaves=4 num_cat=0 split_feature=3 1 11 split_gain=6.47004 8.27479 2.15634 threshold=-0.15490999999999996 0.10100500000000003 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020171246864188145 -0.0063105680164134226 0.0046170630452806059 0.0035407960150669673 leaf_weight=8.282319935737176 107.30312729395519 51.614967165165581 7.453836335334926 leaf_count=62 2049 612 115 internal_value=0 -0.00276126 0.0123076 internal_weight=0 158.918 15.7362 internal_count=2838 2661 177 is_linear=0 shrinkage=0.0224292 Tree=4888 num_leaves=4 num_cat=0 split_feature=0 160 15 split_gain=5.26656 5.67725 4.31457 threshold=-0.017269999999999997 0.099550000000000013 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1625062497333307e-05 0.00042487518620193908 -0.00036333534526494039 4.7780840284695212e-05 leaf_weight=140.20964854420163 7.8650366505025913 10.725612295558674 22.977810209384188 leaf_count=2337 91 215 232 internal_value=0 -5.52397e-05 0.000144145 internal_weight=0 150.935 30.8428 internal_count=2875 2552 323 is_linear=0 shrinkage=0.000439788 Tree=4889 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.47797 7.08222 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028305108480997487 -0.002201775002994533 0.011119386842918253 leaf_weight=4.27780974342022 150.70230695152713 23.144193558546249 leaf_count=60 2500 315 internal_value=0 -0.000427302 internal_weight=0 173.847 internal_count=2875 2815 is_linear=0 shrinkage=0.0224292 Tree=4890 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=6.25545 5.58378 threshold=-0.40941499999999992 -0.5389799999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027940811968257571 0.017433960589620823 -0.001323961787094831 leaf_weight=4.2370975688099852 8.3694330545840767 165.27988859765173 leaf_count=60 93 2722 internal_value=0 -0.000418063 internal_weight=0 173.649 internal_count=2875 2815 is_linear=0 shrinkage=0.0224292 Tree=4891 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=6.23004 7.26902 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054494668134555391 -4.3739396450258123e-05 0.0002194114117239323 leaf_weight=4.2744221378816283 152.72584839336923 23.39594586630119 leaf_count=60 2500 315 internal_value=0 -8.76256e-06 internal_weight=0 176.122 internal_count=2875 2815 is_linear=0 shrinkage=0.000439788 Tree=4892 num_leaves=4 num_cat=0 split_feature=401 43 2 split_gain=5.66553 5.34253 0.821643 threshold=0.087020000000000014 -0.15765999999999997 0.09742000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01105361580690024 -0.025827032256267486 -0.0007222385676655072 -0.0080525915560271857 leaf_weight=22.18812464090297 4.5324385962449005 152.31270359018527 1.8681906642741521 leaf_count=200 179 2416 56 internal_value=0 0.00077613 -0.0206785 internal_weight=0 174.501 6.40063 internal_count=2851 2616 235 is_linear=0 shrinkage=0.0224292 Tree=4893 num_leaves=4 num_cat=0 split_feature=401 43 2 split_gain=5.30472 5.04038 0.758707 threshold=0.087020000000000014 -0.15765999999999997 0.09742000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018170793819317072 -0.00050744766083202664 -4.2454015169331737e-05 -0.00017873891252348932 leaf_weight=22.174555371457245 4.7447283739456898 154.17665165438666 1.9399049399071371 leaf_count=200 179 2416 56 internal_value=0 -1.42511e-05 -0.000412836 internal_weight=0 176.351 6.68463 internal_count=2851 2616 235 is_linear=0 shrinkage=0.000439788 Tree=4894 num_leaves=4 num_cat=0 split_feature=401 43 2 split_gain=5.56947 5.13198 0.863073 threshold=0.087020000000000014 -0.15765999999999997 0.098180000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020999694787060612 -0.0005007188597101886 -1.4749936619153765e-05 -0.00014805806397305909 leaf_weight=22.473994951869827 4.6427134458208448 155.51004561704758 1.9141072758357038 leaf_count=200 182 2416 53 internal_value=0 1.36483e-05 -0.000398497 internal_weight=0 177.984 6.55682 internal_count=2851 2616 235 is_linear=0 shrinkage=0.000439788 Tree=4895 num_leaves=4 num_cat=0 split_feature=401 43 1 split_gain=5.48185 5.10294 0.424125 threshold=0.087020000000000014 -0.15765999999999997 0.08869500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01077976278062568 -0.02501643796416116 -0.0007337672797695005 -0.012832376960759439 leaf_weight=22.165103818348143 3.9519020938896565 152.40669462419464 2.3687512865290046 leaf_count=200 170 2416 65 internal_value=0 0.000729106 -0.0205027 internal_weight=0 174.572 6.32065 internal_count=2851 2616 235 is_linear=0 shrinkage=0.0224292 Tree=4896 num_leaves=4 num_cat=0 split_feature=41 403 1 split_gain=5.20141 4.9057 2.04107 threshold=0.075585000000000013 -0.092224999999999988 0.087515000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040803191540364893 -0.00047267372238220305 5.5884889444052809e-05 -9.6940355693759823e-05 leaf_weight=4.5096685424505258 5.0175787721527723 166.49004995911673 6.3151412451406941 leaf_count=311 93 2379 62 internal_value=0 4.36061e-05 -0.000263812 internal_weight=0 171 11.3327 internal_count=2845 2690 155 is_linear=0 shrinkage=0.000439788 Tree=4897 num_leaves=4 num_cat=0 split_feature=41 156 1 split_gain=5.41315 4.7884 1.9733 threshold=0.075585000000000013 0.10533500000000001 0.087515000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7213353236192747e-05 -0.00047362079728532013 -0.00035082583599333503 -0.00010483061513417555 leaf_weight=164.16712226628442 5.069538743759038 5.7387642503017551 6.2883438089629635 leaf_count=2541 93 149 62 internal_value=0 4.33935e-05 -0.000269957 internal_weight=0 169.906 11.3579 internal_count=2845 2690 155 is_linear=0 shrinkage=0.000439788 Tree=4898 num_leaves=4 num_cat=0 split_feature=41 156 1 split_gain=5.0895 4.70797 2.0479 threshold=0.075585000000000013 0.10533500000000001 0.087515000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.454752265256869e-05 -0.00047216233275768093 -0.00035035837529170385 -9.6150584903797318e-05 leaf_weight=164.55143945243617 5.0221853231196274 5.7291955592809236 6.3339983090991154 leaf_count=2541 93 149 62 internal_value=0 4.08865e-05 -0.000262952 internal_weight=0 170.281 11.3562 internal_count=2845 2690 155 is_linear=0 shrinkage=0.000439788 Tree=4899 num_leaves=4 num_cat=0 split_feature=41 156 1 split_gain=5.26215 4.80179 1.87518 threshold=0.075585000000000013 0.10533500000000001 0.087515000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028488718907153489 -0.024106720303328118 -0.018210222294035152 -0.0055347709290255627 leaf_weight=161.9740826182242 4.9184530718484876 5.6175711841206057 6.1652207990409806 leaf_count=2541 93 149 62 internal_value=0 0.00214099 -0.0138035 internal_weight=0 167.592 11.0837 internal_count=2845 2690 155 is_linear=0 shrinkage=0.0224292 Tree=4900 num_leaves=4 num_cat=0 split_feature=133 42 15 split_gain=5.95364 4.15396 1.34038 threshold=-0.17773999999999998 -0.11244999999999998 -0.12367499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0299986831954533e-05 -0.00028668216265970105 6.0951341923736964e-05 -0.00050787027209151599 leaf_weight=1.5957867500255813 6.8903995202854267 176.06185437299428 4.6363995484280158 leaf_count=53 146 2506 175 internal_value=0 4.78301e-05 -0.000388635 internal_weight=0 182.952 6.23219 internal_count=2880 2652 228 is_linear=0 shrinkage=0.000439788 Tree=4901 num_leaves=4 num_cat=0 split_feature=133 42 15 split_gain=5.96151 4.28459 1.25345 threshold=-0.17773999999999998 -0.11244999999999998 -0.12367499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026149075516960704 -0.014972540472909635 0.0031854789188672126 -0.026069930800082235 leaf_weight=1.5415287649375384 6.7760039141139705 172.55972594121704 4.502792900777421 leaf_count=53 146 2506 175 internal_value=0 0.00249788 -0.0201151 internal_weight=0 179.336 6.04432 internal_count=2880 2652 228 is_linear=0 shrinkage=0.0224292 Tree=4902 num_leaves=4 num_cat=0 split_feature=133 42 15 split_gain=5.75606 4.10197 1.23818 threshold=-0.17773999999999998 -0.11244999999999998 -0.12367499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025558673164567305 -0.014673473750877832 0.0031140335680242786 -0.025911886943389761 leaf_weight=1.5421971395844591 6.7596079076465676 172.56003768075607 4.4295914713584343 leaf_count=53 146 2506 175 internal_value=0 0.00244203 -0.0199076 internal_weight=0 179.32 5.97179 internal_count=2880 2652 228 is_linear=0 shrinkage=0.0224292 Tree=4903 num_leaves=4 num_cat=0 split_feature=133 11 15 split_gain=5.51747 4.02261 1.29817 threshold=-0.17773999999999998 0.08184000000000001 -0.12367499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8636823108689694e-05 6.3035311903300993e-05 -0.00019907252275685729 -0.00050083507015952677 leaf_weight=1.5962196920881977 171.21487027291732 12.108531314413993 4.4744847280671811 leaf_count=53 2493 159 175 internal_value=0 4.57041e-05 -0.000379808 internal_weight=0 183.323 6.0707 internal_count=2880 2652 228 is_linear=0 shrinkage=0.000439788 Tree=4904 num_leaves=4 num_cat=0 split_feature=1456 49 49 split_gain=4.0362 3.55885 2.91048 threshold=-1.0000000180025095e-35 -0.44233499999999998 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010429124064504287 0.021811050569832822 0.0014821246749535744 -0.025325303053970866 leaf_weight=1.5097242305055258 4.4254119815304866 171.71644572148216 4.6121675093163494 leaf_count=11 15 2562 262 internal_value=0 0.00199518 -0.0165029 internal_weight=0 176.142 6.12189 internal_count=2850 2577 273 is_linear=0 shrinkage=0.0224292 Tree=4905 num_leaves=4 num_cat=0 split_feature=1456 49 49 split_gain=3.9108 3.40091 2.8486 threshold=-1.0000000180025095e-35 -0.44233499999999998 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010231965411153458 0.02131969905086414 0.0014488845043515496 -0.025274495214610771 leaf_weight=1.5047255693934856 4.4262867411598554 171.71656783280196 4.5188736209966001 leaf_count=11 15 2562 262 internal_value=0 0.00195047 -0.0164005 internal_weight=0 176.143 6.0236 internal_count=2850 2577 273 is_linear=0 shrinkage=0.0224292 Tree=4906 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.90803 5.02712 threshold=0.51074000000000008 -0.11532999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0091199028258412314 0.021325028524691921 0.002214284061095874 leaf_weight=22.535965045623016 4.7609454693156286 154.77383873797953 leaf_count=333 131 2386 internal_value=0 0.000772889 internal_weight=0 177.31 internal_count=2850 2719 is_linear=0 shrinkage=0.0224292 Tree=4907 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.81051 4.8007 threshold=0.51074000000000008 -0.11532999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0089070062809363908 0.021224948431879467 0.0021643254600234897 leaf_weight=22.557290300959721 4.6771435165428548 154.79505708393117 leaf_count=333 131 2386 internal_value=0 0.000755365 internal_weight=0 177.352 internal_count=2850 2719 is_linear=0 shrinkage=0.0224292 Tree=4908 num_leaves=4 num_cat=0 split_feature=50 40 15 split_gain=4.51707 9.19896 4.98298 threshold=0.086500000000000007 -1.0000000180025095e-35 -0.34809999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017977771726488897 0.018514850148911639 -0.020658668366373194 -0.00023399172843628331 leaf_weight=7.9337587628979227 3.9158030985272498 12.920050209038891 152.26116874883883 leaf_count=191 31 477 2135 internal_value=0 -0.0115368 0.000669992 internal_weight=0 16.8359 160.195 internal_count=2834 508 2326 is_linear=0 shrinkage=0.0224292 Tree=4909 num_leaves=4 num_cat=0 split_feature=50 40 15 split_gain=4.53198 9.08177 5.32288 threshold=0.086500000000000007 -1.0000000180025095e-35 -0.34809999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035713740671657778 0.00035920100358040178 -0.00040011352144864599 -5.3139815894434517e-06 leaf_weight=8.2372519055497815 3.9462672671652408 13.161071950671612 154.18523621530039 leaf_count=191 31 477 2135 internal_value=0 -0.000224752 1.31075e-05 internal_weight=0 17.1073 162.422 internal_count=2834 508 2326 is_linear=0 shrinkage=0.000439788 Tree=4910 num_leaves=4 num_cat=0 split_feature=50 123 15 split_gain=4.36961 8.94568 4.84638 threshold=0.086500000000000007 0.083430000000000018 -0.34809999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017856970849244088 -0.019350869035650971 0.022559373924026141 -0.00022944457881563576 leaf_weight=7.817558179725892 13.495566516488909 3.144550160795915 152.29638499347493 leaf_count=191 483 25 2135 internal_value=0 -0.0114141 0.000655648 internal_weight=0 16.6401 160.114 internal_count=2834 508 2326 is_linear=0 shrinkage=0.0224292 Tree=4911 num_leaves=4 num_cat=0 split_feature=50 40 15 split_gain=4.24857 8.77804 4.96293 threshold=0.086500000000000007 -1.0000000180025095e-35 -0.34809999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035057892775570407 0.00035727268932380903 -0.0003952649715164614 -6.0301389830375038e-06 leaf_weight=7.9176287978189057 3.8872181531623946 12.904262511510751 154.16601743327919 leaf_count=191 31 477 2135 internal_value=0 -0.000220845 1.14291e-05 internal_weight=0 16.7915 162.084 internal_count=2834 508 2326 is_linear=0 shrinkage=0.000439788 Tree=4912 num_leaves=4 num_cat=0 split_feature=1375 43 4 split_gain=6.70019 6.98722 2.94202 threshold=-1.0000000180025095e-35 -0.074204999999999979 0.018150000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052794923997009338 0.00013466306561854348 -4.8636258467440403e-05 -9.5271378850041212e-05 leaf_weight=6.1971935713663679 65.08617056782532 105.22467001153564 5.9677206939086318 leaf_count=89 1044 1694 47 internal_value=0 2.14208e-05 -0.000316173 internal_weight=0 170.311 12.1649 internal_count=2874 2738 136 is_linear=0 shrinkage=0.000439788 Tree=4913 num_leaves=4 num_cat=0 split_feature=1375 43 4 split_gain=6.88368 6.74465 3.3413 threshold=-1.0000000180025095e-35 -0.074204999999999979 0.014055000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00055374777259952455 0.0001310870094296064 -4.9175000644811898e-05 -9.1119021138533313e-05 leaf_weight=6.0581024587154371 64.933468644041568 105.09668388153659 6.0192532625515014 leaf_count=87 1044 1694 49 internal_value=0 1.96729e-05 -0.000323685 internal_weight=0 170.03 12.0774 internal_count=2874 2738 136 is_linear=0 shrinkage=0.000439788 Tree=4914 num_leaves=4 num_cat=0 split_feature=1375 43 2 split_gain=7.11627 6.99681 3.17837 threshold=-1.0000000180025095e-35 -0.074204999999999979 0.08955500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028794716196369686 0.0069029131954487667 -0.0025504316499717588 -0.0055790776071552384 leaf_weight=5.7713211162481439 63.792605444890796 102.88726725181914 6.1070392651017755 leaf_count=78 1044 1694 58 internal_value=0 0.00106798 -0.0168869 internal_weight=0 166.68 11.8784 internal_count=2874 2738 136 is_linear=0 shrinkage=0.0224292 Tree=4915 num_leaves=4 num_cat=0 split_feature=1375 43 2 split_gain=6.82253 6.68368 3.09357 threshold=-1.0000000180025095e-35 -0.074204999999999979 0.08955500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028387074295093687 0.0067446021592243921 -0.0024934795873329087 -0.0054446703473286211 leaf_weight=5.7237095092423242 63.825630992141669 102.87741394751356 6.1177878174930811 leaf_count=78 1044 1694 58 internal_value=0 0.00104387 -0.016562 internal_weight=0 166.703 11.8415 internal_count=2874 2738 136 is_linear=0 shrinkage=0.0224292 Tree=4916 num_leaves=4 num_cat=0 split_feature=131 42 13 split_gain=4.95099 5.04657 4.88447 threshold=0.088865000000000013 0.098245000000000013 -0.095244999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017733108860237931 -0.00035239564249454496 0.00028280208702978016 -3.7034111888864656e-06 leaf_weight=36.472650253796019 12.226414017844943 2.999444361543282 137.21582210861379 leaf_count=324 384 44 2149 internal_value=0 -0.000227066 3.43271e-05 internal_weight=0 15.2259 173.688 internal_count=2901 428 2473 is_linear=0 shrinkage=0.000439788 Tree=4917 num_leaves=4 num_cat=0 split_feature=131 42 13 split_gain=4.92346 4.90372 4.58849 threshold=0.088865000000000013 0.098245000000000013 -0.095244999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0089878551725683827 -0.017946854109849145 0.014270079678275566 -3.7178464482144264e-05 leaf_weight=35.863808475085534 11.969992456433827 2.9491752511821678 134.8182284735085 leaf_count=324 384 44 2149 internal_value=0 -0.0115682 0.00185996 internal_weight=0 14.9192 170.682 internal_count=2901 428 2473 is_linear=0 shrinkage=0.0224292 Tree=4918 num_leaves=3 num_cat=0 split_feature=11 13 split_gain=4.97411 5.06092 threshold=0.088315000000000018 -0.094744999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0090258725602520486 -0.016277776092684149 -0.00036829520787530913 leaf_weight=36.254636635363568 8.2158508406137098 140.95204325045052 leaf_count=344 110 2447 internal_value=0 0.00155442 internal_weight=0 177.207 internal_count=2901 2791 is_linear=0 shrinkage=0.0224292 Tree=4919 num_leaves=3 num_cat=0 split_feature=11 13 split_gain=4.76307 5.05077 threshold=0.088315000000000018 -0.094744999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00017456476881525711 -0.0003102645057759369 -8.2827158833436477e-06 leaf_weight=36.698426894145086 8.3546586917946097 143.0708152311272 leaf_count=344 110 2447 internal_value=0 2.90587e-05 internal_weight=0 179.769 internal_count=2901 2791 is_linear=0 shrinkage=0.000439788 Tree=4920 num_leaves=4 num_cat=0 split_feature=1447 453 484 split_gain=5.65763 4.6585 1.10281 threshold=-1.0000000180025095e-35 0.086430000000000021 -0.077539999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013320765780839119 3.3979979983339623e-05 -0.00038934197954393351 -0.0005316789845331791 leaf_weight=1.9857399854226967 163.40490133015555 5.1685237151104948 4.2389770147274239 leaf_count=99 2481 58 168 internal_value=0 2.09582e-05 -0.000405359 internal_weight=0 168.573 6.22472 internal_count=2806 2539 267 is_linear=0 shrinkage=0.000439788 Tree=4921 num_leaves=4 num_cat=0 split_feature=160 48 1 split_gain=5.51741 4.72793 3.55645 threshold=-0.09965499999999998 0.11928500000000002 0.088470000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053188495007821732 4.8512319634810419e-05 -0.00026168677424851292 -7.6832325445948293e-05 leaf_weight=5.5573185617395202 150.86440739626414 10.123276206373701 8.2355503472499532 leaf_count=252 2320 94 140 internal_value=0 2.89776e-05 -0.00026066 internal_weight=0 160.988 13.7929 internal_count=2806 2414 392 is_linear=0 shrinkage=0.000439788 Tree=4922 num_leaves=4 num_cat=0 split_feature=1447 453 484 split_gain=5.44736 4.72148 1.12657 threshold=-1.0000000180025095e-35 0.086430000000000021 -0.077539999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012454230961737568 3.2829397171340731e-05 -0.00039302983182533613 -0.00052927532070326793 leaf_weight=1.9654967726673929 163.05273538653273 5.1767913119401774 4.1915485585923298 leaf_count=99 2481 58 168 internal_value=0 1.96817e-05 -0.000400858 internal_weight=0 168.23 6.15705 internal_count=2806 2539 267 is_linear=0 shrinkage=0.000439788 Tree=4923 num_leaves=4 num_cat=0 split_feature=1447 453 484 split_gain=5.59209 4.7583 1.10495 threshold=-1.0000000180025095e-35 0.086430000000000021 -0.077539999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013035427188895428 3.6102693020022033e-05 -0.00039223598333755142 -0.00052982249520154589 leaf_weight=1.9851956602069547 162.5516352988343 5.1567482054233542 4.197865322144934 leaf_count=99 2481 58 168 internal_value=0 2.28889e-05 -0.000402361 internal_weight=0 167.708 6.18306 internal_count=2806 2539 267 is_linear=0 shrinkage=0.000439788 Tree=4924 num_leaves=4 num_cat=0 split_feature=12 12 9 split_gain=6.19762 8.47067 6.96666 threshold=0.091750000000000012 0.095150000000000012 0.037245000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.5161882713648584e-05 -0.00055180846221809408 -6.1490907138735801e-05 -0.00041432538751366629 leaf_weight=127.12409699975979 8.524290524364913 33.711639065048075 6.4029256359208366 leaf_count=1876 263 646 69 internal_value=0 -0.000160654 3.25929e-05 internal_weight=0 42.2359 133.527 internal_count=2854 909 1945 is_linear=0 shrinkage=0.000439788 Tree=4925 num_leaves=4 num_cat=0 split_feature=12 12 9 split_gain=6.21279 8.40769 7.11673 threshold=0.091750000000000012 0.095150000000000012 0.037245000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028979153218694669 -0.028421042144375994 -0.0031672466778018219 -0.021459871325441904 leaf_weight=124.48519426168059 8.2975826983456482 32.773478030620026 6.322763040312565 leaf_count=1876 263 646 69 internal_value=0 -0.0082801 0.00171759 internal_weight=0 41.0711 130.808 internal_count=2854 909 1945 is_linear=0 shrinkage=0.0224292 Tree=4926 num_leaves=4 num_cat=0 split_feature=12 12 9 split_gain=6.11347 8.389 6.69441 threshold=0.091750000000000012 0.095150000000000012 0.037245000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.7346098527254392e-05 -0.00055207597285198361 -5.9268132646096197e-05 -0.00040410884785341186 leaf_weight=126.57460998385795 8.3261721932212804 33.531549788487609 6.3683507941896087 leaf_count=1876 263 646 69 internal_value=0 -0.000157503 3.51862e-05 internal_weight=0 41.8577 132.943 internal_count=2854 909 1945 is_linear=0 shrinkage=0.000439788 Tree=4927 num_leaves=4 num_cat=0 split_feature=12 1 9 split_gain=5.95346 8.24343 6.82272 threshold=0.091750000000000012 0.12545500000000001 0.037245000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028336198508440518 -0.011845874937845112 0.018989029112095358 -0.021071640766275365 leaf_weight=124.51742158760317 36.013773104859865 4.9449394524563095 6.291541477199643 leaf_count=1876 847 62 69 internal_value=0 -0.00811607 0.00168094 internal_weight=0 40.9587 130.809 internal_count=2854 909 1945 is_linear=0 shrinkage=0.0224292 Tree=4928 num_leaves=4 num_cat=0 split_feature=52 403 4 split_gain=5.21319 5.9178 4.22761 threshold=-0.049384999999999991 -1.0000000180025095e-35 0.10597500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035707944630871454 -0.019048669565672718 -0.0010715973591373879 0.024545381595064537 leaf_weight=61.664968170749489 10.104701327974906 102.3074589427124 5.2277286304160944 leaf_count=808 583 1388 69 internal_value=0 -0.00269051 0.00521651 internal_weight=0 112.412 66.8927 internal_count=2848 1971 877 is_linear=0 shrinkage=0.0224292 Tree=4929 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=5.07631 7.603 5.28343 threshold=0.10100500000000003 0.16377000000000003 -0.19279499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1902293192225819e-05 -0.0001428318493132462 -0.00054927967883410813 0.00017968494458302814 leaf_weight=116.92591951889335 12.4477558711078 5.518676948195206 46.378668973047752 leaf_count=1867 75 267 639 internal_value=0 -4.57535e-05 0.000111416 internal_weight=0 122.445 58.8264 internal_count=2848 2134 714 is_linear=0 shrinkage=0.000439788 Tree=4930 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=4.98799 7.57544 5.32807 threshold=0.10100500000000003 0.16377000000000003 -0.19279499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2625541866103251e-05 -0.00014598160810903505 -0.00054815085335491675 0.00017754399086598516 leaf_weight=117.09249556911527 12.470165233127771 5.538086679269326 46.54136708995793 leaf_count=1867 75 267 639 internal_value=0 -4.64403e-05 0.000109152 internal_weight=0 122.631 59.0115 internal_count=2848 2134 714 is_linear=0 shrinkage=0.000439788 Tree=4931 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=5.77609 7.47119 5.25468 threshold=0.10100500000000003 0.16377000000000003 -0.19279499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5752150128170878e-05 -0.00013424274249240661 -0.00054744757384633986 0.00018473027004580356 leaf_weight=118.04683703873889 12.656448946567251 5.5404725290136403 47.170191961457022 leaf_count=1867 75 267 639 internal_value=0 -4.92209e-05 0.00011723 internal_weight=0 123.587 59.8266 internal_count=2848 2134 714 is_linear=0 shrinkage=0.000439788 Tree=4932 num_leaves=4 num_cat=0 split_feature=403 403 2 split_gain=4.82121 5.30891 0.427787 threshold=0.09389500000000002 0.03138500000000001 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00079380267818891467 -0.024311726381347966 0.014822024928974879 -0.011020035672980849 leaf_weight=159.9573666176002 4.1033036751905447 11.738088070647789 1.8008492525550535 leaf_count=2528 183 124 46 internal_value=0 0.000275314 -0.0203062 internal_weight=0 171.695 5.90415 internal_count=2881 2652 229 is_linear=0 shrinkage=0.0224292 Tree=4933 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=4.81555 6.01974 threshold=-0.13381999999999997 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019253658668553952 -0.027796584061312059 -0.00043482518866123297 leaf_weight=6.0374656008789307 4.1260927105322471 167.38454166482552 leaf_count=83 33 2765 internal_value=0 -0.0010961 internal_weight=0 171.511 internal_count=2881 2798 is_linear=0 shrinkage=0.0224292 Tree=4934 num_leaves=4 num_cat=0 split_feature=403 403 2 split_gain=4.67837 5.0561 0.477502 threshold=0.09389500000000002 0.03138500000000001 0.09742000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0007669513811070786 -0.024267337305771516 0.014456870092246299 -0.0099782679557658769 leaf_weight=159.82838272230583 4.1187763435300431 11.764763345883692 1.6995955331949515 leaf_count=2528 184 124 45 internal_value=0 0.000278316 -0.0201397 internal_weight=0 171.593 5.81837 internal_count=2881 2652 229 is_linear=0 shrinkage=0.0224292 Tree=4935 num_leaves=3 num_cat=0 split_feature=2 48 split_gain=4.8134 4.76315 threshold=-0.13381999999999997 0.092825000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037645000600178491 -5.6931734702996318e-05 0.00012628317223165896 leaf_weight=6.0822261930443338 139.78063570999075 34.130018920346629 leaf_count=83 2460 338 internal_value=0 -2.09658e-05 internal_weight=0 173.911 internal_count=2881 2798 is_linear=0 shrinkage=0.000439788 Tree=4936 num_leaves=4 num_cat=0 split_feature=42 1 42 split_gain=6.00606 8.38941 7.41997 threshold=0.092235000000000025 0.10954500000000002 0.091275000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030101849966119871 -0.023413472195522433 0.0046783859644338619 0.027246407621855182 leaf_weight=142.85405262485438 13.014686251786772 9.0602873200550658 5.0752087416185523 leaf_count=2196 429 143 50 internal_value=0 -0.0118896 0.000647482 internal_weight=0 22.075 147.929 internal_count=2818 572 2246 is_linear=0 shrinkage=0.0224292 Tree=4937 num_leaves=4 num_cat=0 split_feature=42 1 42 split_gain=5.78968 8.14491 7.09983 threshold=0.092235000000000025 0.10954500000000002 0.091275000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029427006940308101 -0.023183433059624461 0.0045808883559639475 0.026666082230164832 leaf_weight=142.85292541758099 12.851067951269217 9.0461506859865022 5.0698254398012059 leaf_count=2196 429 143 50 internal_value=0 -0.0117195 0.000633076 internal_weight=0 21.8972 147.923 internal_count=2818 572 2246 is_linear=0 shrinkage=0.0224292 Tree=4938 num_leaves=4 num_cat=0 split_feature=42 1 42 split_gain=5.51145 8.27842 6.60843 threshold=0.092235000000000025 0.10954500000000002 0.091275000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7899590234472369e-06 -0.00045050293101382948 9.0870406831495171e-05 0.00049970538766543418 leaf_weight=145.71383896729094 13.041114649386147 9.3822815106250328 5.1186168369022189 leaf_count=2196 429 143 50 internal_value=0 -0.0002241 9.49335e-06 internal_weight=0 22.4234 150.832 internal_count=2818 572 2246 is_linear=0 shrinkage=0.000439788 Tree=4939 num_leaves=4 num_cat=0 split_feature=42 1 42 split_gain=5.57488 7.90805 6.78418 threshold=0.092235000000000025 0.10954500000000002 0.091275000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028964105280084046 -0.022946938169698141 0.0044862029350280783 0.026075534862844526 leaf_weight=142.90684246159799 12.695645228144715 9.0388061050325614 5.0653837800782631 leaf_count=2196 429 143 50 internal_value=0 -0.0115443 0.000616139 internal_weight=0 21.7345 147.972 internal_count=2818 572 2246 is_linear=0 shrinkage=0.0224292 Tree=4940 num_leaves=4 num_cat=0 split_feature=403 49 15 split_gain=6.63751 6.63612 0.686074 threshold=0.09389500000000002 -0.085934999999999984 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020180182751232729 -0.00021863922790858775 5.8445273681566864e-05 -0.00052412347117715256 leaf_weight=21.697051024122629 2.1563887380179949 148.81870640027046 4.4084917559521264 leaf_count=173 70 2399 147 internal_value=0 2.53116e-05 -0.000424705 internal_weight=0 170.516 6.56488 internal_count=2789 2572 217 is_linear=0 shrinkage=0.000439788 Tree=4941 num_leaves=4 num_cat=0 split_feature=403 49 15 split_gain=6.62823 6.67244 0.713371 threshold=0.09389500000000002 -0.085934999999999984 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019815710035563989 -0.00021102735066626534 6.1789020088985069e-05 -0.00052078348016894695 leaf_weight=21.863696479354985 2.1832787054008804 150.11532605395769 4.4279192144167601 leaf_count=173 70 2399 147 internal_value=0 2.87237e-05 -0.000419392 internal_weight=0 171.979 6.6112 internal_count=2789 2572 217 is_linear=0 shrinkage=0.000439788 Tree=4942 num_leaves=4 num_cat=0 split_feature=403 49 15 split_gain=6.57872 6.79085 0.693382 threshold=0.09389500000000002 -0.085934999999999984 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020461534761183003 -0.00021657058761384167 5.8531893584058757e-05 -0.00052338362273284867 leaf_weight=21.71392568142619 2.1640867287060246 149.05962664123217 4.3963713547564103 leaf_count=173 70 2399 147 internal_value=0 2.50535e-05 -0.000423098 internal_weight=0 170.774 6.56046 internal_count=2789 2572 217 is_linear=0 shrinkage=0.000439788 Tree=4943 num_leaves=4 num_cat=0 split_feature=403 49 15 split_gain=6.52729 6.96185 0.671226 threshold=0.09389500000000002 -0.085934999999999984 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01062510669908724 -0.011195702048207332 0.0030539850571303572 -0.026788060629431443 leaf_weight=21.436212410393637 2.1078593295824248 146.64897150888282 4.3062617562827645 leaf_count=173 70 2399 147 internal_value=0 0.00130846 -0.0217124 internal_weight=0 168.085 6.41412 internal_count=2789 2572 217 is_linear=0 shrinkage=0.0224292 Tree=4944 num_leaves=3 num_cat=0 split_feature=51 38 split_gain=5.80269 5.0765 threshold=-0.40775499999999992 0.085905000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055436764894348462 2.64318356921712e-05 -0.00044188620260450588 leaf_weight=3.5204778737097504 172.97673034781474 4.5766853457316747 leaf_count=103 2664 55 internal_value=0 1.43141e-05 internal_weight=0 177.553 internal_count=2822 2719 is_linear=0 shrinkage=0.000439788 Tree=4945 num_leaves=3 num_cat=0 split_feature=51 38 split_gain=5.8081 5.02421 threshold=-0.40775499999999992 0.085905000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055438211550491137 2.7168143409405931e-05 -0.00044085774468752915 leaf_weight=3.5140803498507003 172.01548260811251 4.5345970578491679 leaf_count=103 2664 55 internal_value=0 1.51008e-05 internal_weight=0 176.55 internal_count=2822 2719 is_linear=0 shrinkage=0.000439788 Tree=4946 num_leaves=3 num_cat=0 split_feature=51 38 split_gain=5.75887 5.23107 threshold=-0.40775499999999992 0.085905000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028378232325344949 0.0013911486808847195 -0.023102182200509271 leaf_weight=3.4610847169242325 170.22074036211416 4.4834908079355946 leaf_count=103 2664 55 internal_value=0 0.000760113 internal_weight=0 174.704 internal_count=2822 2719 is_linear=0 shrinkage=0.0224292 Tree=4947 num_leaves=3 num_cat=0 split_feature=38 42 split_gain=4.9587 5.24493 threshold=0.085905000000000023 0.09202500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023742818208292251 -0.022639186070803303 -0.0088600683832396176 leaf_weight=149.16971288318746 4.6434892002725965 24.294119658879936 leaf_count=2167 61 594 internal_value=0 0.000800076 internal_weight=0 173.464 internal_count=2822 2761 is_linear=0 shrinkage=0.0224292 Tree=4948 num_leaves=4 num_cat=0 split_feature=3 15 1 split_gain=8.17179 6.64612 3.2733 threshold=-0.15490999999999996 -0.089804999999999982 0.078435000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00051475554224204487 -0.00017287103738849815 2.2329136295206118e-05 0.00011908162599863712 leaf_weight=7.1325957160443094 47.375876500678714 117.04944997625716 9.3413981244666484 leaf_count=33 690 1945 149 internal_value=0 -3.39274e-05 0.000290791 internal_weight=0 164.425 16.474 internal_count=2817 2635 182 is_linear=0 shrinkage=0.000439788 Tree=4949 num_leaves=4 num_cat=0 split_feature=3 15 1 split_gain=8.43209 7.01377 3.21903 threshold=-0.15490999999999996 -0.089804999999999982 0.078435000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026532242184160792 -0.009092688367047505 0.0012195622938084274 0.0063660531597330514 leaf_weight=7.0888968126382705 46.583471839607228 115.18329583450395 9.0918651391984877 leaf_count=33 690 1945 149 internal_value=0 -0.00175075 0.0152218 internal_weight=0 161.767 16.1808 internal_count=2817 2635 182 is_linear=0 shrinkage=0.0224292 Tree=4950 num_leaves=4 num_cat=0 split_feature=3 15 1 split_gain=8.09207 6.69934 3.12825 threshold=-0.15490999999999996 -0.089804999999999982 0.078435000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026165347191541927 -0.0088844689491989325 0.001192071936951029 0.0062318522274437647 leaf_weight=7.0280304555781212 46.606090190005489 115.19678049675713 9.0798895836342108 leaf_count=33 690 1945 149 internal_value=0 -0.0017111 0.0149497 internal_weight=0 161.803 16.1079 internal_count=2817 2635 182 is_linear=0 shrinkage=0.0224292 Tree=4951 num_leaves=4 num_cat=0 split_feature=3 15 1 split_gain=7.7654 6.39895 3.03978 threshold=-0.15490999999999996 -0.089804999999999982 0.078435000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025802604692069894 -0.0086809440726251953 0.0011652040382388699 0.0061001889236963628 leaf_weight=6.9679356180131462 46.629110009176657 115.20999332724023 9.0683592216810194 leaf_count=33 690 1945 149 internal_value=0 -0.00167236 0.0146816 internal_weight=0 161.839 16.0363 internal_count=2817 2635 182 is_linear=0 shrinkage=0.0224292 Tree=4952 num_leaves=4 num_cat=0 split_feature=160 453 150 split_gain=5.36436 5.89079 2.95522 threshold=0.098760000000000014 1.0000000180025095e-35 0.086870000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027650773112656746 -0.02155887102161641 -0.021918236972164364 -0.002221856984992597 leaf_weight=161.61582136742072 7.70503661604016 4.9959682836197308 8.2035504421219212 leaf_count=2569 195 53 35 internal_value=0 0.0020225 -0.011602 internal_weight=0 166.612 15.9086 internal_count=2852 2622 230 is_linear=0 shrinkage=0.0224292 Tree=4953 num_leaves=4 num_cat=0 split_feature=160 484 150 split_gain=5.08427 4.90866 2.93961 threshold=0.098760000000000014 0.097360000000000016 0.086870000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.1405920359597318e-05 -0.00041447651739462573 -0.00036947995321666286 -3.7994382557884191e-05 leaf_weight=163.65523218383896 7.7992675636778612 5.5219788142130701 8.2466592015698534 leaf_count=2482 195 140 35 internal_value=0 3.7628e-05 -0.000221262 internal_weight=0 169.177 16.0459 internal_count=2852 2622 230 is_linear=0 shrinkage=0.000439788 Tree=4954 num_leaves=4 num_cat=0 split_feature=160 453 150 split_gain=5.13662 5.64456 2.86432 threshold=0.098760000000000014 1.0000000180025095e-35 0.086870000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027009486272918711 -0.021237211431884277 -0.02149133726294419 -0.0021654497727309754 leaf_weight=161.66830219504482 7.6461521916498887 4.9829551952425382 8.2090275473892671 leaf_count=2569 195 53 35 internal_value=0 0.00197521 -0.0113773 internal_weight=0 166.651 15.8552 internal_count=2852 2622 230 is_linear=0 shrinkage=0.0224292 Tree=4955 num_leaves=4 num_cat=0 split_feature=1456 453 159 split_gain=5.05483 4.69204 2.19644 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.46900499999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010077990200158697 3.9116234821459643e-05 -0.0003911251098376317 -0.00050406264915731254 leaf_weight=1.4987321947410235 173.67763099077274 5.0259664214681825 5.0524692463804959 leaf_count=36 2531 52 233 internal_value=0 2.69754e-05 -0.000365801 internal_weight=0 178.704 6.5512 internal_count=2852 2583 269 is_linear=0 shrinkage=0.000439788 Tree=4956 num_leaves=4 num_cat=0 split_feature=1447 3 42 split_gain=5.55542 5.23447 0.428266 threshold=-1.0000000180025095e-35 -0.16935999999999998 0.090145000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02634707823960741 0.016148210647202062 -2.7245452634550007e-05 -0.012288994082952021 leaf_weight=3.7411093770060679 10.722893231897613 159.55288027841016 1.6117307835083918 leaf_count=195 127 2432 71 internal_value=0 0.000993079 -0.0221729 internal_weight=0 170.276 5.35284 internal_count=2825 2559 266 is_linear=0 shrinkage=0.0224292 Tree=4957 num_leaves=4 num_cat=0 split_feature=1447 156 0 split_gain=5.43007 5.12824 0.45267 threshold=-1.0000000180025095e-35 0.091280000000000014 -0.071044999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050865397405117411 3.9348760704904318e-05 -0.00026478980106503438 -0.00022078666777038675 leaf_weight=3.8679085906769615 160.9193573280354 11.469342436292207 1.5126337846741069 leaf_count=221 2330 229 45 internal_value=0 1.90868e-05 -0.000428793 internal_weight=0 172.389 5.38054 internal_count=2825 2559 266 is_linear=0 shrinkage=0.000439788 Tree=4958 num_leaves=4 num_cat=0 split_feature=1447 3 0 split_gain=5.38144 5.18842 0.481137 threshold=-1.0000000180025095e-35 -0.16935999999999998 -0.071044999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050747392826102353 0.00031281065085629866 -1.2199077602945732e-06 -0.000212778120267403 leaf_weight=3.8996526425762568 10.834821592434308 162.935398413043 1.5318829650641408 leaf_count=221 127 2432 45 internal_value=0 1.83926e-05 -0.000425396 internal_weight=0 173.77 5.43154 internal_count=2825 2559 266 is_linear=0 shrinkage=0.000439788 Tree=4959 num_leaves=4 num_cat=0 split_feature=1447 3 42 split_gain=5.38042 5.03451 0.433498 threshold=-1.0000000180025095e-35 -0.16935999999999998 0.090145000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026244622571240005 0.015876008389540338 -2.7656069192667367e-05 -0.012050247544075155 leaf_weight=3.6718338718055739 10.664591700653544 159.65666125540156 1.6054200176149604 leaf_count=195 127 2432 71 internal_value=0 0.000969813 -0.0219855 internal_weight=0 170.321 5.27725 internal_count=2825 2559 266 is_linear=0 shrinkage=0.0224292 Tree=4960 num_leaves=4 num_cat=0 split_feature=475 402 49 split_gain=4.96031 6.74335 3.69641 threshold=-0.08459499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.036440250734192249 -0.022396090446933019 0.0016791724872646824 -0.005914407892554905 leaf_weight=3.0192473159113433 6.0496093076944808 164.49251135760278 5.8424593762028945 leaf_count=72 341 2309 127 internal_value=0 0.000822744 -0.0163708 internal_weight=0 170.542 8.86171 internal_count=2849 2650 199 is_linear=0 shrinkage=0.0224292 Tree=4961 num_leaves=4 num_cat=0 split_feature=1213 403 4 split_gain=4.74989 9.11216 2.26857 threshold=-1.0000000180025095e-35 0.092300000000000007 0.054720000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046113997697414222 -7.6949069566960951e-06 0.00046205758601794959 8.3724557963567642e-05 leaf_weight=6.1177995282923785 165.98958498740103 8.371362934005445 1.9398686443455515 leaf_count=391 2314 111 33 internal_value=0 1.49068e-05 -0.000330077 internal_weight=0 174.361 8.05767 internal_count=2849 2425 424 is_linear=0 shrinkage=0.000439788 Tree=4962 num_leaves=4 num_cat=0 split_feature=403 403 160 split_gain=4.78309 8.45343 4.56112 threshold=0.092300000000000007 0.10150000000000002 -0.40187499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023711721671581275 0.039624036780501463 -0.0018248258963777474 -0.00033593467531661066 leaf_weight=4.2899607373838071 4.1155498333391716 6.1641032503102906 164.74434018789907 leaf_count=227 33 196 2393 internal_value=0 0.0148123 -0.000931805 internal_weight=0 10.2797 169.034 internal_count=2849 229 2620 is_linear=0 shrinkage=0.0224292 Tree=4963 num_leaves=4 num_cat=0 split_feature=475 402 49 split_gain=4.7737 6.60999 3.59976 threshold=-0.08459499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00070482974607213921 -0.0004348314464398412 3.2012751518727624e-05 -0.00011458160952972955 leaf_weight=2.9993544935714453 6.0611314297711933 166.51645901919983 5.9421885598858335 leaf_count=72 341 2309 127 internal_value=0 1.55703e-05 -0.000313655 internal_weight=0 172.578 8.94154 internal_count=2849 2650 199 is_linear=0 shrinkage=0.000439788 Tree=4964 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.56809 9.83251 8.05503 threshold=1.0000000180025095e-35 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032284622303621027 2.0149650017155515e-05 2.8408094382375094e-05 0.0004942590182901007 leaf_weight=25.529168469831347 111.24730404128786 38.849851792183472 7.3726023742929092 leaf_count=667 1312 812 116 internal_value=0 -0.000110934 4.96918e-05 internal_weight=0 64.379 118.62 internal_count=2907 1479 1428 is_linear=0 shrinkage=0.000439788 Tree=4965 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.74408 9.71677 7.58078 threshold=1.0000000180025095e-35 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032028429541212879 2.4062641252616099e-05 2.7650432640621307e-05 0.00048186187920581637 leaf_weight=25.64618612198683 111.89921624248382 39.283210949070053 7.4437058583134776 leaf_count=667 1312 812 116 internal_value=0 -0.000109833 5.26892e-05 internal_weight=0 64.9294 119.343 internal_count=2907 1479 1428 is_linear=0 shrinkage=0.000439788 Tree=4966 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.1261 9.86215 7.97565 threshold=1.0000000180025095e-35 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032060652232860601 1.7836095957024739e-05 3.2286932019703855e-05 0.00049094429586322248 leaf_weight=25.309385203203419 110.50550548534375 38.742944115889259 7.3312478759326032 leaf_count=667 1312 812 116 internal_value=0 -0.000107208 4.73454e-05 internal_weight=0 64.0523 117.837 internal_count=2907 1479 1428 is_linear=0 shrinkage=0.000439788 Tree=4967 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.2031 9.90716 7.90683 threshold=1.0000000180025095e-35 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032178928697532784 1.8016567527520115e-05 3.1413749791161585e-05 0.00048728235976146179 leaf_weight=25.358936119315331 110.54734742490109 38.902111281786347 7.3912436316022641 leaf_count=667 1312 812 116 internal_value=0 -0.000108023 4.74997e-05 internal_weight=0 64.261 117.939 internal_count=2907 1479 1428 is_linear=0 shrinkage=0.000439788 Tree=4968 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=5.14643 5.14515 5.08013 threshold=-1.0000000180025095e-35 -0.10072999999999999 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021023320058369491 0.0093776671992318577 -0.00019007283921967759 0.01577770564479208 leaf_weight=9.2373881705570948 36.23997446836438 128.41149526594381 2.355231956113129 leaf_count=430 338 2048 14 internal_value=0 0.00191664 -0.0135329 internal_weight=0 164.651 11.5926 internal_count=2830 2386 444 is_linear=0 shrinkage=0.0224292 Tree=4969 num_leaves=4 num_cat=0 split_feature=484 3 150 split_gain=5.41778 5.40358 4.94021 threshold=-1.0000000180025095e-35 -0.10072999999999999 0.094545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041078751032208035 0.00018607499869813403 -4.5895751522407019e-06 0.00029932316347027355 leaf_weight=9.5120495341252518 36.878336146648508 130.18473233720579 2.3502723947167388 leaf_count=430 338 2048 14 internal_value=0 3.75151e-05 -0.000269839 internal_weight=0 167.063 11.8623 internal_count=2830 2386 444 is_linear=0 shrinkage=0.000439788 Tree=4970 num_leaves=4 num_cat=0 split_feature=484 150 4 split_gain=5.2032 4.96591 4.82926 threshold=-1.0000000180025095e-35 0.094545000000000018 0.0063000000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040913271627891529 -2.173196729433035e-05 0.00030321198892262354 0.00013210695211060184 leaf_weight=9.3537193087686301 102.42881754464179 2.3568427744321516 64.183210761810187 leaf_count=430 1727 14 659 internal_value=0 -0.000265508 3.75391e-05 internal_weight=0 11.7106 166.612 internal_count=2830 444 2386 is_linear=0 shrinkage=0.000439788 Tree=4971 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=4.96082 8.5394 6.94435 threshold=0.094655000000000017 -0.11327499999999999 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020606326320935111 0.00017140686348353397 -0.00010170072164999857 -0.00021082828137181418 leaf_weight=21.586212507681921 56.139007390942425 90.379102533377591 10.975588716799392 leaf_count=165 692 1832 141 internal_value=0 -4.23407e-05 0.000108856 internal_weight=0 111.965 67.1146 internal_count=2830 1997 833 is_linear=0 shrinkage=0.000439788 Tree=4972 num_leaves=3 num_cat=0 split_feature=394 157 split_gain=4.94814 4.64616 threshold=-0.086719999999999978 -0.077664999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044362578722695047 0.00021664747926834402 5.4475905305409189e-06 leaf_weight=4.2996802360867141 23.120681267115287 155.73725394401117 leaf_count=112 333 2421 internal_value=0 3.27693e-05 internal_weight=0 178.858 internal_count=2866 2754 is_linear=0 shrinkage=0.000439788 Tree=4973 num_leaves=3 num_cat=0 split_feature=394 1374 split_gain=4.81018 5.0214 threshold=-0.086719999999999978 -0.095439999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043864501197089805 -0.00038760187151696168 4.7287317996376e-05 leaf_weight=4.2352567451307541 5.2718905285000792 174.49789682659321 leaf_count=112 41 2713 internal_value=0 3.4494e-05 internal_weight=0 179.77 internal_count=2866 2754 is_linear=0 shrinkage=0.000439788 Tree=4974 num_leaves=3 num_cat=0 split_feature=394 1374 split_gain=4.94123 5.05496 threshold=-0.086719999999999978 -0.095439999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044453898324752975 -0.00039069018860632345 4.6374667325728666e-05 leaf_weight=4.2657332002418107 5.2558011300861827 172.35185491523589 leaf_count=112 41 2713 internal_value=0 3.34004e-05 internal_weight=0 177.608 internal_count=2866 2754 is_linear=0 shrinkage=0.000439788 Tree=4975 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=4.91197 5.64 threshold=-0.095439999999999983 -0.061194999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020239083504538624 0.0071288946315093589 -0.0012466151441534947 leaf_weight=5.2126600174233308 63.762450223031919 110.54202090956096 leaf_count=41 844 1981 internal_value=0 0.00181768 internal_weight=0 174.304 internal_count=2866 2825 is_linear=0 shrinkage=0.0224292 Tree=4976 num_leaves=4 num_cat=0 split_feature=401 480 2 split_gain=4.15048 3.26713 2.12405 threshold=0.083100000000000021 0.08456000000000001 0.10773000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016959050388444306 -0.025449557881405245 -0.016579161402546356 0.0031240806881602354 leaf_weight=175.88357188018563 4.5245155703742048 5.0438941493339362 1.8328583871480075 leaf_count=2442 206 183 51 internal_value=0 0.00118474 -0.017227 internal_weight=0 180.927 6.35737 internal_count=2882 2625 257 is_linear=0 shrinkage=0.0224292 Tree=4977 num_leaves=4 num_cat=0 split_feature=401 160 2 split_gain=4.05792 3.21729 2.19484 threshold=0.083100000000000021 0.086095000000000019 0.10773000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5154411903698705e-05 -0.0004943650804208543 -0.0001217408247108302 6.5310142033680535e-05 leaf_weight=158.07337148416264 4.6151376953930585 25.998202495742589 1.9096106378710827 leaf_count=2299 206 326 51 internal_value=0 2.1572e-05 -0.000330851 internal_weight=0 184.072 6.52475 internal_count=2882 2625 257 is_linear=0 shrinkage=0.000439788 Tree=4978 num_leaves=4 num_cat=0 split_feature=401 480 2 split_gain=4.00386 3.23517 2.21027 threshold=0.083100000000000021 0.08456000000000001 0.11234000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2404482384047126e-05 -0.00048641571793552562 -0.00032183879769746637 9.7852435826912074e-05 leaf_weight=178.2976353996346 4.6883310239063567 5.1107634431973556 1.6984787952387703 leaf_count=2442 210 183 47 internal_value=0 2.25009e-05 -0.00033121 internal_weight=0 183.408 6.38681 internal_count=2882 2625 257 is_linear=0 shrinkage=0.000439788 Tree=4979 num_leaves=4 num_cat=0 split_feature=401 160 2 split_gain=4.05066 3.14834 2.14005 threshold=0.083100000000000021 0.086095000000000019 0.10773000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6467305964240984e-05 -0.0004954439157737597 -0.00011884258338411349 6.114532472716318e-05 leaf_weight=157.11230214031821 4.5273746743332586 25.946448087808676 1.8867065485683268 leaf_count=2299 206 326 51 internal_value=0 2.30266e-05 -0.000332027 internal_weight=0 183.059 6.41408 internal_count=2882 2625 257 is_linear=0 shrinkage=0.000439788 Tree=4980 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=4.71681 4.35594 threshold=0.087110000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012976034790940566 -0.017668042693726405 0.0032807361138479773 leaf_weight=8.7021518576075305 6.0251583915669462 168.49480191514886 leaf_count=435 75 2354 internal_value=0 0.00248105 internal_weight=0 177.197 internal_count=2864 2789 is_linear=0 shrinkage=0.0224292 Tree=4981 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=4.26689 4.42196 threshold=0.087110000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00025575509856352511 -0.00032635415114298983 6.2495077548020852e-05 leaf_weight=8.8635607837641128 6.1091758585534981 171.27379879323416 leaf_count=435 75 2354 internal_value=0 4.68103e-05 internal_weight=0 180.137 internal_count=2864 2789 is_linear=0 shrinkage=0.000439788 Tree=4982 num_leaves=3 num_cat=0 split_feature=1374 1213 split_gain=4.50842 4.18236 threshold=0.087110000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012771102206905178 -0.017294628814246267 0.0032052493196376764 leaf_weight=8.6483780183480103 6.0125429693143806 168.55459060522844 leaf_count=435 75 2354 internal_value=0 0.00242423 internal_weight=0 177.203 internal_count=2864 2789 is_linear=0 shrinkage=0.0224292 Tree=4983 num_leaves=3 num_cat=0 split_feature=1374 1211 split_gain=4.31697 3.89166 threshold=0.087110000000000007 0.079615000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0028982931009186594 -0.016946077751707592 -0.018552695747684114 leaf_weight=172.81088306334277 5.9991271418984971 4.3432311149081206 leaf_count=2630 75 159 internal_value=0 0.00237044 internal_weight=0 177.154 internal_count=2864 2789 is_linear=0 shrinkage=0.0224292 Tree=4984 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=7.17463 7.62499 6.50254 threshold=-0.077784999999999979 -0.10072999999999999 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083618828616492604 0.0030320759259698897 -0.011167663986767428 0.023942953363695597 leaf_weight=73.388366338214837 57.825621418945957 41.75322138343472 8.575182280095758 leaf_count=579 877 1269 124 internal_value=0 -0.00351784 0.00573867 internal_weight=0 115.142 66.4008 internal_count=2849 1848 1001 is_linear=0 shrinkage=0.0224292 Tree=4985 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=6.86152 8.20357 6.22419 threshold=-0.077784999999999979 -0.10072999999999999 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1224974086192287e-05 5.7901136796848575e-05 -0.0002209946071790294 0.00045635408336627229 leaf_weight=74.414021089905873 58.840445612440817 42.462132686836412 8.686641371867152 leaf_count=579 877 1269 124 internal_value=0 -6.67972e-05 0.000109272 internal_weight=0 116.876 67.5271 internal_count=2849 1848 1001 is_linear=0 shrinkage=0.000439788 Tree=4986 num_leaves=4 num_cat=0 split_feature=0 0 42 split_gain=6.86167 7.3505 5.30555 threshold=-0.077784999999999979 -0.10072999999999999 -0.092674999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00082226201479404959 0.023560719869014389 -0.010984074111363058 0.0033710049620108199 leaf_weight=73.396886528877076 7.3475683880969873 41.523221701500006 59.009663013799582 leaf_count=579 86 1269 915 internal_value=0 -0.00344475 0.00561269 internal_weight=0 114.92 66.3572 internal_count=2849 1848 1001 is_linear=0 shrinkage=0.0224292 Tree=4987 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=6.49626 7.59717 6.10451 threshold=-0.077784999999999979 -0.10072999999999999 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.923199047559924e-05 5.5589357770961978e-05 -0.00021474915122362845 0.00045150957875571523 leaf_weight=74.364797327609267 58.676795900828438 41.97585185006028 8.6238284591818211 leaf_count=579 877 1269 124 internal_value=0 -6.52101e-05 0.000106436 internal_weight=0 116.341 67.3006 internal_count=2849 1848 1001 is_linear=0 shrinkage=0.000439788 Tree=4988 num_leaves=4 num_cat=0 split_feature=4 403 0 split_gain=5.35247 4.44494 0.0542539 threshold=0.50959500000000013 0.03138500000000001 -0.069999999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2024031396208012e-05 0.0004759054056786216 0.00020236743666433572 0.00037791676964528642 leaf_weight=161.82143236610864 3.001352611463517 19.068933162838221 2.8042226067045695 leaf_count=2356 78 313 70 internal_value=0 1.64952e-06 0.000429969 internal_weight=0 180.89 5.80558 internal_count=2817 2669 148 is_linear=0 shrinkage=0.000439788 Tree=4989 num_leaves=4 num_cat=0 split_feature=4 403 1 split_gain=5.0102 4.7902 0.0601224 threshold=0.50959500000000013 0.03138500000000001 0.11372500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010580227694536345 0.018393858226575889 0.010932010893191749 0.023853283223200825 leaf_weight=159.04580439886195 2.1220292672514907 18.718041757238097 3.4164560468052514 leaf_count=2356 18 313 130 internal_value=0 0.000205533 0.0218319 internal_weight=0 177.764 5.53849 internal_count=2817 2669 148 is_linear=0 shrinkage=0.0224292 Tree=4990 num_leaves=4 num_cat=0 split_feature=4 15 1 split_gain=4.88517 4.76862 0.062349 threshold=0.50959500000000013 -0.11532999999999999 0.11372500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0094514833590216615 0.018244043139992568 0.0015982174403082756 0.02382249148711979 leaf_weight=22.473456515988801 2.0919660404324523 155.34521024735295 3.3449744202080183 leaf_count=302 18 2367 130 internal_value=0 0.000200846 0.0217474 internal_weight=0 177.819 5.43694 internal_count=2817 2669 148 is_linear=0 shrinkage=0.0224292 Tree=4991 num_leaves=4 num_cat=0 split_feature=4 15 1 split_gain=5.05217 4.54136 0.0587683 threshold=0.50959500000000013 -0.11532999999999999 0.11372500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017980037455130353 0.00036110229730740805 3.0014874888842533e-05 0.00046651559583718312 leaf_weight=22.820531099394429 2.1582369022071353 157.82773028657539 3.4346231443341821 leaf_count=302 18 2367 130 internal_value=0 3.4936e-06 0.000427204 internal_weight=0 180.648 5.59286 internal_count=2817 2669 148 is_linear=0 shrinkage=0.000439788 Tree=4992 num_leaves=4 num_cat=0 split_feature=158 11 15 split_gain=4.60148 4.09829 0.18572 threshold=0.10809000000000001 0.08184000000000001 -0.067924999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018743457090149515 -0.016824179197700108 -0.011969547590893814 -0.026634853464042863 leaf_weight=162.45690267278405 1.8815262608695773 11.501358236127997 2.4304402597772414 leaf_count=2554 53 157 98 internal_value=0 0.000957835 -0.022447 internal_weight=0 173.958 4.31197 internal_count=2862 2711 151 is_linear=0 shrinkage=0.0224292 Tree=4993 num_leaves=4 num_cat=0 split_feature=43 1456 4 split_gain=4.10215 4.03093 1.43588 threshold=0.25734000000000007 -1.0000000180025095e-35 0.10947000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034062343411115395 -0.00059292100164903404 3.2744529683388619e-05 -9.6444177103245711e-05 leaf_weight=5.7625107229541745 2.8140341193211489 171.17521999953897 1.8849388002417979 leaf_count=266 145 2426 25 internal_value=0 2.05492e-05 -0.000394961 internal_weight=0 176.938 4.69897 internal_count=2862 2692 170 is_linear=0 shrinkage=0.000439788 Tree=4994 num_leaves=4 num_cat=0 split_feature=158 41 15 split_gain=4.613 4.22621 0.184451 threshold=0.10828500000000001 0.082980000000000012 -0.067924999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2535085678690785e-05 -0.00033029565353579274 -0.00030484276345690408 -0.00052117303707812756 leaf_weight=168.65354829459102 1.903934442438185 7.4816498621366909 2.4440297641267525 leaf_count=2612 51 102 97 internal_value=0 1.81729e-05 -0.000439399 internal_weight=0 176.135 4.34796 internal_count=2862 2714 148 is_linear=0 shrinkage=0.000439788 Tree=4995 num_leaves=3 num_cat=0 split_feature=41 158 split_gain=4.03105 4.62542 threshold=0.082980000000000012 0.084965000000000027 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020631317882911925 -0.015744923862270013 -0.012860933888396538 leaf_weight=159.70668291658512 7.4515424668206824 11.159496062609831 leaf_count=2459 105 298 internal_value=0 0.00108709 internal_weight=0 170.866 internal_count=2862 2757 is_linear=0 shrinkage=0.0224292 Tree=4996 num_leaves=4 num_cat=0 split_feature=1456 52 159 split_gain=5.9968 5.26718 0.459208 threshold=-1.0000000180025095e-35 -0.51296999999999993 -0.42480999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021460947091472322 -0.00047810121708398456 2.0828051759308161e-05 -0.00050286736158713821 leaf_weight=1.4449850779055848 4.170091863081324 177.30583103199024 4.6089856564649372 leaf_count=67 162 2399 212 internal_value=0 9.31419e-06 -0.000434956 internal_weight=0 181.476 6.05397 internal_count=2840 2561 279 is_linear=0 shrinkage=0.000439788 Tree=4997 num_leaves=4 num_cat=0 split_feature=1456 52 12 split_gain=5.87254 4.96571 0.45102 threshold=-1.0000000180025095e-35 -0.51296999999999993 0.092495000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050590103117682155 -0.00047654990591128099 1.9169211557473843e-05 -0.00022301027932732404 leaf_weight=4.4443945362581863 3.9782133329426861 175.70105235514347 1.503155769780278 leaf_count=210 162 2399 69 internal_value=0 8.14421e-06 -0.000435347 internal_weight=0 179.679 5.94755 internal_count=2840 2561 279 is_linear=0 shrinkage=0.000439788 Tree=4998 num_leaves=4 num_cat=0 split_feature=1456 52 12 split_gain=5.67571 4.79898 0.444283 threshold=-1.0000000180025095e-35 -0.51296999999999993 0.093435000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025759807810764441 -0.024326463338465967 0.00092735099808242526 -0.011186724481387942 leaf_weight=4.3398515852168194 3.8512935265898696 172.58248936806922 1.4458299258258192 leaf_count=213 162 2399 66 internal_value=0 0.000373524 -0.0221668 internal_weight=0 176.434 5.78568 internal_count=2840 2561 279 is_linear=0 shrinkage=0.0224292 Tree=4999 num_leaves=4 num_cat=0 split_feature=1456 52 12 split_gain=5.6113 4.91238 0.462699 threshold=-1.0000000180025095e-35 -0.51296999999999993 0.093435000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050422365401284609 -0.00047565317362625127 1.8332366380005551e-05 -0.00021443517522672992 leaf_weight=4.3243883149989406 3.9629117977456181 175.37179028449464 1.4681824579311067 leaf_count=213 162 2399 66 internal_value=0 7.36688e-06 -0.00043172 internal_weight=0 179.335 5.79257 internal_count=2840 2561 279 is_linear=0 shrinkage=0.000439788 Tree=5000 num_leaves=4 num_cat=0 split_feature=484 49 1 split_gain=5.40735 5.59952 1.99579 threshold=-0.079734999999999986 -0.088014999999999996 0.11566000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026305174340840651 -0.0098572318954534329 0.0023784486162481233 0.001802598042080469 leaf_weight=5.1897879930038462 21.53868344926741 147.9184063962166 1.6778438314795492 leaf_count=271 163 2408 18 internal_value=0 0.000822309 -0.0194521 internal_weight=0 169.457 6.86763 internal_count=2860 2571 289 is_linear=0 shrinkage=0.0224292 Tree=5001 num_leaves=4 num_cat=0 split_feature=484 49 1 split_gain=5.24472 5.43452 1.96986 threshold=-0.079734999999999986 -0.0019649999999999997 0.11566000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026232291705243407 -0.0051488041050379227 0.0035129318108641479 0.0017631733532860714 leaf_weight=5.0886739378038319 53.007369427738013 116.48116684806882 1.6773189275991169 leaf_count=271 506 2065 18 internal_value=0 0.000803708 -0.0193067 internal_weight=0 169.489 6.76599 internal_count=2860 2571 289 is_linear=0 shrinkage=0.0224292 Tree=5002 num_leaves=4 num_cat=0 split_feature=484 49 1 split_gain=5.12368 4.97379 2.08459 threshold=-0.079734999999999986 -0.088014999999999996 0.11593500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051142404889251104 -0.00018155104654634017 4.3131014607732203e-05 5.9139943690526063e-05 leaf_weight=5.1475961231626561 21.801530113385525 150.41009350937384 1.624151562573388 leaf_count=272 163 2408 17 internal_value=0 1.46699e-05 -0.000374797 internal_weight=0 172.212 6.77175 internal_count=2860 2571 289 is_linear=0 shrinkage=0.000439788 Tree=5003 num_leaves=4 num_cat=0 split_feature=15 0 49 split_gain=4.79734 6.53112 5.72375 threshold=0.098970000000000016 -0.028474999999999997 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026767038290791969 -0.0003883745510446952 0.00026620030655776639 4.7348128586274334e-05 leaf_weight=12.022255516203584 12.041019969998159 3.8870821879245332 151.67256819221075 leaf_count=116 269 43 2432 internal_value=0 -0.000228505 2.41837e-05 internal_weight=0 15.9281 163.695 internal_count=2860 312 2548 is_linear=0 shrinkage=0.000439788 Tree=5004 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=6.34943 4.82749 0.115772 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.028300000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026014406284213209 -0.016675518922372075 0.0014501404053513774 -0.017975825214021059 leaf_weight=3.9657825416506958 7.701909545401576 173.46639596516616 1.4437704685551578 leaf_count=183 402 2207 86 internal_value=0 0.000677898 -0.0239397 internal_weight=0 181.168 5.40955 internal_count=2878 2609 269 is_linear=0 shrinkage=0.0224292 Tree=5005 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=6.27325 4.79526 0.12118 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.032485000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050810879147806447 -0.00032429334859894059 2.7659217421034746e-05 -0.00034749756172224819 leaf_weight=3.9752259278175179 7.8014793727197675 175.74803439111565 1.4410442686639724 leaf_count=187 402 2207 82 internal_value=0 1.26679e-05 -0.000466748 internal_weight=0 183.55 5.41627 internal_count=2878 2609 269 is_linear=0 shrinkage=0.000439788 Tree=5006 num_leaves=4 num_cat=0 split_feature=1456 1213 160 split_gain=6.17618 4.65361 0.117328 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.024295000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025961524561438711 -0.016459355718810426 0.0014169258537244807 -0.017865237837677881 leaf_weight=3.8658845695754271 7.6298055688093873 173.50253324871301 1.4485251827572936 leaf_count=182 402 2207 87 internal_value=0 0.000662271 -0.0238266 internal_weight=0 181.132 5.31441 internal_count=2878 2609 269 is_linear=0 shrinkage=0.0224292 Tree=5007 num_leaves=4 num_cat=0 split_feature=1456 1213 1456 split_gain=6.00884 4.48592 0.107773 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.079429999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025843326237947238 -0.016245711772839601 0.001385211934081714 -0.018054319416004456 leaf_weight=3.74524568443303 7.5578334922611239 173.49471865850501 1.4758618901832949 leaf_count=192 402 2207 77 internal_value=0 0.000647594 -0.0237154 internal_weight=0 181.053 5.22111 internal_count=2878 2609 269 is_linear=0 shrinkage=0.0224292 Tree=5008 num_leaves=4 num_cat=0 split_feature=42 42 2 split_gain=6.76063 7.50657 1.96614 threshold=-0.11244999999999998 -0.09547499999999999 0.088115000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.039174725938535521 0.03009394690605767 0.0011295239278672378 -0.012077178579937843 leaf_weight=2.2550503697129889 4.6075231779832384 166.31059352931334 3.3691804327827413 leaf_count=66 64 2591 86 internal_value=0 0.00191361 -0.0230378 internal_weight=0 170.918 5.62423 internal_count=2807 2655 152 is_linear=0 shrinkage=0.0224292 Tree=5009 num_leaves=4 num_cat=0 split_feature=42 42 2 split_gain=6.50443 7.10391 1.93169 threshold=-0.11244999999999998 -0.09547499999999999 0.087825000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.039151828871792638 0.029160476698872371 0.0011042082301599805 -0.012056440391890055 leaf_weight=2.1710430844832436 4.6485031642951062 166.30826335094753 3.4131977638753597 leaf_count=63 64 2591 89 internal_value=0 0.00187026 -0.0226881 internal_weight=0 170.957 5.58424 internal_count=2807 2655 152 is_linear=0 shrinkage=0.0224292 Tree=5010 num_leaves=4 num_cat=0 split_feature=42 42 2 split_gain=6.25639 6.72473 1.88414 threshold=-0.11244999999999998 -0.09547499999999999 0.087825000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.038707675371322948 0.028263292964323151 0.0010794593043617401 -0.011837267123751511 leaf_weight=2.1471912983542998 4.6886346044484517 166.30603099147265 3.3989388504705857 leaf_count=63 64 2591 89 internal_value=0 0.00182791 -0.0223373 internal_weight=0 170.995 5.54613 internal_count=2807 2655 152 is_linear=0 shrinkage=0.0224292 Tree=5011 num_leaves=4 num_cat=0 split_feature=42 42 2 split_gain=6.01722 6.36755 1.83751 threshold=-0.11244999999999998 -0.09547499999999999 0.087825000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.038264954388662918 0.027400677447733616 0.0010552642337605864 -0.011620716691282089 leaf_weight=2.1238036574650314 4.727914539165794 166.30389177474717 3.3851353402715176 leaf_count=63 64 2591 89 internal_value=0 0.00178652 -0.0219893 internal_weight=0 171.032 5.50894 internal_count=2807 2655 152 is_linear=0 shrinkage=0.0224292 Tree=5012 num_leaves=3 num_cat=0 split_feature=1447 483 split_gain=4.17952 3.68763 threshold=-0.086059999999999984 -0.066609999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041809955297557419 -0.00043300669880230443 -7.3816550948539997e-06 leaf_weight=4.351845453362329 4.0130375208100295 167.16474963409564 leaf_count=94 169 2577 internal_value=0 -1.7407e-05 internal_weight=0 171.178 internal_count=2840 2746 is_linear=0 shrinkage=0.000439788 Tree=5013 num_leaves=4 num_cat=0 split_feature=42 394 133 split_gain=5.2602 5.08178 4.97935 threshold=-1.0000000180025095e-35 -0.082514999999999991 0.093800000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005554698087577894 0.0024557010391519198 -0.016550629579333138 -0.012357249122876109 leaf_weight=7.4584429069072966 135.49759354630078 17.443609005051258 12.44733012432698 leaf_count=143 1724 619 354 internal_value=0 -0.00993065 0.00120798 internal_weight=0 24.9021 147.945 internal_count=2840 762 2078 is_linear=0 shrinkage=0.0224292 Tree=5014 num_leaves=4 num_cat=0 split_feature=42 42 133 split_gain=5.04703 5.04206 4.76823 threshold=-1.0000000180025095e-35 -0.089429999999999996 0.093800000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012085409616640218 0.0024009410449420767 -0.021717810469708637 -0.012111440472140252 leaf_weight=14.485610606105185 135.48019711568486 10.314797579412696 12.41585434679291 leaf_count=333 1724 429 354 internal_value=0 -0.00974875 0.00118122 internal_weight=0 24.8004 147.896 internal_count=2840 762 2078 is_linear=0 shrinkage=0.0224292 Tree=5015 num_leaves=4 num_cat=0 split_feature=42 42 0 split_gain=5.04737 4.91122 4.07712 threshold=-1.0000000180025095e-35 -0.089429999999999996 0.15355000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7194736347449009e-05 5.1374571073515211e-06 -0.00042137639933831242 0.0003374296595520744 leaf_weight=14.715267450388639 142.7922705434321 10.442659935302798 7.4986165402224279 leaf_count=333 2031 429 47 internal_value=0 -0.000191009 2.17576e-05 internal_weight=0 25.1579 150.291 internal_count=2840 762 2078 is_linear=0 shrinkage=0.000439788 Tree=5016 num_leaves=4 num_cat=0 split_feature=394 1186 42 split_gain=5.46111 5.35935 0.759964 threshold=-0.083659999999999984 0.085080000000000003 -0.089849999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020227070103141228 2.2330102212766576e-05 0.00046330328276221624 -0.00051867048814242507 leaf_weight=2.5668491498217918 173.48305395901843 5.4805980240926138 3.5341542717069379 leaf_count=53 2659 27 98 internal_value=0 3.58825e-05 -0.000386599 internal_weight=0 178.964 6.101 internal_count=2837 2686 151 is_linear=0 shrinkage=0.000439788 Tree=5017 num_leaves=4 num_cat=0 split_feature=394 1186 403 split_gain=5.29471 5.44699 0.611929 threshold=-0.083659999999999984 0.085080000000000003 0.085340000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023977660500600613 2.0247993348239318e-05 0.00046434887592892266 -0.0005210403402652092 leaf_weight=3.0233513256534925 173.79777175672643 5.4921110328286877 3.0639704721979797 leaf_count=105 2659 27 46 internal_value=0 3.38999e-05 -0.000382533 internal_weight=0 179.29 6.08732 internal_count=2837 2686 151 is_linear=0 shrinkage=0.000439788 Tree=5018 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=5.16246 5.11441 threshold=0.31270000000000003 0.079930000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.706029342395566e-05 0.0004165015588233216 0.00017068285814421272 leaf_weight=149.21564411507279 6.1226418053847729 30.442282255389728 leaf_count=2501 105 231 internal_value=0 6.46103e-06 internal_weight=0 179.658 internal_count=2837 2732 is_linear=0 shrinkage=0.000439788 Tree=5019 num_leaves=3 num_cat=0 split_feature=3 457 split_gain=5.1327 5.2418 threshold=0.31270000000000003 0.079930000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5567371758995493e-05 0.00041682682274535825 0.00017413967240697412 leaf_weight=149.42672873997071 6.1356919454410663 30.611452390206978 leaf_count=2501 105 231 internal_value=0 8.40319e-06 internal_weight=0 180.038 internal_count=2837 2732 is_linear=0 shrinkage=0.000439788 Tree=5020 num_leaves=4 num_cat=0 split_feature=156 50 4 split_gain=4.91257 5.96562 2.85497 threshold=0.090040000000000023 0.088385000000000005 -0.33649999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034053409056302572 -0.028284980709996244 -0.011546529033145228 -0.0052889420999822929 leaf_weight=155.51135963654087 3.876556326635181 14.673844937307875 9.0089493898558413 leaf_count=2126 80 480 188 internal_value=0 0.002115 -0.0122388 internal_weight=0 170.185 12.8855 internal_count=2874 2606 268 is_linear=0 shrinkage=0.0224292 Tree=5021 num_leaves=3 num_cat=0 split_feature=52 50 split_gain=5.33626 4.90754 threshold=-0.51745999999999992 0.088385000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046709596771809609 5.44859675115228e-05 -0.00020828218380595124 leaf_weight=4.2084678318351498 166.09529332342208 14.968464638659496 leaf_count=205 2207 462 internal_value=0 3.27434e-05 internal_weight=0 181.064 internal_count=2874 2669 is_linear=0 shrinkage=0.000439788 Tree=5022 num_leaves=4 num_cat=0 split_feature=50 3 48 split_gain=4.70193 7.25398 6.23654 threshold=0.088385000000000005 0.18009500000000003 0.11001500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5718963171832638e-05 -0.00034396485344121282 0.00048294180689806797 -0.00025198222530388328 leaf_weight=157.67503478043363 12.884335262191597 2.4225471261888734 12.911936973396221 leaf_count=2259 478 15 122 internal_value=0 -0.000212656 4.16463e-05 internal_weight=0 15.3069 170.587 internal_count=2874 493 2381 is_linear=0 shrinkage=0.000439788 Tree=5023 num_leaves=3 num_cat=0 split_feature=52 50 split_gain=5.33029 4.87406 threshold=-0.51745999999999992 0.088385000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046735608729696142 5.3070298432864343e-05 -0.00020863062585495438 leaf_weight=4.2180971165071233 167.71718955898541 14.97651593179762 leaf_count=205 2207 462 internal_value=0 3.15975e-05 internal_weight=0 182.694 internal_count=2874 2669 is_linear=0 shrinkage=0.000439788 Tree=5024 num_leaves=3 num_cat=0 split_feature=376 151 split_gain=5.26927 4.91453 threshold=0.08801500000000001 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048427100584969062 0.00040255729599625019 -8.2283922578070039e-06 leaf_weight=4.2829837381141251 5.8807001914829007 167.73912240277423 leaf_count=64 60 2700 internal_value=0 -2.01333e-05 internal_weight=0 172.022 internal_count=2824 2764 is_linear=0 shrinkage=0.000439788 Tree=5025 num_leaves=3 num_cat=0 split_feature=376 151 split_gain=5.34236 4.86501 threshold=0.08801500000000001 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02472830948777352 0.020874674764982389 -0.00037134454527801264 leaf_weight=4.2124629192985585 5.8007225592155001 164.47042659496219 leaf_count=64 60 2700 internal_value=0 -0.000982333 internal_weight=0 168.683 internal_count=2824 2764 is_linear=0 shrinkage=0.0224292 Tree=5026 num_leaves=3 num_cat=0 split_feature=376 151 split_gain=5.20187 4.62691 threshold=0.08801500000000001 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047204086560225981 0.00040595182502168892 -6.3090709312808033e-06 leaf_weight=4.211680994660127 5.7724751073401412 166.289796332072 leaf_count=64 60 2700 internal_value=0 -1.7865e-05 internal_weight=0 170.501 internal_count=2824 2764 is_linear=0 shrinkage=0.000439788 Tree=5027 num_leaves=3 num_cat=0 split_feature=376 151 split_gain=5.15778 4.67453 threshold=0.08801500000000001 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024304291113300628 0.020631816080859445 -0.00036206654196655386 leaf_weight=4.1882401395123443 5.7368341024266547 164.50406792279682 leaf_count=64 60 2700 internal_value=0 -0.00095918 internal_weight=0 168.692 internal_count=2824 2764 is_linear=0 shrinkage=0.0224292 Tree=5028 num_leaves=4 num_cat=0 split_feature=133 123 4 split_gain=5.09024 6.18753 4.31221 threshold=-0.10927999999999999 1.0000000180025095e-35 0.23993500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047177125179636751 -2.983018846163966e-05 0.0002680052243321847 0.00014837242628819121 leaf_weight=8.239727575084542 146.10879621951608 14.844442727277054 2.9306336035951963 leaf_count=311 2235 223 37 internal_value=0 -2.33281e-06 -0.000309096 internal_weight=0 160.953 11.1704 internal_count=2806 2458 348 is_linear=0 shrinkage=0.000439788 Tree=5029 num_leaves=4 num_cat=0 split_feature=2 2 131 split_gain=5.04889 13.7352 7.99549 threshold=0.086610000000000006 0.086935000000000012 0.097135000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0094978415454046276 0.038307332166736985 -2.341726222686677e-05 0.019072015891221709 leaf_weight=49.363818561527296 4.8984687681368078 107.74354329524795 5.4562795221572733 leaf_count=1010 36 1629 131 internal_value=0 0.00164968 -0.00664862 internal_weight=0 112.642 54.8201 internal_count=2806 1665 1141 is_linear=0 shrinkage=0.0224292 Tree=5030 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=4.83179 13.057 7.75684 threshold=0.086610000000000006 0.086935000000000012 -0.077814999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01494472205778378 0.037258462873546123 -2.2892188451670309e-05 0.0019373817507328756 leaf_weight=27.380834502531798 4.9236476070363997 107.74370175554941 27.359423841582611 leaf_count=778 36 1629 363 internal_value=0 0.00161237 -0.00650924 internal_weight=0 112.667 54.7403 internal_count=2806 1665 1141 is_linear=0 shrinkage=0.0224292 Tree=5031 num_leaves=4 num_cat=0 split_feature=133 123 4 split_gain=4.89733 6.42473 4.17518 threshold=-0.10927999999999999 1.0000000180025095e-35 0.23993500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046876195232911633 -2.9302750198369245e-05 0.00027314518160106505 0.00014880082228375125 leaf_weight=7.9982339023117657 144.94923137896694 14.969903228455221 2.8668269491754472 leaf_count=311 2235 223 37 internal_value=0 -9.61613e-07 -0.000305838 internal_weight=0 159.919 10.8651 internal_count=2806 2458 348 is_linear=0 shrinkage=0.000439788 Tree=5032 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=8.69409 11.0225 8.38097 threshold=0.077020000000000019 0.085090000000000013 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010645472040072348 0.0025940834384339949 0.015688284214855391 0.029436591446286658 leaf_weight=50.601412918724236 109.34552179541788 9.4787522838450951 6.1638033199706106 leaf_count=1392 1288 32 108 internal_value=0 -0.00648717 0.00403108 internal_weight=0 60.0802 115.509 internal_count=2820 1424 1396 is_linear=0 shrinkage=0.0224292 Tree=5033 num_leaves=3 num_cat=0 split_feature=393 1348 split_gain=6.30145 4.00798 threshold=0.087895000000000015 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038277630145361699 -0.026814013657956725 0.017824297459484682 leaf_weight=164.24060225040012 4.1524578963872036 6.8877233330858862 leaf_count=2651 103 66 internal_value=0 0.00108669 internal_weight=0 171.128 internal_count=2820 2717 is_linear=0 shrinkage=0.0224292 Tree=5034 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=8.28388 10.5625 8.02345 threshold=0.077020000000000019 0.085090000000000013 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01044211688285477 0.0025179298559010284 0.015388264520604345 0.028794278170430072 leaf_weight=50.357755669894686 109.2164595676004 9.4419821603223664 6.1579373525455585 leaf_count=1392 1288 32 108 internal_value=0 -0.00636006 0.00392492 internal_weight=0 59.7997 115.374 internal_count=2820 1424 1396 is_linear=0 shrinkage=0.0224292 Tree=5035 num_leaves=4 num_cat=0 split_feature=1 3 403 split_gain=8.82167 10.505 7.17403 threshold=0.077020000000000019 0.085090000000000013 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020532131245853301 5.412599192914066e-05 0.000297998301681607 0.00053598442381382983 leaf_weight=51.149363480421016 111.50463447353104 9.4938028142787498 6.2958687966456628 leaf_count=1392 1288 32 108 internal_value=0 -0.000126457 7.99617e-05 internal_weight=0 60.6432 117.801 internal_count=2820 1424 1396 is_linear=0 shrinkage=0.000439788 Tree=5036 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=5.10825 5.617 threshold=-0.092609999999999984 0.086565000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021492884304980201 -0.00030479018648431588 0.016209980964614037 leaf_weight=5.3362849522382012 162.50405990766012 11.04705045733135 leaf_count=46 2687 118 internal_value=0 0.000748092 internal_weight=0 173.551 internal_count=2851 2805 is_linear=0 shrinkage=0.0224292 Tree=5037 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=4.88351 5.41627 threshold=-0.092609999999999984 0.086565000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02101651232601599 -0.0002979606607561211 0.015983612355719597 leaf_weight=5.335283202584832 162.50087553253979 10.953555472544393 leaf_count=46 2687 118 internal_value=0 0.000731858 internal_weight=0 173.454 internal_count=2851 2805 is_linear=0 shrinkage=0.0224292 Tree=5038 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=4.66845 5.22182 threshold=-0.092609999999999984 0.086565000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020549803948123439 -0.00029128409735344681 0.01575780138968666 leaf_weight=5.3345121322199693 162.49776569081587 10.862631068448534 leaf_count=46 2687 118 internal_value=0 0.000715964 internal_weight=0 173.36 internal_count=2851 2805 is_linear=0 shrinkage=0.0224292 Tree=5039 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=4.46268 5.03348 threshold=-0.092609999999999984 0.086565000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020092612538650984 -0.00028475696207171667 0.015532623703600828 leaf_weight=5.3339643683284512 162.4947285769158 10.774219985119997 leaf_count=46 2687 118 internal_value=0 0.000700403 internal_weight=0 173.269 internal_count=2851 2805 is_linear=0 shrinkage=0.0224292 Tree=5040 num_leaves=4 num_cat=0 split_feature=52 376 0 split_gain=11.2392 7.18401 3.34395 threshold=-0.24526499999999998 0.048375000000000008 -0.017269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057559328207472187 -4.5738717748057387e-05 0.00032352315129396318 -2.697987320143183e-05 leaf_weight=9.6765175398904812 146.13878704157105 10.934957737103103 2.7632709224708369 leaf_count=254 2363 147 64 internal_value=0 -1.99957e-05 -0.000453957 internal_weight=0 157.074 12.4398 internal_count=2828 2510 318 is_linear=0 shrinkage=0.000439788 Tree=5041 num_leaves=4 num_cat=0 split_feature=52 376 0 split_gain=11.5732 6.76819 3.2141 threshold=-0.24526499999999998 0.048375000000000008 -0.017269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005763468722914146 -4.2561760909463037e-05 0.00031814589288013705 -3.8836054893996452e-05 leaf_weight=9.7124464611115382 145.56390223176277 10.789095076266674 2.766136514954268 leaf_count=254 2363 147 64 internal_value=0 -1.76354e-05 -0.000457438 internal_weight=0 156.353 12.4786 internal_count=2828 2510 318 is_linear=0 shrinkage=0.000439788 Tree=5042 num_leaves=4 num_cat=0 split_feature=52 376 0 split_gain=11.249 7.07772 3.2696 threshold=-0.24526499999999998 0.048375000000000008 -0.017269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057453839882942574 -4.3574039356233272e-05 0.00032354143266175554 -2.9814526164086804e-05 leaf_weight=9.5990033386042324 145.39615179091197 10.900958820246158 2.740683428477495 leaf_count=254 2363 147 64 internal_value=0 -1.79331e-05 -0.000453786 internal_weight=0 156.297 12.3397 internal_count=2828 2510 318 is_linear=0 shrinkage=0.000439788 Tree=5043 num_leaves=4 num_cat=0 split_feature=52 376 0 split_gain=11.324 7.0334 3.32136 threshold=-0.24526499999999998 0.048375000000000008 -0.017269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00057807225225098714 -4.7235027068655108e-05 0.00031900787609694722 -2.8667764572113197e-05 leaf_weight=9.6950374033767712 145.61417600445566 10.881904962472616 2.727952971123158 leaf_count=254 2363 147 64 internal_value=0 -2.17326e-05 -0.000457658 internal_weight=0 156.496 12.423 internal_count=2828 2510 318 is_linear=0 shrinkage=0.000439788 Tree=5044 num_leaves=4 num_cat=0 split_feature=157 13 130 split_gain=4.93458 9.15993 7.73843 threshold=-0.077664999999999998 -0.021259999999999998 -0.0015749999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0094734178944580472 -0.019938344712984134 0.019776442835663103 -0.00025487237764070268 leaf_weight=8.3254759973206109 10.753317573107777 15.188321077279396 149.41607900078816 leaf_count=209 244 123 2304 internal_value=0 0.00942073 -0.00157858 internal_weight=0 23.5138 160.169 internal_count=2880 332 2548 is_linear=0 shrinkage=0.0224292 Tree=5045 num_leaves=4 num_cat=0 split_feature=1 3 15 split_gain=5.25642 6.92919 4.91683 threshold=0.10100500000000003 0.084695000000000006 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011565883582776538 0.00015421602178456332 0.00012248401167751468 -0.00018685339229793958 leaf_weight=92.511798567713413 52.850308958732057 31.719883327372372 9.6535322023555619 leaf_count=1993 643 156 88 internal_value=0 -5.48447e-05 0.000101498 internal_weight=0 124.232 62.5038 internal_count=2880 2149 731 is_linear=0 shrinkage=0.000439788 Tree=5046 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=5.069 6.78831 4.69872 threshold=0.10100500000000003 0.084695000000000006 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011452790331088716 0.00018772056843312931 0.0001211573434028146 -6.5601397521943745e-05 leaf_weight=92.008996638840472 40.727345418592449 31.788227415643632 21.69397134729661 leaf_count=1993 521 156 210 internal_value=0 -5.40001e-05 9.96876e-05 internal_weight=0 123.797 62.4213 internal_count=2880 2149 731 is_linear=0 shrinkage=0.000439788 Tree=5047 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.79844 6.54748 4.8344 threshold=0.10100500000000003 0.084695000000000006 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0057772987984215434 0.01043816226954416 0.0060866765008568361 -0.0022982750860984979 leaf_weight=90.976141508188448 34.87171766004758 31.485802852315828 26.278587134205736 leaf_count=1993 490 156 241 internal_value=0 -0.00272652 0.00496583 internal_weight=0 122.462 61.1503 internal_count=2880 2149 731 is_linear=0 shrinkage=0.0224292 Tree=5048 num_leaves=4 num_cat=0 split_feature=403 12 160 split_gain=7.16893 7.75912 3.99167 threshold=0.03138500000000001 0.086885000000000004 -0.40187499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048852799613648037 -0.00012685926879337181 0.00048187113525874478 -6.3784031413219471e-06 leaf_weight=3.3740038457326582 6.1160099908593137 11.930949654808499 156.4971116878296 leaf_count=205 103 213 2282 internal_value=0 0.00027566 -1.66111e-05 internal_weight=0 18.047 159.871 internal_count=2803 316 2487 is_linear=0 shrinkage=0.000439788 Tree=5049 num_leaves=4 num_cat=0 split_feature=403 12 150 split_gain=7.51597 8.03266 4.6527 threshold=0.03138500000000001 0.086885000000000004 -0.20684999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018652711282711665 -0.0065780898878150217 0.025285226232516646 -0.0016295538192987683 leaf_weight=5.8934689173474899 6.002061536244585 11.75773996679345 151.05064579169994 leaf_count=32 103 213 2455 internal_value=0 0.0145213 -0.000865751 internal_weight=0 17.7598 156.944 internal_count=2803 316 2487 is_linear=0 shrinkage=0.0224292 Tree=5050 num_leaves=4 num_cat=0 split_feature=403 4 150 split_gain=7.13232 7.62928 4.46009 threshold=0.03138500000000001 -0.076329999999999995 -0.20684999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018296420665418742 0.025641328817870606 -0.0044634951522433642 -0.0015930223456524621 leaf_weight=5.8740680399350813 11.020526420266835 6.8623014292097642 151.04936915131839 leaf_count=32 149 167 2455 internal_value=0 0.0140966 -0.000846372 internal_weight=0 17.8828 156.923 internal_count=2803 316 2487 is_linear=0 shrinkage=0.0224292 Tree=5051 num_leaves=4 num_cat=0 split_feature=403 12 3 split_gain=6.78931 7.46426 4.40695 threshold=0.03138500000000001 0.086885000000000004 -0.16935999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012731374741097827 -0.0066434314873023443 0.023976051726302627 -0.0018691895948634231 leaf_weight=11.179947748314587 6.0113585943472598 11.940552956366444 145.7235222561867 leaf_count=128 103 213 2359 internal_value=0 0.0137267 -0.000827423 internal_weight=0 17.9519 156.903 internal_count=2803 316 2487 is_linear=0 shrinkage=0.0224292 Tree=5052 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=8.4986 5.24575 3.45711 threshold=-0.24921999999999997 0.0047850000000000011 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0047740967688928619 -0.0033772333737913771 0.0086103580122562778 0.025967151503287333 leaf_weight=7.5725347675615922 136.41232201395906 21.202007172774756 7.9275463442318124 leaf_count=98 2394 316 40 internal_value=0 -0.00176384 0.0156319 internal_weight=0 157.614 15.5001 internal_count=2848 2710 138 is_linear=0 shrinkage=0.0224292 Tree=5053 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=8.19185 4.98803 threshold=-0.4706749999999999 0.099325000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019531923301144383 -0.0042616022346471131 0.0039892540631925877 leaf_weight=9.9546774282352981 106.56013149220962 56.330498672206886 leaf_count=77 2081 690 internal_value=0 -0.00140818 internal_weight=0 162.891 internal_count=2848 2771 is_linear=0 shrinkage=0.0224292 Tree=5054 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=8.43369 5.30012 3.30175 threshold=-0.24921999999999997 0.0047850000000000011 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.8769682536018131e-05 -6.5884732892524265e-05 0.00016854775873793106 0.00050348666902981975 leaf_weight=7.6993467354914173 138.75348631157249 21.530400503484998 7.9033431522548181 leaf_count=98 2394 316 40 internal_value=0 -3.43779e-05 0.000304139 internal_weight=0 160.284 15.6027 internal_count=2848 2710 138 is_linear=0 shrinkage=0.000439788 Tree=5055 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=8.53821 5.42867 3.28607 threshold=-0.24921999999999997 0.0047850000000000011 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010369029142735559 -6.3969633287256305e-05 0.00017286927811490253 0.00050628890836051943 leaf_weight=7.7509440778521821 138.31573846767424 21.629332390526542 7.9426355548202974 leaf_count=98 2394 316 40 internal_value=0 -3.19252e-05 0.000307816 internal_weight=0 159.945 15.6936 internal_count=2848 2710 138 is_linear=0 shrinkage=0.000439788 Tree=5056 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=4.96728 6.60146 2.25762 threshold=0.062580000000000011 1.0000000180025095e-35 0.081380000000000022 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001600965081202698 8.1344689684032133e-05 3.2011281794411213e-05 0.00038339152903586076 leaf_weight=49.865862204380392 11.548878751927989 112.87486576498486 8.1709745652042312 leaf_count=1395 137 1295 30 internal_value=0 -2.68649e-05 0.000206748 internal_weight=0 162.741 19.7199 internal_count=2857 2690 167 is_linear=0 shrinkage=0.000439788 Tree=5057 num_leaves=4 num_cat=0 split_feature=403 43 0 split_gain=5.27863 7.78112 4.42576 threshold=0.092300000000000007 -0.014044999999999997 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023049420194577019 -0.0088370444668837058 0.031479235921595621 0.0094613554366348596 leaf_weight=149.82953099434235 3.9534813152276911 6.1154799117357452 17.996380482101813 leaf_count=2465 83 149 160 internal_value=0 0.0156627 -0.00104228 internal_weight=0 10.069 167.826 internal_count=2857 232 2625 is_linear=0 shrinkage=0.0224292 Tree=5058 num_leaves=4 num_cat=0 split_feature=403 403 0 split_gain=5.01511 9.15883 4.23949 threshold=0.092300000000000007 0.096520000000000009 0.062580000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022535260804227119 0.051167289446256557 0.0025822540543334249 0.009278634491771999 leaf_weight=149.81141756076977 2.619280609302221 7.5108558101928793 17.940202827216126 leaf_count=2465 15 217 160 internal_value=0 0.0152172 -0.0010193 internal_weight=0 10.1301 167.752 internal_count=2857 232 2625 is_linear=0 shrinkage=0.0224292 Tree=5059 num_leaves=4 num_cat=0 split_feature=403 43 1 split_gain=4.4701 7.18278 4.53266 threshold=0.092300000000000007 -0.014044999999999997 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8678664420827298e-05 -0.00017958198408880404 0.00057179167116893552 8.2029696668260376e-05 leaf_weight=112.20199924688495 4.0064630905399099 6.328993281174915 58.815335979918018 leaf_count=1939 83 149 686 internal_value=0 0.000280733 -1.68445e-05 internal_weight=0 10.3355 171.017 internal_count=2857 232 2625 is_linear=0 shrinkage=0.000439788 Tree=5060 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=5.00945 4.7003 threshold=-0.41122499999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027343360257321207 -0.0028391037337618889 0.0048714598940154345 leaf_weight=2.9421842567098784 62.341278254476492 109.79400908914977 leaf_count=98 1400 1334 internal_value=0 0.00207896 internal_weight=0 172.135 internal_count=2832 2734 is_linear=0 shrinkage=0.0224292 Tree=5061 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=4.87083 4.49538 threshold=-0.41122499999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027248917283526474 -0.0027777367493465521 0.0047658665261103069 leaf_weight=2.8868523690616703 62.2903968050814 109.71084533716203 leaf_count=98 1400 1334 internal_value=0 0.00203394 internal_weight=0 172.001 internal_count=2832 2734 is_linear=0 shrinkage=0.0224292 Tree=5062 num_leaves=4 num_cat=0 split_feature=4 1374 3 split_gain=4.22256 4.10173 0.0542056 threshold=0.51074000000000008 0.088035000000000016 -0.0041699999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.942706824310754e-05 0.00037022676604567999 -0.00038263305331605384 0.00047529924794146016 leaf_weight=167.41211546343402 2.4146669036708772 4.7874034955166271 2.605578903516288 leaf_count=2633 52 60 87 internal_value=0 1.793e-05 0.000426355 internal_weight=0 172.2 5.02025 internal_count=2832 2693 139 is_linear=0 shrinkage=0.000439788 Tree=5063 num_leaves=4 num_cat=0 split_feature=4 1374 3 split_gain=4.15938 4.10082 0.0600497 threshold=0.51074000000000008 0.088035000000000016 -0.0041699999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9264985658438904e-05 0.0003662711161556419 -0.0003824420640952851 0.00047602120611173719 leaf_weight=167.85935433604755 2.3771079184953123 4.7944161379709831 2.5925178674515328 leaf_count=2633 52 60 87 internal_value=0 1.77913e-05 0.000425127 internal_weight=0 172.654 4.96963 internal_count=2832 2693 139 is_linear=0 shrinkage=0.000439788 Tree=5064 num_leaves=4 num_cat=0 split_feature=1211 160 16 split_gain=4.41559 4.47862 0.131472 threshold=0.082530000000000006 0.09925500000000001 -0.083919999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8528514174265596e-05 -0.00047984811900436881 -0.00018675838966433767 -0.00031844344902510303 leaf_weight=169.39525716282515 2.3838536052498966 15.715971722122047 2.0010670658666632 leaf_count=2494 72 226 91 internal_value=0 3.76865e-05 -0.000407891 internal_weight=0 185.111 4.38492 internal_count=2883 2720 163 is_linear=0 shrinkage=0.000439788 Tree=5065 num_leaves=4 num_cat=0 split_feature=160 160 484 split_gain=4.16808 6.33767 4.02591 threshold=0.09925500000000001 0.32002000000000003 0.097360000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.362153570212069e-05 -0.00039063335751157236 0.0001938457970996644 -0.00031449309350161308 leaf_weight=168.07153866669978 10.179570057545787 5.5214131989050648 5.6100040629535206 leaf_count=2504 142 87 150 internal_value=0 -0.000185109 5.1375e-05 internal_weight=0 15.701 173.682 internal_count=2883 229 2654 is_linear=0 shrinkage=0.000439788 Tree=5066 num_leaves=4 num_cat=0 split_feature=160 160 484 split_gain=4.16454 6.45475 4.05373 threshold=0.09925500000000001 0.32002000000000003 0.097360000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031796519085826188 -0.020195904966924878 0.010029865064080408 -0.016383498552995958 leaf_weight=165.42534922414052 10.082378889521349 5.4692652382072984 5.4870841497177016 leaf_count=2504 142 87 150 internal_value=0 -0.00956672 0.00254982 internal_weight=0 15.5516 170.912 internal_count=2883 229 2654 is_linear=0 shrinkage=0.0224292 Tree=5067 num_leaves=4 num_cat=0 split_feature=160 160 484 split_gain=3.98355 6.18129 3.88254 threshold=0.09925500000000001 0.32002000000000003 0.097360000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031082688311575403 -0.019783220425350391 0.0098046489682711031 -0.016064045104617983 leaf_weight=165.42925251544511 10.062470863253109 5.4698388030810738 5.4712453224710762 leaf_count=2504 142 87 150 internal_value=0 -0.00936435 0.00249276 internal_weight=0 15.5323 170.9 internal_count=2883 229 2654 is_linear=0 shrinkage=0.0224292 Tree=5068 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=4.8379 5.674 4.10269 threshold=0.079020000000000021 0.0047850000000000011 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.2581735516998669e-05 -1.5675936505023149e-05 0.00019496919102832239 0.00030923035006211332 leaf_weight=127.205800988173 12.903150319587441 20.822732577100396 17.98240410577273 leaf_count=2318 101 285 151 internal_value=0 -1.77388e-05 0.000173567 internal_weight=0 148.029 30.8856 internal_count=2855 2603 252 is_linear=0 shrinkage=0.000439788 Tree=5069 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=4.7883 5.65919 4.27082 threshold=0.079020000000000021 0.0047850000000000011 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3400494688361479e-05 -2.1419483159835501e-05 0.0001939520476120378 0.00030971022592869127 leaf_weight=127.35975063446676 12.929498281329872 20.794133121846244 18.024936654372141 leaf_count=2318 101 285 151 internal_value=0 -1.86628e-05 0.000171471 internal_weight=0 148.154 30.9544 internal_count=2855 2603 252 is_linear=0 shrinkage=0.000439788 Tree=5070 num_leaves=4 num_cat=0 split_feature=457 39 1 split_gain=4.82603 5.91659 4.29538 threshold=0.079020000000000021 0.0047850000000000011 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.4793739795925185e-05 -2.1689005699189542e-05 0.0001974678739117425 0.00031035075364490395 leaf_weight=127.4651924701393 12.93881554529071 20.917038503685035 18.017334931006189 leaf_count=2318 101 285 151 internal_value=0 -1.92123e-05 0.000171639 internal_weight=0 148.382 30.9562 internal_count=2855 2603 252 is_linear=0 shrinkage=0.000439788 Tree=5071 num_leaves=4 num_cat=0 split_feature=457 39 0 split_gain=4.77627 5.83848 3.50962 threshold=0.079020000000000021 0.0047850000000000011 -0.23033499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3455283209329803e-05 0.00040894362307902646 0.00019689606654554076 7.9274484036703772e-05 leaf_weight=127.89583924994076 8.655240570195021 20.952097153174691 22.35657837765757 leaf_count=2318 41 285 211 internal_value=0 -1.81947e-05 0.000171478 internal_weight=0 148.848 31.0118 internal_count=2855 2603 252 is_linear=0 shrinkage=0.000439788 Tree=5072 num_leaves=3 num_cat=0 split_feature=51 1429 split_gain=4.74191 4.50528 threshold=-0.41122499999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027150054337826555 -0.021802369331374669 0.0018134681036392241 leaf_weight=2.9827311044209628 4.1401810625684439 177.32125984458253 leaf_count=100 130 2641 internal_value=0 0.00127242 internal_weight=0 181.461 internal_count=2871 2771 is_linear=0 shrinkage=0.0224292 Tree=5073 num_leaves=3 num_cat=0 split_feature=51 1429 split_gain=4.61727 4.40668 threshold=-0.41122499999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005284112765402666 -0.00042104446512379866 3.4491388394976749e-05 leaf_weight=2.9539597246621261 4.1843820981302988 179.5599124206492 leaf_count=100 130 2641 internal_value=0 2.40749e-05 internal_weight=0 183.744 internal_count=2871 2771 is_linear=0 shrinkage=0.000439788 Tree=5074 num_leaves=3 num_cat=0 split_feature=51 157 split_gain=4.5969 4.00845 threshold=-0.41122499999999995 -0.077384999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052747058435089779 0.00018817465396457571 -2.0081193947324558e-06 leaf_weight=2.9566437776375087 24.741639387066243 159.58058994835301 leaf_count=100 342 2429 internal_value=0 2.3537e-05 internal_weight=0 184.322 internal_count=2871 2771 is_linear=0 shrinkage=0.000439788 Tree=5075 num_leaves=3 num_cat=0 split_feature=51 1429 split_gain=4.6099 4.35191 threshold=-0.41122499999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027049125398029086 -0.021569196414868676 0.0017704471499713596 leaf_weight=2.9254115495859869 4.0931247259431975 177.41559075226542 leaf_count=100 130 2641 internal_value=0 0.00124191 internal_weight=0 181.509 internal_count=2871 2771 is_linear=0 shrinkage=0.0224292 Tree=5076 num_leaves=4 num_cat=0 split_feature=123 157 2 split_gain=5.02568 6.39401 3.17005 threshold=1.0000000180025095e-35 -0.076719999999999983 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083519036086165069 -0.0047047441980567683 -0.0047170816972862814 0.016689963252369499 leaf_weight=21.920665832534723 5.0001494775060591 133.01945477491245 11.417832229984922 leaf_count=324 101 2244 143 internal_value=0 -0.0028673 0.0101762 internal_weight=0 154.94 16.418 internal_count=2812 2568 244 is_linear=0 shrinkage=0.0224292 Tree=5077 num_leaves=4 num_cat=0 split_feature=133 52 1 split_gain=5.49691 5.55107 0.363102 threshold=0.13793500000000003 -0.37613999999999997 0.091105000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036935827077626472 -0.00052804723590379294 3.32513461675617e-06 -0.00026499955871969803 leaf_weight=8.0992596888972894 4.0631976685253894 161.62121501913498 1.4369853218086062 leaf_count=271 224 2242 75 internal_value=0 -1.44993e-05 -0.000460477 internal_weight=0 169.72 5.50018 internal_count=2812 2513 299 is_linear=0 shrinkage=0.000439788 Tree=5078 num_leaves=4 num_cat=0 split_feature=52 1429 0 split_gain=5.35484 4.37918 2.74302 threshold=-0.37613999999999997 0.084515000000000021 -0.13363999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.8252003009700122e-05 -3.4141673729497502e-05 0.00021537008080803671 -0.00050679605190404617 leaf_weight=1.8568927838932721 152.27966666877182 14.920521838488638 6.4934110527974536 leaf_count=16 2380 148 268 internal_value=0 -1.18538e-05 -0.000372332 internal_weight=0 167.2 8.3503 internal_count=2812 2528 284 is_linear=0 shrinkage=0.000439788 Tree=5079 num_leaves=4 num_cat=0 split_feature=133 52 1 split_gain=5.26048 5.03333 0.340194 threshold=0.13793500000000003 -0.37613999999999997 0.090515000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018432362727092078 -0.027206304930676797 -8.2252135519274979e-06 -0.014105710372820327 leaf_weight=7.8093551791826021 3.7959718931815578 158.27386012078205 1.4472064697183666 leaf_count=271 217 2242 82 internal_value=0 -0.000876561 -0.0236546 internal_weight=0 166.083 5.24318 internal_count=2812 2513 299 is_linear=0 shrinkage=0.0224292 Tree=5080 num_leaves=4 num_cat=0 split_feature=42 457 51 split_gain=5.03182 6.20338 5.51072 threshold=-1.0000000180025095e-35 0.083925000000000013 -0.050864999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7348001354571827e-05 -1.385174013573473e-05 0.00022925070361986914 -0.00030179937777924539 leaf_weight=9.9095904310524947 131.7037477313861 23.982307978672907 20.52391894889297 leaf_count=124 1929 191 659 internal_value=0 2.36199e-05 -0.000171852 internal_weight=0 155.686 30.4335 internal_count=2903 2120 783 is_linear=0 shrinkage=0.000439788 Tree=5081 num_leaves=4 num_cat=0 split_feature=42 160 457 split_gain=4.54568 7.06261 6.01048 threshold=-1.0000000180025095e-35 -0.082269999999999996 0.083925000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019354410919843079 -0.0007768023755214497 -0.012780537295618987 0.011532020385084947 leaf_weight=3.9558315967005937 129.40355268627172 25.65134809857409 23.577117028995417 leaf_count=84 1929 699 191 internal_value=0 -0.00847726 0.00112141 internal_weight=0 29.6072 152.981 internal_count=2903 783 2120 is_linear=0 shrinkage=0.0224292 Tree=5082 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.51613 5.88797 threshold=0.086895000000000014 0.05680000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.0895106268343249e-05 0.00023614812745735426 -0.0004722020246180214 leaf_weight=165.96197633341944 13.734725458663886 5.5107312463223925 leaf_count=2767 102 34 internal_value=0 -2.57713e-05 internal_weight=0 171.473 internal_count=2903 2801 is_linear=0 shrinkage=0.000439788 Tree=5083 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=4.5019 6.18885 threshold=0.086895000000000014 0.05680000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00063888930990412321 0.011982218432743219 -0.024894841422868873 leaf_weight=163.40715033974266 13.597169661079532 5.449835210107266 leaf_count=2767 102 34 internal_value=0 -0.00142447 internal_weight=0 168.857 internal_count=2903 2801 is_linear=0 shrinkage=0.0224292 Tree=5084 num_leaves=3 num_cat=0 split_feature=2 376 split_gain=4.14389 4.00959 threshold=0.15305000000000002 0.08801500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1666142085448947e-05 0.00036842592878216611 0.00032957826053180633 leaf_weight=165.87701010957971 5.2077754430356427 5.8054738944629198 leaf_count=2674 97 53 internal_value=0 -2.90772e-05 internal_weight=0 171.682 internal_count=2824 2727 is_linear=0 shrinkage=0.000439788 Tree=5085 num_leaves=3 num_cat=0 split_feature=2 376 split_gain=4.19479 4.06292 threshold=0.15305000000000002 0.08801500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.1742274995212509e-05 0.00036889883725633397 0.0003307292698505554 leaf_weight=166.53509624223807 5.2603119193227021 5.8446542775491244 leaf_count=2674 97 53 internal_value=0 -2.90781e-05 internal_weight=0 172.38 internal_count=2824 2727 is_linear=0 shrinkage=0.000439788 Tree=5086 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.21499 7.57231 5.38809 threshold=0.10100500000000003 0.090445000000000011 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011725561861178815 0.00020287105028456528 -0.00011263811351256733 -0.00011452104659849623 leaf_weight=24.527531959232874 36.693658160162158 24.535893400316127 92.524403711307968 leaf_count=200 491 232 1901 internal_value=0 7.64446e-05 -6.59424e-05 internal_weight=0 61.2296 117.052 internal_count=2824 723 2101 is_linear=0 shrinkage=0.000439788 Tree=5087 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.23642 7.61263 5.21959 threshold=0.10100500000000003 0.090445000000000011 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011385285727059678 0.0002024360599310179 -0.00011437670943785458 -0.00011418213744282481 leaf_weight=24.551823824585881 36.855457073543221 24.344833892129827 92.524799034697935 leaf_count=200 491 232 1901 internal_value=0 7.64149e-05 -6.63508e-05 internal_weight=0 61.2003 117.077 internal_count=2824 723 2101 is_linear=0 shrinkage=0.000439788 Tree=5088 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=6.17301 7.86729 5.61981 threshold=-0.091924999999999993 0.0047850000000000011 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050101706664416375 -0.0062130129018899746 0.009805147244163365 0.01237569935731531 leaf_weight=14.789480438281315 114.65695736798807 17.804932747560088 25.386129134451039 leaf_count=182 2126 275 245 internal_value=0 -0.00405882 0.00597626 internal_weight=0 132.462 40.1756 internal_count=2828 2401 427 is_linear=0 shrinkage=0.0224292 Tree=5089 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=5.90831 7.53454 5.38858 threshold=-0.091924999999999993 0.0047850000000000011 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048916418025076059 -0.0060806767460018013 0.0096213816856646015 0.012135477970498187 leaf_weight=14.808335098205132 114.52656171514536 17.739141604281031 25.309244358446449 leaf_count=182 2126 275 245 internal_value=0 -0.00397367 0.00585103 internal_weight=0 132.266 40.1176 internal_count=2828 2401 427 is_linear=0 shrinkage=0.0224292 Tree=5090 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=5.79271 7.40561 4.8853 threshold=-0.091924999999999993 0.0047850000000000011 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.5270225705998205e-05 -0.00011678641249720508 0.00018570277544610914 0.00022995669377330147 leaf_weight=15.097944886016192 116.48184157797368 18.066585241962457 25.630829887930304 leaf_count=182 2126 275 245 internal_value=0 -7.61489e-05 0.000113119 internal_weight=0 134.548 40.7288 internal_count=2828 2401 427 is_linear=0 shrinkage=0.000439788 Tree=5091 num_leaves=4 num_cat=0 split_feature=13 39 52 split_gain=5.81921 7.75827 4.73319 threshold=-0.091924999999999993 0.0047850000000000011 0.085020000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019146775231335239 -0.00011767737799818164 0.00019227503479162883 -0.0001754693392335187 leaf_weight=32.116772891604342 115.94393641556962 18.0330527293263 8.6076741583528911 leaf_count=302 2126 275 125 internal_value=0 -7.59369e-05 0.000113865 internal_weight=0 133.977 40.7244 internal_count=2828 2401 427 is_linear=0 shrinkage=0.000439788 Tree=5092 num_leaves=4 num_cat=0 split_feature=1213 43 403 split_gain=4.6602 4.57027 2.77722 threshold=-1.0000000180025095e-35 0.0016150000000000003 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.7023658531805658e-05 5.6132321738210185e-06 0.0001920168351833267 -0.00047717318460352702 leaf_weight=2.8335551734489854 148.41118841755087 30.684476549737155 5.5660445011599204 leaf_count=76 2032 400 346 internal_value=0 3.75668e-05 -0.000297244 internal_weight=0 179.096 8.3996 internal_count=2854 2432 422 is_linear=0 shrinkage=0.000439788 Tree=5093 num_leaves=4 num_cat=0 split_feature=1213 43 1 split_gain=4.44903 4.5429 2.79836 threshold=-1.0000000180025095e-35 0.0016150000000000003 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025454267683190406 0.00026729766722435227 0.0098502752523722762 0.0014453879466486844 leaf_weight=4.9916881678655027 146.02578788931714 29.979970935775782 3.1771664130501449 leaf_count=318 2032 400 104 internal_value=0 0.00190051 -0.015013 internal_weight=0 176.006 8.16885 internal_count=2854 2432 422 is_linear=0 shrinkage=0.0224292 Tree=5094 num_leaves=4 num_cat=0 split_feature=1213 475 1 split_gain=4.42487 4.43138 2.79806 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049716982986281301 -0.00025272652719735006 5.1592005746723298e-05 2.7286397206391228e-05 leaf_weight=5.0542586608498805 9.7717913473607023 169.10897286067484 3.210902527323924 leaf_count=318 197 2235 104 internal_value=0 3.49427e-05 -0.000293832 internal_weight=0 178.881 8.26516 internal_count=2854 2432 422 is_linear=0 shrinkage=0.000439788 Tree=5095 num_leaves=4 num_cat=0 split_feature=1213 475 403 split_gain=4.35055 4.36806 2.7907 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2433791567603379e-05 -0.00025086183407954058 5.1581696720914163e-05 -0.00047726110005603657 leaf_weight=2.8147701712732669 9.750893807562532 169.0783551489294 5.3824234271451115 leaf_count=76 197 2235 346 internal_value=0 3.50656e-05 -0.000292225 internal_weight=0 178.829 8.19719 internal_count=2854 2432 422 is_linear=0 shrinkage=0.000439788 Tree=5096 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=5.51819 6.63804 5.41758 threshold=-0.060324999999999997 -0.10646499999999999 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035375588588890837 0.017601978431386889 -0.0064636676148076911 0.0015692889672135567 leaf_weight=68.194205584062729 17.218035729427356 65.371688914594415 27.558787815156393 leaf_count=521 215 1821 288 internal_value=0 -0.00135761 0.00773921 internal_weight=0 133.566 44.7768 internal_count=2845 2342 503 is_linear=0 shrinkage=0.0224292 Tree=5097 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=5.37728 6.73541 5.46091 threshold=-0.060324999999999997 -0.10646499999999999 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0322293197672028e-05 0.00034240401229934642 -0.00012612764215044406 2.8514564572669165e-05 leaf_weight=68.891246563231107 17.396046668116469 66.150523580981826 27.895326901460066 leaf_count=521 215 1821 288 internal_value=0 -2.59134e-05 0.00014917 internal_weight=0 135.042 45.2914 internal_count=2845 2342 503 is_linear=0 shrinkage=0.000439788 Tree=5098 num_leaves=4 num_cat=0 split_feature=0 0 3 split_gain=5.42726 6.94548 5.03907 threshold=-0.060324999999999997 -0.10646499999999999 -0.099894999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.1533998266108104e-05 0.0003170236848147386 -0.00012794030028897272 2.0580920414020681e-05 leaf_weight=68.824739664618392 19.655212719168048 66.232321254632552 25.426955621107481 leaf_count=521 177 1821 326 internal_value=0 -2.6293e-05 0.000149905 internal_weight=0 135.057 45.0822 internal_count=2845 2342 503 is_linear=0 shrinkage=0.000439788 Tree=5099 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=5.61154 6.71074 5.50506 threshold=-0.060324999999999997 -0.10646499999999999 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8553938709932667e-05 0.00034384039972570321 -0.00012689510168553862 2.9309734398140703e-05 leaf_weight=69.080768226995133 17.542844161158428 66.829610535860411 27.810020606033504 leaf_count=521 215 1821 288 internal_value=0 -2.75562e-05 0.000151066 internal_weight=0 135.91 45.3529 internal_count=2845 2342 503 is_linear=0 shrinkage=0.000439788 Tree=5100 num_leaves=4 num_cat=0 split_feature=403 403 12 split_gain=5.81392 5.06937 0.170359 threshold=0.10150000000000002 0.092300000000000007 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9381169376893301e-05 -0.0003411508432027983 0.00049820547832106423 -0.00051074343641104296 leaf_weight=170.3322210250044 2.3245834478293537 4.561907601717393 2.7559731414658017 leaf_count=2607 77 35 111 internal_value=0 4.16629e-05 -0.000434715 internal_weight=0 174.894 5.08056 internal_count=2830 2642 188 is_linear=0 shrinkage=0.000439788 Tree=5101 num_leaves=4 num_cat=0 split_feature=1456 403 159 split_gain=5.87116 6.14661 0.75128 threshold=-1.0000000180025095e-35 0.10150000000000002 -0.14736499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013560126979848485 5.669922876072665e-05 -0.00043279904149604921 -0.00050423828702136778 leaf_weight=1.4516087002484708 169.74501041714393 5.092022340395487 4.2357237402466117 leaf_count=64 2373 188 205 internal_value=0 4.23972e-05 -0.000410918 internal_weight=0 174.837 5.68733 internal_count=2830 2561 269 is_linear=0 shrinkage=0.000439788 Tree=5102 num_leaves=4 num_cat=0 split_feature=403 1456 12 split_gain=5.76934 5.98527 0.16624 threshold=0.10150000000000002 -1.0000000180025095e-35 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0208483826592737 -0.017559033390216153 0.0028416007885882972 -0.026193154635643923 leaf_weight=5.52455195973016 2.2829221194842821 166.76063515685382 2.7115287688793615 leaf_count=269 77 2373 111 internal_value=0 0.00207972 -0.0223285 internal_weight=0 172.285 4.99445 internal_count=2830 2642 188 is_linear=0 shrinkage=0.0224292 Tree=5103 num_leaves=4 num_cat=0 split_feature=403 1456 12 split_gain=5.58838 5.78558 0.171574 threshold=0.10150000000000002 -1.0000000180025095e-35 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020670310489368158 -0.017321071808705148 0.002778009410797741 -0.026133412789193809 leaf_weight=5.4481968398977179 2.2628689306438892 166.75255641961121 2.6574249013792723 leaf_count=269 77 2373 111 internal_value=0 0.00203393 -0.0221632 internal_weight=0 172.201 4.92029 internal_count=2830 2642 188 is_linear=0 shrinkage=0.0224292 Tree=5104 num_leaves=4 num_cat=0 split_feature=1 16 16 split_gain=6.26123 8.62199 7.8613 threshold=1.0000000180025095e-35 0.072675000000000003 -0.0028649999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023518090189239045 0.00012059158523746348 -0.00020147381821269619 8.1029639062763021e-05 leaf_weight=37.235919437684061 95.58887784727267 19.309119196259417 25.681241256679641 leaf_count=1081 1094 266 385 internal_value=0 6.64426e-05 -0.000106126 internal_weight=0 114.898 62.9172 internal_count=2826 1360 1466 is_linear=0 shrinkage=0.000439788 Tree=5105 num_leaves=4 num_cat=0 split_feature=1 16 130 split_gain=5.66031 8.53326 8.5218 threshold=1.0000000180025095e-35 0.072675000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.030583907554363771 0.0060197726742798321 -0.010470302326222999 -0.0024637792632057234 leaf_weight=5.9835737057146607 93.897640834155027 18.95880966912955 56.053725277532067 leaf_count=172 1094 266 1294 internal_value=0 0.00324829 -0.00518457 internal_weight=0 112.856 62.0373 internal_count=2826 1360 1466 is_linear=0 shrinkage=0.0224292 Tree=5106 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=5.82103 5.24081 threshold=0.28833000000000003 -0.10315499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013227437838746404 0.00037762329353012913 -5.3933229404867336e-05 leaf_weight=37.584625982912257 7.7175537401344618 131.32973162583221 leaf_count=375 115 2336 internal_value=0 -1.24905e-05 internal_weight=0 168.914 internal_count=2826 2711 is_linear=0 shrinkage=0.000439788 Tree=5107 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=5.60246 5.10537 threshold=0.28833000000000003 -0.10315499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.006727890590730457 0.019116183544230975 -0.0027008978989306372 leaf_weight=37.129962724953657 7.556450080650392 129.92313704644766 leaf_count=375 115 2336 internal_value=0 -0.000604684 internal_weight=0 167.053 internal_count=2826 2711 is_linear=0 shrinkage=0.0224292 Tree=5108 num_leaves=4 num_cat=0 split_feature=1456 456 160 split_gain=4.12012 3.18894 1.26978 threshold=-1.0000000180025095e-35 0.087495000000000003 0.078545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025599066304090493 0.002212849221538788 -0.01299956369542059 -0.00088687492495363024 leaf_weight=3.7241874214960253 166.06569493572169 7.2153943384182631 1.4535963512898886 leaf_count=215 2438 123 52 internal_value=0 0.00157804 -0.0186902 internal_weight=0 173.281 5.17778 internal_count=2828 2561 267 is_linear=0 shrinkage=0.0224292 Tree=5109 num_leaves=4 num_cat=0 split_feature=1456 14 160 split_gain=4.08049 3.14001 1.29327 threshold=-1.0000000180025095e-35 0.073890000000000011 0.078545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050035101140364388 4.1415482184231578e-05 -0.0003040415184071898 -1.4902991862197613e-05 leaf_weight=3.7329071077256222 170.39965774552547 5.2266924065770572 1.4818306498636955 leaf_count=215 2481 80 52 internal_value=0 3.11026e-05 -0.000362963 internal_weight=0 175.626 5.21474 internal_count=2828 2561 267 is_linear=0 shrinkage=0.000439788 Tree=5110 num_leaves=4 num_cat=0 split_feature=1456 42 160 split_gain=4.20429 3.29871 1.23128 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.078545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050035878310867546 -0.00011227134872863106 5.5692697033335613e-05 -2.7022059780165183e-05 leaf_weight=3.7794293860060852 26.583663168246858 150.88116641604574 1.4790801425988318 leaf_count=215 738 1823 52 internal_value=0 3.05228e-05 -0.000367801 internal_weight=0 177.465 5.25851 internal_count=2828 2561 267 is_linear=0 shrinkage=0.000439788 Tree=5111 num_leaves=4 num_cat=0 split_feature=1456 456 160 split_gain=4.38448 3.07629 1.18589 threshold=-1.0000000180025095e-35 0.087495000000000003 0.078545000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050173846208516522 4.3112539526731786e-05 -0.0002469329258930976 -3.8883085082954449e-05 leaf_weight=3.8423799567390224 168.86959132520133 7.3629427516716524 1.4860650395567061 leaf_count=215 2438 123 52 internal_value=0 3.09691e-05 -0.000373251 internal_weight=0 176.233 5.32844 internal_count=2828 2561 267 is_linear=0 shrinkage=0.000439788 Tree=5112 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=4.08889 5.52742 threshold=0.085080000000000003 -0.077784999999999979 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0050009054318321073 0.016257960887870394 0.0035245488420763845 leaf_weight=103.84279782069643 6.4951220132643348 60.550481407903135 leaf_count=1796 63 997 internal_value=0 -0.00186071 internal_weight=0 164.393 internal_count=2856 2793 is_linear=0 shrinkage=0.0224292 Tree=5113 num_leaves=4 num_cat=0 split_feature=3 474 484 split_gain=3.9487 7.27723 5.95011 threshold=-0.015474999999999997 0.084710000000000021 -0.079734999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023610765825218594 -0.0082405459677640219 0.013302174123640048 0.002772069794883928 leaf_weight=4.4775423765531732 58.70059489904088 9.0951518712099624 98.566022704580973 leaf_count=267 557 77 1955 internal_value=0 -0.00534755 0.0016215 internal_weight=0 67.7957 103.044 internal_count=2856 634 2222 is_linear=0 shrinkage=0.0224292 Tree=5114 num_leaves=4 num_cat=0 split_feature=155 0 15 split_gain=4.03178 4.67101 0.217411 threshold=0.088505000000000014 -0.077784999999999979 -0.035869999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5453822327519797e-05 -0.0003170843833107928 8.7400528805717026e-05 -0.00052192564860145793 leaf_weight=109.87510636443039 1.8769641806720754 59.63983869709773 2.5365937451715572 leaf_count=1797 86 888 85 internal_value=0 -1.16718e-05 -0.000436553 internal_weight=0 169.515 4.41356 internal_count=2856 2685 171 is_linear=0 shrinkage=0.000439788 Tree=5115 num_leaves=3 num_cat=0 split_feature=1186 43 split_gain=3.85886 5.34888 threshold=0.085080000000000003 -0.062804999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.003146898708705334 0.01579429496739267 -0.0051040146167762443 leaf_weight=66.046294625826704 6.508529895450919 98.381972556861001 leaf_count=1281 63 1512 internal_value=0 -0.00178987 internal_weight=0 164.428 internal_count=2856 2793 is_linear=0 shrinkage=0.0224292 Tree=5116 num_leaves=4 num_cat=0 split_feature=1429 448 157 split_gain=4.25701 4.41995 0.78332 threshold=-1.0000000180025095e-35 -0.083619999999999986 -0.075854999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012785277988956036 -0.02231613970855538 0.0003564648124865466 -0.032857050458445849 leaf_weight=1.865832225274062 4.4214179916307321 167.08426968991989 2.1309220571420147 leaf_count=54 47 2678 82 internal_value=0 -0.000230454 -0.0235921 internal_weight=0 171.506 3.99675 internal_count=2861 2725 136 is_linear=0 shrinkage=0.0224292 Tree=5117 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=4.26523 7.00703 threshold=-0.15378499999999998 0.10330500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020412295091992009 -2.0137939946011735e-05 -0.00054854931438927358 leaf_weight=15.607288753148167 157.18189202826034 4.989389339083572 leaf_count=90 2554 217 internal_value=0 -3.64578e-05 internal_weight=0 162.171 internal_count=2861 2771 is_linear=0 shrinkage=0.000439788 Tree=5118 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=4.2392 6.87814 threshold=-0.15378499999999998 0.10330500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020415532108141403 -1.9416308934646472e-05 -0.00054505625679082822 leaf_weight=15.631998618133364 157.19481302423083 4.9479605224623802 leaf_count=90 2554 217 internal_value=0 -3.55191e-05 internal_weight=0 162.143 internal_count=2861 2771 is_linear=0 shrinkage=0.000439788 Tree=5119 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=4.15377 4.71935 threshold=-0.15378499999999998 -0.088014999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010350403273945444 -0.017305093415173466 -0.00086270286412723409 leaf_weight=15.450609793420879 9.3060073717497271 150.76035571022658 leaf_count=90 86 2685 internal_value=0 -0.00182059 internal_weight=0 160.066 internal_count=2861 2771 is_linear=0 shrinkage=0.0224292 Tree=5120 num_leaves=4 num_cat=0 split_feature=4 403 1 split_gain=5.58149 4.98744 0.158221 threshold=0.50666500000000003 0.092300000000000007 0.11400500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8764784107915055e-05 0.00031409188002229864 0.00027720231329675458 0.0004666944623154764 leaf_weight=166.57346904693986 2.3615152295678845 10.238232475327093 3.6926786320400424 leaf_count=2522 19 208 137 internal_value=0 -2.04408e-05 0.000408344 internal_weight=0 176.812 6.05419 internal_count=2886 2730 156 is_linear=0 shrinkage=0.000439788 Tree=5121 num_leaves=4 num_cat=0 split_feature=4 403 1 split_gain=5.27291 5.14503 0.162193 threshold=0.50666500000000003 0.092300000000000007 0.11400500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020021101702861446 0.015747094812866947 0.014474319119559141 0.023785535272657806 leaf_weight=164.31308153378632 2.2705089710652819 10.102545446046859 3.5110618771868758 leaf_count=2522 19 208 137 internal_value=0 -0.00104628 0.0206909 internal_weight=0 174.416 5.78157 internal_count=2886 2730 156 is_linear=0 shrinkage=0.0224292 Tree=5122 num_leaves=4 num_cat=0 split_feature=4 52 3 split_gain=5.13585 4.94717 0.057214 threshold=0.51014500000000018 -0.068264999999999978 -0.017894999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0042702247772099687 0.01876219963601828 -0.0036917534314129976 0.024186045777786349 leaf_weight=59.428658382996218 2.377437925664708 115.58785763094784 2.7480251997476435 leaf_count=769 44 1976 97 internal_value=0 -0.000988011 0.0217492 internal_weight=0 175.017 5.12546 internal_count=2886 2745 141 is_linear=0 shrinkage=0.0224292 Tree=5123 num_leaves=4 num_cat=0 split_feature=4 403 3 split_gain=4.99645 4.90099 0.0594951 threshold=0.51014500000000018 0.092300000000000007 -0.023454999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018979587156896256 0.018568871254148647 0.014148894308062852 0.02412415967868695 leaf_weight=164.8355916536093 2.3053140869596973 10.146230208454652 2.7275312189594834 leaf_count=2537 40 208 101 internal_value=0 -0.000966048 0.0216593 internal_weight=0 174.982 5.03285 internal_count=2886 2745 141 is_linear=0 shrinkage=0.0224292 Tree=5124 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=4.27823 5.80489 threshold=0.15355000000000005 -0.42404999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018861985398912592 0.014043337328455209 -2.5699813134155971e-05 leaf_weight=8.6519777243956906 10.077370203798635 162.02698824383697 leaf_count=142 57 2659 internal_value=0 -0.000982543 internal_weight=0 170.679 internal_count=2858 2801 is_linear=0 shrinkage=0.0224292 Tree=5125 num_leaves=3 num_cat=0 split_feature=3 403 split_gain=3.54829 4.36339 threshold=-0.24509499999999998 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019962118908166685 -0.0014438850700259189 0.014687936019038766 leaf_weight=4.2927385676885015 167.50909181215684 8.8631488854880427 leaf_count=40 2595 223 internal_value=0 -0.000631718 internal_weight=0 176.372 internal_count=2858 2818 is_linear=0 shrinkage=0.0224292 Tree=5126 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=3.53413 5.13871 threshold=0.14280500000000004 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021307708263147148 -0.018411402159690966 -0.00030309662497375302 leaf_weight=5.7026865761727086 5.1524312504916443 169.81607188814087 leaf_count=26 45 2787 internal_value=0 0.000401289 internal_weight=0 175.519 internal_count=2858 2813 is_linear=0 shrinkage=0.0224292 Tree=5127 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=4.02415 5.57433 threshold=0.15355000000000005 -0.42404999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018529670462347408 0.013674763823810582 -1.0882829331345424e-05 leaf_weight=8.5924976435489935 10.008480729651636 162.0415640353749 leaf_count=142 57 2659 internal_value=0 -0.000945389 internal_weight=0 170.634 internal_count=2858 2801 is_linear=0 shrinkage=0.0224292 Tree=5128 num_leaves=3 num_cat=0 split_feature=150 160 split_gain=5.52415 4.27584 threshold=-0.20684999999999998 -0.09965499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021351822142138828 -0.01328776912520519 0.00022175806439738251 leaf_weight=5.8591849601361892 12.680908580638059 163.77061157859862 leaf_count=28 383 2419 internal_value=0 -0.000750453 internal_weight=0 176.452 internal_count=2830 2802 is_linear=0 shrinkage=0.0224292 Tree=5129 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=5.36321 4.37207 threshold=-0.20684999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041199973408210269 -0.00041705357668640568 -5.9498419018897607e-07 leaf_weight=5.9357003062032154 4.996874772150476 174.27406062581576 leaf_count=28 263 2539 internal_value=0 -1.22462e-05 internal_weight=0 179.271 internal_count=2830 2802 is_linear=0 shrinkage=0.000439788 Tree=5130 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=5.3055 4.11873 threshold=-0.20684999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020983798966638625 -0.021208130974335063 -0.00015805662474310285 leaf_weight=5.828559271991252 4.7879603695764663 171.66601135111705 leaf_count=28 263 2539 internal_value=0 -0.000731469 internal_weight=0 176.454 internal_count=2830 2802 is_linear=0 shrinkage=0.0224292 Tree=5131 num_leaves=3 num_cat=0 split_feature=150 160 split_gain=5.09799 4.09917 threshold=-0.20684999999999998 -0.09965499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020626417039454826 -0.013023391474850482 0.00023428274356232138 leaf_weight=5.7972407047636798 12.618705806824435 163.76610985313891 leaf_count=28 383 2419 internal_value=0 -0.000715488 internal_weight=0 176.385 internal_count=2830 2802 is_linear=0 shrinkage=0.0224292 Tree=5132 num_leaves=4 num_cat=0 split_feature=13 43 4 split_gain=4.37072 5.14764 2.07671 threshold=0.17850500000000002 -0.17307499999999998 0.0087750000000000033 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020268592710973511 -0.0212332583263058 0.00156974888964593 -0.0018715008030983054 leaf_weight=7.7568311441573305 5.8494869640562666 155.97529767773813 5.3147152164019644 leaf_count=64 107 2601 45 internal_value=0 0.00245787 -0.012035 internal_weight=0 163.732 11.1642 internal_count=2817 2665 152 is_linear=0 shrinkage=0.0224292 Tree=5133 num_leaves=4 num_cat=0 split_feature=13 1 403 split_gain=4.18263 5.96027 5.09696 threshold=0.17850500000000002 0.10790500000000001 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010233555576993388 -0.028583998047554734 0.0041896013332037955 0.013755679274070374 leaf_weight=146.01928194101492 5.4256168093415891 5.7200183270033449 17.719904471654445 leaf_count=2355 106 46 310 internal_value=0 -0.011786 0.00240269 internal_weight=0 11.1456 163.739 internal_count=2817 152 2665 is_linear=0 shrinkage=0.0224292 Tree=5134 num_leaves=4 num_cat=0 split_feature=13 1 43 split_gain=3.94092 5.95978 4.81135 threshold=0.17850500000000002 0.10790500000000001 -0.17307499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00037953442329833828 -0.00055252813414693623 8.7758004871934083e-05 2.8802233707252908e-05 leaf_weight=7.9217085950076571 5.4510672575561312 5.7762461609672755 159.93265578287537 leaf_count=64 106 46 2601 internal_value=0 -0.000223523 4.53959e-05 internal_weight=0 11.2273 167.854 internal_count=2817 152 2665 is_linear=0 shrinkage=0.000439788 Tree=5135 num_leaves=4 num_cat=0 split_feature=4 43 43 split_gain=4.18506 4.63082 2.25094 threshold=-0.49096999999999996 -0.40222499999999994 -0.076329999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7318327871001414e-05 -0.00036819443379111248 5.5288505899732631e-05 -0.00047576628064807945 leaf_weight=4.0045499773696065 5.1320655050803898 164.18790653171163 4.6995233385823649 leaf_count=32 109 2560 116 internal_value=0 4.24127e-05 -0.000269957 internal_weight=0 169.32 8.70407 internal_count=2817 2669 148 is_linear=0 shrinkage=0.000439788 Tree=5136 num_leaves=3 num_cat=0 split_feature=393 39 split_gain=4.43598 4.81219 threshold=0.087895000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033088291229653791 -0.00043422811106727765 3.1330334166144137e-05 leaf_weight=7.388856759062036 4.3186956422869107 167.48555227644829 leaf_count=56 109 2669 internal_value=0 1.59915e-05 internal_weight=0 174.874 internal_count=2834 2725 is_linear=0 shrinkage=0.000439788 Tree=5137 num_leaves=3 num_cat=0 split_feature=39 483 split_gain=4.32713 4.42838 threshold=-1.0000000180025095e-35 0.086680000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031689917035114464 3.6493611322546476e-05 -0.00030306731320493781 leaf_weight=7.6402087493333957 162.77033127142204 7.7645973310864056 leaf_count=60 2503 271 internal_value=0 2.10009e-05 internal_weight=0 170.535 internal_count=2834 2774 is_linear=0 shrinkage=0.000439788 Tree=5138 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=4.53476 4.63883 threshold=-1.0000000180025095e-35 -0.10646499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016690043957477599 0.0057903148216081795 -0.00187796853477727 leaf_weight=7.5580018315231419 64.154575142834801 103.98832910657802 leaf_count=60 475 2299 internal_value=0 0.00104817 internal_weight=0 168.143 internal_count=2834 2774 is_linear=0 shrinkage=0.0224292 Tree=5139 num_leaves=3 num_cat=0 split_feature=39 0 split_gain=4.33124 4.4391 threshold=-1.0000000180025095e-35 -0.10646499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016304144734917172 0.0056687237299768625 -0.0018364619004620456 leaf_weight=7.5637445835163808 64.062323297024705 103.95434786356782 leaf_count=60 475 2299 internal_value=0 0.00102548 internal_weight=0 168.017 internal_count=2834 2774 is_linear=0 shrinkage=0.0224292 Tree=5140 num_leaves=4 num_cat=0 split_feature=123 15 2 split_gain=4.57889 4.56817 3.11692 threshold=1.0000000180025095e-35 0.088550000000000004 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3641575438805781e-05 4.1355893467447745e-05 -0.00022412873661248179 0.00045111509825143789 leaf_weight=135.1680288744974 8.6784593265620043 23.375461614559754 6.1104064581450066 leaf_count=1949 153 641 90 internal_value=0 -4.46988e-05 0.000211022 internal_weight=0 158.543 14.7889 internal_count=2833 2590 243 is_linear=0 shrinkage=0.000439788 Tree=5141 num_leaves=4 num_cat=0 split_feature=15 43 0 split_gain=4.48309 8.06482 5.8137 threshold=0.088550000000000004 -0.088719999999999979 -0.077944999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028962115320016872 0.006419149978934946 -0.020123619118447022 0.0064963885443065561 leaf_weight=95.491247803525766 9.2884242477885 15.10355058366258 50.757599319331348 leaf_count=1516 117 533 667 internal_value=0 -0.0100191 0.000364037 internal_weight=0 24.392 146.249 internal_count=2833 650 2183 is_linear=0 shrinkage=0.0224292 Tree=5142 num_leaves=4 num_cat=0 split_feature=123 15 1 split_gain=4.79177 4.29738 2.7454 threshold=1.0000000180025095e-35 0.088550000000000004 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.531808862845997e-05 -0.00012784962359302699 -0.00021897931627942933 0.00031610598936208099 leaf_weight=136.04995774137205 3.4928591400384894 23.481958867196226 11.631497578578999 leaf_count=1949 26 641 217 internal_value=0 -4.53182e-05 0.000213546 internal_weight=0 159.532 15.1244 internal_count=2833 2590 243 is_linear=0 shrinkage=0.000439788 Tree=5143 num_leaves=4 num_cat=0 split_feature=15 43 0 split_gain=4.30521 7.78726 5.56681 threshold=0.088550000000000004 -0.088719999999999979 -0.077944999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028350839209573689 0.00627060058425097 -0.019841474501069604 0.0063563150607322859 leaf_weight=95.516256787144812 9.3016341671464051 14.97823117955704 50.743832996784477 leaf_count=1516 117 533 667 internal_value=0 -0.00984085 0.000354216 internal_weight=0 24.2799 146.26 internal_count=2833 650 2183 is_linear=0 shrinkage=0.0224292 Tree=5144 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=6.65229 5.36287 threshold=0.077685000000000018 0.11571500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8388491447101477e-05 -0.00050832930085696322 -0.00020255672513699868 leaf_weight=156.13435313467926 4.6802366204210548 18.394633168361906 leaf_count=2314 93 438 internal_value=0 2.19206e-05 internal_weight=0 174.529 internal_count=2845 2752 is_linear=0 shrinkage=0.000439788 Tree=5145 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=6.33609 5.49775 threshold=0.077685000000000018 0.11571500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8022066505891454e-05 -0.00050338325615222968 -0.00020710532793520765 leaf_weight=154.42395788631984 4.5549769473727784 18.249955149534799 leaf_count=2314 93 438 internal_value=0 2.10377e-05 internal_weight=0 172.674 internal_count=2845 2752 is_linear=0 shrinkage=0.000439788 Tree=5146 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=6.32027 5.34711 threshold=0.077685000000000018 0.11571500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6767063457074781e-05 -0.000506084338301538 -0.000205141729725513 leaf_weight=154.08129409138928 4.5117019271710879 18.205968590096745 leaf_count=2314 93 438 internal_value=0 2.01275e-05 internal_weight=0 172.287 internal_count=2845 2752 is_linear=0 shrinkage=0.000439788 Tree=5147 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=6.34033 5.4515 threshold=0.077685000000000018 0.11571500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024404582631346139 -0.025948784496036305 -0.010622395171026649 leaf_weight=152.17871829534124 4.4683494908967978 17.950531783782935 leaf_count=2314 93 438 internal_value=0 0.00106114 internal_weight=0 170.129 internal_count=2845 2752 is_linear=0 shrinkage=0.0224292 Tree=5148 num_leaves=3 num_cat=0 split_feature=38 453 split_gain=4.47481 4.65699 threshold=0.10011500000000002 0.086430000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020983345473859169 -0.02085349151502007 -0.01953353855536891 leaf_weight=171.04681673231971 4.6190619561530175 5.1385745427105567 leaf_count=2771 48 59 internal_value=0 0.00146538 internal_weight=0 176.185 internal_count=2878 2830 is_linear=0 shrinkage=0.0224292 Tree=5149 num_leaves=4 num_cat=0 split_feature=157 38 52 split_gain=4.33947 4.56841 1.98664 threshold=-0.084489999999999996 0.10011500000000002 -0.059524999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.005768439352895195 0.002197117368615613 -0.020343121547290972 -0.029183228123618992 leaf_weight=4.2370210316439625 168.7452147500444 4.6291085752891368 3.1964591587093301 leaf_count=103 2610 48 117 internal_value=0 0.00159312 -0.015886 internal_weight=0 173.374 7.43348 internal_count=2878 2658 220 is_linear=0 shrinkage=0.0224292 Tree=5150 num_leaves=4 num_cat=0 split_feature=1456 403 160 split_gain=4.43902 4.31603 0.820088 threshold=-1.0000000180025095e-35 -0.088654999999999984 0.060610000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049942068686832772 -0.00030568495782556492 4.3020261172562165e-05 -0.00011141666736487067 leaf_weight=3.6033972833683938 7.1324372311937614 171.55250913811324 1.5043384930177124 leaf_count=208 378 2234 58 internal_value=0 2.90701e-05 -0.000385986 internal_weight=0 178.685 5.10774 internal_count=2878 2612 266 is_linear=0 shrinkage=0.000439788 Tree=5151 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=4.22502 6.50117 threshold=0.086430000000000021 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00020925406393331676 -0.019183487260451666 0.012724799309475588 leaf_weight=153.30355276747287 5.1244180572684845 22.388520164997317 leaf_count=2485 59 334 internal_value=0 0.00144014 internal_weight=0 175.692 internal_count=2878 2819 is_linear=0 shrinkage=0.0224292 Tree=5152 num_leaves=4 num_cat=0 split_feature=1213 3 52 split_gain=6.01334 4.73484 1.63174 threshold=-1.0000000180025095e-35 -0.078914999999999985 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.3246153301400328e-05 -4.7789924329261372e-05 0.00010187880859296384 -0.00048494399189118935 leaf_weight=1.4927947319811208 67.770080419744772 102.98684841298382 5.4670638723473521 leaf_count=31 1278 1164 396 internal_value=0 4.24795e-05 -0.000374012 internal_weight=0 170.757 6.95986 internal_count=2869 2442 427 is_linear=0 shrinkage=0.000439788 Tree=5153 num_leaves=4 num_cat=0 split_feature=1213 3 52 split_gain=5.85717 4.46404 1.63057 threshold=-1.0000000180025095e-35 -0.078914999999999985 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018778712561858641 -0.0023691213932474633 0.0050874339545487618 -0.024740452148607765 leaf_weight=1.4715393349761141 66.990378815084114 101.66820543858921 5.3656069632561403 leaf_count=31 1278 1164 396 internal_value=0 0.00212579 -0.0190222 internal_weight=0 168.659 6.83715 internal_count=2869 2442 427 is_linear=0 shrinkage=0.0224292 Tree=5154 num_leaves=4 num_cat=0 split_feature=1213 3 52 split_gain=5.678 4.26889 1.61355 threshold=-1.0000000180025095e-35 -0.078914999999999985 -0.089919999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018359764113135965 -0.0023170325518755571 0.0049766250407947141 -0.02470131083005081 leaf_weight=1.471792080090381 66.960827471695666 101.60200845371583 5.2548504082078571 leaf_count=31 1278 1164 396 internal_value=0 0.00207932 -0.0189062 internal_weight=0 168.563 6.72664 internal_count=2869 2442 427 is_linear=0 shrinkage=0.0224292 Tree=5155 num_leaves=4 num_cat=0 split_feature=1213 3 403 split_gain=5.6511 4.38655 1.13312 threshold=-1.0000000180025095e-35 -0.078914999999999985 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.4331436900193464e-05 -4.6055860451557314e-05 9.7899948100795375e-05 -0.00047528168913283817 leaf_weight=1.7590603188436942 68.005872984591406 102.81532387017796 5.0011300310870856 leaf_count=77 1278 1164 350 internal_value=0 4.05907e-05 -0.000368831 internal_weight=0 170.821 6.76019 internal_count=2869 2442 427 is_linear=0 shrinkage=0.000439788 Tree=5156 num_leaves=3 num_cat=0 split_feature=1374 48 split_gain=4.57325 4.04733 threshold=0.089520000000000016 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037025237833028963 -0.019287342576817877 0.0087384692371286279 leaf_weight=139.68470719922334 5.1522307766135773 36.700335298664868 leaf_count=2427 59 337 internal_value=0 0.00211218 internal_weight=0 176.385 internal_count=2823 2764 is_linear=0 shrinkage=0.0224292 Tree=5157 num_leaves=3 num_cat=0 split_feature=1374 48 split_gain=4.38031 3.87791 threshold=0.089520000000000016 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00036193940958023163 -0.018902065646054955 0.0085594540707536054 leaf_weight=139.68839753647626 5.1398631918709716 36.628742608387256 leaf_count=2427 59 337 internal_value=0 0.00206566 internal_weight=0 176.317 internal_count=2823 2764 is_linear=0 shrinkage=0.0224292 Tree=5158 num_leaves=3 num_cat=0 split_feature=1374 131 split_gain=4.19506 3.74119 threshold=0.089520000000000016 0.088865000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0030206289634274394 -0.018522182521475545 -0.0086491022531652029 leaf_weight=161.15309395146323 5.128158666426315 15.098036850424249 leaf_count=2375 59 389 internal_value=0 0.00202015 internal_weight=0 176.251 internal_count=2823 2764 is_linear=0 shrinkage=0.0224292 Tree=5159 num_leaves=3 num_cat=0 split_feature=1374 131 split_gain=3.86641 3.69322 threshold=0.087785000000000016 0.088865000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.8172800443290559e-05 -0.00031828753365749785 -0.00016738366125040001 leaf_weight=162.96008518248709 6.0471026275772592 15.345677696634082 leaf_count=2363 71 389 internal_value=0 3.87447e-05 internal_weight=0 178.306 internal_count=2823 2752 is_linear=0 shrinkage=0.000439788 Tree=5160 num_leaves=4 num_cat=0 split_feature=13 48 4 split_gain=6.06404 5.08524 2.50011 threshold=-0.24921999999999997 0.14226500000000003 -0.024114999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025145123798140892 0.00066945082618538295 -0.022925945957692716 0.0062852265879456606 leaf_weight=6.7385978379752487 159.43571251104731 4.71223992248997 7.4529149011359532 leaf_count=37 2660 42 105 internal_value=0 -1.04958e-05 0.0152623 internal_weight=0 164.148 14.1915 internal_count=2844 2702 142 is_linear=0 shrinkage=0.0224292 Tree=5161 num_leaves=4 num_cat=0 split_feature=13 48 4 split_gain=6.1335 4.68911 2.22887 threshold=-0.24921999999999997 0.14226500000000003 -0.032169999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048980598513217576 1.2441367212401086e-05 -0.00042907856315385612 0.00014127079891269824 leaf_weight=6.4847418759018183 162.72812621443154 4.7702228478738098 7.859945653297471 leaf_count=30 2660 42 112 internal_value=0 -1.80242e-07 0.000299273 internal_weight=0 167.498 14.3447 internal_count=2844 2702 142 is_linear=0 shrinkage=0.000439788 Tree=5162 num_leaves=4 num_cat=0 split_feature=13 48 4 split_gain=6.33931 4.82119 2.19148 threshold=-0.24921999999999997 0.14226500000000003 -0.032169999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049021222409671781 1.1062414259610253e-05 -0.00043627841331731528 0.0001461587478367917 leaf_weight=6.5145078673958778 162.67732427144074 4.7780808210372916 7.9757546588079986 leaf_count=30 2660 42 112 internal_value=0 -1.75004e-06 0.000301279 internal_weight=0 167.455 14.4903 internal_count=2844 2702 142 is_linear=0 shrinkage=0.000439788 Tree=5163 num_leaves=4 num_cat=0 split_feature=13 48 4 split_gain=5.85999 4.84955 2.48505 threshold=-0.24921999999999997 0.14226500000000003 -0.018964999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.024929804524637496 0.00065179321370311381 -0.022387565802533572 0.0060509139165094445 leaf_weight=6.6991384644061327 159.56734264123952 4.7132891537039532 7.3738906532525998 leaf_count=39 2660 42 103 internal_value=0 -1.17413e-05 0.0150594 internal_weight=0 164.281 14.073 internal_count=2844 2702 142 is_linear=0 shrinkage=0.0224292 Tree=5164 num_leaves=4 num_cat=0 split_feature=403 38 42 split_gain=5.35873 4.96072 0.216704 threshold=0.096520000000000009 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014685891543008878 -0.015675465425519706 -0.017949542443211054 -0.025385020084516381 leaf_weight=164.9716374682248 1.9411863570276171 6.8759982860065056 3.4591796936001629 leaf_count=2610 99 69 103 internal_value=0 0.00068972 -0.0219624 internal_weight=0 171.848 5.40037 internal_count=2881 2679 202 is_linear=0 shrinkage=0.0224292 Tree=5165 num_leaves=4 num_cat=0 split_feature=403 38 42 split_gain=5.20557 4.73526 0.220721 threshold=0.096520000000000009 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014356561317316063 -0.01547287001814956 -0.017523417914376085 -0.025325247128207093 leaf_weight=164.97137019190995 1.9229519299115043 6.8855864522192851 3.3903946968493983 leaf_count=2610 99 69 103 internal_value=0 0.000674184 -0.0218277 internal_weight=0 171.857 5.31335 internal_count=2881 2679 202 is_linear=0 shrinkage=0.0224292 Tree=5166 num_leaves=4 num_cat=0 split_feature=403 45 15 split_gain=5.05641 4.63275 0.21546 threshold=0.096520000000000009 0.08179500000000002 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012548704380251441 -0.014662944263753442 -0.02209061965087666 -0.024819176824596074 leaf_weight=167.49742769943987 1.6432040686777325 4.3691732450388363 3.5849780220596577 leaf_count=2634 70 45 132 internal_value=0 0.000658996 -0.0216921 internal_weight=0 171.867 5.22818 internal_count=2881 2679 202 is_linear=0 shrinkage=0.0224292 Tree=5167 num_leaves=4 num_cat=0 split_feature=403 47 42 split_gain=5.01984 4.4629 0.238617 threshold=0.096520000000000009 0.13206500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5532528521725028e-05 -0.00029307387577395464 -0.00041677384151608777 -0.00049351272702701854 leaf_weight=170.35067677939514 1.9325867207953695 4.5104648135602465 3.3274897084338591 leaf_count=2637 99 42 103 internal_value=0 1.40792e-05 -0.000421196 internal_weight=0 174.861 5.26008 internal_count=2881 2679 202 is_linear=0 shrinkage=0.000439788 Tree=5168 num_leaves=3 num_cat=0 split_feature=3 124 split_gain=4.58286 5.10422 threshold=0.31270000000000003 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002108333772782814 0.00034846249601728038 -6.1303994699837884e-05 leaf_weight=14.575503619562367 6.1410507692489764 153.9119291824245 leaf_count=213 113 2559 internal_value=0 -3.77407e-05 internal_weight=0 168.487 internal_count=2885 2772 is_linear=0 shrinkage=0.000439788 Tree=5169 num_leaves=3 num_cat=0 split_feature=3 0 split_gain=4.67468 4.03929 threshold=0.31270000000000003 -0.112855 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.7023760212760289e-05 0.00034936758704394628 -8.7155468904050057e-05 leaf_weight=56.469062666699756 6.1992706650635219 112.28674522649817 leaf_count=390 113 2382 internal_value=0 -3.89092e-05 internal_weight=0 168.756 internal_count=2885 2772 is_linear=0 shrinkage=0.000439788 Tree=5170 num_leaves=3 num_cat=0 split_feature=3 124 split_gain=4.35799 4.75889 threshold=0.31270000000000003 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01042454553569446 0.017512821894633625 -0.0031308079624151443 leaf_weight=14.231742431104065 5.9651513245189554 152.00102951775625 leaf_count=213 113 2559 internal_value=0 -0.00196922 internal_weight=0 166.233 internal_count=2885 2772 is_linear=0 shrinkage=0.0224292 Tree=5171 num_leaves=3 num_cat=0 split_feature=3 124 split_gain=4.38315 4.66248 threshold=0.31270000000000003 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020101554312981573 0.00034326872522604234 -5.9209221857337313e-05 leaf_weight=14.550839485978939 6.0589084716048083 154.89608984297229 leaf_count=213 113 2559 internal_value=0 -3.68429e-05 internal_weight=0 169.447 internal_count=2885 2772 is_linear=0 shrinkage=0.000439788 Tree=5172 num_leaves=3 num_cat=0 split_feature=453 1373 split_gain=6.48129 5.00306 threshold=1.0000000180025095e-35 0.087970000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019428708717599769 -0.020947375244336812 -0.02221733223979026 leaf_weight=165.28093269217788 6.8264413323486215 4.40829596761614 leaf_count=2754 77 41 internal_value=0 0.00131279 internal_weight=0 169.689 internal_count=2872 2795 is_linear=0 shrinkage=0.0224292 Tree=5173 num_leaves=3 num_cat=0 split_feature=1373 484 split_gain=5.74479 5.43832 threshold=0.092985000000000012 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002632020283479855 -0.00049719226968728241 4.1046673053210651e-05 leaf_weight=12.195987141618387 4.2386432122439137 162.90390702924196 leaf_count=446 34 2392 internal_value=0 1.98289e-05 internal_weight=0 175.1 internal_count=2872 2838 is_linear=0 shrinkage=0.000439788 Tree=5174 num_leaves=3 num_cat=0 split_feature=453 156 split_gain=6.58955 5.06853 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00048300973130283026 -0.00041093954324620575 3.6559263907793988e-05 leaf_weight=3.6922316747513824 6.9455196178751057 168.8681138963002 leaf_count=153 77 2642 internal_value=0 2.539e-05 internal_weight=0 172.56 internal_count=2872 2795 is_linear=0 shrinkage=0.000439788 Tree=5175 num_leaves=3 num_cat=0 split_feature=453 156 split_gain=6.20978 4.88917 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024618902424122579 -0.020531117848439875 0.0018404668909707295 leaf_weight=3.5700170081399838 6.8108697058632961 166.21719949689577 leaf_count=153 77 2642 internal_value=0 0.00128142 internal_weight=0 169.787 internal_count=2872 2795 is_linear=0 shrinkage=0.0224292 Tree=5176 num_leaves=4 num_cat=0 split_feature=42 132 133 split_gain=7.90728 9.4659 6.59435 threshold=-1.0000000180025095e-35 0.087955000000000019 0.093800000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01854085078037913 0.0030903092305446843 0.016562791698001698 -0.015032253071790713 leaf_weight=20.280055423361777 137.46643708186457 4.7573372035403727 10.882974122243466 leaf_count=656 1764 122 344 internal_value=0 -0.0118633 0.00175907 internal_weight=0 25.0374 148.349 internal_count=2886 778 2108 is_linear=0 shrinkage=0.0224292 Tree=5177 num_leaves=4 num_cat=0 split_feature=42 132 133 split_gain=7.62778 9.08755 6.34842 threshold=-1.0000000180025095e-35 0.081055000000000016 0.093800000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003901453951374011 5.9558831770827962e-05 0.00019502590898354312 -0.0002851891110948018 leaf_weight=18.303200677350109 139.61161598663602 7.1170025067403904 11.137785057711879 leaf_count=641 1764 137 344 internal_value=0 -0.000226289 3.4055e-05 internal_weight=0 25.4202 150.749 internal_count=2886 778 2108 is_linear=0 shrinkage=0.000439788 Tree=5178 num_leaves=4 num_cat=0 split_feature=42 132 14 split_gain=7.59384 9.09989 4.5019 threshold=-1.0000000180025095e-35 0.087955000000000019 0.073890000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01824946620221396 0.0024887976355048216 0.016204312550174821 -0.018119133684304053 leaf_weight=20.139010648897969 142.82794755137002 4.7530520819709627 5.5206563239335074 leaf_count=656 2020 122 88 internal_value=0 -0.0116633 0.00171966 internal_weight=0 24.8921 148.349 internal_count=2886 778 2108 is_linear=0 shrinkage=0.0224292 Tree=5179 num_leaves=4 num_cat=0 split_feature=42 132 133 split_gain=7.58026 8.81946 6.50095 threshold=-1.0000000180025095e-35 0.081055000000000016 0.093800000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038736961562611902 6.0747660026255438e-05 0.00018877425353546834 -0.00028859641186225883 leaf_weight=18.196951514692049 139.5841560743429 7.1448167860507956 11.104936264659043 leaf_count=641 1764 137 344 internal_value=0 -0.000224913 3.49697e-05 internal_weight=0 25.3418 150.689 internal_count=2886 778 2108 is_linear=0 shrinkage=0.000439788 Tree=5180 num_leaves=4 num_cat=0 split_feature=1212 148 403 split_gain=4.77062 4.49088 0.520165 threshold=0.087800000000000017 -0.082164999999999988 -0.092224999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033430862871149542 -0.00018172249388015871 3.0997195890115118e-05 -0.00049605294002802111 leaf_weight=6.7502219041925846 1.436854512139689 169.18506619021355 3.754831439597182 leaf_count=89 69 2528 167 internal_value=0 1.69465e-05 -0.000410043 internal_weight=0 175.935 5.19169 internal_count=2853 2617 236 is_linear=0 shrinkage=0.000439788 Tree=5181 num_leaves=4 num_cat=0 split_feature=1212 148 1 split_gain=4.75655 4.41956 0.466532 threshold=0.087800000000000017 -0.082164999999999988 0.087820000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033207797485562283 -0.00049705844340515925 2.9258871766384754e-05 -0.00020704099885921105 leaf_weight=6.7909936661599195 3.6324297325481885 169.47776995547611 1.577522347535705 leaf_count=89 182 2528 54 internal_value=0 1.53034e-05 -0.000410321 internal_weight=0 176.269 5.20995 internal_count=2853 2617 236 is_linear=0 shrinkage=0.000439788 Tree=5182 num_leaves=4 num_cat=0 split_feature=1212 148 1 split_gain=4.59275 4.51577 0.434162 threshold=0.087800000000000017 -0.082164999999999988 0.087200000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01733664187953509 -0.025400643451753243 0.0014715443391612019 -0.011072068494289138 leaf_weight=6.6602926135528824 3.4475355627946547 166.61572567068652 1.6015524587419347 leaf_count=89 179 2528 57 internal_value=0 0.000746775 -0.0209145 internal_weight=0 173.276 5.04909 internal_count=2853 2617 236 is_linear=0 shrinkage=0.0224292 Tree=5183 num_leaves=4 num_cat=0 split_feature=1212 148 1 split_gain=4.70199 4.33155 0.4314 threshold=0.087800000000000017 -0.082164999999999988 0.087820000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032874027329398396 -0.00049500985178344611 3.0817105113979932e-05 -0.00021384618064186441 leaf_weight=6.7197000598534933 3.5474905896116971 168.93841150505614 1.5630214085686018 leaf_count=89 182 2528 54 internal_value=0 1.70282e-05 -0.000410134 internal_weight=0 175.658 5.11051 internal_count=2853 2617 236 is_linear=0 shrinkage=0.000439788 Tree=5184 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=3.67945 4.49639 threshold=-0.44233499999999998 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020457543933364609 -0.023797253665938743 0.00046667069625356687 leaf_weight=4.4833556469529858 3.9110829438432111 171.44162451273587 leaf_count=15 205 2637 internal_value=0 -7.70457e-05 internal_weight=0 175.353 internal_count=2857 2842 is_linear=0 shrinkage=0.0224292 Tree=5185 num_leaves=3 num_cat=0 split_feature=52 52 split_gain=4.26512 4.07696 threshold=-0.53320999999999985 -0.40686499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046818562982341443 0.00033681804343316653 2.8947254872844936e-06 leaf_weight=3.5620051139267153 7.3529912385565686 173.62936018136679 leaf_count=177 123 2557 internal_value=0 1.64955e-05 internal_weight=0 180.982 internal_count=2857 2680 is_linear=0 shrinkage=0.000439788 Tree=5186 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=3.51078 4.39329 threshold=-0.44233499999999998 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019979876258889424 -0.023766984964386544 0.00045557869675316384 leaf_weight=4.4843807686120263 3.8323260676115742 171.52817197464174 leaf_count=15 205 2637 internal_value=0 -7.63103e-05 internal_weight=0 175.36 internal_count=2857 2842 is_linear=0 shrinkage=0.0224292 Tree=5187 num_leaves=3 num_cat=0 split_feature=49 456 split_gain=3.22925 3.73336 threshold=-0.44233499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037600063630981927 -0.00035893222013683287 1.0723510726570316e-05 leaf_weight=4.496082584373652 5.4326521730981758 172.09865585507941 leaf_count=15 65 2777 internal_value=0 -6.25735e-07 internal_weight=0 177.531 internal_count=2857 2842 is_linear=0 shrinkage=0.000439788 Tree=5188 num_leaves=4 num_cat=0 split_feature=402 457 133 split_gain=5.53426 4.58153 0.0517332 threshold=-1.0000000180025095e-35 0.083585000000000007 0.49183500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047610867584143977 -1.924577059719466e-05 0.00017847841474889279 -0.00036209894861858054 leaf_weight=3.7896207650483111 143.12943407706916 26.911371581023559 1.4513521163025869 leaf_count=233 2306 225 122 internal_value=0 1.20634e-05 -0.000445965 internal_weight=0 170.041 5.24097 internal_count=2886 2531 355 is_linear=0 shrinkage=0.000439788 Tree=5189 num_leaves=4 num_cat=0 split_feature=402 457 133 split_gain=5.52902 4.6342 0.0533988 threshold=-1.0000000180025095e-35 0.083585000000000007 0.49183500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047595336647376978 -1.8361439904396478e-05 0.00018039599362173941 -0.00036048991481608305 leaf_weight=3.7772830970934583 143.3187391297688 26.936926324560773 1.4472244123462585 leaf_count=233 2306 225 122 internal_value=0 1.31016e-05 -0.000445398 internal_weight=0 170.256 5.22451 internal_count=2886 2531 355 is_linear=0 shrinkage=0.000439788 Tree=5190 num_leaves=4 num_cat=0 split_feature=402 16 133 split_gain=5.33358 4.3624 0.0497192 threshold=-1.0000000180025095e-35 -0.082914999999999975 0.42424500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024308712546687556 0.0048899232137878243 -0.0024494994028856749 -0.018520747134157113 leaf_weight=3.6091072838171376 70.042635202727979 97.331047953630332 1.43898438551696 leaf_count=228 909 1622 127 internal_value=0 0.000622114 -0.0227348 internal_weight=0 167.374 5.04809 internal_count=2886 2531 355 is_linear=0 shrinkage=0.0224292 Tree=5191 num_leaves=4 num_cat=0 split_feature=457 1 457 split_gain=5.24344 5.2835 2.93166 threshold=0.083585000000000007 0.13130500000000003 0.10538500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003047332474263446 0.015484977029512001 0.012160742634408479 0.00041953846575246606 leaf_weight=133.12771768156381 15.29792516079033 12.55896957736695 11.287647799763361 leaf_count=2449 146 210 81 internal_value=0 -0.00173489 0.00909342 internal_weight=0 145.687 26.5856 internal_count=2886 2659 227 is_linear=0 shrinkage=0.0224292 Tree=5192 num_leaves=3 num_cat=0 split_feature=394 33 split_gain=4.65162 4.51728 threshold=-0.084129999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020717241189509381 -0.020337392153541009 0.0022624157602562033 leaf_weight=4.7912351742270394 4.5541467505972824 164.34225220781082 leaf_count=134 38 2647 internal_value=0 0.0016508 internal_weight=0 168.896 internal_count=2819 2685 is_linear=0 shrinkage=0.0224292 Tree=5193 num_leaves=3 num_cat=0 split_feature=394 4 split_gain=4.48627 4.44378 threshold=-0.084129999999999996 -0.49096999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020459994902925008 -0.013336975019357716 0.0024988196672871086 leaf_weight=4.74344587518135 9.4234994102735055 159.46285461921798 leaf_count=134 145 2540 internal_value=0 0.00161381 internal_weight=0 168.886 internal_count=2819 2685 is_linear=0 shrinkage=0.0224292 Tree=5194 num_leaves=4 num_cat=0 split_feature=4 454 3 split_gain=4.4455 7.18215 4.46527 threshold=0.27150500000000005 1.0000000180025095e-35 0.11924500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5600729058437037e-05 0.00030534773501998046 0.00048259829785247363 -0.00015107901061764788 leaf_weight=147.67804105904361 17.822568979696374 5.5628489088267079 5.3875846196897319 leaf_count=2465 236 26 92 internal_value=0 -7.09461e-06 0.000199364 internal_weight=0 153.241 23.2102 internal_count=2819 2491 328 is_linear=0 shrinkage=0.000439788 Tree=5195 num_leaves=3 num_cat=0 split_feature=394 51 split_gain=4.32627 4.73683 threshold=-0.084129999999999996 -0.41122499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020197056758817531 -0.026881759054391559 0.0020735486183212624 leaf_weight=4.6992114260792723 2.8726959231425999 166.03654877002555 leaf_count=134 103 2582 internal_value=0 0.00157811 internal_weight=0 168.909 internal_count=2819 2685 is_linear=0 shrinkage=0.0224292 Tree=5196 num_leaves=4 num_cat=0 split_feature=157 453 1 split_gain=6.52275 5.79202 2.77289 threshold=-0.084489999999999996 1.0000000180025095e-35 0.10835000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028952870748750411 0.0017858861495739203 -0.01906945945127729 0.00098829105643171941 leaf_weight=5.3909522043468305 159.99621063326776 6.9728814254049203 2.1825692346319556 leaf_count=200 2590 71 26 internal_value=0 0.000912855 -0.0203435 internal_weight=0 166.969 7.57352 internal_count=2887 2661 226 is_linear=0 shrinkage=0.0224292 Tree=5197 num_leaves=3 num_cat=0 split_feature=44 13 split_gain=5.77692 6.49448 threshold=1.0000000180025095e-35 -0.094744999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0094084860900699712 -0.025698340108788249 -0.0015517861823903603 leaf_weight=33.964323137246538 4.277064017718657 136.18716981133912 leaf_count=352 50 2485 internal_value=0 0.000636828 internal_weight=0 170.151 internal_count=2887 2837 is_linear=0 shrinkage=0.0224292 Tree=5198 num_leaves=4 num_cat=0 split_feature=157 453 43 split_gain=6.22039 5.44195 2.97273 threshold=-0.084489999999999996 0.086430000000000021 -0.085769999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2081113100562822e-05 3.1070896331003572e-05 -0.00042571868863298978 -0.00056191446223138788 leaf_weight=2.1122095242753858 163.51167220654315 5.185897762887179 5.4399654526860095 leaf_count=52 2603 58 174 internal_value=0 1.69822e-05 -0.000390492 internal_weight=0 168.698 7.55217 internal_count=2887 2661 226 is_linear=0 shrinkage=0.000439788 Tree=5199 num_leaves=4 num_cat=0 split_feature=157 51 1 split_gain=6.34991 5.64244 2.77778 threshold=-0.084489999999999996 -0.40775499999999992 0.10835000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056252300893579492 -0.0005448435758429838 2.9204535039213336e-05 2.0642401578723803e-05 leaf_weight=5.3879060388426288 3.3600191553414325 166.16426182827854 2.230048555880785 leaf_count=200 109 2552 26 internal_value=0 1.77667e-05 -0.000392185 internal_weight=0 169.524 7.61795 internal_count=2887 2661 226 is_linear=0 shrinkage=0.000439788 Tree=5200 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=4.56059 7.03729 6.79169 threshold=0.10100500000000003 1.0000000180025095e-35 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2617633695396341e-05 0.0002173337182897748 0.00041816065331228946 -8.9537894738291792e-05 leaf_weight=114.40938899193861 36.682515030610375 5.9256368791684499 22.487768828985281 leaf_count=2123 497 22 227 internal_value=0 -4.83878e-05 0.000100715 internal_weight=0 120.335 59.1703 internal_count=2869 2145 724 is_linear=0 shrinkage=0.000439788 Tree=5201 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=4.23512 7.42497 threshold=-0.40941499999999992 -0.096549999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022815552197276556 0.023336851155112397 -0.00045795450731798835 leaf_weight=3.9960019679274401 6.8504230286926022 166.39758079285821 leaf_count=56 43 2770 internal_value=0 0.000485387 internal_weight=0 173.248 internal_count=2869 2813 is_linear=0 shrinkage=0.0224292 Tree=5202 num_leaves=4 num_cat=0 split_feature=1456 1 160 split_gain=4.32252 4.50766 2.01382 threshold=1.0000000180025095e-35 0.10100500000000003 -0.11051499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6488322632570556e-05 8.9325805153184606e-05 0.00011535091425899554 -0.00049963572293788535 leaf_weight=116.94549559154984 1.4634788763360118 55.864161350938957 4.7329203884728477 leaf_count=1924 47 697 201 internal_value=0 1.26041e-05 -0.000360686 internal_weight=0 172.81 6.1964 internal_count=2869 2621 248 is_linear=0 shrinkage=0.000439788 Tree=5203 num_leaves=4 num_cat=0 split_feature=1456 151 49 split_gain=4.16966 4.31538 1.95023 threshold=1.0000000180025095e-35 -0.40941499999999992 -0.028049999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022446082208718229 0.0042460916478265654 0.0011577812486139223 -0.025432936625977683 leaf_weight=3.970462860132101 1.4610123350284991 167.15359976230684 4.6021011918346622 leaf_count=56 28 2565 220 internal_value=0 0.000607676 -0.0182904 internal_weight=0 171.124 6.06311 internal_count=2869 2621 248 is_linear=0 shrinkage=0.0224292 Tree=5204 num_leaves=4 num_cat=0 split_feature=13 43 52 split_gain=5.77767 6.23511 3.47124 threshold=0.17850500000000002 -0.17307499999999998 -0.077344999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019456302004712944 -0.0017941163247545485 5.0908083102087624e-05 -0.028391415093339454 leaf_weight=8.7846849043853563 4.4755249544978142 154.67410710597323 5.4931349429825769 leaf_count=61 49 2646 112 internal_value=0 0.00109595 -0.0164766 internal_weight=0 163.459 9.96866 internal_count=2868 2707 161 is_linear=0 shrinkage=0.0224292 Tree=5205 num_leaves=4 num_cat=0 split_feature=155 13 15 split_gain=5.5871 5.43264 0.00936383 threshold=0.088505000000000014 0.17850500000000002 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.384884183421273e-05 -0.00043114507168032278 -0.00029862746168028416 -0.00050652336766040585 leaf_weight=162.65199661606312 1.7614270369522271 10.076419034128774 2.7718874121783292 leaf_count=2538 94 155 81 internal_value=0 1.44224e-05 -0.000479166 internal_weight=0 172.728 4.53331 internal_count=2868 2693 175 is_linear=0 shrinkage=0.000439788 Tree=5206 num_leaves=4 num_cat=0 split_feature=13 43 1 split_gain=5.52375 5.99222 3.40277 threshold=0.17850500000000002 -0.15765999999999997 0.10790500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016989774764598928 -0.029096473489299435 -8.7772023744678545e-05 -0.0028665412499743088 leaf_weight=11.068957907264119 5.0174145405762811 152.45052409991331 4.9264303285162896 leaf_count=89 113 2618 48 internal_value=0 0.00107009 -0.0161319 internal_weight=0 163.519 9.94384 internal_count=2868 2707 161 is_linear=0 shrinkage=0.0224292 Tree=5207 num_leaves=4 num_cat=0 split_feature=155 13 15 split_gain=5.47327 5.36405 0.00784054 threshold=0.088505000000000014 0.17850500000000002 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.4345181732102258e-05 -0.00043071939697840705 -0.00029646079104277194 -0.00050479904510238765 leaf_weight=163.32764843137556 1.7322219098568892 10.045653831446542 2.715359551482833 leaf_count=2538 94 155 81 internal_value=0 1.5147e-05 -0.000477911 internal_weight=0 173.373 4.44758 internal_count=2868 2693 175 is_linear=0 shrinkage=0.000439788 Tree=5208 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=5.65409 6.02998 threshold=0.2623950000000001 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.7892855908873836e-05 -0.00046558456198143568 7.2245511003690382e-05 leaf_weight=63.113936148372886 4.9389562424621536 111.33523891752702 leaf_count=1435 81 1372 internal_value=0 1.06872e-05 internal_weight=0 174.449 internal_count=2888 2807 is_linear=0 shrinkage=0.000439788 Tree=5209 num_leaves=3 num_cat=0 split_feature=13 15 split_gain=5.84137 5.41399 threshold=0.2623950000000001 0.15891500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0013526222352110186 -0.024324797307398061 -0.018507340629732048 leaf_weight=163.5139677293264 4.8805905652698121 7.1907633850350967 leaf_count=2746 81 61 internal_value=0 0.000514065 internal_weight=0 170.705 internal_count=2888 2807 is_linear=0 shrinkage=0.0224292 Tree=5210 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=5.55177 5.75356 threshold=0.2623950000000001 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.648770929364743e-05 -0.00046329728497255488 7.0399282063859087e-05 leaf_weight=62.583024822495645 4.9103454975411287 110.43256961618317 leaf_count=1435 81 1372 internal_value=0 1.00291e-05 internal_weight=0 173.016 internal_count=2888 2807 is_linear=0 shrinkage=0.000439788 Tree=5211 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=5.61954 5.71937 threshold=0.2623950000000001 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.4639729567695536e-05 -0.00046451881410497546 7.1568611964170355e-05 leaf_weight=62.727326336607803 4.9154908679774953 110.6527862912917 leaf_count=1435 81 1372 internal_value=0 1.14322e-05 internal_weight=0 173.38 internal_count=2888 2807 is_linear=0 shrinkage=0.000439788 Tree=5212 num_leaves=4 num_cat=0 split_feature=151 4 150 split_gain=5.88189 8.28275 5.98662 threshold=-0.016239999999999994 0.27058000000000004 0.084800000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.5199681351862394e-05 -0.00011949696015390545 0.00022224368027893923 0.00029486078360605882 leaf_weight=21.514736469747731 116.07835517622152 15.537440943007821 18.70322308212053 leaf_count=267 2082 257 214 internal_value=0 -7.91276e-05 0.000113009 internal_weight=0 131.616 40.218 internal_count=2820 2339 481 is_linear=0 shrinkage=0.000439788 Tree=5213 num_leaves=4 num_cat=0 split_feature=1 151 16 split_gain=5.65473 7.87206 6.12542 threshold=0.090445000000000011 -0.22990999999999998 0.13514000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055645394155544759 0.00011036434914810477 -0.00013238973826708845 -0.00020411121691101959 leaf_weight=3.3111756881698957 65.28944104234688 88.262893765830086 14.652656664606182 leaf_count=36 826 1752 206 internal_value=0 -0.000107371 5.26889e-05 internal_weight=0 91.5741 79.9421 internal_count=2820 1788 1032 is_linear=0 shrinkage=0.000439788 Tree=5214 num_leaves=4 num_cat=0 split_feature=151 4 150 split_gain=5.7717 7.78691 6.07124 threshold=-0.016239999999999994 0.27058000000000004 0.084800000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.6331401297088435e-05 -0.00011689833784360849 0.00021582357980086129 0.00029699300979686732 leaf_weight=21.422621035191696 115.14559735968942 15.409426256490404 18.595798685972113 leaf_count=267 2082 257 214 internal_value=0 -7.76013e-05 0.00011327 internal_weight=0 130.555 40.0184 internal_count=2820 2339 481 is_linear=0 shrinkage=0.000439788 Tree=5215 num_leaves=4 num_cat=0 split_feature=151 4 150 split_gain=5.78513 8.16262 6.07514 threshold=-0.016239999999999994 0.27058000000000004 0.084800000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.5371962433799685e-05 -0.00011719841778317348 0.00022187430339250626 0.00029829235483252656 leaf_weight=21.419855058542453 115.491059017113 15.566818419087211 18.55158461414976 leaf_count=267 2082 257 214 internal_value=0 -7.68975e-05 0.000114196 internal_weight=0 131.058 39.9714 internal_count=2820 2339 481 is_linear=0 shrinkage=0.000439788 Tree=5216 num_leaves=4 num_cat=0 split_feature=1447 49 12 split_gain=4.78583 4.94174 2.05369 threshold=-1.0000000180025095e-35 -0.44233499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0035031704977774615 0.026595150407019239 0.0012764738219029031 -0.026727322609255123 leaf_weight=1.527557539520785 3.9504442224279037 168.64813320581743 4.2860396666947045 leaf_count=15 14 2579 242 internal_value=0 0.00185885 -0.0187986 internal_weight=0 172.599 5.8136 internal_count=2850 2593 257 is_linear=0 shrinkage=0.0224292 Tree=5217 num_leaves=4 num_cat=0 split_feature=1456 49 160 split_gain=4.84315 4.78352 0.885478 threshold=-1.0000000180025095e-35 -0.44233499999999998 0.082545000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050146670321063621 0.00051428581614130586 2.5279579918111609e-05 -9.7058284556240948e-05 leaf_weight=3.8193333461531429 3.9392437301576129 171.7541576744261 1.4547613198228644 leaf_count=212 12 2573 53 internal_value=0 3.62983e-05 -0.000390671 internal_weight=0 175.693 5.27409 internal_count=2850 2585 265 is_linear=0 shrinkage=0.000439788 Tree=5218 num_leaves=4 num_cat=0 split_feature=1456 49 160 split_gain=4.81975 4.67019 0.864191 threshold=-1.0000000180025095e-35 -0.44233499999999998 0.067035000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050274639870755437 0.0005076004991694551 2.4434514123565237e-05 -0.00010234856178578767 leaf_weight=3.7778970303697852 3.9396293330937615 171.42499331601721 1.4530733808642251 leaf_count=209 12 2573 56 internal_value=0 3.53431e-05 -0.000392299 internal_weight=0 175.365 5.23097 internal_count=2850 2585 265 is_linear=0 shrinkage=0.000439788 Tree=5219 num_leaves=4 num_cat=0 split_feature=1456 49 160 split_gain=4.95344 4.63266 0.856946 threshold=-1.0000000180025095e-35 -0.44233499999999998 0.082545000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050198939888570777 0.00050227451390551399 2.2395323350407402e-05 -0.00010516645182929139 leaf_weight=3.9084126776797339 3.9608521973714224 174.14506154181436 1.4542664472828617 leaf_count=212 12 2573 53 internal_value=0 3.31199e-05 -0.000395133 internal_weight=0 178.106 5.36268 internal_count=2850 2585 265 is_linear=0 shrinkage=0.000439788 Tree=5220 num_leaves=4 num_cat=0 split_feature=156 11 3 split_gain=4.94601 4.91313 2.82875 threshold=0.090135000000000007 0.08184000000000001 -0.092019999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019410727198756587 0.0058591156491988585 -0.014054239226927945 -0.018552506049918475 leaf_weight=154.3222655660793 3.0687867066590107 10.286552636593113 10.623602645820936 leaf_count=2523 68 118 218 internal_value=0 0.000939997 -0.0130807 internal_weight=0 164.609 13.6924 internal_count=2927 2641 286 is_linear=0 shrinkage=0.0224292 Tree=5221 num_leaves=4 num_cat=0 split_feature=156 11 3 split_gain=4.74759 4.69825 2.72213 threshold=0.090135000000000007 0.08184000000000001 -0.092019999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018974769460107402 0.005735412001404025 -0.013749159924995936 -0.018237570920977102 leaf_weight=154.32745400413114 3.0651146536110891 10.279467809596097 10.565656024205962 leaf_count=2523 68 118 218 internal_value=0 0.000918886 -0.0128463 internal_weight=0 164.607 13.6308 internal_count=2927 2641 286 is_linear=0 shrinkage=0.0224292 Tree=5222 num_leaves=4 num_cat=0 split_feature=156 41 3 split_gain=4.55638 4.53309 2.61886 threshold=0.090135000000000007 0.082560000000000008 -0.092019999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001640767424778248 0.0056140758552852424 -0.017753125600633735 -0.017924254921020621 leaf_weight=158.32032971164153 3.0615798219223498 6.2854203002061686 10.510191381617913 leaf_count=2547 68 94 218 internal_value=0 0.000898245 -0.0126139 internal_weight=0 164.606 13.5718 internal_count=2927 2641 286 is_linear=0 shrinkage=0.0224292 Tree=5223 num_leaves=4 num_cat=0 split_feature=155 1 43 split_gain=4.55216 3.74067 0.552034 threshold=0.090655000000000013 0.10100500000000003 -0.072614999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2481651866925547e-05 -0.00022964571607538239 0.00010455439917935368 -0.00052654375903358759 leaf_weight=119.46725473303377 2.0791153104510158 56.842982845671941 3.0554599569877601 leaf_count=2104 59 655 109 internal_value=0 1.17057e-05 -0.000407619 internal_weight=0 176.31 5.13458 internal_count=2927 2759 168 is_linear=0 shrinkage=0.000439788 Tree=5224 num_leaves=4 num_cat=0 split_feature=42 132 48 split_gain=5.74319 9.85146 3.55759 threshold=-1.0000000180025095e-35 0.081055000000000016 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032309356769609976 8.0346730076387237e-05 0.00025258460460495657 -0.00015941570629218857 leaf_weight=19.864916654791163 140.85486173974641 8.0718938791542296 13.063427594024686 leaf_count=630 1990 135 112 internal_value=0 -0.000156702 5.99802e-05 internal_weight=0 27.9368 153.918 internal_count=2867 765 2102 is_linear=0 shrinkage=0.000439788 Tree=5225 num_leaves=4 num_cat=0 split_feature=42 132 48 split_gain=5.38244 9.717 3.76242 threshold=-1.0000000180025095e-35 0.081055000000000016 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016467135844573957 0.0039643542835685842 0.013020253284906755 -0.0087307362902377967 leaf_weight=19.388562100051789 138.67007874524279 7.8982902846764764 12.812781304441158 leaf_count=630 1990 135 112 internal_value=0 -0.00792875 0.00288961 internal_weight=0 27.2869 151.483 internal_count=2867 765 2102 is_linear=0 shrinkage=0.0224292 Tree=5226 num_leaves=4 num_cat=0 split_feature=42 132 1373 split_gain=5.27762 9.31512 3.55674 threshold=-1.0000000180025095e-35 0.081055000000000016 0.089210000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031624805981678682 6.8417192097437911e-05 0.00024548332580959947 -0.00031730433640756773 leaf_weight=19.547971098727434 148.81779971199285 8.0461343691567873 4.7533104079775503 leaf_count=630 2061 135 41 internal_value=0 -0.000152397 5.64404e-05 internal_weight=0 27.5941 153.571 internal_count=2867 765 2102 is_linear=0 shrinkage=0.000439788 Tree=5227 num_leaves=4 num_cat=0 split_feature=42 156 48 split_gain=5.84214 6.53991 3.39655 threshold=-1.0000000180025095e-35 0.050840000000000003 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026735307140629484 7.7561061543730342e-05 0.00026371662060795109 -0.00015610494945326962 leaf_weight=22.327736409628418 141.39057913345459 5.5947088907705611 13.133138761448206 leaf_count=696 1990 69 112 internal_value=0 -0.000160837 5.76847e-05 internal_weight=0 27.9224 154.524 internal_count=2867 765 2102 is_linear=0 shrinkage=0.000439788 Tree=5228 num_leaves=3 num_cat=0 split_feature=15 155 split_gain=4.05765 4.21968 threshold=0.22762000000000002 0.098655000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.7227390483417579e-05 -0.00041609371545436261 -0.00041151203105887135 leaf_weight=166.11560565652326 4.2899803314357987 4.3318558938335618 leaf_count=2615 30 145 internal_value=0 1.60322e-05 internal_weight=0 170.447 internal_count=2790 2760 is_linear=0 shrinkage=0.000439788 Tree=5229 num_leaves=3 num_cat=0 split_feature=15 49 split_gain=4.1814 4.0439 threshold=0.22762000000000002 -0.14931499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015514248566946576 -0.021717810737145054 -8.780879737941488e-05 leaf_weight=8.8056542454287392 4.2592850495129815 157.76217780417937 leaf_count=58 30 2702 internal_value=0 0.000738682 internal_weight=0 166.568 internal_count=2790 2760 is_linear=0 shrinkage=0.0224292 Tree=5230 num_leaves=4 num_cat=0 split_feature=155 3 157 split_gain=4.1266 4.84105 0.40743 threshold=0.098655000000000007 -0.16935999999999998 0.10381000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029633367518926813 -0.00027878688309319801 -5.1185587419090533e-06 -0.00055189167723579543 leaf_weight=11.00436947646085 2.1759333195514037 157.7780306351051 2.1898176283575594 leaf_count=79 82 2566 63 internal_value=0 1.4567e-05 -0.00041758 internal_weight=0 168.782 4.36575 internal_count=2790 2645 145 is_linear=0 shrinkage=0.000439788 Tree=5231 num_leaves=3 num_cat=0 split_feature=15 155 split_gain=4.004 4.15517 threshold=0.22762000000000002 0.098655000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0012970150588838911 -0.021268213432905334 -0.021116770095512511 leaf_weight=162.30596866486303 4.2529826108366242 4.2512845541350535 leaf_count=2615 30 145 internal_value=0 0.000722561 internal_weight=0 166.557 internal_count=2790 2760 is_linear=0 shrinkage=0.0224292 Tree=5232 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=5.81372 4.74953 threshold=0.077685000000000018 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020257186729561134 -0.024953169728826555 0.0023244815480454066 leaf_weight=4.8005001014098516 4.1988857330288729 168.67284211324295 leaf_count=46 95 2705 internal_value=0 0.00169742 internal_weight=0 173.473 internal_count=2846 2751 is_linear=0 shrinkage=0.0224292 Tree=5233 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=5.61247 4.53721 threshold=0.077685000000000018 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019792321822778031 -0.024664951346495476 0.0022722280991738755 leaf_weight=4.8034642515704027 4.1534137905691741 168.68187724547897 leaf_count=46 95 2705 internal_value=0 0.00165919 internal_weight=0 173.485 internal_count=2846 2751 is_linear=0 shrinkage=0.0224292 Tree=5234 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=4.51631 4.34091 threshold=0.064610000000000015 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019338047984141033 -0.019671446124910501 0.0022392509676164123 leaf_weight=4.8064490254037073 5.1349101681844322 167.66539319387812 leaf_count=46 104 2696 internal_value=0 0.00163586 internal_weight=0 172.472 internal_count=2846 2742 is_linear=0 shrinkage=0.0224292 Tree=5235 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=4.34438 4.14684 threshold=0.064610000000000015 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.018894148242963642 -0.019371411934991527 0.0021889160560913737 leaf_weight=4.8094484829343846 5.098201530869118 167.67418023682694 leaf_count=46 104 2696 internal_value=0 0.00159902 internal_weight=0 172.484 internal_count=2846 2742 is_linear=0 shrinkage=0.0224292 Tree=5236 num_leaves=4 num_cat=0 split_feature=1213 38 3 split_gain=4.57691 4.55462 2.26005 threshold=0.036805000000000011 0.087760000000000019 -0.09712999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3274335159779419e-05 0.00011531198777632942 -0.00038709919976114281 -0.00046773506434501743 leaf_weight=172.38742793766141 1.6789820333942769 4.872016016393899 5.3826284561073399 leaf_count=2558 19 50 233 internal_value=0 3.1405e-05 -0.000329171 internal_weight=0 177.259 7.06161 internal_count=2860 2608 252 is_linear=0 shrinkage=0.000439788 Tree=5237 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=4.37498 6.4162 threshold=0.087760000000000019 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016275502040388551 -0.019958807566214768 0.00025142609384091845 leaf_weight=13.61234201787738 4.8954168795607975 161.55608719070005 leaf_count=211 56 2593 internal_value=0 0.0014983 internal_weight=0 175.168 internal_count=2860 2804 is_linear=0 shrinkage=0.0224292 Tree=5238 num_leaves=4 num_cat=0 split_feature=1213 128 3 split_gain=4.57484 4.01606 2.20577 threshold=0.036805000000000011 0.081680000000000016 -0.09712999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5183318038609084e-05 0.00010649487915532016 -0.00031508701332542944 -0.00046753439768357241 leaf_weight=170.05965960533649 1.7000061785802243 6.1838767548906608 5.3298260775336521 leaf_count=2408 19 200 233 internal_value=0 3.25097e-05 -0.000328806 internal_weight=0 176.244 7.02983 internal_count=2860 2608 252 is_linear=0 shrinkage=0.000439788 Tree=5239 num_leaves=4 num_cat=0 split_feature=1213 38 3 split_gain=4.50996 4.52898 2.21128 threshold=0.036805000000000011 0.087760000000000019 -0.096099999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3631516234958918e-05 0.00010373939725480032 -0.00038628616570630258 -0.00046743994714201 leaf_weight=171.53958789061289 1.7315118131227789 4.8549952688626936 5.3011802488181266 leaf_count=2558 23 50 229 internal_value=0 3.17582e-05 -0.00032691 internal_weight=0 176.395 7.03269 internal_count=2860 2608 252 is_linear=0 shrinkage=0.000439788 Tree=5240 num_leaves=3 num_cat=0 split_feature=454 16 split_gain=4.05118 4.34572 threshold=-1.0000000180025095e-35 -0.09583499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041474144518810008 0.00011658941522763916 -3.3864182626032298e-05 leaf_weight=4.3760199066018677 53.808184312445519 119.69633603212424 leaf_count=61 634 2123 internal_value=0 1.2803e-05 internal_weight=0 173.505 internal_count=2818 2757 is_linear=0 shrinkage=0.000439788 Tree=5241 num_leaves=3 num_cat=0 split_feature=454 16 split_gain=4.08655 4.18187 threshold=-1.0000000180025095e-35 -0.09583499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021446762593918776 0.0059106843544314827 -0.0016851195805804118 leaf_weight=4.2874602356459937 52.897795789009251 117.24906790110981 leaf_count=61 634 2123 internal_value=0 0.000676775 internal_weight=0 170.147 internal_count=2818 2757 is_linear=0 shrinkage=0.0224292 Tree=5242 num_leaves=3 num_cat=0 split_feature=3 51 split_gain=4.31415 4.65207 threshold=0.31270000000000003 -0.40548499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00054132196736603817 0.00033376969239525515 -2.1230512441895687e-06 leaf_weight=3.1343516046908908 7.2531888948287806 166.48938736751006 leaf_count=98 109 2611 internal_value=0 -1.21463e-05 internal_weight=0 169.624 internal_count=2818 2709 is_linear=0 shrinkage=0.000439788 Tree=5243 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=4.41244 3.89307 threshold=0.31270000000000003 -0.11247499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.240231817569769e-05 0.00033561977574021875 -5.4830735088627259e-05 leaf_weight=48.719561714708107 7.326842160196974 120.8772196468708 leaf_count=525 109 2184 internal_value=0 -1.25299e-05 internal_weight=0 169.597 internal_count=2818 2709 is_linear=0 shrinkage=0.000439788 Tree=5244 num_leaves=3 num_cat=0 split_feature=474 483 split_gain=4.45616 4.24659 threshold=-1.0000000180025095e-35 0.09481500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045531341435944405 5.1282056836199519e-05 -0.00037205489390812821 leaf_weight=3.5612048530019811 174.96129991822818 4.68741598042834 leaf_count=108 2570 183 internal_value=0 4.01979e-05 internal_weight=0 179.649 internal_count=2861 2753 is_linear=0 shrinkage=0.000439788 Tree=5245 num_leaves=4 num_cat=0 split_feature=483 0 51 split_gain=4.66486 3.85294 1.48846 threshold=0.095345000000000013 -0.11367499999999998 0.012085000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013556898424495832 -0.00019649905355863798 -1.3975105235549196e-06 -0.000706372524894257 leaf_weight=59.550212468428072 2.7763722333329488 119.23613028968975 1.8474447544431312 leaf_count=423 131 2263 44 internal_value=0 4.42329e-05 -0.000402286 internal_weight=0 178.786 4.62382 internal_count=2861 2686 175 is_linear=0 shrinkage=0.000439788 Tree=5246 num_leaves=4 num_cat=0 split_feature=483 0 51 split_gain=4.65154 4.1135 1.46812 threshold=0.095345000000000013 -0.11367499999999998 0.0096550000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013638452619912296 -0.00019497407026587197 -4.3304049646708517e-06 -0.0006956827833628945 leaf_weight=60.171586242679041 2.8089732857770278 120.86206576281984 1.9040021168184464 leaf_count=423 130 2263 45 internal_value=0 4.24496e-05 -0.000399247 internal_weight=0 181.034 4.71298 internal_count=2861 2686 175 is_linear=0 shrinkage=0.000439788 Tree=5247 num_leaves=4 num_cat=0 split_feature=483 0 51 split_gain=4.56754 4.71035 1.6113 threshold=0.09518500000000002 -0.11367499999999998 0.0041800000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001456694294123092 -0.00017599539079250605 -5.1874747696011462e-06 -0.00069299466478327861 leaf_weight=59.970077750622295 2.8858474564622147 120.33069165516645 1.9585395480971781 leaf_count=420 133 2260 48 internal_value=0 4.49993e-05 -0.000386913 internal_weight=0 180.301 4.84439 internal_count=2861 2680 181 is_linear=0 shrinkage=0.000439788 Tree=5248 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=4.65174 7.49593 7.38744 threshold=1.0000000180025095e-35 -0.1171 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0006841563194703961 3.153078877497826e-05 -5.0690125284640529e-05 0.00050876790551239546 leaf_weight=3.8231454482302061 110.56709143953049 60.639120081992587 6.632085145218297 leaf_count=50 1303 1411 102 internal_value=0 -8.84514e-05 5.86152e-05 internal_weight=0 64.4623 117.199 internal_count=2866 1461 1405 is_linear=0 shrinkage=0.000439788 Tree=5249 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=4.1298 7.56457 7.40543 threshold=1.0000000180025095e-35 -0.1171 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.03492918192591226 0.0014704575323890184 -0.0023005925621362791 0.025992844940823715 leaf_weight=3.7826383481733492 109.10077925532823 59.875873437253176 6.5492615324910721 leaf_count=50 1303 1411 102 internal_value=0 -0.0042493 0.00286322 internal_weight=0 63.6585 115.65 internal_count=2866 1461 1405 is_linear=0 shrinkage=0.0224292 Tree=5250 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=4.87569 7.23801 6.82217 threshold=1.0000000180025095e-35 -0.1171 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067742106396215425 3.4923138299897939e-05 -5.2658060480392101e-05 0.0004940512919887908 leaf_weight=3.792157093062996 110.6768016917049 60.925157061887148 6.6159955598413935 leaf_count=50 1303 1411 102 internal_value=0 -8.94555e-05 6.08968e-05 internal_weight=0 64.7173 117.293 internal_count=2866 1461 1405 is_linear=0 shrinkage=0.000439788 Tree=5251 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=4.75435 7.23477 6.92857 threshold=1.0000000180025095e-35 -0.1171 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067769740961232409 3.333805507020626e-05 -5.2079725167168868e-05 0.0004937879904924155 leaf_weight=3.7787109115160993 111.22548980542342 61.075028417930298 6.682749106490518 leaf_count=50 1303 1411 102 internal_value=0 -8.87201e-05 5.95109e-05 internal_weight=0 64.8537 117.908 internal_count=2866 1461 1405 is_linear=0 shrinkage=0.000439788 Tree=5252 num_leaves=3 num_cat=0 split_feature=148 49 split_gain=5.1115 4.07332 threshold=-0.082084999999999977 -0.14902499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019262347213242902 0.012326922141044932 -0.00054389552702465501 leaf_weight=6.8508551153936414 13.409521171823142 156.87344589724671 leaf_count=86 79 2718 internal_value=0 0.00047093 internal_weight=0 170.283 internal_count=2883 2797 is_linear=0 shrinkage=0.0224292 Tree=5253 num_leaves=3 num_cat=0 split_feature=148 447 split_gain=4.81944 4.58917 threshold=-0.082084999999999977 0.086460000000000023 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036313865398722792 -1.68867863752161e-06 0.00044851853595735171 leaf_weight=6.9445047188783056 168.16837034533819 4.4772090644109985 leaf_count=86 2742 55 internal_value=0 1.00348e-05 internal_weight=0 172.646 internal_count=2883 2797 is_linear=0 shrinkage=0.000439788 Tree=5254 num_leaves=4 num_cat=0 split_feature=1429 1 157 split_gain=4.23638 3.77049 0.918734 threshold=-1.0000000180025095e-35 0.10100500000000003 -0.076494999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021635912313841074 -3.9630109784883256e-05 9.795710421705229e-05 -0.00063421965595999096 leaf_weight=1.9065079365391282 118.88090257544536 56.968974416551646 2.2381374750402747 leaf_count=58 2059 680 86 internal_value=0 4.94894e-06 -0.00044388 internal_weight=0 175.85 4.14465 internal_count=2883 2739 144 is_linear=0 shrinkage=0.000439788 Tree=5255 num_leaves=3 num_cat=0 split_feature=148 1429 split_gain=4.87647 4.61869 threshold=-0.082084999999999977 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036636590705640813 -0.00044649916837407092 2.1395353910873292e-05 leaf_weight=6.9064794236910521 4.1630309350875896 167.86943382944446 leaf_count=86 144 2653 internal_value=0 1.00244e-05 internal_weight=0 172.032 internal_count=2883 2797 is_linear=0 shrinkage=0.000439788 Tree=5256 num_leaves=3 num_cat=0 split_feature=41 12 split_gain=4.79113 4.84239 threshold=0.082560000000000008 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0027387084120634475 -0.015374795189429049 -0.017093420956242264 leaf_weight=162.25808348188002 8.3800429344992136 6.4205814721281049 leaf_count=2578 116 137 internal_value=0 0.00198197 internal_weight=0 168.679 internal_count=2831 2715 is_linear=0 shrinkage=0.0224292 Tree=5257 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=4.49557 4.63071 threshold=0.082560000000000008 0.090135000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.817384664372933e-05 -0.00031854000612786826 -0.00024923098919623585 leaf_weight=158.41403558525781 8.5551179054309596 12.542497924470807 leaf_count=2467 116 248 internal_value=0 7.79604e-06 internal_weight=0 170.957 internal_count=2831 2715 is_linear=0 shrinkage=0.000439788 Tree=5258 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=4.59924 4.63325 1.01549 threshold=-0.092224999999999988 -0.50052499999999989 0.091035000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023553176705792218 -0.015911677868665295 0.0025456306190258025 -0.0018740032692637517 leaf_weight=4.4784688982763319 7.1207648750860235 164.03788504128897 1.4380006949650121 leaf_count=296 111 2377 47 internal_value=0 0.00177606 -0.018307 internal_weight=0 171.159 5.91647 internal_count=2831 2488 343 is_linear=0 shrinkage=0.0224292 Tree=5259 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=4.58488 4.65101 threshold=0.082560000000000008 0.090135000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029221244482096871 -0.015124318438014739 -0.011466664814330816 leaf_weight=156.44368636901345 8.3509318040451017 12.16236953390762 leaf_count=2467 116 248 internal_value=0 0.00188301 internal_weight=0 168.606 internal_count=2831 2715 is_linear=0 shrinkage=0.0224292 Tree=5260 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=5.36533 5.37912 threshold=-0.4706749999999999 -0.09712999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029765921888523294 -0.00032377515094898345 -2.2752407708109923e-05 leaf_weight=9.2864089922513795 12.408900604852532 150.82104552234523 leaf_count=69 393 2401 internal_value=0 -4.56716e-05 internal_weight=0 163.23 internal_count=2863 2794 is_linear=0 shrinkage=0.000439788 Tree=5261 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=5.03512 5.18687 threshold=-0.4706749999999999 -0.09712999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014865456248248917 -0.016544994609644609 -0.0011704817579595136 leaf_weight=9.0358763795811665 11.922807833710975 146.06696834035392 leaf_count=69 393 2401 internal_value=0 -0.00233259 internal_weight=0 157.99 internal_count=2863 2794 is_linear=0 shrinkage=0.0224292 Tree=5262 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=4.84422 4.9913 threshold=-0.4706749999999999 -0.09712999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014652422161613091 -0.016264539817274846 -0.0011443135683374911 leaf_weight=8.9627468883991224 11.857443775756108 146.05670898448443 leaf_count=69 393 2401 internal_value=0 -0.00228149 internal_weight=0 157.914 internal_count=2863 2794 is_linear=0 shrinkage=0.0224292 Tree=5263 num_leaves=3 num_cat=0 split_feature=13 160 split_gain=4.73471 4.76838 threshold=-0.4706749999999999 -0.09712999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028499481631104502 -0.0003088572333294436 -2.0762152878341902e-05 leaf_weight=9.0110461452277359 11.989789860235758 148.81524656090187 leaf_count=69 393 2401 internal_value=0 -4.22769e-05 internal_weight=0 160.805 internal_count=2863 2794 is_linear=0 shrinkage=0.000439788 Tree=5264 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=5.15772 5.83767 5.48778 threshold=-0.047784999999999987 -0.0064899999999999992 0.085440000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027257383451881329 -0.00036405514765184047 -4.0624843861962305e-05 -2.9689087074560684e-06 leaf_weight=19.808190208103042 12.116802108095724 97.653714337240672 47.402364670662791 leaf_count=238 221 1774 633 internal_value=0 -7.63832e-05 7.8293e-05 internal_weight=0 109.771 67.2106 internal_count=2866 1995 871 is_linear=0 shrinkage=0.000439788 Tree=5265 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=5.26308 5.88991 5.54219 threshold=-0.047784999999999987 -0.0064899999999999992 0.085440000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014101419179514414 -0.018741374256709062 -0.0020719929700968977 -9.4343583953757068e-05 leaf_weight=19.620364336471539 11.970171025663147 96.496062263759086 46.814667210594052 leaf_count=238 221 1774 633 internal_value=0 -0.00391458 0.00410096 internal_weight=0 108.466 66.435 internal_count=2866 1995 871 is_linear=0 shrinkage=0.0224292 Tree=5266 num_leaves=4 num_cat=0 split_feature=52 52 2 split_gain=5.03209 5.67386 5.29541 threshold=-0.047784999999999987 -0.0064899999999999992 0.085440000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013783034579626511 -0.018428519445769401 -0.002025743072145353 -9.2227760722095678e-05 leaf_weight=19.623757685418241 11.901455168990649 96.485973330403795 46.814915953684249 leaf_count=238 221 1774 633 internal_value=0 -0.00382977 0.00400884 internal_weight=0 108.387 66.4387 internal_count=2866 1995 871 is_linear=0 shrinkage=0.0224292 Tree=5267 num_leaves=4 num_cat=0 split_feature=52 157 448 split_gain=4.86121 4.02785 3.96161 threshold=0.28251000000000009 0.064100000000000004 -0.082054999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021267473374887269 -0.028791748289914591 0.0092663380596913047 0.00050542434415690575 leaf_weight=4.2960673146881154 5.3235398404940488 1.8847150195506399 163.2496643041668 leaf_count=50 223 38 2555 internal_value=0 -0.0188427 -5.52174e-05 internal_weight=0 7.20825 167.546 internal_count=2866 261 2605 is_linear=0 shrinkage=0.0224292 Tree=5268 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=5.75198 4.74128 threshold=-0.40775499999999992 0.17491000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027999972966900689 0.00041602287464477197 0.021008645481825849 leaf_weight=3.4657300548569756 168.87123260021326 5.7994525096728458 leaf_count=97 2733 32 internal_value=0 0.00110196 internal_weight=0 174.671 internal_count=2862 2765 is_linear=0 shrinkage=0.0224292 Tree=5269 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=5.7503 4.60399 threshold=-0.40775499999999992 0.17491000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005474497935685018 8.5615207208031955e-06 0.00040735986963227211 leaf_weight=3.4832451293186741 170.8674925325322 5.7696998016908756 leaf_count=97 2733 32 internal_value=0 2.16305e-05 internal_weight=0 176.637 internal_count=2862 2765 is_linear=0 shrinkage=0.000439788 Tree=5270 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=5.59633 4.57739 threshold=-0.40775499999999992 0.17491000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027885052695700453 0.00040708687754352144 0.020736451617093095 leaf_weight=3.4028865400177883 168.91158335599175 5.7428478179499498 leaf_count=97 2733 32 internal_value=0 0.00107773 internal_weight=0 174.654 internal_count=2862 2765 is_linear=0 shrinkage=0.0224292 Tree=5271 num_leaves=3 num_cat=0 split_feature=51 3 split_gain=5.44531 4.27284 threshold=-0.40775499999999992 -0.10315499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027773561556898144 0.0077042630247131086 -0.0007969126985016338 leaf_weight=3.3406945255701421 38.001924606913235 136.59901768998679 leaf_count=97 380 2385 internal_value=0 0.00105401 internal_weight=0 174.601 internal_count=2862 2765 is_linear=0 shrinkage=0.0224292 Tree=5272 num_leaves=4 num_cat=0 split_feature=0 157 0 split_gain=7.22732 10.9603 7.90665 threshold=-0.11367499999999998 -0.066269999999999982 -0.077944999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047964245064645859 -0.00020905182481661781 1.221089185145981e-05 2.5048762557691137e-05 leaf_weight=12.021148552303201 52.275121325350483 49.970389958762098 59.822723440913251 leaf_count=48 1390 417 983 internal_value=0 0.000102973 -8.41375e-05 internal_weight=0 61.9915 112.098 internal_count=2838 465 2373 is_linear=0 shrinkage=0.000439788 Tree=5273 num_leaves=4 num_cat=0 split_feature=0 157 0 split_gain=7.17558 10.7782 8.0271 threshold=-0.11367499999999998 -0.066269999999999982 -0.077944999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00047570576808342714 -0.0002090655118054971 1.2660882623694783e-05 2.5872765455663188e-05 leaf_weight=12.037049281760117 52.658402614899387 50.241025211114902 60.348184120084625 leaf_count=48 1390 417 983 internal_value=0 0.000102276 -8.36197e-05 internal_weight=0 62.2781 113.007 internal_count=2838 465 2373 is_linear=0 shrinkage=0.000439788 Tree=5274 num_leaves=4 num_cat=0 split_feature=0 157 0 split_gain=6.96005 11.0372 7.7414 threshold=-0.11367499999999998 -0.066269999999999982 -0.077944999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024530071629363007 -0.010544428750193097 0.00053650340310365909 0.0013423136816952859 leaf_weight=11.956906903069465 51.636238175640756 49.554093856189866 59.08714261915884 leaf_count=48 1390 417 983 internal_value=0 0.00520669 -0.00420197 internal_weight=0 61.511 110.723 internal_count=2838 465 2373 is_linear=0 shrinkage=0.0224292 Tree=5275 num_leaves=4 num_cat=0 split_feature=403 123 403 split_gain=6.0825 4.62957 0.301352 threshold=0.09389500000000002 1.0000000180025095e-35 0.10496000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012039670430137078 -0.031912454555644898 0.011986230070735104 -0.020106675122822999 leaf_weight=151.49134745421907 1.5937516875856079 14.664735066180581 4.1502078937191982 leaf_count=2369 46 244 179 internal_value=0 -3.85728e-05 -0.0234772 internal_weight=0 166.156 5.74396 internal_count=2838 2613 225 is_linear=0 shrinkage=0.0224292 Tree=5276 num_leaves=4 num_cat=0 split_feature=4 11 48 split_gain=4.81587 7.27703 4.38749 threshold=0.27150500000000005 0.08184000000000001 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0734022803984378e-05 0.00028879875437721027 -0.00054908090028379442 -0.00015448811723120141 leaf_weight=151.27449409648398 18.231871294730812 4.9984560784068881 5.6436221655458203 leaf_count=2406 300 128 40 internal_value=0 -2.80182e-05 0.000183976 internal_weight=0 156.273 23.8755 internal_count=2874 2534 340 is_linear=0 shrinkage=0.000439788 Tree=5277 num_leaves=4 num_cat=0 split_feature=457 1 3 split_gain=4.63429 6.34901 3.69689 threshold=0.079020000000000021 0.12856000000000004 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0051279058718351e-05 2.050461844018249e-05 0.00027174884250643716 0.00032787493555836464 leaf_weight=136.6874100021596 17.369446389202498 12.126346018281764 13.397204931126906 leaf_count=2414 174 213 73 internal_value=0 -3.29826e-05 0.000154468 internal_weight=0 148.814 30.7667 internal_count=2874 2627 247 is_linear=0 shrinkage=0.000439788 Tree=5278 num_leaves=4 num_cat=0 split_feature=1 403 42 split_gain=4.62464 6.57285 6.29023 threshold=0.077020000000000019 0.03138500000000001 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.5313662940534166e-05 2.6757902815586116e-05 0.00049148896649029458 -0.0004079438804480829 leaf_weight=55.376218810248247 107.51498105251812 6.2082769189146338 10.39077831758186 leaf_count=1175 1294 107 298 internal_value=0 5.22063e-05 -9.42882e-05 internal_weight=0 113.723 65.767 internal_count=2874 1401 1473 is_linear=0 shrinkage=0.000439788 Tree=5279 num_leaves=4 num_cat=0 split_feature=457 1 3 split_gain=4.5467 6.00196 3.60851 threshold=0.079020000000000021 0.12856000000000004 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030174475566169005 0.0010534703252643076 0.013635505915838383 0.01661032648293409 leaf_weight=134.82498413630674 17.186803117045205 11.825224298110696 13.294352551456539 leaf_count=2414 174 213 73 internal_value=0 -0.00167303 0.00784474 internal_weight=0 146.65 30.4812 internal_count=2874 2627 247 is_linear=0 shrinkage=0.0224292 Tree=5280 num_leaves=4 num_cat=0 split_feature=150 151 15 split_gain=5.99115 8.40434 6.3436 threshold=0.082085000000000019 0.087785000000000016 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011703773531410752 0.00047143170065642472 0.0004173917812452513 1.7729148205678374e-05 leaf_weight=129.14308050406544 7.2606052739429279 5.9351686825975767 32.900032696838025 leaf_count=2440 44 36 329 internal_value=0 -9.34999e-05 9.99387e-05 internal_weight=0 135.078 40.1606 internal_count=2849 2476 373 is_linear=0 shrinkage=0.000439788 Tree=5281 num_leaves=4 num_cat=0 split_feature=150 151 15 split_gain=5.92808 8.29929 6.11823 threshold=0.082085000000000019 0.087785000000000016 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9372146511670645e-05 0.00048634931500659152 0.00043995349314041737 4.5227564782502944e-05 leaf_weight=128.13137627272954 7.4232740049483246 5.9783879537135354 33.280288829351775 leaf_count=2440 44 36 329 internal_value=0 -6.57164e-05 0.000125867 internal_weight=0 134.11 40.7036 internal_count=2849 2476 373 is_linear=0 shrinkage=0.000439788 Tree=5282 num_leaves=4 num_cat=0 split_feature=150 151 15 split_gain=6.09467 8.45959 6.1355 threshold=0.082085000000000019 0.087785000000000016 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9030226812462725e-05 0.00048988647261448436 0.00044560672050796495 4.8281468646605668e-05 leaf_weight=128.3582421323008 7.425256503513082 5.9726293804123989 33.357496340293437 leaf_count=2440 44 36 329 internal_value=0 -6.51992e-05 0.000128875 internal_weight=0 134.331 40.7828 internal_count=2849 2476 373 is_linear=0 shrinkage=0.000439788 Tree=5283 num_leaves=4 num_cat=0 split_feature=150 151 15 split_gain=6.07405 8.25306 6.12583 threshold=0.082085000000000019 0.087785000000000016 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9174641701599393e-05 0.00048887614937369512 0.0004388585674684522 4.7594934884626398e-05 leaf_weight=128.30751666185097 7.4249920612783162 5.9736299160867921 33.342259647266474 leaf_count=2440 44 36 329 internal_value=0 -6.56255e-05 0.000128157 internal_weight=0 134.281 40.7673 internal_count=2849 2476 373 is_linear=0 shrinkage=0.000439788 Tree=5284 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=4.63818 11.5268 9.00332 threshold=0.077020000000000019 -0.08255499999999999 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014835059994974556 -0.00037691227209179574 -0.00024924933943156087 8.0577455429023417e-05 leaf_weight=21.837827403709525 9.0537994378246349 39.744070222150185 100.27905633996124 leaf_count=360 161 1124 1209 internal_value=0 -0.000108252 4.26338e-05 internal_weight=0 61.5819 109.333 internal_count=2854 1484 1370 is_linear=0 shrinkage=0.000439788 Tree=5285 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=4.92192 8.02188 7.22778 threshold=0.27150500000000005 -0.081029999999999977 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033371819997312019 0.00030018217041478831 -6.7662042792677066e-05 -0.00031119591427942653 leaf_weight=10.321958008455111 18.572808490251195 140.19240313539922 4.6652442980557671 leaf_count=79 308 2437 30 internal_value=0 -4.00974e-05 0.000177288 internal_weight=0 150.514 23.2381 internal_count=2854 2516 338 is_linear=0 shrinkage=0.000439788 Tree=5286 num_leaves=4 num_cat=0 split_feature=4 454 48 split_gain=4.94925 7.58338 7.32291 threshold=0.27150500000000005 1.0000000180025095e-35 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2022415892112019e-05 0.00030039367230537254 0.00041392592111629385 -0.0003163302771302701 leaf_weight=142.57812677661423 18.652310947829395 6.7639105701819053 4.6349006453528991 leaf_count=2484 308 32 30 internal_value=0 -4.04159e-05 0.000177487 internal_weight=0 149.342 23.2872 internal_count=2854 2516 338 is_linear=0 shrinkage=0.000439788 Tree=5287 num_leaves=4 num_cat=0 split_feature=484 15 150 split_gain=4.33358 4.94532 4.54 threshold=-0.0048899999999999994 -0.24219999999999997 0.097030000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022006492756772491 0.016897178764074868 -0.00059807680737919671 0.013844125098979728 leaf_weight=8.381218990616615 8.5758938303915766 149.5672658243202 2.2396634295582762 leaf_count=424 207 2207 16 internal_value=0 0.000352593 -0.0144353 internal_weight=0 158.143 10.6209 internal_count=2854 2414 440 is_linear=0 shrinkage=0.0224292 Tree=5288 num_leaves=4 num_cat=0 split_feature=52 39 155 split_gain=4.44067 4.11208 0.486439 threshold=-0.4290699999999999 -0.042029999999999991 0.13828500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024396364089354569 -0.018884012902931728 0.0015420101368669344 -0.0088928841051539326 leaf_weight=3.7335139515489564 5.0931060075527048 164.59397235669894 1.4392176701221613 leaf_count=208 53 2523 44 internal_value=0 0.000926874 -0.0201314 internal_weight=0 169.687 5.17273 internal_count=2828 2576 252 is_linear=0 shrinkage=0.0224292 Tree=5289 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.66989 9.70265 7.90333 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.089810000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2478602151931799e-06 3.1807125888455305e-06 -0.00040558201458634649 0.0003513482016054722 leaf_weight=93.564647720573703 54.886401556635974 12.739662850537568 16.35259405389661 leaf_count=1852 688 164 124 internal_value=0 -4.58109e-05 8.31737e-05 internal_weight=0 106.304 71.239 internal_count=2828 2016 812 is_linear=0 shrinkage=0.000439788 Tree=5290 num_leaves=4 num_cat=0 split_feature=52 3 0 split_gain=4.31354 4.01668 0.468495 threshold=-0.4290699999999999 -0.11327499999999999 -0.073674999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0090520449141445296 0.0085337103327957353 -0.00065424916944897241 -0.024291064657430226 leaf_weight=1.4483048365509601 28.813899508793838 140.93034094478935 3.6437272187904446 leaf_count=99 263 2313 153 internal_value=0 0.000906181 -0.0200067 internal_weight=0 169.744 5.09203 internal_count=2828 2576 252 is_linear=0 shrinkage=0.0224292 Tree=5291 num_leaves=4 num_cat=0 split_feature=52 3 155 split_gain=4.35142 4.47075 0.508661 threshold=-0.4290699999999999 -0.13058499999999998 0.13828500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047643744876611402 0.00019258356402722919 -1.1900403732361549e-05 -0.00016685358795811284 leaf_weight=3.7551032612682311 23.957577098277397 150.38938360240718 1.4488393684150649 leaf_count=208 222 2354 44 internal_value=0 1.62164e-05 -0.000391171 internal_weight=0 174.347 5.20394 internal_count=2828 2576 252 is_linear=0 shrinkage=0.000439788 Tree=5292 num_leaves=4 num_cat=0 split_feature=0 157 3 split_gain=6.89104 10.3758 8.85121 threshold=-0.11367499999999998 -0.078914999999999985 0.14813000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027612688812797128 -0.0040880714499903475 0.0029720828064973208 0.020261588881168361 leaf_weight=10.336537748808039 100.36861981437687 50.658849995059427 8.0984495924203639 leaf_count=37 2311 434 72 internal_value=0 0.00715512 -0.00226681 internal_weight=0 60.9954 108.467 internal_count=2854 471 2383 is_linear=0 shrinkage=0.0224292 Tree=5293 num_leaves=4 num_cat=0 split_feature=0 157 3 split_gain=6.76177 9.8901 8.98967 threshold=-0.11367499999999998 -0.078914999999999985 0.14813000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053160494149808151 -7.8696615290967773e-05 5.958256221377731e-05 0.00039966110463754277 leaf_weight=10.296522130607626 102.29192013315333 51.227960671007168 8.1891546464757976 leaf_count=37 2311 434 72 internal_value=0 0.000138719 -4.31765e-05 internal_weight=0 61.5245 110.481 internal_count=2854 471 2383 is_linear=0 shrinkage=0.000439788 Tree=5294 num_leaves=4 num_cat=0 split_feature=0 157 3 split_gain=7.22307 9.85024 8.94023 threshold=-0.11367499999999998 -0.078914999999999985 0.14813000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053318877073910923 -7.979010869362007e-05 6.3783773884606187e-05 0.00039794212051599918 leaf_weight=10.365342798293566 103.45021757530048 51.706705214106478 8.1561916929203999 leaf_count=37 2311 434 72 internal_value=0 0.000142309 -4.48154e-05 internal_weight=0 62.072 111.606 internal_count=2854 471 2383 is_linear=0 shrinkage=0.000439788 Tree=5295 num_leaves=4 num_cat=0 split_feature=0 157 3 split_gain=6.60388 10.0301 8.53538 threshold=-0.11367499999999998 -0.078914999999999985 0.14813000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027237051156083134 -0.0039980893126975777 0.0029142678680782208 0.020029484149896516 leaf_weight=10.238588065374641 100.37746321672603 50.651994821208064 8.0137362470268254 leaf_count=37 2311 434 72 internal_value=0 0.00701133 -0.00221843 internal_weight=0 60.8906 108.391 internal_count=2854 471 2383 is_linear=0 shrinkage=0.0224292 Tree=5296 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=6.92447 9.01309 3.80891 threshold=0.10413000000000001 0.092395000000000019 0.095185000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019094293929926506 0.0029500457280059035 -0.022519819913437312 0.018645582656531778 leaf_weight=104.92442933888378 41.418016235460527 11.864463221194454 9.5605841954238695 leaf_count=1769 487 430 135 internal_value=0 -0.00400656 0.00589948 internal_weight=0 116.789 50.9786 internal_count=2821 2199 622 is_linear=0 shrinkage=0.0224292 Tree=5297 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=7.03602 8.77075 3.65357 threshold=0.10413000000000001 0.092395000000000019 0.095185000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6950517791294681e-05 6.1308212897612249e-05 -0.00043498727723633238 0.0003610972352255026 leaf_weight=106.08213972866361 42.078662264510058 11.890847603353903 9.6539070345461351 leaf_count=1769 487 430 135 internal_value=0 -7.71337e-05 0.000117365 internal_weight=0 117.973 51.7326 internal_count=2821 2199 622 is_linear=0 shrinkage=0.000439788 Tree=5298 num_leaves=4 num_cat=0 split_feature=1 42 42 split_gain=6.63294 8.74452 3.6794 threshold=0.10413000000000001 0.092395000000000019 0.095185000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018666280601290549 0.002890366240271751 -0.02227650857382012 0.018364285869805153 leaf_weight=104.91801936319825 41.387485356128309 11.723922434292033 9.4899293925845978 leaf_count=1769 487 430 135 internal_value=0 -0.00392138 0.00578245 internal_weight=0 116.642 50.8774 internal_count=2821 2199 622 is_linear=0 shrinkage=0.0224292 Tree=5299 num_leaves=4 num_cat=0 split_feature=1 42 43 split_gain=7.32196 8.4713 3.61973 threshold=0.10413000000000001 0.092395000000000019 -0.23849999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.8929498742673509e-05 -0.00026429537843497206 -0.0004301026395002335 0.00015490381675676811 leaf_weight=106.24751430119795 4.3310264963656655 11.889487784646915 47.543245027307421 leaf_count=1769 29 430 593 internal_value=0 -7.83609e-05 0.00011982 internal_weight=0 118.137 51.8743 internal_count=2821 2199 622 is_linear=0 shrinkage=0.000439788 Tree=5300 num_leaves=3 num_cat=0 split_feature=1348 1456 split_gain=4.63512 4.78332 threshold=0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045173993613955703 0.00037198404061558707 1.4306365952767157e-05 leaf_weight=4.3525207292404948 6.8053665116312905 166.07864543817414 leaf_count=270 60 2511 internal_value=0 2.35507e-06 internal_weight=0 170.431 internal_count=2841 2781 is_linear=0 shrinkage=0.000439788 Tree=5301 num_leaves=4 num_cat=0 split_feature=1 47 15 split_gain=4.73668 6.67131 6.48708 threshold=0.10100500000000003 0.089100000000000013 -0.095724999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027580273429688281 0.00022473249572851835 -8.7499182547984552e-05 9.8460623336911316e-06 leaf_weight=18.124763856059872 38.947846797469538 20.030985227553174 100.82861800379033 leaf_count=283 532 185 1841 internal_value=0 0.000118695 -3.37151e-05 internal_weight=0 58.9788 118.953 internal_count=2841 717 2124 is_linear=0 shrinkage=0.000439788 Tree=5302 num_leaves=4 num_cat=0 split_feature=15 0 0 split_gain=4.07278 10.1471 7.37189 threshold=-0.095724999999999991 -0.19894999999999999 -0.112855 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02822926500664533 0.011353255964120477 0.00011917988934225126 -0.00046160842603968098 leaf_weight=7.8313665341120204 36.598901795572601 33.277483633020893 96.789797321725928 leaf_count=65 243 518 2015 internal_value=0 -0.00529189 0.00278129 internal_weight=0 41.1089 133.389 internal_count=2841 583 2258 is_linear=0 shrinkage=0.0224292 Tree=5303 num_leaves=3 num_cat=0 split_feature=1348 1456 split_gain=4.50107 4.67504 threshold=0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02307901950430525 0.018891928449146656 0.00074386880306060994 leaf_weight=4.2327530112452214 6.677530873566865 163.42752001647023 leaf_count=270 60 2511 internal_value=0 0.000139877 internal_weight=0 167.66 internal_count=2841 2781 is_linear=0 shrinkage=0.0224292 Tree=5304 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=4.67747 8.69549 6.61247 threshold=0.077020000000000019 0.083995000000000014 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019668034652782225 0.0001060859263165489 0.00014378518476676773 -0.00024902371941453913 leaf_weight=41.272553898270417 104.01790636015357 22.352022626131657 11.219423245638607 leaf_count=832 1086 639 293 internal_value=0 -7.70638e-05 7.14772e-05 internal_weight=0 63.6246 115.237 internal_count=2850 1471 1379 is_linear=0 shrinkage=0.000439788 Tree=5305 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=4.48034 8.55906 6.67508 threshold=0.077020000000000019 0.083995000000000014 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019265154967664994 0.00010605414551049487 0.00014481461165040993 -0.0002505229711292549 leaf_weight=41.267705401282001 104.40785808779765 22.418376879082643 11.229521809436845 leaf_count=832 1086 639 293 internal_value=0 -7.3851e-05 7.13914e-05 internal_weight=0 63.6861 115.637 internal_count=2850 1471 1379 is_linear=0 shrinkage=0.000439788 Tree=5306 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=3.99073 9.0948 6.51957 threshold=0.077020000000000019 0.083995000000000014 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0098500414283030861 0.005242587682865822 0.0080417850622040432 -0.01296103798230443 leaf_weight=40.656960915628588 102.55266957037384 22.018009652834735 10.936470374494091 leaf_count=832 1086 639 293 internal_value=0 -0.00356402 0.0034865 internal_weight=0 62.675 113.489 internal_count=2850 1471 1379 is_linear=0 shrinkage=0.0224292 Tree=5307 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=4.39191 7.96883 6.75311 threshold=0.077020000000000019 0.083995000000000014 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018910874609712408 0.00010498904527866329 0.0001356359251721386 -0.00025330059466995231 leaf_weight=41.148442443307431 104.04120269615669 22.642589180803043 11.259203775261993 leaf_count=832 1086 639 293 internal_value=0 -7.38347e-05 6.99655e-05 internal_weight=0 63.791 115.3 internal_count=2850 1471 1379 is_linear=0 shrinkage=0.000439788 Tree=5308 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=3.99617 3.84874 0.295838 threshold=0.50666500000000003 0.081005000000000008 0.11769500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1445855687670348e-05 0.00025265314586498294 -0.00026309880739192168 0.00046832316610302666 leaf_weight=162.44366118679318 2.1593783660791805 10.496097671624737 3.1424240639898926 leaf_count=2589 29 157 127 internal_value=0 -5.24407e-06 0.000381704 internal_weight=0 172.94 5.3018 internal_count=2902 2746 156 is_linear=0 shrinkage=0.000439788 Tree=5309 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=3.79008 3.99724 0.339331 threshold=0.50666500000000003 0.081005000000000008 0.11680000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005584725132242737 0.011718073287689439 -0.013882778590482219 0.023828241672237151 leaf_weight=160.11131079967163 1.9411657648161043 10.240984469448447 3.1574519717250951 leaf_count=2589 26 157 130 internal_value=0 -0.000311143 0.0192785 internal_weight=0 170.352 5.09862 internal_count=2902 2746 156 is_linear=0 shrinkage=0.0224292 Tree=5310 num_leaves=4 num_cat=0 split_feature=4 11 1 split_gain=3.68701 3.82501 0.340399 threshold=0.50666500000000003 0.081005000000000008 0.11680000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00054593082211629087 0.011582148880915327 -0.013588983715518954 0.023797094428594408 leaf_weight=160.11625837003521 1.9203573309350748 10.228291680221444 3.0914414529688656 leaf_count=2589 26 157 130 internal_value=0 -0.000304224 0.0191784 internal_weight=0 170.345 5.0118 internal_count=2902 2746 156 is_linear=0 shrinkage=0.0224292 Tree=5311 num_leaves=3 num_cat=0 split_feature=454 151 split_gain=3.61646 4.2374 threshold=-1.0000000180025095e-35 -0.086929999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020159086018379919 0.0099856560914861232 -0.00059280582021977184 leaf_weight=4.2428818847984067 21.818183002411388 149.20337655180629 leaf_count=65 221 2616 internal_value=0 0.000757712 internal_weight=0 171.022 internal_count=2902 2837 is_linear=0 shrinkage=0.0224292 Tree=5312 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.39143 5.38017 3.83353 threshold=0.18829500000000002 0.14564000000000002 0.12526000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6513023381199862e-05 -0.00048783111175172754 0.00042161476303050012 0.0001432627116130633 leaf_weight=164.73573049799597 6.6712141080934071 6.5758132440969339 2.5692830076441169 leaf_count=2540 311 36 14 internal_value=0 3.21081e-05 -0.000312424 internal_weight=0 171.312 9.2405 internal_count=2901 2576 325 is_linear=0 shrinkage=0.000439788 Tree=5313 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.20067 5.28241 3.87763 threshold=0.18829500000000002 0.14564000000000002 0.12526000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8116954057571383e-05 -0.00048486581685337369 0.0004176615133265243 0.0001500602862573773 leaf_weight=165.02465842945094 6.581711839331545 6.6393887564772731 2.5800367128103971 leaf_count=2540 311 36 14 internal_value=0 3.36147e-05 -0.000306124 internal_weight=0 171.664 9.16175 internal_count=2901 2576 325 is_linear=0 shrinkage=0.000439788 Tree=5314 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.30789 5.45102 3.76505 threshold=0.18829500000000002 0.14564000000000002 0.12526000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6979979736319662e-05 -0.0004872816951562371 0.00042374295798764067 0.00014118458752956846 leaf_weight=163.7059651339805 6.5601922654022911 6.6111818085191763 2.551484520547092 leaf_count=2540 311 36 14 internal_value=0 3.2815e-05 -0.000311369 internal_weight=0 170.317 9.11168 internal_count=2901 2576 325 is_linear=0 shrinkage=0.000439788 Tree=5315 num_leaves=4 num_cat=0 split_feature=52 52 3 split_gain=5.26077 5.45469 3.7243 threshold=0.18829500000000002 0.14564000000000002 0.12526000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086421211078150371 -0.024914087782148993 0.021698340316412289 0.0071147173835597859 leaf_weight=161.28797895954631 6.4661900956270966 6.5608076349599278 2.5323732383549213 leaf_count=2540 311 36 14 internal_value=0 0.00168094 -0.0159046 internal_weight=0 167.849 8.99856 internal_count=2901 2576 325 is_linear=0 shrinkage=0.0224292 Tree=5316 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=3.81474 3.73017 threshold=0.078275000000000025 -0.07692499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0093785162535399442 -0.019952183673809468 -0.00078981378856702342 leaf_weight=20.627533792809118 4.7240128029370672 150.02563475645729 leaf_count=330 88 2456 internal_value=0 0.000440185 internal_weight=0 170.653 internal_count=2874 2786 is_linear=0 shrinkage=0.0224292 Tree=5317 num_leaves=3 num_cat=0 split_feature=14 45 split_gain=3.70506 3.75272 threshold=0.078275000000000025 0.08179500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9138442716244217e-05 -0.00038412789794561256 -0.00038009558314412999 leaf_weight=168.32163071822288 4.7618581112183156 4.6613752336706957 leaf_count=2735 88 51 internal_value=0 8.33952e-06 internal_weight=0 172.983 internal_count=2874 2786 is_linear=0 shrinkage=0.000439788 Tree=5318 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=3.60302 4.66837 threshold=0.08179500000000002 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.0534139165267995e-06 -0.00038361514408733735 0.00045649256513169114 leaf_weight=168.82982806821383 4.6581284101121119 4.3480476028053081 leaf_count=2723 51 100 internal_value=0 7.55874e-06 internal_weight=0 173.178 internal_count=2874 2823 is_linear=0 shrinkage=0.000439788 Tree=5319 num_leaves=3 num_cat=0 split_feature=14 45 split_gain=3.83113 3.76965 threshold=0.078275000000000025 0.08179500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9210600537054774e-05 -0.00038891243349775402 -0.00038148157653955571 leaf_weight=168.20806801669096 4.8061166440893421 4.6480631870217612 leaf_count=2735 88 51 internal_value=0 8.39514e-06 internal_weight=0 172.856 internal_count=2874 2786 is_linear=0 shrinkage=0.000439788 Tree=5320 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=6.53863 11.3905 7.42664 threshold=1.0000000180025095e-35 -0.28430999999999995 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035579760029354624 -0.00035783371542757601 -0.00024624149861297173 4.1413248134028432e-05 leaf_weight=6.8764852042659177 9.8588597229681891 51.380615697366011 102.71590920508606 leaf_count=151 162 1295 1244 internal_value=0 -0.000175085 6.39401e-06 internal_weight=0 58.2571 112.575 internal_count=2852 1446 1406 is_linear=0 shrinkage=0.000439788 Tree=5321 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=6.23598 11.325 7.35995 threshold=1.0000000180025095e-35 -0.28430999999999995 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035592896585589883 -0.00035435449343948537 -0.00024307101890775853 3.980713424008083e-05 leaf_weight=6.9058023452816988 10.041975898202507 51.641828277461173 102.57118395963334 leaf_count=151 162 1295 1244 internal_value=0 -0.000172325 4.60472e-06 internal_weight=0 58.5476 112.613 internal_count=2852 1446 1406 is_linear=0 shrinkage=0.000439788 Tree=5322 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=7.01975 10.6958 7.27406 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=-0.0003918659942564501 -0.00035174961073039491 -1.149663200633064e-05 4.5626175274469411e-05 leaf_weight=25.392963584163226 9.7477450754959118 32.697107722662622 101.50307271443307 leaf_count=729 162 717 1244 internal_value=0 -0.000177842 1.07539e-05 internal_weight=0 58.0901 111.251 internal_count=2852 1446 1406 is_linear=0 shrinkage=0.000439788 Tree=5323 num_leaves=4 num_cat=0 split_feature=1 52 4 split_gain=5.9262 11.5586 7.26481 threshold=1.0000000180025095e-35 -0.28430999999999995 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018714110198187833 -0.018360870661048034 -0.012415329468730002 0.0019963922682698114 leaf_weight=6.7954591317975419 9.6523618171922845 50.320850876523764 100.02139670570614 leaf_count=151 162 1295 1244 internal_value=0 -0.00870666 0.00020187 internal_weight=0 57.1163 109.674 internal_count=2852 1446 1406 is_linear=0 shrinkage=0.0224292 Tree=5324 num_leaves=3 num_cat=0 split_feature=14 1374 split_gain=4.07729 5.58624 threshold=0.073890000000000011 -0.095439999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021949755602398875 -0.01861335980735199 0.0010217353852986309 leaf_weight=5.4801029325462869 5.9122863361262707 168.7026510538999 leaf_count=45 104 2736 internal_value=0 0.000296685 internal_weight=0 174.183 internal_count=2885 2781 is_linear=0 shrinkage=0.0224292 Tree=5325 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=4.39661 5.79707 threshold=-0.51323999999999992 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018813415722647012 -0.020817879157540319 -0.00011791004957496219 leaf_weight=5.8272318388335398 7.0758743281476191 167.16458876548131 leaf_count=41 121 2723 internal_value=0 -0.000960721 internal_weight=0 174.24 internal_count=2885 2844 is_linear=0 shrinkage=0.0224292 Tree=5326 num_leaves=4 num_cat=0 split_feature=1 131 48 split_gain=4.39465 7.7829 5.34149 threshold=0.10100500000000003 0.086210000000000023 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5327181483678671e-05 0.00015117979698177361 -0.00047910332572757023 -0.00017730212386360688 leaf_weight=113.34764733150951 50.591747157392092 7.7956101063755332 11.791802497580646 leaf_count=1839 649 309 88 internal_value=0 -5.45987e-05 8.90546e-05 internal_weight=0 121.143 62.3835 internal_count=2885 2148 737 is_linear=0 shrinkage=0.000439788 Tree=5327 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=4.20794 5.56663 threshold=-0.51323999999999992 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018416533667851946 -0.020445397533394444 -0.00011513498184479396 leaf_weight=5.8208313656505188 7.0424173437058917 167.22211832724861 leaf_count=41 121 2723 internal_value=0 -0.000938876 internal_weight=0 174.265 internal_count=2885 2844 is_linear=0 shrinkage=0.0224292 Tree=5328 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=5.13939 6.99018 threshold=0.51014500000000018 0.090240000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.7810302082658154e-05 0.00046376094299582289 -0.00054498459314393532 leaf_weight=165.83197833754821 4.802561786142177 4.3621723721735171 leaf_count=2672 137 52 internal_value=0 3.32604e-06 internal_weight=0 170.194 internal_count=2861 2724 is_linear=0 shrinkage=0.000439788 Tree=5329 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=5.02618 6.9092 threshold=0.51014500000000018 0.090240000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00096029234903048676 0.023683501940053753 -0.027846160077573626 leaf_weight=163.53201651546988 4.7040449962369157 4.2796768094412974 leaf_count=2672 137 52 internal_value=0 0.000222562 internal_weight=0 167.812 internal_count=2861 2724 is_linear=0 shrinkage=0.0224292 Tree=5330 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=4.91395 6.09966 threshold=0.51014500000000018 0.088035000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00095158684074358318 0.023654885380623651 -0.02468966360482177 leaf_weight=162.99161067581008 4.6052361673209807 4.7856629444286218 leaf_count=2662 137 62 internal_value=0 0.000217472 internal_weight=0 167.777 internal_count=2861 2724 is_linear=0 shrinkage=0.0224292 Tree=5331 num_leaves=3 num_cat=0 split_feature=4 151 split_gain=5.0442 5.80528 threshold=0.51014500000000018 -0.024429999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00015224391637511637 0.00046392625219551705 -4.1269682721259762e-05 leaf_weight=38.844612654589582 4.6993879419751456 131.2089559890519 leaf_count=466 137 2258 internal_value=0 2.94593e-06 internal_weight=0 170.054 internal_count=2861 2724 is_linear=0 shrinkage=0.000439788 Tree=5332 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=7.5471 6.34336 4.54113 threshold=0.091735000000000025 1.0000000180025095e-35 -0.090419999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.2426235371983919e-05 4.7478042965010491e-05 9.3225842994690508e-05 -0.00041048967062151215 leaf_weight=52.869715636508772 6.2235752733831786 108.85867577733006 12.76012222302961 leaf_count=1203 75 1201 381 internal_value=0 3.25316e-05 -0.000260454 internal_weight=0 161.728 18.9837 internal_count=2860 2404 456 is_linear=0 shrinkage=0.000439788 Tree=5333 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=7.68433 6.78079 4.55326 threshold=0.091735000000000025 1.0000000180025095e-35 -0.090419999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7159735614097342e-05 4.4171718529037973e-05 9.5275210586003562e-05 -0.00041376942810106141 leaf_weight=52.590774738273467 6.2523205499164787 108.3523176650051 12.749538002070038 leaf_count=1203 75 1201 381 internal_value=0 3.23899e-05 -0.000263197 internal_weight=0 160.943 19.0019 internal_count=2860 2404 456 is_linear=0 shrinkage=0.000439788 Tree=5334 num_leaves=4 num_cat=0 split_feature=15 1 43 split_gain=7.45197 6.46797 4.34739 threshold=0.091735000000000025 1.0000000180025095e-35 -0.090419999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012034545258554014 1.8081510792156414e-05 6.6616943170127381e-05 -0.00042902301097916972 leaf_weight=53.678601539300871 6.2004145241808173 107.28914774669101 13.049776794621719 leaf_count=1203 75 1201 381 internal_value=0 4.26292e-06 -0.000285137 internal_weight=0 160.968 19.2502 internal_count=2860 2404 456 is_linear=0 shrinkage=0.000439788 Tree=5335 num_leaves=4 num_cat=0 split_feature=15 52 43 split_gain=7.57764 6.14194 4.53338 threshold=0.091735000000000025 -0.092109999999999984 -0.090419999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0077780775191786987 0.0023057724181418326 0.0036888021940854085 -0.02116962625561827 leaf_weight=28.653222997920238 6.1590716166247175 130.22157936226722 12.572490820020901 leaf_count=500 75 1904 381 internal_value=0 0.00162005 -0.0134563 internal_weight=0 158.875 18.7316 internal_count=2860 2404 456 is_linear=0 shrinkage=0.0224292 Tree=5336 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=5.41233 4.21335 threshold=-0.40941499999999992 -0.099594999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025014764279914874 0.018854803856507965 0.00036593728347163645 leaf_weight=4.0817907649907275 6.4224597010761491 165.80700825051463 leaf_count=60 38 2793 internal_value=0 0.0010574 internal_weight=0 172.229 internal_count=2891 2831 is_linear=0 shrinkage=0.0224292 Tree=5337 num_leaves=3 num_cat=0 split_feature=151 128 split_gain=5.21691 4.19583 threshold=-0.40941499999999992 0.086435000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02467200853439749 0.0016417480168630749 -0.019125706600567834 leaf_weight=4.0463427944632704 167.17700257756223 5.0227101401978862 leaf_count=60 2638 193 internal_value=0 0.00103395 internal_weight=0 172.2 internal_count=2891 2831 is_linear=0 shrinkage=0.0224292 Tree=5338 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=5.02786 4.16702 threshold=-0.40941499999999992 -0.083659999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024330576080616513 -0.0075409021580914127 0.0024344822041108367 leaf_weight=4.0117574595496981 24.554772260598838 147.59455518717732 leaf_count=60 200 2631 internal_value=0 0.00101095 internal_weight=0 172.149 internal_count=2891 2831 is_linear=0 shrinkage=0.0224292 Tree=5339 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.84494 4.035 threshold=-0.40941499999999992 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023990478655541707 -0.00027028729275288142 0.01035546017776018 leaf_weight=3.9780283820000468 151.80545045429608 20.374507151718717 leaf_count=60 2514 317 internal_value=0 0.000988094 internal_weight=0 172.18 internal_count=2891 2831 is_linear=0 shrinkage=0.0224292 Tree=5340 num_leaves=4 num_cat=0 split_feature=1211 11 15 split_gain=3.58294 3.34206 0.23099 threshold=0.079615000000000019 0.08776500000000001 0.081125000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014574254579483577 -0.012506521069680731 -0.012908603921955811 -0.023417315843674492 leaf_weight=162.74607516348624 1.6015968814026553 8.5566419203241804 2.8627063633175567 leaf_count=2558 35 114 136 internal_value=0 0.000738478 -0.0195729 internal_weight=0 171.303 4.4643 internal_count=2843 2672 171 is_linear=0 shrinkage=0.0224292 Tree=5341 num_leaves=4 num_cat=0 split_feature=1211 11 4 split_gain=3.47596 3.19261 0.240279 threshold=0.079615000000000019 0.08776500000000001 -0.074729999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014247059079149184 -0.023704960147742819 -0.012612838725318008 -0.012721995982021917 leaf_weight=162.74997362915019 2.6566992702428252 8.5612675463489705 1.7406622741837043 leaf_count=2558 120 114 51 internal_value=0 0.000721853 -0.0194312 internal_weight=0 171.311 4.39736 internal_count=2843 2672 171 is_linear=0 shrinkage=0.0224292 Tree=5342 num_leaves=4 num_cat=0 split_feature=1211 401 4 split_gain=3.37109 3.11117 0.245961 threshold=0.079615000000000019 0.087020000000000014 -0.074729999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012442753042488344 -0.023670358997047138 -0.016248023406283882 -0.012506270591230719 leaf_weight=166.06142497973633 2.6015571518801153 5.2586353006772688 1.7314076762413595 leaf_count=2467 120 205 51 internal_value=0 0.000705602 -0.0192837 internal_weight=0 171.32 4.33296 internal_count=2843 2672 171 is_linear=0 shrinkage=0.0224292 Tree=5343 num_leaves=4 num_cat=0 split_feature=1211 11 4 split_gain=3.2691 3.05072 0.25822 threshold=0.079615000000000019 0.088315000000000018 -0.07385499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0013372432641335869 -0.023630525463712498 -0.013146978093604069 -0.012114274889306735 leaf_weight=163.63686629203585 2.5757041346514598 7.6386889607529147 1.694285493926144 leaf_count=2568 121 104 50 internal_value=0 0.000689871 -0.0191353 internal_weight=0 171.276 4.26999 internal_count=2843 2672 171 is_linear=0 shrinkage=0.0224292 Tree=5344 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=5.48152 9.11137 5.26822 threshold=0.10100500000000003 -0.23033499999999998 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015711200264977243 -0.0054730171807269986 -0.0052683334086827578 0.0096858437873106502 leaf_weight=11.599620224907992 16.007823671912774 100.46115930487576 41.148617278435268 leaf_count=47 127 2050 605 internal_value=0 -0.0030944 0.00543989 internal_weight=0 112.061 57.1564 internal_count=2829 2097 732 is_linear=0 shrinkage=0.0224292 Tree=5345 num_leaves=4 num_cat=0 split_feature=3 43 133 split_gain=5.31946 6.81256 4.95275 threshold=-0.078669999999999976 -0.053299999999999993 0.10421000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013442849602029585 0.00024303097529571635 -1.0195812700277116e-05 0.00028289740692177964 leaf_weight=62.96590465404006 28.395649960672017 74.220123209088342 6.0087051349692038 leaf_count=1355 477 774 223 internal_value=0 5.99088e-05 -9.8005e-05 internal_weight=0 102.616 68.9746 internal_count=2829 1251 1578 is_linear=0 shrinkage=0.000439788 Tree=5346 num_leaves=4 num_cat=0 split_feature=1 454 0 split_gain=5.25935 8.88674 5.0465 threshold=0.10100500000000003 1.0000000180025095e-35 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045520390120527745 -0.0053299194626976326 0.023237929202701447 0.0094997863933609494 leaf_weight=105.80671461276506 16.043212756980211 6.1050232984125605 41.049217071791645 leaf_count=2074 127 23 605 internal_value=0 -0.00303233 0.00533219 internal_weight=0 111.912 57.0924 internal_count=2829 2097 732 is_linear=0 shrinkage=0.0224292 Tree=5347 num_leaves=4 num_cat=0 split_feature=1 0 0 split_gain=5.03333 8.6272 4.83632 threshold=0.10100500000000003 -0.23033499999999998 -0.14920999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015384822107713553 -0.0052008049693671853 -0.0050828396064360477 0.0093128437051809392 leaf_weight=11.535474958596749 16.072863139444962 100.23003813265677 40.9357256522635 leaf_count=47 127 2050 605 internal_value=0 -0.00296808 0.00522053 internal_weight=0 111.766 57.0086 internal_count=2829 2097 732 is_linear=0 shrinkage=0.0224292 Tree=5348 num_leaves=4 num_cat=0 split_feature=480 11 483 split_gain=4.29245 4.12792 0.611476 threshold=0.083685000000000009 0.088315000000000018 0.094075000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017146525500675075 -0.026485470893178802 -0.016056400842739429 -0.0098454879038952937 leaf_weight=161.85031953250291 3.0486176020640405 6.8349593738967078 1.7938317707885287 leaf_count=2516 147 99 66 internal_value=0 0.000992852 -0.0203842 internal_weight=0 168.685 4.84245 internal_count=2828 2615 213 is_linear=0 shrinkage=0.0224292 Tree=5349 num_leaves=4 num_cat=0 split_feature=480 44 483 split_gain=4.15027 3.68049 0.61606 threshold=0.083685000000000009 1.0000000180025095e-35 0.094075000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015167835808200017 -0.026386403398607323 -0.019115640523818495 -0.0096302489754587356 leaf_weight=164.23526583324565 2.9921375828271257 4.4486964580137274 1.7932247104617998 leaf_count=2565 147 50 66 internal_value=0 0.000970544 -0.0201706 internal_weight=0 168.684 4.78536 internal_count=2828 2615 213 is_linear=0 shrinkage=0.0224292 Tree=5350 num_leaves=4 num_cat=0 split_feature=480 11 483 split_gain=4.01257 3.93944 0.620371 threshold=0.083685000000000009 0.088315000000000018 0.094075000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016529556046072876 -0.026288925530114495 -0.015726158553494685 -0.0094192129478664031 leaf_weight=161.87406810362882 2.9365696954191653 6.8197128358879118 1.792713573478977 leaf_count=2516 147 99 66 internal_value=0 0.000948677 -0.0199578 internal_weight=0 168.694 4.72928 internal_count=2828 2615 213 is_linear=0 shrinkage=0.0224292 Tree=5351 num_leaves=4 num_cat=0 split_feature=480 11 483 split_gain=3.87925 3.76897 0.624406 threshold=0.083685000000000009 0.088315000000000018 0.094075000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016158126713321486 -0.026192994622914387 -0.015392664386157464 -0.0092123387015294548 leaf_weight=161.88128768152092 2.8819051459722678 6.8116987758257883 1.7922927589388562 leaf_count=2516 147 99 66 internal_value=0 0.000927359 -0.0197458 internal_weight=0 168.693 4.6742 internal_count=2828 2615 213 is_linear=0 shrinkage=0.0224292 Tree=5352 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=4.28704 4.42674 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00098563263780196073 -0.018011321270803304 0.023359917203564794 leaf_weight=158.55218118555786 5.7798224401194593 4.5579180422355412 leaf_count=2694 65 98 internal_value=0 0.00161352 internal_weight=0 163.11 internal_count=2857 2792 is_linear=0 shrinkage=0.0224292 Tree=5353 num_leaves=3 num_cat=0 split_feature=14 38 split_gain=4.20176 4.20359 threshold=0.077685000000000018 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021584566809897407 -0.021407652147223278 -0.017439049231699824 leaf_weight=159.00833914702525 4.117372158332727 5.6846362014766774 leaf_count=2703 90 64 internal_value=0 0.00148008 internal_weight=0 164.693 internal_count=2857 2767 is_linear=0 shrinkage=0.0224292 Tree=5354 num_leaves=3 num_cat=0 split_feature=38 3 split_gain=3.90692 4.34286 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00092802788729465647 -0.017164597859078631 0.023333915002265237 leaf_weight=158.54387125361245 5.7972067131195208 4.4557214534142977 leaf_count=2694 65 98 internal_value=0 0.00154317 internal_weight=0 163 internal_count=2857 2792 is_linear=0 shrinkage=0.0224292 Tree=5355 num_leaves=3 num_cat=0 split_feature=31 151 split_gain=4.85172 3.81949 threshold=-1.0000000180025095e-35 -0.29526499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004934586524069323 -0.00042224744918375177 1.4981391590086377e-05 leaf_weight=4.002752171829342 3.9386504504946052 163.7277176349744 leaf_count=92 66 2699 internal_value=0 4.66354e-06 internal_weight=0 167.666 internal_count=2857 2765 is_linear=0 shrinkage=0.000439788 Tree=5356 num_leaves=4 num_cat=0 split_feature=4 0 150 split_gain=6.76781 4.83895 3.53067 threshold=0.27150500000000005 -0.084184999999999996 0.082590000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082069956636634835 0.0040345442612230858 7.9934554909370824e-05 0.024578349521716912 leaf_weight=72.22692100648419 17.786452884029135 69.594839436140319 5.4980825438979073 leaf_count=1117 272 1378 68 internal_value=0 -0.00414097 0.00890163 internal_weight=0 141.822 23.2845 internal_count=2835 2495 340 is_linear=0 shrinkage=0.0224292 Tree=5357 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=6.49094 4.82225 3.48673 threshold=0.27150500000000005 0.080455000000000013 0.082590000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032053263703676468 0.0039507428285414318 -0.024321270354160041 0.024530146662729759 leaf_weight=136.1108011621327 17.757074674183972 5.6488975922984528 5.3866200156044206 leaf_count=2371 272 124 68 internal_value=0 -0.00404992 0.0087568 internal_weight=0 141.76 23.1437 internal_count=2835 2495 340 is_linear=0 shrinkage=0.0224292 Tree=5358 num_leaves=4 num_cat=0 split_feature=4 11 150 split_gain=6.22689 4.70122 3.44281 threshold=0.27150500000000005 0.080455000000000013 0.082590000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031346027381233426 0.003868534985708388 -0.024130229062815967 0.024482838442647471 leaf_weight=136.06102838445076 17.72841403918574 5.5669962944812132 5.2772468277835278 leaf_count=2371 272 124 68 internal_value=0 -0.00396302 0.00861361 internal_weight=0 141.628 23.0057 internal_count=2835 2495 340 is_linear=0 shrinkage=0.0224292 Tree=5359 num_leaves=4 num_cat=0 split_feature=4 13 150 split_gain=6.46167 4.79129 3.42936 threshold=0.27150500000000005 -0.094744999999999982 0.082590000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3903162744242683e-05 8.0092062481306551e-05 -0.00011708479649650722 0.00048028625219935424 leaf_weight=28.6132742180489 18.227601837366823 115.44860468914703 5.344285696570295 leaf_count=272 272 2223 68 internal_value=0 -7.71592e-05 0.00017114 internal_weight=0 144.062 23.5719 internal_count=2835 2495 340 is_linear=0 shrinkage=0.000439788 Tree=5360 num_leaves=4 num_cat=0 split_feature=1 454 39 split_gain=5.44393 8.3086 3.33042 threshold=0.099250000000000019 1.0000000180025095e-35 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.4979812791768663e-05 4.0045964052672402e-05 0.00049962763562368551 0.00028638251448431275 leaf_weight=102.94298797026568 46.42397940781666 4.7363175861537448 13.746136982401366 leaf_count=2021 529 15 236 internal_value=0 -6.87418e-05 9.63957e-05 internal_weight=0 107.679 60.1701 internal_count=2801 2036 765 is_linear=0 shrinkage=0.000439788 Tree=5361 num_leaves=4 num_cat=0 split_feature=1 51 13 split_gain=5.41155 4.55605 3.22158 threshold=0.12856000000000004 0.11355500000000002 -0.018704999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7241510523667625e-05 0.00051434131139077252 -0.00037531425186611826 8.8090210138421819e-05 leaf_weight=146.30588335543871 5.4027657239348619 7.1926144078024654 9.359993825084528 leaf_count=2404 146 143 108 internal_value=0 -3.40646e-05 0.000244549 internal_weight=0 153.498 14.7628 internal_count=2801 2547 254 is_linear=0 shrinkage=0.000439788 Tree=5362 num_leaves=4 num_cat=0 split_feature=1 51 13 split_gain=5.10546 4.74605 3.26059 threshold=0.12856000000000004 0.11355500000000002 -0.018704999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00082392993194721888 0.026380291513323845 -0.019583507294758669 0.0041940334129127611 leaf_weight=143.61313222661556 5.2195534915081216 7.1018821307661701 9.1828546997276117 leaf_count=2404 146 143 108 internal_value=0 -0.00171027 0.0122588 internal_weight=0 150.715 14.4024 internal_count=2801 2547 254 is_linear=0 shrinkage=0.0224292 Tree=5363 num_leaves=4 num_cat=0 split_feature=1 454 39 split_gain=5.10116 8.2213 3.31694 threshold=0.099250000000000019 1.0000000180025095e-35 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1436124709143142e-05 3.8721065070958073e-05 0.00049884471943578723 0.00028500618064444713 leaf_weight=102.43831182231224 46.353068215365056 4.7575446721166363 13.687458608474115 leaf_count=2021 529 15 236 internal_value=0 -6.51542e-05 9.49395e-05 internal_weight=0 107.196 60.0405 internal_count=2801 2036 765 is_linear=0 shrinkage=0.000439788 Tree=5364 num_leaves=3 num_cat=0 split_feature=39 3 split_gain=4.42677 3.90248 threshold=-1.0000000180025095e-35 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019426346549866177 0.021140306633191986 -7.0288431507045438e-06 leaf_weight=5.7414826794993123 4.49649988929741 157.74649141021655 leaf_count=59 33 2739 internal_value=0 0.000581479 internal_weight=0 162.243 internal_count=2831 2772 is_linear=0 shrinkage=0.0224292 Tree=5365 num_leaves=3 num_cat=0 split_feature=39 155 split_gain=4.23271 3.87125 threshold=-1.0000000180025095e-35 0.098655000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01899927098047793 0.001119490876007854 -0.02122576436988417 leaf_weight=5.7393257862422606 158.2120640940775 3.9798872034298247 leaf_count=59 2634 138 internal_value=0 0.000568746 internal_weight=0 162.192 internal_count=2831 2772 is_linear=0 shrinkage=0.0224292 Tree=5366 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=4.6632 9.61322 4.69043 threshold=0.077020000000000019 0.086895000000000014 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019043557000216025 0.00041357611146991031 0.00026209658640954827 2.7827458225236919e-05 leaf_weight=47.082067686620576 6.4516995924059293 11.229956527909961 105.51937912631547 leaf_count=1270 41 170 1350 internal_value=0 -0.000103228 5.01208e-05 internal_weight=0 58.312 111.971 internal_count=2831 1440 1391 is_linear=0 shrinkage=0.000439788 Tree=5367 num_leaves=4 num_cat=0 split_feature=1 48 1 split_gain=4.92506 9.70463 4.54145 threshold=0.077020000000000019 0.086895000000000014 0.080545000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019283650406003974 0.00040978174296689738 0.00026216311673641599 3.035876711205686e-05 leaf_weight=47.09478318287438 6.457710691029205 11.209624105948022 105.3805599763291 leaf_count=1270 41 170 1350 internal_value=0 -0.000105301 5.23334e-05 internal_weight=0 58.3044 111.838 internal_count=2831 1440 1391 is_linear=0 shrinkage=0.000439788 Tree=5368 num_leaves=4 num_cat=0 split_feature=133 401 43 split_gain=4.24651 4.42844 0.0619514 threshold=-0.38664499999999996 0.083100000000000021 0.41488500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021344781303003085 0.0014787003188800299 -0.018069440148721604 -0.028489006429390416 leaf_weight=1.8905946387094439 164.88100953432149 6.0246030409471123 1.4675392310600726 leaf_count=114 2443 253 51 internal_value=0 0.000787666 -0.0246103 internal_weight=0 170.906 3.35813 internal_count=2861 2696 165 is_linear=0 shrinkage=0.0224292 Tree=5369 num_leaves=4 num_cat=0 split_feature=1 2 15 split_gain=4.44343 9.22658 6.52235 threshold=0.077020000000000019 0.10333000000000002 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3262051825083803e-05 8.990985770458514e-05 -0.0004600989054419832 -0.00025209290871129516 leaf_weight=51.18544249041588 104.13707432281808 10.809876918290682 12.012634795013581 leaf_count=1189 1114 268 290 internal_value=0 -9.12929e-05 5.4503e-05 internal_weight=0 61.9953 116.15 internal_count=2861 1457 1404 is_linear=0 shrinkage=0.000439788 Tree=5370 num_leaves=4 num_cat=0 split_feature=133 401 43 split_gain=4.13014 4.26899 0.0596165 threshold=-0.38664499999999996 0.083100000000000021 0.41488500000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021242967988261752 0.0014434576770509019 -0.017827715097545015 -0.028338033629062787 leaf_weight=1.8583632715744891 164.94714423002733 5.9738025150145395 1.4428674531227441 leaf_count=114 2443 253 51 internal_value=0 0.000768001 -0.0244891 internal_weight=0 170.921 3.30123 internal_count=2861 2696 165 is_linear=0 shrinkage=0.0224292 Tree=5371 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=4.24758 8.92333 6.5585 threshold=0.077020000000000019 0.083995000000000014 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002096998364254021 9.019596091551289e-05 0.00014316612179183364 -0.00025589301039693455 leaf_weight=40.36188757065247 103.05797981857904 21.089358244717005 11.784698237490373 leaf_count=842 1114 615 290 internal_value=0 -8.85935e-05 5.46451e-05 internal_weight=0 61.4512 114.843 internal_count=2861 1457 1404 is_linear=0 shrinkage=0.000439788 Tree=5372 num_leaves=3 num_cat=0 split_feature=14 1213 split_gain=4.16947 4.28239 threshold=0.07802000000000002 0.036805000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020271330615882661 -0.021326909161444866 -0.016002753120731489 leaf_weight=161.09771648998139 4.1857273041678118 6.8924673835135755 leaf_count=2480 87 268 internal_value=0 0.00128565 internal_weight=0 167.99 internal_count=2835 2748 is_linear=0 shrinkage=0.0224292 Tree=5373 num_leaves=3 num_cat=0 split_feature=14 1213 split_gain=4.11205 4.28281 threshold=0.07802000000000002 0.036805000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.8696569257207423e-05 -0.00041290158509537257 -0.00031224028358884656 leaf_weight=162.97757727774297 4.2478254317829842 6.9965281926706657 leaf_count=2480 87 268 internal_value=0 2.42177e-05 internal_weight=0 169.974 internal_count=2835 2748 is_linear=0 shrinkage=0.000439788 Tree=5374 num_leaves=3 num_cat=0 split_feature=14 1213 split_gain=4.01396 4.12642 threshold=0.07802000000000002 0.036805000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019806590809412954 -0.021013606975017401 -0.015798085928525024 leaf_weight=161.13259506734175 4.1536783980554892 6.8275138641765798 leaf_count=2480 87 268 internal_value=0 0.00125625 internal_weight=0 167.96 internal_count=2835 2748 is_linear=0 shrinkage=0.0224292 Tree=5375 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.86445 4.06952 threshold=0.07802000000000002 -0.10600999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0081470821967588192 -0.020705085879820995 -0.0005337261692299239 leaf_weight=34.067876902001444 4.1216694850299964 133.82587333842821 leaf_count=317 87 2431 internal_value=0 0.00122845 internal_weight=0 167.894 internal_count=2835 2748 is_linear=0 shrinkage=0.0224292 Tree=5376 num_leaves=3 num_cat=0 split_feature=13 47 split_gain=3.76635 4.42756 threshold=-0.24921999999999997 0.11896000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011465393386253984 8.0662961099926269e-05 -0.016956759137953862 leaf_weight=13.71548200456891 154.28481344819738 8.0558484163484518 leaf_count=133 2650 96 internal_value=0 -0.000766681 internal_weight=0 162.341 internal_count=2879 2746 is_linear=0 shrinkage=0.0224292 Tree=5377 num_leaves=3 num_cat=0 split_feature=13 47 split_gain=3.62172 4.24287 threshold=-0.24921999999999997 0.11896000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011280220149687346 7.8853656315823465e-05 -0.016619212247533495 leaf_weight=13.629251814156303 154.2855421787026 8.0357304843491857 leaf_count=133 2650 96 internal_value=0 -0.000749643 internal_weight=0 162.321 internal_count=2879 2746 is_linear=0 shrinkage=0.0224292 Tree=5378 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=3.71145 3.89419 threshold=-0.24921999999999997 -0.079959999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022310092767099222 0.00019892844559111174 -3.596676894338086e-05 leaf_weight=13.764405567431821 15.005556462565435 149.27016353591898 leaf_count=133 240 2506 internal_value=0 -1.44899e-05 internal_weight=0 164.276 internal_count=2879 2746 is_linear=0 shrinkage=0.000439788 Tree=5379 num_leaves=3 num_cat=0 split_feature=31 52 split_gain=4.80796 4.23023 threshold=-1.0000000180025095e-35 -0.092109999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046237759938793418 -0.00015099377970852115 2.4902715542552503e-05 leaf_weight=4.2925597255234598 32.446262216253672 142.57857997489918 leaf_count=86 570 2223 internal_value=0 -7.71804e-06 internal_weight=0 175.025 internal_count=2879 2793 is_linear=0 shrinkage=0.000439788 Tree=5380 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=4.20808 7.52861 7.30287 threshold=0.087850000000000025 -0.23232499999999998 -0.05584999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051346553481935032 0.00027358213803798688 1.803551924014396e-05 -0.00025451271245310311 leaf_weight=6.1727283527143291 6.4260480336379286 141.70087601806881 23.658286748861428 leaf_count=52 53 2424 314 internal_value=0 3.878e-05 -0.000141609 internal_weight=0 147.874 30.0843 internal_count=2843 2476 367 is_linear=0 shrinkage=0.000439788 Tree=5381 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=4.16294 7.389 7.34934 threshold=0.087850000000000025 -0.23232499999999998 -0.05584999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051149318690776858 0.00027689639259041742 2.0966560947066787e-05 -0.00025062055381978399 leaf_weight=6.1802328429184845 6.4873312837444272 141.75939861719962 23.777936641359702 leaf_count=52 53 2424 314 internal_value=0 4.15218e-05 -0.000137445 internal_weight=0 147.94 30.2653 internal_count=2843 2476 367 is_linear=0 shrinkage=0.000439788 Tree=5382 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=4.14225 7.66084 7.46413 threshold=0.087850000000000025 -0.23232499999999998 -0.05584999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005161818657224063 0.00028008322086322927 1.8880925947200698e-05 -0.00025329563695971274 leaf_weight=6.2363060708157709 6.4418814016971764 141.99182764732541 23.656740802631248 leaf_count=52 53 2424 314 internal_value=0 3.98673e-05 -0.000139034 internal_weight=0 148.228 30.0986 internal_count=2843 2476 367 is_linear=0 shrinkage=0.000439788 Tree=5383 num_leaves=4 num_cat=0 split_feature=47 0 4 split_gain=4.24746 7.37736 7.34889 threshold=0.087850000000000025 -0.23232499999999998 -0.05584999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026240976055641272 0.014167304011391981 0.0010113073872241357 -0.01305282169731882 leaf_weight=6.0662684862036249 6.3278895912226316 139.27059108818503 23.342208546877373 leaf_count=52 53 2424 314 internal_value=0 0.00206769 -0.00724207 internal_weight=0 145.337 29.6701 internal_count=2843 2476 367 is_linear=0 shrinkage=0.0224292 Tree=5384 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.2926 4.1545 threshold=-0.51296999999999993 0.094655000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047107975723810198 -5.5229603484236409e-05 8.5640533044407713e-05 leaf_weight=3.7489567225857163 96.931088609759172 69.513772747071926 leaf_count=201 1845 786 internal_value=0 3.60625e-06 internal_weight=0 166.445 internal_count=2832 2631 is_linear=0 shrinkage=0.000439788 Tree=5385 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.59088 4.28675 threshold=-0.51296999999999993 0.094655000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047348464741838212 -5.616485651226095e-05 8.6454716270149633e-05 leaf_weight=3.976136892073554 97.351700842460559 70.094781522639096 leaf_count=201 1845 786 internal_value=0 3.54018e-06 internal_weight=0 167.446 internal_count=2832 2631 is_linear=0 shrinkage=0.000439788 Tree=5386 num_leaves=3 num_cat=0 split_feature=52 2 split_gain=4.23548 3.8135 threshold=-0.51296999999999993 0.15374500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02405354397668789 -0.00041792692583823848 0.020268491080941024 leaf_weight=3.6962141469994085 159.24924454684515 4.5938875966239712 leaf_count=201 2531 100 internal_value=0 0.000164379 internal_weight=0 163.843 internal_count=2832 2631 is_linear=0 shrinkage=0.0224292 Tree=5387 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.32527 4.18868 threshold=-0.51296999999999993 0.094655000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047133098682394602 -5.5457767559138116e-05 8.5884510913187171e-05 leaf_weight=3.7717336659261482 96.785592760927102 69.768854878086131 leaf_count=201 1845 786 internal_value=0 3.75289e-06 internal_weight=0 166.554 internal_count=2832 2631 is_linear=0 shrinkage=0.000439788 Tree=5388 num_leaves=4 num_cat=0 split_feature=4 4 47 split_gain=6.18264 9.42266 6.57439 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.09252500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2385466484553358e-05 0.00018508890564729514 -0.00042460424178441907 -0.0001211877762132264 leaf_weight=91.210725069948239 48.269157117734721 12.833829320356015 18.830703178653494 leaf_count=1880 621 165 167 internal_value=0 -7.20677e-05 9.91263e-05 internal_weight=0 104.045 67.0999 internal_count=2833 2045 788 is_linear=0 shrinkage=0.000439788 Tree=5389 num_leaves=4 num_cat=0 split_feature=4 4 47 split_gain=5.94606 9.47277 6.36004 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.09252500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010962256835760603 0.009326620316580889 -0.021792517262113644 -0.0061340773426103333 leaf_weight=89.530335746479977 47.418985816417262 12.68550957701518 18.631546762655489 leaf_count=1880 621 165 167 internal_value=0 -0.00366833 0.00496495 internal_weight=0 102.216 66.0505 internal_count=2833 2045 788 is_linear=0 shrinkage=0.0224292 Tree=5390 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=6.20859 8.94148 6.23014 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.085075000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6611507507562227e-05 2.6924844259288261e-05 -0.00041883899348614783 0.00035356717524413631 leaf_weight=91.728953392441326 53.016724741537473 12.792892095079877 14.333084412151946 leaf_count=1880 673 165 115 internal_value=0 -7.46857e-05 9.65199e-05 internal_weight=0 104.522 67.3498 internal_count=2833 2045 788 is_linear=0 shrinkage=0.000439788 Tree=5391 num_leaves=3 num_cat=0 split_feature=14 133 split_gain=5.08621 4.90114 threshold=0.073890000000000011 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051254241428857995 -0.0004696568061670198 1.8140651471161711e-05 leaf_weight=3.4182051435127496 4.4243241370131718 162.27060219268606 leaf_count=148 92 2593 internal_value=0 7.13473e-06 internal_weight=0 165.689 internal_count=2833 2741 is_linear=0 shrinkage=0.000439788 Tree=5392 num_leaves=4 num_cat=0 split_feature=50 2 159 split_gain=5.7573 7.24436 5.10387 threshold=0.088495000000000004 0.14069000000000004 0.091330000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003750232382383568 -0.021580001666694239 0.017734471906439179 -0.010534075904325627 leaf_weight=145.72051832852594 10.452533829848106 3.0273393855895838 13.754558074520899 leaf_count=2050 462 34 308 internal_value=0 -0.0127381 0.00251711 internal_weight=0 13.4799 159.475 internal_count=2854 496 2358 is_linear=0 shrinkage=0.0224292 Tree=5393 num_leaves=4 num_cat=0 split_feature=50 2 159 split_gain=5.79853 7.14685 4.62456 threshold=0.088495000000000004 0.14069000000000004 0.091330000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9247848541683258e-05 -0.00041589806042932755 0.00034349428824077566 -0.00019248672922556631 leaf_weight=149.73741387568589 10.87076201741729 3.0578153398819259 14.285507239867 leaf_count=2050 462 34 308 internal_value=0 -0.000248943 4.64324e-05 internal_weight=0 13.9286 164.023 internal_count=2854 496 2358 is_linear=0 shrinkage=0.000439788 Tree=5394 num_leaves=4 num_cat=0 split_feature=50 2 159 split_gain=5.55577 7.01233 4.8727 threshold=0.088495000000000004 0.14069000000000004 0.091330000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036619945368325741 -0.021368944020748439 0.017515411587765737 -0.010299061083550158 leaf_weight=145.79580875852844 10.325079828857268 2.9968930686591184 13.745271403517107 leaf_count=2050 462 34 308 internal_value=0 -0.012609 0.00245809 internal_weight=0 13.322 159.541 internal_count=2854 496 2358 is_linear=0 shrinkage=0.0224292 Tree=5395 num_leaves=4 num_cat=0 split_feature=50 2 159 split_gain=5.54102 6.81272 4.52738 threshold=0.088495000000000004 0.14069000000000004 0.091330000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.9621651779255231e-05 -0.00041401650018769922 0.0003369297628582679 -0.00019213137592161343 leaf_weight=147.29128201448475 10.456765960370829 2.9917562003247431 13.976436853467019 leaf_count=2050 462 34 308 internal_value=0 -0.00024672 4.69165e-05 internal_weight=0 13.4485 161.268 internal_count=2854 496 2358 is_linear=0 shrinkage=0.000439788 Tree=5396 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=5.27047 15.57 7.6556 threshold=0.077020000000000019 -0.091284999999999991 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049563096263785609 9.5177675390780954e-05 2.3679826085516193e-05 -0.0003010114087443705 leaf_weight=14.866183500926125 97.545367761340458 44.691633593611186 10.424357971816788 leaf_count=298 1067 1164 287 internal_value=0 -0.000106062 5.68796e-05 internal_weight=0 59.5578 107.97 internal_count=2816 1462 1354 is_linear=0 shrinkage=0.000439788 Tree=5397 num_leaves=4 num_cat=0 split_feature=39 1 457 split_gain=5.0103 6.53308 5.7162 threshold=0.0047850000000000011 0.086245000000000002 0.084365000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037550784253169789 -0.0097932713921551739 0.016708626282710956 0.0080678990384735246 leaf_weight=116.65649285604013 6.4170175795152344 17.158163138083182 24.957488043000922 leaf_count=2312 67 262 175 internal_value=0 0.00949289 -0.00167064 internal_weight=0 23.5752 141.614 internal_count=2816 329 2487 is_linear=0 shrinkage=0.0224292 Tree=5398 num_leaves=4 num_cat=0 split_feature=39 1 457 split_gain=5.51152 6.35726 5.78308 threshold=0.0047850000000000011 0.086245000000000002 0.081330000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7397289596669824e-05 -0.00017973820423002903 0.00032854865904891745 0.00014718982081939294 leaf_weight=117.29615893732262 6.4970762457523987 17.669982753170189 27.326125104329549 leaf_count=2297 67 262 190 internal_value=0 0.000191867 -3.49481e-05 internal_weight=0 24.1671 144.622 internal_count=2816 329 2487 is_linear=0 shrinkage=0.000439788 Tree=5399 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=5.36218 15.2642 7.81175 threshold=0.077020000000000019 -0.091284999999999991 0.088470000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049398388732822243 9.5636365516651509e-05 2.0854803817383559e-05 -0.00030496379017686269 leaf_weight=14.81494637543801 97.532330143585568 44.701146341125423 10.401944521698168 leaf_count=298 1067 1164 287 internal_value=0 -0.000107418 5.69822e-05 internal_weight=0 59.5161 107.934 internal_count=2816 1462 1354 is_linear=0 shrinkage=0.000439788 Tree=5400 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=4.46682 4.62051 threshold=0.25761500000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.4562983086821921e-06 -0.00044122308595315304 0.00024480973822317559 leaf_weight=156.85070733239263 4.1697163317003278 15.815958349325227 leaf_count=2561 85 241 internal_value=0 1.84006e-05 internal_weight=0 172.667 internal_count=2887 2802 is_linear=0 shrinkage=0.000439788 Tree=5401 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=4.6259 4.73372 threshold=0.25761500000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.7283562109491238e-06 -0.0004434051149225654 0.00024574912470286275 leaf_weight=160.19392445931589 4.2844851479749186 16.036753540451173 leaf_count=2561 85 241 internal_value=0 1.80889e-05 internal_weight=0 176.231 internal_count=2887 2802 is_linear=0 shrinkage=0.000439788 Tree=5402 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=4.43596 4.83538 threshold=0.25761500000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.1703107905544855e-06 -0.00044029664359947402 0.00024451984534004591 leaf_weight=159.36445271455159 4.2187880920828311 16.109955380670726 leaf_count=2561 85 241 internal_value=0 1.50527e-05 internal_weight=0 175.474 internal_count=2887 2802 is_linear=0 shrinkage=0.000439788 Tree=5403 num_leaves=3 num_cat=0 split_feature=13 123 split_gain=4.51063 4.45237 threshold=0.25761500000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00024600620221037063 -0.022755511530567676 0.012334235626180084 leaf_weight=155.25476460259233 4.1343294823309398 15.553136198432183 leaf_count=2561 85 241 internal_value=0 0.000900754 internal_weight=0 170.808 internal_count=2887 2802 is_linear=0 shrinkage=0.0224292 Tree=5404 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=3.94513 6.01341 4.21025 threshold=1.0000000180025095e-35 0.10647500000000001 0.09494000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012389153114494652 -0.0072831042069124345 -0.021299836457584619 0.019855335684714117 leaf_weight=145.7119147459598 4.0954912776942356 6.8842707440853692 9.5727280721766856 leaf_count=2314 91 288 148 internal_value=0 -0.000845168 0.0117249 internal_weight=0 152.596 13.6682 internal_count=2841 2602 239 is_linear=0 shrinkage=0.0224292 Tree=5405 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=4.2614 8.34227 4.75984 threshold=-0.10600999999999998 -0.078914999999999985 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022288751519425519 -0.00021385340844459091 3.3404173308599318e-05 -0.00017017783911288929 leaf_weight=27.771860289096367 36.048670502961613 98.365618075680686 7.5697372078429899 leaf_count=257 1193 1286 105 internal_value=0 -3.2929e-05 0.000138651 internal_weight=0 134.414 35.3416 internal_count=2841 2479 362 is_linear=0 shrinkage=0.000439788 Tree=5406 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=3.93588 6.93387 threshold=-0.13381999999999997 -0.069454999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018739212800800896 -0.028006055420353664 0.00033065871487672407 leaf_weight=5.5397630207880857 4.4493672903627148 156.14281716341793 leaf_count=83 36 2722 internal_value=0 -0.000457674 internal_weight=0 160.592 internal_count=2841 2758 is_linear=0 shrinkage=0.0224292 Tree=5407 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=4.08042 5.85332 4.00167 threshold=1.0000000180025095e-35 0.10647500000000001 0.09494000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9621524943843521e-06 -0.00012691991562407138 -0.00041104555262949134 0.0003872446571977266 leaf_weight=147.43733027507551 4.1812180451233862 6.9307783019685294 9.6863013977417705 leaf_count=2314 91 288 148 internal_value=0 -1.66295e-05 0.000232257 internal_weight=0 154.368 13.8675 internal_count=2841 2602 239 is_linear=0 shrinkage=0.000439788 Tree=5408 num_leaves=3 num_cat=0 split_feature=456 0 split_gain=5.06659 4.75577 threshold=-1.0000000180025095e-35 -0.23033499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021010888662557958 0.012866800701188447 0.00042540244075353004 leaf_weight=5.0585566743975496 17.26174431364052 146.42197502584168 leaf_count=64 102 2683 internal_value=0 0.00173879 internal_weight=0 163.684 internal_count=2849 2785 is_linear=0 shrinkage=0.0224292 Tree=5409 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=4.88229 9.36741 6.68364 threshold=0.077020000000000019 0.23247500000000001 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015211853123155397 4.8956354035056205e-05 0.00032208687141882324 0.00051995860416779039 leaf_weight=52.276360875832324 103.50383988622343 9.5060652955871756 6.1561515881912774 leaf_count=1315 1265 168 101 internal_value=0 -7.90786e-05 7.54836e-05 internal_weight=0 61.7824 109.66 internal_count=2849 1483 1366 is_linear=0 shrinkage=0.000439788 Tree=5410 num_leaves=3 num_cat=0 split_feature=456 1 split_gain=4.93492 5.05114 threshold=-1.0000000180025095e-35 0.077020000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040558316987710272 -6.7878688541810173e-05 9.1187982735977359e-05 leaf_weight=5.0901636357884845 60.739265659329249 105.91617558652069 leaf_count=64 1456 1329 internal_value=0 3.32134e-05 internal_weight=0 166.655 internal_count=2849 2785 is_linear=0 shrinkage=0.000439788 Tree=5411 num_leaves=3 num_cat=0 split_feature=456 1 split_gain=4.86148 4.67754 threshold=-1.0000000180025095e-35 0.077020000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020637673514653492 -0.0033087184285753514 0.0045682841212682348 leaf_weight=5.0342052479973054 59.6429261151643 104.07941445693723 leaf_count=64 1456 1329 internal_value=0 0.00169869 internal_weight=0 163.722 internal_count=2849 2785 is_linear=0 shrinkage=0.0224292 Tree=5412 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=6.08335 6.3223 0.560729 threshold=-0.4945199999999999 -0.017269999999999997 -0.51412499999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02512508002935054 -0.0016103279395786516 0.01181239295432137 -0.013286406344835525 leaf_weight=4.4012482273392379 140.25444759776292 20.175487098284066 3.8567269444465619 leaf_count=61 2500 213 81 internal_value=0 7.89028e-05 -0.0196395 internal_weight=0 160.43 8.25798 internal_count=2855 2713 142 is_linear=0 shrinkage=0.0224292 Tree=5413 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=5.62676 6.33652 0.519915 threshold=-0.4945199999999999 -0.017269999999999997 -0.51412499999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047395901126354325 -3.3780380500965715e-05 0.00022811781550603007 -0.00025154160761089149 leaf_weight=4.4460424603894353 142.61726738465222 20.407628862827551 3.8949002414010447 leaf_count=61 2500 213 81 internal_value=0 -9.72813e-07 -0.00037091 internal_weight=0 163.025 8.34094 internal_count=2855 2713 142 is_linear=0 shrinkage=0.000439788 Tree=5414 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=5.58386 6.18223 0.50594 threshold=-0.4945199999999999 -0.017269999999999997 -0.51412499999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046954806442447191 -3.1371790651370643e-05 0.00022775932961915094 -0.00024977895740909583 leaf_weight=4.4450984671711922 142.63206977842492 20.32794159988407 3.8737113012466562 leaf_count=61 2500 213 81 internal_value=0 9.75609e-07 -0.000368017 internal_weight=0 162.96 8.31881 internal_count=2855 2713 142 is_linear=0 shrinkage=0.000439788 Tree=5415 num_leaves=4 num_cat=0 split_feature=4 0 4 split_gain=5.82474 6.0679 0.533812 threshold=-0.4945199999999999 -0.017269999999999997 -0.51412499999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024618713897626123 -0.0015763032134623709 0.011600633655170773 -0.013041226339253503 leaf_weight=4.3860586136579514 140.32720362514374 20.079323806741741 3.83705449500121 leaf_count=61 2500 213 81 internal_value=0 7.43398e-05 -0.0192592 internal_weight=0 160.407 8.22311 internal_count=2855 2713 142 is_linear=0 shrinkage=0.0224292 Tree=5416 num_leaves=4 num_cat=0 split_feature=483 484 13 split_gain=5.57671 3.84799 2.01182 threshold=0.086370000000000016 0.084780000000000008 -0.0059299999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072031687795282278 -0.0078162046785549676 0.010764380256483881 -0.03106278605124671 leaf_weight=147.22613814668148 4.56344561491278 22.045857001867262 3.1788420122320522 leaf_count=2349 222 234 59 internal_value=0 0.00202951 -0.0174138 internal_weight=0 169.272 7.74229 internal_count=2864 2583 281 is_linear=0 shrinkage=0.0224292 Tree=5417 num_leaves=4 num_cat=0 split_feature=483 484 12 split_gain=5.35383 3.6844 3.2843 threshold=0.086370000000000016 0.084780000000000008 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007041474562989123 0.013299765096454478 0.010538555543957896 -0.024120696758720798 leaf_weight=147.22932717333606 1.4396790141763629 22.013973394838104 6.2640300564817144 leaf_count=2349 34 234 247 internal_value=0 0.00198438 -0.0171119 internal_weight=0 169.243 7.70371 internal_count=2864 2583 281 is_linear=0 shrinkage=0.0224292 Tree=5418 num_leaves=4 num_cat=0 split_feature=483 133 2 split_gain=5.16103 3.64416 2.0122 threshold=0.086370000000000016 -0.25159999999999993 0.11459000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017071434892277769 -0.027077730323429503 0.002509776551746615 -0.0038661751522110935 leaf_weight=4.9056898284761692 4.2707661946478757 164.3099814734087 3.3559818239009473 leaf_count=169 222 2414 59 internal_value=0 0.00194024 -0.0168992 internal_weight=0 169.216 7.62675 internal_count=2864 2583 281 is_linear=0 shrinkage=0.0224292 Tree=5419 num_leaves=4 num_cat=0 split_feature=483 1186 13 split_gain=4.96981 3.62864 1.95248 threshold=0.086370000000000016 0.085080000000000003 -0.0059299999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012475835443715134 -0.0070987116484479175 0.01851165700446299 -0.030264885792026207 leaf_weight=162.82630144514405 4.4564518870756729 6.345219495240598 3.1057613386074072 leaf_count=2524 222 59 59 internal_value=0 0.00189713 -0.0166652 internal_weight=0 169.172 7.56221 internal_count=2864 2583 281 is_linear=0 shrinkage=0.0224292 Tree=5420 num_leaves=4 num_cat=0 split_feature=131 160 12 split_gain=5.89713 5.72828 2.13712 threshold=0.08956500000000002 0.087065000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1254837363575054e-05 0.0001110948442842561 -0.00020962034921696797 -0.00040819538758624574 leaf_weight=135.66762921078043 1.8080774422851398 22.203687544941204 9.7958039853838237 leaf_count=2156 64 304 311 internal_value=0 -2.64411e-06 -0.000327232 internal_weight=0 157.871 11.6039 internal_count=2835 2460 375 is_linear=0 shrinkage=0.000439788 Tree=5421 num_leaves=4 num_cat=0 split_feature=131 160 12 split_gain=5.80334 6.12696 1.87316 threshold=0.08956500000000002 0.087065000000000017 0.082755000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016963586523476462 0.0042534683523458476 -0.011088689516421545 -0.020729258889329968 leaf_weight=133.41932618053397 1.7880927036167111 21.940985554305371 9.4826476608286594 leaf_count=2156 65 304 310 internal_value=0 -0.000110369 -0.0167653 internal_weight=0 155.36 11.2707 internal_count=2835 2460 375 is_linear=0 shrinkage=0.0224292 Tree=5422 num_leaves=4 num_cat=0 split_feature=131 160 15 split_gain=5.60155 5.74249 1.67635 threshold=0.08956500000000002 0.087065000000000017 -0.106555 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.2332810380232958e-05 9.5907342617595077e-05 -0.00020882649885100394 -0.00038856280487916664 leaf_weight=135.51416816168057 1.5996364874299605 22.210923504899256 9.8051350651367084 leaf_count=2156 74 304 301 internal_value=0 -1.64852e-06 -0.000320564 internal_weight=0 157.725 11.4048 internal_count=2835 2460 375 is_linear=0 shrinkage=0.000439788 Tree=5423 num_leaves=4 num_cat=0 split_feature=131 160 12 split_gain=5.60653 5.84707 1.88585 threshold=0.08956500000000002 0.087065000000000017 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016573648881577281 0.0048171731741450717 -0.010829616178807937 -0.020518792760282057 leaf_weight=133.46400344731956 1.7449680935824297 21.95059837991721 9.4120200421020819 leaf_count=2156 64 304 311 internal_value=0 -0.000107397 -0.0165548 internal_weight=0 155.415 11.157 internal_count=2835 2460 375 is_linear=0 shrinkage=0.0224292 Tree=5424 num_leaves=3 num_cat=0 split_feature=4 44 split_gain=5.74977 4.38289 threshold=-0.50052499999999989 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032525885608225222 7.5839520881592067e-05 -0.00036316857105167858 leaf_weight=7.663820714224129 161.64929200558981 4.5028376132249823 leaf_count=117 2624 56 internal_value=0 6.39017e-05 internal_weight=0 166.152 internal_count=2797 2680 is_linear=0 shrinkage=0.000439788 Tree=5425 num_leaves=3 num_cat=0 split_feature=4 44 split_gain=5.64989 4.76548 threshold=-0.50052499999999989 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016635473033372906 0.0039191013775957311 -0.019683247025267216 leaf_weight=7.4751831644680342 159.0583524153335 4.4044837974943212 leaf_count=117 2624 56 internal_value=0 0.00328091 internal_weight=0 163.463 internal_count=2797 2680 is_linear=0 shrinkage=0.0224292 Tree=5426 num_leaves=3 num_cat=0 split_feature=4 44 split_gain=5.41658 4.55605 threshold=-0.50052499999999989 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016332934388932976 0.0038312191703484873 -0.019250758812761476 leaf_weight=7.4435950319748363 159.05796255481982 4.4028750027064225 leaf_count=117 2624 56 internal_value=0 0.00320732 internal_weight=0 163.461 internal_count=2797 2680 is_linear=0 shrinkage=0.0224292 Tree=5427 num_leaves=4 num_cat=0 split_feature=1 131 3 split_gain=5.17858 7.326 5.07266 threshold=0.10100500000000003 0.087580000000000005 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9491478446808339e-05 0.00025536191303632212 -0.00046834339563271281 -1.8572301027874781e-05 leaf_weight=110.69864776325267 35.833026099717245 6.2732970241922876 20.575919738213997 leaf_count=1830 495 256 216 internal_value=0 -6.74364e-06 0.000155468 internal_weight=0 116.972 56.4089 internal_count=2797 2086 711 is_linear=0 shrinkage=0.000439788 Tree=5428 num_leaves=4 num_cat=0 split_feature=3 3 11 split_gain=4.47136 5.51098 4.42796 threshold=-0.10315499999999998 -0.081224999999999978 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024005375801678454 -0.00019629196322334114 1.2551052887930921e-05 -0.00010419841193656173 leaf_weight=25.048206922627287 31.52251202835032 108.51356239139568 10.141163659776792 leaf_count=231 965 1488 145 internal_value=0 -3.44804e-05 0.000140842 internal_weight=0 140.036 35.1894 internal_count=2829 2453 376 is_linear=0 shrinkage=0.000439788 Tree=5429 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=4.00801 5.10554 5.08924 threshold=0.0021450000000000006 0.077800000000000022 -0.076734999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078488217486533864 -0.0050228331372957711 0.001454069964308934 0.013014115904806563 leaf_weight=43.838822584875743 11.855497369164366 91.778323632781394 23.33904143772088 leaf_count=1172 252 1108 297 internal_value=0 -0.00155381 0.00693883 internal_weight=0 135.617 35.1945 internal_count=2829 2280 549 is_linear=0 shrinkage=0.0224292 Tree=5430 num_leaves=4 num_cat=0 split_feature=13 1 0 split_gain=3.83793 4.89372 4.87611 threshold=0.0021450000000000006 0.077800000000000022 -0.076734999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076953276909531533 -0.0049175258792881092 0.0014217284830441469 0.012753265987970032 leaf_weight=43.712197803521121 11.83837987211882 91.761383512668544 23.283254960551858 leaf_count=1172 252 1108 297 internal_value=0 -0.00152067 0.00679757 internal_weight=0 135.474 35.1216 internal_count=2829 2280 549 is_linear=0 shrinkage=0.0224292 Tree=5431 num_leaves=3 num_cat=0 split_feature=447 13 split_gain=4.01175 4.08339 threshold=0.087065000000000017 0.0021450000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.5753203537007947e-05 0.00033927109439153282 0.00012465873323018719 leaf_weight=132.81931822091428 6.5593715185532337 34.178584750334267 leaf_count=2214 96 519 internal_value=0 -1.08656e-05 internal_weight=0 166.998 internal_count=2829 2733 is_linear=0 shrinkage=0.000439788 Tree=5432 num_leaves=4 num_cat=0 split_feature=1456 0 160 split_gain=5.21078 4.44584 0.463231 threshold=-1.0000000180025095e-35 0.15355000000000005 0.028300000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050909473152574501 2.11219425331458e-05 0.00032904343898532015 -0.00020893388871917587 leaf_weight=3.4381236371991681 161.39320517233864 9.5901566628599522 1.4518020588147917 leaf_count=180 2549 54 77 internal_value=0 3.84275e-05 -0.000421137 internal_weight=0 170.983 4.88993 internal_count=2860 2603 257 is_linear=0 shrinkage=0.000439788 Tree=5433 num_leaves=4 num_cat=0 split_feature=1456 0 4 split_gain=4.83409 4.36826 0.466058 threshold=-1.0000000180025095e-35 0.15355000000000005 0.040100000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025904307904395948 0.0009746788206899885 0.016630596688594991 -0.010430105894787309 leaf_weight=3.2403429674450299 159.16811074934958 9.4818929895991442 1.4544021278270518 leaf_count=203 2549 54 54 internal_value=0 0.00185667 -0.0211722 internal_weight=0 168.65 4.69475 internal_count=2860 2603 257 is_linear=0 shrinkage=0.0224292 Tree=5434 num_leaves=4 num_cat=0 split_feature=1456 0 4 split_gain=4.68397 4.20338 0.468872 threshold=-1.0000000180025095e-35 0.15355000000000005 0.040100000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025837649928973336 0.00095281469184630764 0.016351375597014078 -0.010248695810397069 leaf_weight=3.1766046562843249 159.16901567940658 9.4284415104193595 1.4473661237861959 leaf_count=203 2549 54 54 internal_value=0 0.0018157 -0.0210203 internal_weight=0 168.597 4.62397 internal_count=2860 2603 257 is_linear=0 shrinkage=0.0224292 Tree=5435 num_leaves=4 num_cat=0 split_feature=1456 0 159 split_gain=4.53838 4.04436 0.459058 threshold=-1.0000000180025095e-35 0.15355000000000005 -0.023859999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010285223292219658 0.00093144078910572647 0.016075676529121282 -0.025743703189280934 leaf_weight=1.4552529384091029 159.16993366701354 9.3759668150451017 3.0993390276125856 leaf_count=93 2549 54 164 internal_value=0 0.00177562 -0.0208681 internal_weight=0 168.546 4.55459 internal_count=2860 2603 257 is_linear=0 shrinkage=0.0224292 Tree=5436 num_leaves=4 num_cat=0 split_feature=1 52 39 split_gain=9.89927 7.13184 2.03638 threshold=0.11584000000000001 -0.068264999999999978 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.003039984536489708 0.0075354815865041145 -0.0074743012463721042 0.021496309772922634 leaf_weight=51.449992392750573 18.270696298743136 87.842950502614258 7.382488621165975 leaf_count=691 239 1772 154 internal_value=0 -0.0035908 0.0115661 internal_weight=0 139.293 25.6532 internal_count=2856 2463 393 is_linear=0 shrinkage=0.0224292 Tree=5437 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=9.49938 6.82344 2.49173 threshold=0.11584000000000001 -0.068264999999999978 0.23391500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002972168989550559 0.0080668809279478317 -0.0073146966147884336 0.02628201080901486 leaf_weight=51.44411253038561 20.912983054469809 87.747929201010265 4.6020665345713487 leaf_count=691 357 1772 36 internal_value=0 -0.00351288 0.0113695 internal_weight=0 139.192 25.515 internal_count=2856 2463 393 is_linear=0 shrinkage=0.0224292 Tree=5438 num_leaves=4 num_cat=0 split_feature=1 52 39 split_gain=9.78739 6.6634 2.04723 threshold=0.11584000000000001 -0.068264999999999978 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6480460638912493e-05 0.00014581416383960849 -0.00014065285814080563 0.00041686965138540601 leaf_weight=52.571817345975433 18.725479260028809 89.774288444088597 7.5708186649135305 leaf_count=691 239 1772 154 internal_value=0 -6.7849e-05 0.000224098 internal_weight=0 142.346 26.2963 internal_count=2856 2463 393 is_linear=0 shrinkage=0.000439788 Tree=5439 num_leaves=3 num_cat=0 split_feature=3 16 split_gain=6.39595 5.55305 threshold=0.31270000000000003 -0.008179999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0055261581536087843 0.023316375704008515 0.0029598191751909583 leaf_weight=92.735419914853992 5.1741573929903089 66.665996643001563 leaf_count=1799 108 949 internal_value=0 -0.00197716 internal_weight=0 159.401 internal_count=2856 2748 is_linear=0 shrinkage=0.0224292 Tree=5440 num_leaves=4 num_cat=0 split_feature=133 52 43 split_gain=4.5254 4.54868 0.0536826 threshold=0.18829500000000002 -0.51296999999999993 -0.039279999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023390951942972242 -0.0243076132935902 0.0009848028379680642 -0.018244980627312925 leaf_weight=3.9257579078839617 3.0098452813690528 162.23576747570041 1.4616818318900175 leaf_count=210 160 2366 134 internal_value=0 0.000406276 -0.0224118 internal_weight=0 166.162 4.47153 internal_count=2870 2576 294 is_linear=0 shrinkage=0.0224292 Tree=5441 num_leaves=4 num_cat=0 split_feature=133 52 43 split_gain=4.7943 4.74828 0.0509724 threshold=0.18829500000000002 -0.51296999999999993 -0.037814999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045920317222480596 -0.00047435049776985101 2.1181399353300001e-05 -0.0003592338637495725 leaf_weight=4.0591024254099457 3.227442539006006 164.70932822985924 1.4716541233065061 leaf_count=210 167 2366 127 internal_value=0 9.57689e-06 -0.000439898 internal_weight=0 168.768 4.6991 internal_count=2870 2576 294 is_linear=0 shrinkage=0.000439788 Tree=5442 num_leaves=4 num_cat=0 split_feature=133 52 43 split_gain=4.41331 4.44158 0.0552213 threshold=0.18829500000000002 -0.51296999999999993 -0.039279999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023365611792283938 -0.024267796563309137 0.00096460199017243519 -0.018100944834622761 leaf_weight=3.8454177734965915 2.9500231382844504 162.27845518844697 1.4430963351333037 leaf_count=210 160 2366 134 internal_value=0 0.000398789 -0.0223291 internal_weight=0 166.124 4.39312 internal_count=2870 2576 294 is_linear=0 shrinkage=0.0224292 Tree=5443 num_leaves=4 num_cat=0 split_feature=42 160 376 split_gain=4.28003 5.82131 4.65864 threshold=-1.0000000180025095e-35 -0.081204999999999986 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015021716464036718 0.00043185317344236334 -0.013437535388047671 0.01970963900464924 leaf_weight=4.3363316807444816 138.09140770560771 21.333307471635635 6.5890043815597883 leaf_count=89 1987 669 125 internal_value=0 -0.00862237 0.00131228 internal_weight=0 25.6696 144.68 internal_count=2870 758 2112 is_linear=0 shrinkage=0.0224292 Tree=5444 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.52432 6.71508 threshold=-0.24462999999999999 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026359474349373677 -0.0022610410072466448 0.011910396299579115 leaf_weight=4.2688014945597379 140.15126166972186 19.095765058358666 leaf_count=64 2440 298 internal_value=0 -0.000560479 internal_weight=0 159.247 internal_count=2802 2738 is_linear=0 shrinkage=0.0224292 Tree=5445 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.32996 6.45315 threshold=-0.24462999999999999 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025996180004470137 -0.0022108829460153953 0.011722609724374999 leaf_weight=4.2320590388844712 140.11688330281322 18.968260666355491 leaf_count=64 2440 298 internal_value=0 -0.000548338 internal_weight=0 159.085 internal_count=2802 2738 is_linear=0 shrinkage=0.0224292 Tree=5446 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=5.14166 6.20083 threshold=-0.24462999999999999 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025634327601925192 -0.0021618237201222476 0.011536310098648035 leaf_weight=4.1962147392914622 140.08340646590659 18.843992085603531 leaf_count=64 2440 298 internal_value=0 -0.000536448 internal_weight=0 158.927 internal_count=2802 2738 is_linear=0 shrinkage=0.0224292 Tree=5447 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=4.94512 6.32477 threshold=-0.24462999999999999 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049130399804948226 -4.024419450467562e-05 0.00022889052132302385 leaf_weight=4.1858687941275994 141.75364929467469 19.153397544345353 leaf_count=64 2440 298 internal_value=0 -8.18468e-06 internal_weight=0 160.907 internal_count=2802 2738 is_linear=0 shrinkage=0.000439788 Tree=5448 num_leaves=4 num_cat=0 split_feature=403 484 376 split_gain=5.52131 3.84988 3.23008 threshold=-1.0000000180025095e-35 0.079155000000000017 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041020554698257438 2.337940762005033e-06 0.0001279696212307323 0.00026221498498922065 leaf_weight=10.113394411542684 147.89083820972883 3.4347893933736477 9.8486661119386536 leaf_count=628 2029 45 154 internal_value=0 -0.000273777 1.85935e-05 internal_weight=0 13.5482 157.74 internal_count=2856 673 2183 is_linear=0 shrinkage=0.000439788 Tree=5449 num_leaves=4 num_cat=0 split_feature=403 484 376 split_gain=5.29596 3.82351 3.23826 threshold=-1.0000000180025095e-35 0.079155000000000017 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020952683244111005 5.2548193268411826e-05 0.0065958866250617086 0.013412572193691906 leaf_weight=9.8403300499630841 145.77696163504152 3.4011403183540088 9.7174659759621118 leaf_count=628 2029 45 154 internal_value=0 -0.0138774 0.000889013 internal_weight=0 13.2415 155.494 internal_count=2856 673 2183 is_linear=0 shrinkage=0.0224292 Tree=5450 num_leaves=4 num_cat=0 split_feature=403 484 376 split_gain=5.26199 3.77897 3.2847 threshold=-1.0000000180025095e-35 0.079155000000000017 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004079811167751492 1.4388707001478627e-07 0.00012644139890795585 0.00026224525783325511 leaf_weight=9.9310551159142033 147.44225435880799 3.434991483038174 9.8477046657935698 leaf_count=628 2029 45 154 internal_value=0 -0.000270653 1.65835e-05 internal_weight=0 13.366 157.29 internal_count=2856 673 2183 is_linear=0 shrinkage=0.000439788 Tree=5451 num_leaves=4 num_cat=0 split_feature=403 475 376 split_gain=5.75974 3.90002 3.19296 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.048375000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040282400017483739 1.8025577473097644e-06 -0.00035850431427747464 0.00026041711249504007 leaf_weight=1.4388186489231873 148.3462974299764 12.328507622194591 9.8274932422209513 leaf_count=10 2029 663 154 internal_value=0 -0.00027849 1.79e-05 internal_weight=0 13.7673 158.174 internal_count=2856 673 2183 is_linear=0 shrinkage=0.000439788 Tree=5452 num_leaves=4 num_cat=0 split_feature=484 403 1 split_gain=5.2084 5.4325 1.67579 threshold=0.089025000000000007 -1.0000000180025095e-35 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022469675447516147 -0.00047429409288589678 6.3088015981613239e-05 -6.1178571399929653e-05 leaf_weight=13.902381454798158 5.1504320140011242 143.07044000564201 3.0120656575309113 leaf_count=650 161 1972 66 internal_value=0 3.7576e-05 -0.000322348 internal_weight=0 156.973 8.1625 internal_count=2849 2622 227 is_linear=0 shrinkage=0.000439788 Tree=5453 num_leaves=4 num_cat=0 split_feature=484 133 1 split_gain=5.27589 5.19932 1.59967 threshold=0.089025000000000007 -0.38664499999999996 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027295421257246114 -0.024330785242339541 0.002505592734123898 -0.0035665529180319397 leaf_weight=2.9843272411235366 5.0662876535134256 152.08215160208056 2.9605812764493749 leaf_count=155 161 2467 66 internal_value=0 0.00192877 -0.0166989 internal_weight=0 155.066 8.02687 internal_count=2849 2622 227 is_linear=0 shrinkage=0.0224292 Tree=5454 num_leaves=4 num_cat=0 split_feature=484 403 51 split_gain=5.07588 5.15891 1.5765 threshold=0.089025000000000007 -1.0000000180025095e-35 -0.07742499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01130742358289592 -0.029594026819319698 0.0031545582070754488 -0.008847085290359857 leaf_weight=13.583399829192784 2.8994427998550236 141.42581431586586 5.0676404733458176 leaf_count=650 50 1972 177 internal_value=0 0.00188602 -0.0164502 internal_weight=0 155.009 7.96708 internal_count=2849 2622 227 is_linear=0 shrinkage=0.0224292 Tree=5455 num_leaves=4 num_cat=0 split_feature=133 133 2 split_gain=4.9146 6.34924 0.10037 threshold=-0.38664499999999996 -0.15835999999999997 0.08400500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031776030259332594 0.027515627215607061 0.0007372625174683848 -0.022623416303686715 leaf_weight=1.4535720533749548 4.5668679761001831 155.23096647165221 1.5939602214493787 leaf_count=44 76 2614 115 internal_value=0 0.00150576 -0.0271596 internal_weight=0 159.798 3.04753 internal_count=2849 2690 159 is_linear=0 shrinkage=0.0224292 Tree=5456 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=3.65242 4.93292 threshold=1.0000000180025095e-35 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00073797955141828835 -0.018045392598411526 0.011261934623314153 leaf_weight=138.28688054429949 5.3548577316105357 19.667645869543776 leaf_count=2446 69 320 internal_value=0 0.000757365 internal_weight=0 157.955 internal_count=2835 2766 is_linear=0 shrinkage=0.0224292 Tree=5457 num_leaves=4 num_cat=0 split_feature=1 151 15 split_gain=3.57886 7.26586 4.70151 threshold=0.094655000000000017 -0.23315499999999997 0.034800000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.030357227802736097 0.0068525656367526408 -0.0035831311755409492 -0.010798150422873949 leaf_weight=3.2608473402215159 53.604915401374456 97.47838360973401 8.8262637762818468 leaf_count=44 719 1943 129 internal_value=0 -0.00247897 0.00435464 internal_weight=0 100.739 62.4312 internal_count=2835 1987 848 is_linear=0 shrinkage=0.0224292 Tree=5458 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=3.53344 4.65979 threshold=1.0000000180025095e-35 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00070628974023716564 -0.017768629574891292 0.011006690730609682 leaf_weight=138.1694990072283 5.3451654624659559 19.478608339530183 leaf_count=2446 69 320 internal_value=0 0.000742094 internal_weight=0 157.648 internal_count=2835 2766 is_linear=0 shrinkage=0.0224292 Tree=5459 num_leaves=4 num_cat=0 split_feature=1 158 15 split_gain=3.38762 7.18371 4.47705 threshold=0.094655000000000017 0.084965000000000027 0.034800000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010484516030564493 0.0066910095767715632 -0.028721363321288468 -0.010527579552298988 leaf_weight=95.682876601647877 53.392948315071408 4.9450317551381877 8.8387964579742384 leaf_count=1786 719 201 129 internal_value=0 -0.00241354 0.00424297 internal_weight=0 100.628 62.2317 internal_count=2835 1987 848 is_linear=0 shrinkage=0.0224292 Tree=5460 num_leaves=4 num_cat=0 split_feature=13 43 11 split_gain=5.23549 6.76555 5.93243 threshold=-0.09547499999999999 -0.062804999999999986 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01210804738046792 0.002944518841275614 -0.0071950600833742672 -0.010273393285730525 leaf_weight=27.049749187863199 60.578652008523932 72.95406877987989 7.6232765581225967 leaf_count=272 1263 1285 91 internal_value=0 -0.00259536 0.00718428 internal_weight=0 133.533 34.673 internal_count=2911 2548 363 is_linear=0 shrinkage=0.0224292 Tree=5461 num_leaves=4 num_cat=0 split_feature=130 13 43 split_gain=5.21239 4.1452 0.882699 threshold=0.085970000000000005 -0.09547499999999999 -0.16369999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0070646301225877348 -0.0072993081958187423 -0.0016891423771394599 -0.027105135494866255 leaf_weight=34.55375265472685 1.5847028639109337 127.82354405964725 4.1047997925925293 leaf_count=361 58 2227 265 internal_value=0 0.000174264 -0.0216315 internal_weight=0 162.377 5.6895 internal_count=2911 2588 323 is_linear=0 shrinkage=0.0224292 Tree=5462 num_leaves=4 num_cat=0 split_feature=130 13 43 split_gain=5.06029 3.9677 0.884162 threshold=0.085970000000000005 -0.09547499999999999 -0.16369999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069191332627360162 -0.0071506824591125269 -0.0016515016310413592 -0.027038279821653199 leaf_weight=34.490175240003737 1.5817885524302253 127.80519357891171 4.0236170293792375 leaf_count=361 58 2227 265 internal_value=0 0.000170485 -0.0214695 internal_weight=0 162.295 5.60541 internal_count=2911 2588 323 is_linear=0 shrinkage=0.0224292 Tree=5463 num_leaves=4 num_cat=0 split_feature=130 1375 43 split_gain=4.91213 3.84795 0.885335 threshold=0.085970000000000005 -0.072014999999999982 -0.16369999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013691843660027859 -0.0070045864861839396 0.0010276452299109995 -0.026971167405353449 leaf_weight=9.4704421882051957 1.5789922845724502 152.74517557943182 3.9441020795638897 leaf_count=111 58 2477 265 internal_value=0 0.000166785 -0.0213067 internal_weight=0 162.216 5.52309 internal_count=2911 2588 323 is_linear=0 shrinkage=0.0224292 Tree=5464 num_leaves=3 num_cat=0 split_feature=147 11 split_gain=3.67354 4.11976 threshold=0.089245000000000005 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00036909417270937717 0.01430034450309658 -0.017391210829666565 leaf_weight=152.54620000077557 9.0229234304279071 6.8471366475860114 leaf_count=2623 119 106 internal_value=0 -0.000395835 internal_weight=0 159.393 internal_count=2848 2729 is_linear=0 shrinkage=0.0224292 Tree=5465 num_leaves=4 num_cat=0 split_feature=158 403 15 split_gain=3.64733 4.00752 0.453428 threshold=0.10394000000000002 -1.0000000180025095e-35 -0.08100499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010454997902040908 -0.011109845222990609 0.0020033985739272902 -0.025964494069655824 leaf_weight=14.203345054382224 1.8156050379620863 149.78055763888551 2.5346300820237948 leaf_count=641 59 2038 110 internal_value=0 0.000923232 -0.0198404 internal_weight=0 163.984 4.35024 internal_count=2848 2679 169 is_linear=0 shrinkage=0.0224292 Tree=5466 num_leaves=3 num_cat=0 split_feature=2 12 split_gain=3.58003 3.85997 threshold=0.14816000000000004 0.1072 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0005643683520909227 0.017609731787988858 -0.015012411707628334 leaf_weight=153.94977295753779 5.8337919407931613 8.4227725934979372 leaf_count=2512 119 217 internal_value=0 -0.000245318 internal_weight=0 162.373 internal_count=2848 2729 is_linear=0 shrinkage=0.0224292 Tree=5467 num_leaves=4 num_cat=0 split_feature=403 13 11 split_gain=3.76384 5.77809 3.67314 threshold=-1.0000000180025095e-35 -0.10939499999999998 0.088315000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.000282217008281998 4.235231701206731e-05 -0.00036287208101452617 -0.00027869796902352988 leaf_weight=3.5322365626925594 148.41039459340391 11.029556753448558 7.2092367642035233 leaf_count=20 2071 651 106 internal_value=0 -0.000206229 2.7447e-05 internal_weight=0 14.5618 155.62 internal_count=2848 671 2177 is_linear=0 shrinkage=0.000439788 Tree=5468 num_leaves=4 num_cat=0 split_feature=403 403 147 split_gain=4.70031 5.81345 4.65863 threshold=0.092300000000000007 0.10150000000000002 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010968318906688791 0.035748571574878825 0.0011621853012877144 0.015174300867400759 leaf_weight=147.7873421596596 4.2013011868111771 5.8144536687177606 9.3970226572710072 leaf_count=2476 37 181 107 internal_value=0 0.0157105 -0.000122363 internal_weight=0 10.0158 157.184 internal_count=2801 218 2583 is_linear=0 shrinkage=0.0224292 Tree=5469 num_leaves=4 num_cat=0 split_feature=403 403 0 split_gain=4.22492 5.5223 4.5788 threshold=0.092300000000000007 0.10150000000000002 0.17491000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.57777558191977e-05 0.00067148031368615996 1.5768706822689207e-05 0.00040448894874723425 leaf_weight=154.19936473031703 4.24714998929994 5.9493245760095306 5.1634670294588423 leaf_count=2551 37 181 32 internal_value=0 0.000289638 -2.114e-06 internal_weight=0 10.1965 159.363 internal_count=2801 218 2583 is_linear=0 shrinkage=0.000439788 Tree=5470 num_leaves=4 num_cat=0 split_feature=15 15 40 split_gain=4.38976 8.31293 5.74416 threshold=-0.11532999999999999 -0.106555 -0.018084999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024829600898662439 0.00056932094542775865 2.254932185470142e-05 -0.00026637748393645242 leaf_weight=5.3208189675351631 5.5739751793444148 140.00141047303623 19.567689831543248 leaf_count=113 38 2304 346 internal_value=0 4.35567e-05 -0.000156241 internal_weight=0 145.575 24.8885 internal_count=2801 2342 459 is_linear=0 shrinkage=0.000439788 Tree=5471 num_leaves=4 num_cat=0 split_feature=15 15 40 split_gain=4.47642 8.33532 5.49166 threshold=-0.11532999999999999 -0.106555 -0.018084999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012401306191986868 0.029281824983872308 0.0012357258744611149 -0.013576044725217581 leaf_weight=5.1822365262778503 5.527323037851601 137.30082552875683 19.250588458497077 leaf_count=113 38 2304 346 internal_value=0 0.00232485 -0.00806083 internal_weight=0 142.828 24.4328 internal_count=2801 2342 459 is_linear=0 shrinkage=0.0224292 Tree=5472 num_leaves=4 num_cat=0 split_feature=160 0 52 split_gain=4.14745 5.57597 4.71467 threshold=0.086095000000000019 -0.11367499999999998 -0.071604999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001397499650126385 -0.00040809906430522367 -3.9771892264510977e-05 -5.1281966445646859e-06 leaf_weight=50.347218094510026 9.931546514155345 99.697711354339845 12.890884165710302 leaf_count=371 190 2139 133 internal_value=0 2.04764e-05 -0.000180682 internal_weight=0 150.045 22.8224 internal_count=2833 2510 323 is_linear=0 shrinkage=0.000439788 Tree=5473 num_leaves=4 num_cat=0 split_feature=160 0 52 split_gain=4.09962 5.61215 4.78434 threshold=0.086095000000000019 -0.11367499999999998 -0.071604999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013883620689673118 -0.00041066730108850556 -4.1303437197597136e-05 -4.4393206589430113e-06 leaf_weight=50.245309025223833 9.9043312998546771 99.978672482415277 12.894095685158389 leaf_count=371 190 2139 133 internal_value=0 1.89577e-05 -0.000181113 internal_weight=0 150.224 22.7984 internal_count=2833 2510 323 is_linear=0 shrinkage=0.000439788 Tree=5474 num_leaves=4 num_cat=0 split_feature=160 16 52 split_gain=4.28755 5.21861 4.89033 threshold=0.086095000000000019 -0.082914999999999975 -0.071604999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00623356249663735 -0.021469573823013798 -0.0024032690891918366 -0.00034058149816634109 leaf_weight=58.615427992932382 9.6883254742133449 88.020029233099194 12.74837062586448 leaf_count=922 190 1588 133 internal_value=0 0.00104954 -0.00947473 internal_weight=0 146.635 22.4367 internal_count=2833 2510 323 is_linear=0 shrinkage=0.0224292 Tree=5475 num_leaves=4 num_cat=0 split_feature=160 0 52 split_gain=4.0544 4.68676 4.62697 threshold=0.086095000000000019 -0.11367499999999998 -0.071604999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012978387485964657 -0.00040759189520454966 -3.5758157238722496e-05 -6.148853910435128e-06 leaf_weight=49.770330026105512 9.7802220213634445 98.537462911095645 12.816729539015794 leaf_count=371 190 2139 133 internal_value=0 1.98053e-05 -0.000180095 internal_weight=0 148.308 22.597 internal_count=2833 2510 323 is_linear=0 shrinkage=0.000439788 Tree=5476 num_leaves=4 num_cat=0 split_feature=13 132 15 split_gain=4.09618 5.1978 4.64289 threshold=-0.094744999999999982 0.08018500000000002 -0.089284999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.8638140108432195e-05 -6.9556852444848402e-05 0.00023577798077153905 0.00024973538853427946 leaf_weight=12.200811629358212 120.41760874885222 11.825156372564377 21.8995403253939 leaf_count=161 2235 221 214 internal_value=0 -4.22237e-05 0.000128686 internal_weight=0 132.243 34.1004 internal_count=2831 2456 375 is_linear=0 shrinkage=0.000439788 Tree=5477 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=4.09148 5.15358 threshold=-0.18648999999999996 -0.087004999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023173660838582036 -0.00030395596679556311 -3.8001136687135569e-06 leaf_weight=12.771531085018067 11.97502323775552 142.63984103730036 leaf_count=67 111 2653 internal_value=0 -2.7082e-05 internal_weight=0 154.615 internal_count=2831 2764 is_linear=0 shrinkage=0.000439788 Tree=5478 num_leaves=4 num_cat=0 split_feature=13 132 12 split_gain=4.19667 5.11505 4.64798 threshold=-0.094744999999999982 0.08018500000000002 -0.051479999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025105234735097587 -6.6422325718425561e-05 0.00023513219056319043 0.00020028990830411365 leaf_weight=5.1753407303476697 121.11278379440773 11.934270896832457 29.391235760936979 leaf_count=79 2235 221 296 internal_value=0 -3.93431e-05 0.000132613 internal_weight=0 133.047 34.5666 internal_count=2831 2456 375 is_linear=0 shrinkage=0.000439788 Tree=5479 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.93019 5.33378 threshold=-0.18648999999999996 -0.087004999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011749418366043918 -0.015786174934114452 -6.6758890576802855e-05 leaf_weight=12.575444270391015 11.757488669711163 139.37216523520328 leaf_count=67 111 2653 internal_value=0 -0.00129153 internal_weight=0 151.13 internal_count=2831 2764 is_linear=0 shrinkage=0.0224292 Tree=5480 num_leaves=3 num_cat=0 split_feature=13 1212 split_gain=5.70224 5.08501 threshold=-0.51961499999999983 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046486016358604347 -0.00045804602897518763 4.1888884329423657e-05 leaf_weight=4.6150169637985519 4.0140058955294071 161.99138388979918 leaf_count=53 230 2587 internal_value=0 2.97492e-05 internal_weight=0 166.005 internal_count=2870 2817 is_linear=0 shrinkage=0.000439788 Tree=5481 num_leaves=3 num_cat=0 split_feature=13 1212 split_gain=5.83893 4.92822 threshold=-0.51961499999999983 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024052238245995936 -0.023335297643207967 0.0021771342173439951 leaf_weight=4.5821554916910818 3.8832547050260464 159.38943785248557 leaf_count=53 230 2587 internal_value=0 0.00156769 internal_weight=0 163.273 internal_count=2870 2817 is_linear=0 shrinkage=0.0224292 Tree=5482 num_leaves=3 num_cat=0 split_feature=13 1212 split_gain=5.19048 4.97913 threshold=-0.51961499999999983 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043885779705536026 -0.00045752200351164922 4.0278503433916058e-05 leaf_weight=4.7100783067289731 3.9624109048745586 162.52544513256726 leaf_count=53 230 2587 internal_value=0 2.83798e-05 internal_weight=0 166.488 internal_count=2870 2817 is_linear=0 shrinkage=0.000439788 Tree=5483 num_leaves=3 num_cat=0 split_feature=13 1212 split_gain=5.5129 4.80011 threshold=-0.51961499999999983 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023226058766188017 -0.023310677110824313 0.0021259009276259773 leaf_weight=4.6349014049628741 3.8025921893422483 159.4538590759912 leaf_count=53 230 2587 internal_value=0 0.00153077 internal_weight=0 163.256 internal_count=2870 2817 is_linear=0 shrinkage=0.0224292 Tree=5484 num_leaves=3 num_cat=0 split_feature=9 4 split_gain=4.27957 5.78601 threshold=-0.016839999999999997 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046015600472640891 -0.00039206842095443768 1.8864554804288215e-05 leaf_weight=4.0201553081860757 6.8897482492029658 162.49958314960531 leaf_count=89 107 2627 internal_value=0 2.10795e-06 internal_weight=0 169.389 internal_count=2823 2734 is_linear=0 shrinkage=0.000439788 Tree=5485 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.96636 5.55477 threshold=-0.24487499999999998 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015418142038743175 0.00072263602862916579 0.023749721816267878 leaf_weight=7.2707837840425773 157.85659837391722 5.433055624831467 leaf_count=104 2628 91 internal_value=0 0.00149149 internal_weight=0 163.29 internal_count=2823 2719 is_linear=0 shrinkage=0.0224292 Tree=5486 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.63716 5.58729 threshold=-0.24487499999999998 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028593896834306948 1.3436746452025179e-05 0.00046555066690791091 leaf_weight=7.4216875836718819 159.97854894175543 5.4484517837990998 leaf_count=104 2628 91 internal_value=0 2.83794e-05 internal_weight=0 165.427 internal_count=2823 2719 is_linear=0 shrinkage=0.000439788 Tree=5487 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.77 5.43617 threshold=-0.24487499999999998 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014988979090041916 0.00070569995247839353 0.023717524854974557 leaf_weight=7.306496728793717 157.90369272006501 5.319970002572517 leaf_count=104 2628 91 internal_value=0 0.00145841 internal_weight=0 163.224 internal_count=2823 2719 is_linear=0 shrinkage=0.0224292 Tree=5488 num_leaves=3 num_cat=0 split_feature=1447 1374 split_gain=4.97284 3.73944 threshold=-0.086059999999999984 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051532933114726599 1.0477274328571249e-05 -0.0004076439146452119 leaf_weight=3.6791399102803544 159.29787839725032 4.228244822472333 leaf_count=92 2688 50 internal_value=0 -3.80278e-07 internal_weight=0 163.526 internal_count=2830 2738 is_linear=0 shrinkage=0.000439788 Tree=5489 num_leaves=3 num_cat=0 split_feature=1447 1213 split_gain=4.92006 3.72113 threshold=-0.086059999999999984 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0005094159025996628 -0.00047336481674745655 7.1579976039100096e-06 leaf_weight=3.7001133659650796 3.158874614397063 162.4253210823008 leaf_count=92 243 2495 internal_value=0 -2.06252e-06 internal_weight=0 165.584 internal_count=2830 2738 is_linear=0 shrinkage=0.000439788 Tree=5490 num_leaves=3 num_cat=0 split_feature=1447 1374 split_gain=5.04007 3.80248 threshold=-0.086059999999999984 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00051594251684825303 9.2152569663209099e-06 -0.0004094767222908423 leaf_weight=3.7007216941565266 160.66851277551177 4.2886964841745785 leaf_count=92 2688 50 internal_value=0 -1.71637e-06 internal_weight=0 164.957 internal_count=2830 2738 is_linear=0 shrinkage=0.000439788 Tree=5491 num_leaves=3 num_cat=0 split_feature=1447 1374 split_gain=5.11662 3.58078 threshold=-0.086059999999999984 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049469590896342869 -1.7343929855181117e-05 -0.00042369429702322726 leaf_weight=3.6851484441722269 160.75984515019081 4.2876922462601206 leaf_count=92 2688 50 internal_value=0 -2.79481e-05 internal_weight=0 165.048 internal_count=2830 2738 is_linear=0 shrinkage=0.000439788 Tree=5492 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=4.01668 5.8357 5.76488 threshold=0.088995000000000005 -0.23232499999999998 -0.063914999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026221007918701737 -0.013538359243372544 0.0024583354307010884 0.0087975466037016701 leaf_weight=5.3809806487988672 17.629530226695355 139.97279864393931 8.6525112082017568 leaf_count=49 257 2451 79 internal_value=0 0.00334135 -0.00618394 internal_weight=0 145.354 26.282 internal_count=2836 2500 336 is_linear=0 shrinkage=0.0224292 Tree=5493 num_leaves=3 num_cat=0 split_feature=39 128 split_gain=4.00113 4.49832 threshold=-1.0000000180025095e-35 0.086435000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030178994604275472 5.9774261970167368e-05 -0.00036241174816601193 leaf_weight=6.5863862488185978 163.18277349340497 5.0128939344212986 leaf_count=64 2580 192 internal_value=0 4.71517e-05 internal_weight=0 168.196 internal_count=2836 2772 is_linear=0 shrinkage=0.000439788 Tree=5494 num_leaves=3 num_cat=0 split_feature=39 48 split_gain=3.96938 4.50313 threshold=-1.0000000180025095e-35 0.12796000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015317168399500118 0.0033248192609131922 -0.014458364729451849 leaf_weight=6.5078838824992991 157.57707901488902 7.485909964219899 leaf_count=64 2694 78 internal_value=0 0.00251674 internal_weight=0 165.063 internal_count=2836 2772 is_linear=0 shrinkage=0.0224292 Tree=5495 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=4.00147 5.79432 5.66283 threshold=0.088995000000000005 -0.23232499999999998 -0.063914999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051020733014018411 -0.00026455490752368518 4.63921435244368e-05 0.00016635082281334014 leaf_weight=5.3881072844378641 17.791061191965131 142.76517012537079 8.8041453012265247 leaf_count=49 257 2451 79 internal_value=0 6.3324e-05 -0.00012189 internal_weight=0 148.153 26.5952 internal_count=2836 2500 336 is_linear=0 shrinkage=0.000439788 Tree=5496 num_leaves=4 num_cat=0 split_feature=42 1 1374 split_gain=6.10297 6.13731 5.19887 threshold=-1.0000000180025095e-35 0.10892500000000001 0.084470000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030607596506248538 6.233624172709069e-05 0.00016421803569539718 -0.00039002026997762834 leaf_weight=19.938861107570123 142.46988387060992 7.3271550551289684 5.0706500944215795 leaf_count=705 1984 70 83 internal_value=0 -0.000179668 4.67413e-05 internal_weight=0 27.266 147.541 internal_count=2842 775 2067 is_linear=0 shrinkage=0.000439788 Tree=5497 num_leaves=4 num_cat=0 split_feature=42 1 483 split_gain=5.80273 5.99912 4.58308 threshold=-1.0000000180025095e-35 0.10892500000000001 0.086680000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015522333751338935 0.0032651581973005403 0.0083596409650753527 -0.014465027357546911 leaf_weight=19.478616609339955 137.84865667851409 7.2484412745106956 7.7276641167263724 leaf_count=705 1820 70 247 internal_value=0 -0.00904414 0.00232221 internal_weight=0 26.7271 145.576 internal_count=2842 775 2067 is_linear=0 shrinkage=0.0224292 Tree=5498 num_leaves=4 num_cat=0 split_feature=42 1 1374 split_gain=5.7093 6.05981 5.44628 threshold=-1.0000000180025095e-35 0.10892500000000001 0.084470000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003000345288151815 6.2461324391515803e-05 0.00016749020689270957 -0.00039875015672733712 leaf_weight=19.738203592038193 142.27706300611317 7.3453341040294609 5.1117402313975608 leaf_count=705 1984 70 83 internal_value=0 -0.000173208 4.6416e-05 internal_weight=0 27.0835 147.389 internal_count=2842 775 2067 is_linear=0 shrinkage=0.000439788 Tree=5499 num_leaves=4 num_cat=0 split_feature=133 1374 1 split_gain=5.49718 4.91648 0.180602 threshold=0.13793500000000003 0.084470000000000003 0.079110000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7105258678516946e-05 -0.00052248868430463747 -0.0003990721748261575 -0.00032705089595859909 leaf_weight=164.51802539596247 3.1352186169242477 5.1357811819761983 1.4892157884314654 leaf_count=2471 185 86 100 internal_value=0 2.38578e-05 -0.000461155 internal_weight=0 169.654 4.62443 internal_count=2842 2557 285 is_linear=0 shrinkage=0.000439788 Tree=5500 num_leaves=4 num_cat=0 split_feature=43 150 16 split_gain=5.05653 6.93925 6.15086 threshold=-0.074359999999999996 0.09202500000000001 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0073341984409406053 -0.0012408307175633478 -0.015885891371255036 -0.016655393761589646 leaf_weight=54.788974351904471 89.491801185591612 7.3237787071848279 15.222174455135244 leaf_count=990 1490 122 254 internal_value=0 0.00459225 -0.00348426 internal_weight=0 62.1128 104.714 internal_count=2856 1112 1744 is_linear=0 shrinkage=0.0224292 Tree=5501 num_leaves=4 num_cat=0 split_feature=43 150 16 split_gain=4.83287 6.64164 5.90504 threshold=-0.074359999999999996 0.09202500000000001 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0071651073084609621 -0.001212916243772378 -0.015586226129739643 -0.016338062923940577 leaf_weight=54.824125905535766 89.498340894169814 7.2978279106318942 15.170739014502031 leaf_count=990 1490 122 254 internal_value=0 0.00448841 -0.00340774 internal_weight=0 62.122 104.669 internal_count=2856 1112 1744 is_linear=0 shrinkage=0.0224292 Tree=5502 num_leaves=4 num_cat=0 split_feature=43 48 16 split_gain=4.61905 6.41992 5.66832 threshold=-0.074359999999999996 0.086665000000000006 0.15737500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.920383085015732e-05 -0.0011856312912864387 0.016366834920117722 -0.016025278452483836 leaf_weight=45.629792586900294 89.504764209741552 16.502225628093584 15.12087922284263 leaf_count=906 1490 206 254 internal_value=0 0.00438685 -0.00333284 internal_weight=0 62.132 104.626 internal_count=2856 1112 1744 is_linear=0 shrinkage=0.0224292 Tree=5503 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=4.51906 4.54989 0.194893 threshold=-0.092224999999999988 -0.22295999999999996 0.088405000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045984085060308931 -0.00018650125204749864 3.2336893998195246e-05 -0.0002646618633439621 leaf_weight=3.8494979099195907 21.070067568682134 142.79429356422042 1.4644260613713411 leaf_count=274 216 2292 74 internal_value=0 4.17972e-06 -0.000407193 internal_weight=0 163.864 5.31392 internal_count=2856 2508 348 is_linear=0 shrinkage=0.000439788 Tree=5504 num_leaves=4 num_cat=0 split_feature=457 9 1 split_gain=7.4921 6.53742 3.52414 threshold=0.069705000000000003 -1.0000000180025095e-35 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049195971613190642 -5.0593563252634332e-06 -8.5278707154082543e-05 0.00029921576900257004 leaf_weight=3.8844042793498366 12.650375533383341 136.55086961587949 17.59066676889779 leaf_count=84 107 2532 154 internal_value=0 -6.92477e-05 0.000172009 internal_weight=0 140.435 30.241 internal_count=2877 2616 261 is_linear=0 shrinkage=0.000439788 Tree=5505 num_leaves=4 num_cat=0 split_feature=457 9 1 split_gain=7.14006 6.41987 3.44982 threshold=0.069705000000000003 -1.0000000180025095e-35 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02515605128008043 -0.00045231025169204474 -0.0044202792691230113 0.015013871741100629 leaf_weight=3.7780886170221484 12.517518358537929 133.68145129503682 17.236149486445356 leaf_count=84 107 2532 154 internal_value=0 -0.00360399 0.00851105 internal_weight=0 137.46 29.7537 internal_count=2877 2616 261 is_linear=0 shrinkage=0.0224292 Tree=5506 num_leaves=4 num_cat=0 split_feature=42 457 160 split_gain=7.05926 7.74527 7.01709 threshold=-1.0000000180025095e-35 0.069705000000000003 -0.064629999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016798708040291894 -3.8036577432837568e-05 0.00022435507133410217 -0.00037096638330117506 leaf_weight=6.1534670065375421 116.7454058767762 26.722251453786157 19.27076679925085 leaf_count=127 1877 218 655 internal_value=0 1.08598e-05 -0.000240494 internal_weight=0 143.468 25.4242 internal_count=2877 2095 782 is_linear=0 shrinkage=0.000439788 Tree=5507 num_leaves=4 num_cat=0 split_feature=42 12 457 split_gain=6.86611 8.86628 7.5719 threshold=-1.0000000180025095e-35 0.012345000000000004 0.069705000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011754973446797367 -0.0019863508154917739 -0.025496526121005832 0.011305346203897131 leaf_weight=12.467657540342772 115.43287311992026 12.590221276186638 26.493397987273056 leaf_count=130 1877 652 218 internal_value=0 -0.012235 0.000495999 internal_weight=0 25.0579 141.926 internal_count=2877 782 2095 is_linear=0 shrinkage=0.0224292 Tree=5508 num_leaves=4 num_cat=0 split_feature=160 47 4 split_gain=4.8459 4.39078 0.0426469 threshold=-0.25833999999999996 0.087850000000000025 -0.10701499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005249109045848021 5.9502116206390187e-05 -0.00013547359720473626 -0.00041275804986042812 leaf_weight=1.6757503574481236 138.35355702046945 26.6215320713236 2.2971544046013141 leaf_count=35 2312 326 204 internal_value=0 2.80274e-05 -0.000462348 internal_weight=0 164.975 3.9729 internal_count=2877 2638 239 is_linear=0 shrinkage=0.000439788 Tree=5509 num_leaves=4 num_cat=0 split_feature=160 47 4 split_gain=4.73504 4.31211 0.0415334 threshold=-0.25833999999999996 0.087850000000000025 -0.10701499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026718317245768976 0.0030688593768893914 -0.0068428788185289288 -0.020990020518557691 leaf_weight=1.6481923926621678 136.8570044105436 26.309760776523035 2.2310920102099763 leaf_count=35 2312 326 204 internal_value=0 0.00147003 -0.0235427 internal_weight=0 163.167 3.87928 internal_count=2877 2638 239 is_linear=0 shrinkage=0.0224292 Tree=5510 num_leaves=4 num_cat=0 split_feature=160 47 4 split_gain=4.60247 4.12103 0.0408309 threshold=-0.25833999999999996 0.087850000000000025 -0.10701499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026620648812507711 0.0030001291063583707 -0.0066895741044955574 -0.020881989887533477 leaf_weight=1.617551780305803 136.8528470526071 26.309511419502087 2.1928648921602862 leaf_count=35 2312 326 204 internal_value=0 0.00143709 -0.0234387 internal_weight=0 163.162 3.81042 internal_count=2877 2638 239 is_linear=0 shrinkage=0.0224292 Tree=5511 num_leaves=4 num_cat=0 split_feature=160 0 4 split_gain=4.47354 4.10845 0.0402242 threshold=-0.25833999999999996 0.062580000000000011 -0.10701499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026524663858533245 0.00022736914446443038 0.012161895114536008 -0.020771802875256731 leaf_weight=1.5874026636593046 147.07821486258763 16.080345946422312 2.1555751768755718 leaf_count=35 2474 164 204 internal_value=0 0.00140488 -0.0233338 internal_weight=0 163.159 3.74298 internal_count=2877 2638 239 is_linear=0 shrinkage=0.0224292 Tree=5512 num_leaves=4 num_cat=0 split_feature=1 39 13 split_gain=8.73613 4.14088 1.76638 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=-0.0004407988478348105 0.00052494327516428604 -6.3152457435156995e-05 0.00018302654139566501 leaf_weight=5.8332127630710593 4.1407871663977849 139.43526146867225 9.9544584040413593 leaf_count=52 125 2572 113 internal_value=0 -7.83727e-05 0.000284046 internal_weight=0 145.268 14.0952 internal_count=2862 2624 238 is_linear=0 shrinkage=0.000439788 Tree=5513 num_leaves=4 num_cat=0 split_feature=1 39 13 split_gain=8.78554 4.1176 1.76201 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=-0.00043986037479732906 0.00052696006281657424 -6.2736969696763063e-05 0.00018498503862725423 leaf_weight=5.8154604192823163 4.1219358199450644 139.59882582249702 9.9697211613529344 leaf_count=52 125 2572 113 internal_value=0 -7.78748e-05 0.000285593 internal_weight=0 145.414 14.0917 internal_count=2862 2624 238 is_linear=0 shrinkage=0.000439788 Tree=5514 num_leaves=4 num_cat=0 split_feature=1 39 13 split_gain=8.45042 4.19877 1.78601 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=-0.022622283723793477 0.026940523762272375 -0.0031564275392542513 0.0092008713883833474 leaf_weight=5.7907385118305674 4.0259613285015794 138.06027571117738 9.8327103141928074 leaf_count=52 125 2572 113 internal_value=0 -0.00394293 0.0143842 internal_weight=0 143.851 13.8587 internal_count=2862 2624 238 is_linear=0 shrinkage=0.0224292 Tree=5515 num_leaves=4 num_cat=0 split_feature=1 133 13 split_gain=8.36187 3.98798 1.71763 threshold=0.12856000000000004 -0.10927999999999999 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035075290988931246 0.00051796920795136269 -5.5391927712138405e-05 0.00018057825016788828 leaf_weight=9.4321866950631357 4.1168822113249908 137.35035066085402 10.047146892175077 leaf_count=304 125 2320 113 internal_value=0 -7.44149e-05 0.000279209 internal_weight=0 146.783 14.164 internal_count=2862 2624 238 is_linear=0 shrinkage=0.000439788 Tree=5516 num_leaves=3 num_cat=0 split_feature=1373 132 split_gain=4.13592 3.60643 threshold=0.089210000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0002746442677905579 -0.00037892977228309486 6.7690447801698524e-05 leaf_weight=6.1614273016893994 4.3386381850577882 161.32692758927442 leaf_count=286 34 2480 internal_value=0 5.5067e-05 internal_weight=0 167.488 internal_count=2800 2766 is_linear=0 shrinkage=0.000439788 Tree=5517 num_leaves=3 num_cat=0 split_feature=1373 132 split_gain=4.19504 3.65048 threshold=0.089210000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027739390612854494 -0.0003831932149487715 6.4385037465052017e-05 leaf_weight=6.2600703193602376 4.3848250880837432 161.89395328421233 leaf_count=286 34 2480 internal_value=0 5.16312e-05 internal_weight=0 168.154 internal_count=2800 2766 is_linear=0 shrinkage=0.000439788 Tree=5518 num_leaves=3 num_cat=0 split_feature=1373 132 split_gain=4.12525 3.76208 threshold=0.089210000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027968130051928886 -0.00037779827676775866 6.8099915817578524e-05 leaf_weight=6.2299210691562612 4.3482432891614726 161.62616614392027 leaf_count=286 34 2480 internal_value=0 5.51618e-05 internal_weight=0 167.856 internal_count=2800 2766 is_linear=0 shrinkage=0.000439788 Tree=5519 num_leaves=3 num_cat=0 split_feature=1373 132 split_gain=4.18014 3.6131 threshold=0.089210000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027645157107415643 -0.00038164884132006939 6.7605777502021885e-05 leaf_weight=6.1095329227900939 4.3319927295669904 161.0215303501318 leaf_count=286 34 2480 internal_value=0 5.49985e-05 internal_weight=0 167.131 internal_count=2800 2766 is_linear=0 shrinkage=0.000439788 Tree=5520 num_leaves=4 num_cat=0 split_feature=50 12 15 split_gain=4.88945 6.62229 4.38413 threshold=0.088385000000000005 -1.0000000180025095e-35 -0.26248499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017374540470188791 0.018445290854993794 -0.021423551467790822 -0.00035564475465631282 leaf_weight=7.3512370476382776 2.587847586371935 10.730922261631347 145.89287583834084 leaf_count=200 33 480 2150 internal_value=0 -0.0136617 0.000496944 internal_weight=0 13.3188 153.244 internal_count=2863 513 2350 is_linear=0 shrinkage=0.0224292 Tree=5521 num_leaves=4 num_cat=0 split_feature=50 12 15 split_gain=4.93941 6.44118 4.54146 threshold=0.088385000000000005 -1.0000000180025095e-35 -0.26248499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003432775087565612 0.00035464243899870112 -0.00041606372266513318 -7.237608713308523e-06 leaf_weight=7.4932224670192218 2.5819853971479452 10.873183798597891 147.97631964716129 leaf_count=200 33 480 2150 internal_value=0 -0.000267876 9.69637e-06 internal_weight=0 13.4552 155.47 internal_count=2863 513 2350 is_linear=0 shrinkage=0.000439788 Tree=5522 num_leaves=4 num_cat=0 split_feature=50 12 52 split_gain=4.73672 6.41084 4.32717 threshold=0.088385000000000005 -1.0000000180025095e-35 -0.51745999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02381130606236808 0.018264037232177118 -0.021216940196353853 0.0010709860376145555 leaf_weight=3.5815492373658335 2.5543839034507974 10.594860307188354 149.59503168235824 leaf_count=172 33 480 2178 internal_value=0 -0.013532 0.000486297 internal_weight=0 13.1492 153.177 internal_count=2863 513 2350 is_linear=0 shrinkage=0.0224292 Tree=5523 num_leaves=4 num_cat=0 split_feature=50 12 15 split_gain=4.84252 6.38842 4.60793 threshold=0.088385000000000005 -1.0000000180025095e-35 -0.26248499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003436083009221923 0.00035116624068817412 -0.00041384107244604707 -9.1502326194252164e-06 leaf_weight=7.505952527280896 2.6009192987694396 10.916326252561701 148.46616417243786 leaf_count=200 33 480 2150 internal_value=0 -0.000266355 7.86578e-06 internal_weight=0 13.5172 155.972 internal_count=2863 513 2350 is_linear=0 shrinkage=0.000439788 Tree=5524 num_leaves=4 num_cat=0 split_feature=43 376 0 split_gain=4.72616 4.551 3.91711 threshold=-0.15765999999999997 0.08801500000000001 -0.077944999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6494499715266404e-05 -4.2423323812926658e-05 0.00042237997449968599 0.00033746303898588638 leaf_weight=7.1108107119507649 139.91525992009701 4.1774983469513236 13.328135473188011 leaf_count=115 2507 60 96 internal_value=0 -2.88937e-05 0.000196993 internal_weight=0 144.093 20.4389 internal_count=2778 2567 211 is_linear=0 shrinkage=0.000439788 Tree=5525 num_leaves=3 num_cat=0 split_feature=124 38 split_gain=5.23512 4.57112 threshold=0.11158000000000001 0.089560000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.191045088228041e-05 0.024541976616421136 -0.024064255724778372 leaf_weight=154.55623305987683 4.2454140263143918 4.0643073410028583 leaf_count=2699 26 53 internal_value=0 -0.000640765 internal_weight=0 158.621 internal_count=2778 2752 is_linear=0 shrinkage=0.0224292 Tree=5526 num_leaves=3 num_cat=0 split_feature=124 43 split_gain=5.03039 4.18754 threshold=0.11158000000000001 -0.50992999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00035572561266361248 0.00047005314232843193 -2.6563571545850696e-05 leaf_weight=5.7282866793684653 4.2633289934601626 155.05096054892056 leaf_count=45 26 2707 internal_value=0 -1.29026e-05 internal_weight=0 160.779 internal_count=2778 2752 is_linear=0 shrinkage=0.000439788 Tree=5527 num_leaves=3 num_cat=0 split_feature=38 43 split_gain=4.61066 4.92527 threshold=0.089560000000000015 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011212414867119045 -0.023514509626586012 -0.00085061183354743304 leaf_weight=19.376634520856896 4.0645784064254249 139.42436450681998 leaf_count=199 53 2526 internal_value=0 0.000622469 internal_weight=0 158.801 internal_count=2778 2725 is_linear=0 shrinkage=0.0224292 Tree=5528 num_leaves=3 num_cat=0 split_feature=1186 1 split_gain=4.03135 4.04047 threshold=0.085080000000000003 0.10413000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.3053671612588536e-05 0.00035349811197809969 9.9168414194445597e-05 leaf_weight=114.4208702595206 6.1684061309788367 47.79913438911899 leaf_count=2166 68 621 internal_value=0 -8.19409e-06 internal_weight=0 162.22 internal_count=2855 2787 is_linear=0 shrinkage=0.000439788 Tree=5529 num_leaves=4 num_cat=0 split_feature=403 393 1 split_gain=4.51217 8.15676 5.08826 threshold=0.086810000000000012 0.085075000000000012 0.10413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.8845736794304735e-05 4.6795714745554234e-05 0.00082909991513710555 0.00010384209873094931 leaf_weight=107.83148952570627 9.9417067298491002 3.462345997337251 47.533337840402965 leaf_count=1986 256 15 598 internal_value=0 0.000249761 -1.60062e-05 internal_weight=0 13.4041 155.365 internal_count=2855 271 2584 is_linear=0 shrinkage=0.000439788 Tree=5530 num_leaves=4 num_cat=0 split_feature=403 393 1 split_gain=4.86047 8.09054 4.70302 threshold=0.086810000000000012 0.085075000000000012 0.10413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034195294706394325 0.002910399705486818 0.042863457534810141 0.0051235193206290251 leaf_weight=106.27812754076149 9.745757094700819 3.4357141035143277 46.62309215584537 leaf_count=1986 256 15 598 internal_value=0 0.013371 -0.000814243 internal_weight=0 13.1815 152.901 internal_count=2855 271 2584 is_linear=0 shrinkage=0.0224292 Tree=5531 num_leaves=3 num_cat=0 split_feature=1429 16 split_gain=4.32708 4.79556 threshold=-1.0000000180025095e-35 -0.091594999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045805106557161726 -8.9960846951823954e-05 6.9495131482505355e-05 leaf_weight=3.7755242625134988 54.391777967975941 110.67352937575197 leaf_count=132 765 1958 internal_value=0 1.69474e-05 internal_weight=0 165.065 internal_count=2855 2723 is_linear=0 shrinkage=0.000439788 Tree=5532 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=5.23526 4.45043 threshold=0.09309000000000002 -0.13653999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013204319374511122 -0.00046899331689218953 -2.7492747022865374e-05 leaf_weight=47.654602694063215 4.3485130926128468 116.36497523680737 leaf_count=368 52 2405 internal_value=0 1.88691e-05 internal_weight=0 164.02 internal_count=2825 2773 is_linear=0 shrinkage=0.000439788 Tree=5533 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=4.98552 4.20243 threshold=0.09309000000000002 -0.13653999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013028636482743342 -0.0004590661513184698 -2.5277144489422301e-05 leaf_weight=47.414543978084112 4.291471652686595 115.04274599194468 leaf_count=368 52 2405 internal_value=0 2.01354e-05 internal_weight=0 162.457 internal_count=2825 2773 is_linear=0 shrinkage=0.000439788 Tree=5534 num_leaves=3 num_cat=0 split_feature=1374 33 split_gain=4.95069 3.6124 threshold=0.09309000000000002 -0.007134999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036933163766049714 -0.00045891614073269847 2.8762684180819418e-05 leaf_weight=4.5154476901516309 4.3072725259698919 158.9087739785391 leaf_count=39 52 2734 internal_value=0 1.77214e-05 internal_weight=0 163.424 internal_count=2825 2773 is_linear=0 shrinkage=0.000439788 Tree=5535 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=4.91991 4.32763 threshold=0.09309000000000002 -0.13653999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013205434133655358 -0.0004557480942164477 -2.5609911426969346e-05 leaf_weight=47.502584467030829 4.290128188673406 115.5233540045956 leaf_count=368 52 2405 internal_value=0 2.03405e-05 internal_weight=0 163.026 internal_count=2825 2773 is_linear=0 shrinkage=0.000439788 Tree=5536 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=7.32333 5.9783 threshold=0.26746000000000009 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025710731010793528 -0.0005942290436325232 -2.7195962779061506e-05 leaf_weight=15.788725606165825 4.0938913453137493 150.50242146762321 leaf_count=155 73 2629 internal_value=0 -1.76008e-07 internal_weight=0 166.291 internal_count=2857 2784 is_linear=0 shrinkage=0.000439788 Tree=5537 num_leaves=4 num_cat=0 split_feature=16 0 43 split_gain=6.71086 4.17981 1.26574 threshold=0.51434500000000016 -0.061889999999999994 -0.077954999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019472115331665226 -0.039275403310787965 0.0065102469376224301 -0.015981218409461078 leaf_weight=124.54601081574219 2.2090217667282559 38.458731103950413 2.5756728316046056 leaf_count=2268 27 441 121 internal_value=0 4.87383e-05 -0.0268491 internal_weight=0 163.005 4.78469 internal_count=2857 2709 148 is_linear=0 shrinkage=0.0224292 Tree=5538 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=7.4183 5.92918 threshold=0.26746000000000009 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002573616594581167 -0.00059734979105301373 -2.6252568115719706e-05 leaf_weight=15.737424035905859 4.0915899333194821 149.78309523400094 leaf_count=155 73 2629 internal_value=0 7.39584e-07 internal_weight=0 165.521 internal_count=2857 2784 is_linear=0 shrinkage=0.000439788 Tree=5539 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=6.65738 5.87488 threshold=0.26667500000000005 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025650429336764106 -0.00055820695943178229 -2.5707221927517456e-05 leaf_weight=15.746665960235985 4.2015402506222008 150.07602163135016 leaf_count=153 77 2627 internal_value=0 1.11827e-06 internal_weight=0 165.823 internal_count=2857 2780 is_linear=0 shrinkage=0.000439788 Tree=5540 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=5.47425 6.8747 6.76345 threshold=-0.099659999999999985 0.093225000000000016 0.088005000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0096835081828994026 -0.0054120715454623698 0.011641287713767722 -0.0059178312567251534 leaf_weight=50.380526400054805 81.207926640192454 13.913581196422454 19.329430125741055 leaf_count=426 2051 194 155 internal_value=0 -0.00291581 0.00535708 internal_weight=0 95.1215 69.71 internal_count=2826 2245 581 is_linear=0 shrinkage=0.0224292 Tree=5541 num_leaves=4 num_cat=0 split_feature=1212 1456 1 split_gain=4.46782 4.14814 0.334343 threshold=0.087800000000000017 -1.0000000180025095e-35 0.087820000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020507389423998951 -0.025380340487673625 0.0017965946089585798 -0.012071663573850219 leaf_weight=4.2918784902067264 3.1282328630477414 155.78651094590896 1.442497317882953 leaf_count=237 180 2353 56 internal_value=0 0.00119623 -0.0212479 internal_weight=0 160.078 4.57073 internal_count=2826 2590 236 is_linear=0 shrinkage=0.0224292 Tree=5542 num_leaves=4 num_cat=0 split_feature=12 3 49 split_gain=4.65398 6.95196 4.55131 threshold=0.084055000000000005 0.10805000000000002 -0.083294999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001703090091528677 -0.00010776722393479795 0.00034455963777239472 0.00012049712983088971 leaf_weight=12.034475035965441 71.425697069469607 7.2190463636070481 76.361011317727389 leaf_count=113 1867 28 818 internal_value=0 -6.61732e-05 8.08775e-05 internal_weight=0 78.6447 88.3955 internal_count=2826 1895 931 is_linear=0 shrinkage=0.000439788 Tree=5543 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=5.23355 6.7461 6.47138 threshold=-0.099659999999999985 -0.089764999999999984 0.088005000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0094740134520717167 -0.020694457977807654 -0.00086118821263613226 -0.0057865916537946874 leaf_weight=50.241803209471982 9.5785825304337759 85.383458962423902 19.350466762698488 leaf_count=426 282 1963 155 internal_value=0 -0.00286548 0.0052303 internal_weight=0 94.962 69.5923 internal_count=2826 2245 581 is_linear=0 shrinkage=0.0224292 Tree=5544 num_leaves=4 num_cat=0 split_feature=2 9 2 split_gain=4.60543 6.76346 6.19077 threshold=0.086635000000000004 -0.016839999999999997 0.087005000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004556880732708817 0.00057356814769455645 -0.00014186944308196693 3.0426029215309374e-05 leaf_weight=3.9095992064685552 4.2032439943868658 54.377327657974092 104.93806899816991 leaf_count=86 43 1102 1627 internal_value=0 -0.000101652 5.14401e-05 internal_weight=0 58.2869 109.141 internal_count=2858 1188 1670 is_linear=0 shrinkage=0.000439788 Tree=5545 num_leaves=4 num_cat=0 split_feature=2 9 2 split_gain=4.43927 6.46468 5.03638 threshold=0.086635000000000004 -0.016839999999999997 0.087075000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.023216628517147484 0.025775005426666487 -0.0071476367500066026 0.0015759319082946784 leaf_weight=3.7583808093913822 4.4975927592022336 53.379994890579837 102.92519088203699 leaf_count=86 51 1102 1619 internal_value=0 -0.00514328 0.0025935 internal_weight=0 57.1384 107.423 internal_count=2858 1188 1670 is_linear=0 shrinkage=0.0224292 Tree=5546 num_leaves=4 num_cat=0 split_feature=2 9 2 split_gain=4.45131 6.45409 4.93379 threshold=0.086635000000000004 -0.016839999999999997 0.087045000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00045253426464297544 0.00050038624878264457 -0.00013962690233630497 3.0783259269637802e-05 leaf_weight=3.7922911004861808 4.4956340399803585 54.06984164644382 104.28330945645575 leaf_count=86 47 1102 1623 internal_value=0 -0.00010068 5.02755e-05 internal_weight=0 57.8621 108.779 internal_count=2858 1188 1670 is_linear=0 shrinkage=0.000439788 Tree=5547 num_leaves=4 num_cat=0 split_feature=2 9 2 split_gain=4.32001 6.33468 4.66842 threshold=0.086635000000000004 -0.016839999999999997 0.087075000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004502766620522592 0.00048555308409550563 -0.00013692787139589445 3.0967463205318852e-05 leaf_weight=3.7837759385583913 4.5407747944991561 54.25370762705279 104.74312682620075 leaf_count=86 51 1102 1619 internal_value=0 -9.85094e-05 4.99371e-05 internal_weight=0 58.0375 109.284 internal_count=2858 1188 1670 is_linear=0 shrinkage=0.000439788 Tree=5548 num_leaves=4 num_cat=0 split_feature=4 0 43 split_gain=4.33933 4.6001 3.64078 threshold=-0.49096999999999996 0.15355000000000005 -0.029064999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.986494953782149e-05 -7.9910062294441712e-06 0.00044804856893787228 -0.00060997883193523777 leaf_weight=3.9067493211477995 158.67005636381509 4.3775309678167096 4.175685325637458 leaf_count=31 2638 31 110 internal_value=0 4.30385e-06 -0.000325459 internal_weight=0 163.048 8.08243 internal_count=2810 2669 141 is_linear=0 shrinkage=0.000439788 Tree=5549 num_leaves=3 num_cat=0 split_feature=39 454 split_gain=4.48783 4.45207 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020715352101077111 -0.022948665955180109 0.0006767588163185881 leaf_weight=5.3830276929074889 4.0993883267510673 156.12974206325453 leaf_count=60 64 2686 internal_value=0 6.96512e-05 internal_weight=0 160.229 internal_count=2810 2750 is_linear=0 shrinkage=0.0224292 Tree=5550 num_leaves=3 num_cat=0 split_feature=39 484 split_gain=4.29669 4.30806 threshold=-1.0000000180025095e-35 -0.079734999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020285566693641437 -0.019064541749011486 0.00077489705065676966 leaf_weight=5.3742869041161603 5.6905333435570347 154.51228259208438 leaf_count=60 296 2454 internal_value=0 6.79964e-05 internal_weight=0 160.203 internal_count=2810 2750 is_linear=0 shrinkage=0.0224292 Tree=5551 num_leaves=4 num_cat=0 split_feature=4 0 43 split_gain=4.29346 4.60274 3.54148 threshold=-0.49096999999999996 0.15355000000000005 -0.029064999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4000635113196159e-05 -8.6394768432725667e-06 0.00044898691382593578 -0.00061422757036406963 leaf_weight=3.8105998989194632 155.7306855344068 4.3510925284354007 4.0468391296453765 leaf_count=31 2638 31 110 internal_value=0 3.85106e-06 -0.000328739 internal_weight=0 160.082 7.85744 internal_count=2810 2669 141 is_linear=0 shrinkage=0.000439788 Tree=5552 num_leaves=4 num_cat=0 split_feature=403 49 42 split_gain=5.70226 4.27285 0.257565 threshold=0.09389500000000002 0.11645000000000001 -0.024039999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081014368403462206 -0.03138241293801719 0.012465399495047779 -0.020013684265322025 leaf_weight=141.84402981084713 1.4946341922041027 13.324823120776271 3.7828250412712796 leaf_count=2443 70 177 144 internal_value=0 0.000331261 -0.0233349 internal_weight=0 155.169 5.27746 internal_count=2834 2620 214 is_linear=0 shrinkage=0.0224292 Tree=5553 num_leaves=4 num_cat=0 split_feature=403 123 42 split_gain=5.53338 4.23822 0.256364 threshold=0.09389500000000002 1.0000000180025095e-35 -0.024039999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00081854108516382987 -0.031258720812946839 0.012350173795033803 -0.019825784053218342 leaf_weight=141.7040519272341 1.4672770544129887 13.443744792777578 3.7337652034766498 leaf_count=2388 70 232 144 internal_value=0 0.000323923 -0.0231537 internal_weight=0 155.148 5.20104 internal_count=2834 2620 214 is_linear=0 shrinkage=0.0224292 Tree=5554 num_leaves=4 num_cat=0 split_feature=1213 49 0 split_gain=5.38733 4.44406 0.896394 threshold=-1.0000000180025095e-35 0.11645000000000001 -0.12500999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048405424805633814 -0.0007445723964962991 0.012750142673765419 -0.024251692513988832 leaf_weight=1.5591454058885572 139.8780710978026 13.438581055241228 5.293003264538128 leaf_count=21 2216 182 415 internal_value=0 0.000439713 -0.0198606 internal_weight=0 153.317 6.85215 internal_count=2834 2398 436 is_linear=0 shrinkage=0.0224292 Tree=5555 num_leaves=4 num_cat=0 split_feature=403 3 15 split_gain=5.34096 4.0801 0.314398 threshold=0.09389500000000002 -0.15490999999999996 -0.0043649999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011629062384897849 -0.01416919836919079 -0.00084929894957923974 -0.02665736277543608 leaf_weight=14.528528305498183 1.5236530762340406 140.41613432094164 3.5661494562809812 leaf_count=189 69 2431 145 internal_value=0 0.000322034 -0.0229859 internal_weight=0 154.945 5.0898 internal_count=2834 2620 214 is_linear=0 shrinkage=0.0224292 Tree=5556 num_leaves=3 num_cat=0 split_feature=3 11 split_gain=4.57317 5.18772 threshold=-0.16935999999999998 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033573749095738414 4.5294689711265711e-05 -0.00044100336585461053 leaf_weight=10.18226674676407 155.15050630736368 4.3431340625393196 leaf_count=128 2636 51 internal_value=0 3.20012e-05 internal_weight=0 159.494 internal_count=2815 2687 is_linear=0 shrinkage=0.000439788 Tree=5557 num_leaves=4 num_cat=0 split_feature=128 155 52 split_gain=4.4003 5.53713 2.03906 threshold=0.086435000000000012 0.090655000000000013 -0.091669999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.6696349355615738e-05 5.5287744846713083e-05 -0.00042838508109689264 -0.00053363261372970511 leaf_weight=160.91043236411497 1.6640838845924006 4.2917378483107305 3.5491319674401884 leaf_count=2471 41 144 159 internal_value=0 6.3527e-05 -0.00034613 internal_weight=0 165.202 5.21322 internal_count=2815 2615 200 is_linear=0 shrinkage=0.000439788 Tree=5558 num_leaves=3 num_cat=0 split_feature=3 11 split_gain=4.45102 5.05857 threshold=-0.16935999999999998 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033446353156407521 4.7255178511394069e-05 -0.00043401528694594075 leaf_weight=10.134452582162337 154.76595709026151 4.3236481504573012 leaf_count=128 2636 51 internal_value=0 3.4125e-05 internal_weight=0 159.09 internal_count=2815 2687 is_linear=0 shrinkage=0.000439788 Tree=5559 num_leaves=3 num_cat=0 split_feature=3 11 split_gain=4.41988 5.28115 threshold=-0.16935999999999998 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017121447186156595 0.0024153418010189028 -0.02280272475342443 leaf_weight=9.9586818899260816 152.83093494122295 4.276049116102512 leaf_count=128 2636 51 internal_value=0 0.00172628 internal_weight=0 157.107 internal_count=2815 2687 is_linear=0 shrinkage=0.0224292 Tree=5560 num_leaves=4 num_cat=0 split_feature=131 4 42 split_gain=6.93091 7.01667 2.90086 threshold=0.092255000000000018 -0.22295999999999996 0.097370000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012221543270870621 -0.024953767063615281 0.0031217499334862224 0.004673960704519739 leaf_weight=16.854406361468136 7.3780895049858355 134.61676864264155 2.137465299339965 leaf_count=201 276 2303 45 internal_value=0 0.00141316 -0.0183025 internal_weight=0 151.471 9.51555 internal_count=2825 2504 321 is_linear=0 shrinkage=0.0224292 Tree=5561 num_leaves=4 num_cat=0 split_feature=131 4 42 split_gain=6.71503 6.56712 2.9473 threshold=0.092255000000000018 -0.22295999999999996 0.097585000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002310768365481711 -0.00048219878194907513 5.8905263437146771e-05 0.00010471886475786764 leaf_weight=16.967342479503714 7.4580865797470306 136.36728284681885 2.1174422040348873 leaf_count=201 279 2303 42 internal_value=0 2.67923e-05 -0.000352463 internal_weight=0 153.335 9.57553 internal_count=2825 2504 321 is_linear=0 shrinkage=0.000439788 Tree=5562 num_leaves=4 num_cat=0 split_feature=131 4 42 split_gain=6.68304 6.69477 2.8246 threshold=0.092255000000000018 -0.22295999999999996 0.097370000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011933578266191243 -0.024707597040491493 0.0030493256264466201 0.0045715259847950622 leaf_weight=16.86470024776645 7.2842346544784942 134.65788640894607 2.1372715797042474 leaf_count=201 276 2303 45 internal_value=0 0.00138041 -0.0180698 internal_weight=0 151.523 9.42151 internal_count=2825 2504 321 is_linear=0 shrinkage=0.0224292 Tree=5563 num_leaves=4 num_cat=0 split_feature=131 42 42 split_gain=6.467 4.90629 2.93084 threshold=0.092255000000000018 0.092235000000000025 0.098370000000000027 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.509771839949229e-05 -0.00047246464405044982 -0.00019621085989679891 0.00011204685135519347 leaf_weight=137.96894765865727 7.4961678541440033 16.84263905606349 2.1210294715128839 leaf_count=1996 281 508 40 internal_value=0 2.77359e-05 -0.000343587 internal_weight=0 154.812 9.6172 internal_count=2825 2504 321 is_linear=0 shrinkage=0.000439788 Tree=5564 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=4.52143 8.91623 7.72066 threshold=-0.12877499999999997 -0.084184999999999996 0.083835000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048414030589603022 -0.0002257623085259185 3.2165932708316432e-05 2.1491635055291565e-05 leaf_weight=8.3971232500625757 40.074416107512661 73.327750011951139 40.795795761194313 leaf_count=53 934 1521 347 internal_value=0 -5.90042e-05 0.000100622 internal_weight=0 113.402 49.1929 internal_count=2855 2455 400 is_linear=0 shrinkage=0.000439788 Tree=5565 num_leaves=3 num_cat=0 split_feature=49 0 split_gain=4.97113 4.51518 threshold=-0.31764499999999996 -0.12877499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054794571788014941 0.0001121225675052237 -4.8890234729774308e-05 leaf_weight=3.2502375729382029 48.306172450596932 111.17413990563364 leaf_count=30 390 2435 internal_value=0 -1.1229e-07 internal_weight=0 159.48 internal_count=2855 2825 is_linear=0 shrinkage=0.000439788 Tree=5566 num_leaves=4 num_cat=0 split_feature=403 12 52 split_gain=4.10922 7.8056 6.41215 threshold=0.092300000000000007 0.088325000000000015 0.16377000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018953276266694399 -0.022397053258049887 0.02380629259121959 -0.017418555201504666 leaf_weight=137.49754522297007 2.3791337187285517 7.9039299469150137 11.780530044386976 leaf_count=2270 84 159 342 internal_value=0 0.0130948 -0.00155124 internal_weight=0 10.2831 149.278 internal_count=2855 243 2612 is_linear=0 shrinkage=0.0224292 Tree=5567 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=4.01909 8.91899 7.88258 threshold=-0.12877499999999997 -0.084184999999999996 0.083835000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.024705991740582189 -0.011513359679057334 0.0017650216744547304 0.00068487462824166272 leaf_weight=8.2763767013093439 39.392085773200961 71.815315403022396 40.068881575076375 leaf_count=53 934 1521 347 internal_value=0 -0.00293964 0.00480525 internal_weight=0 111.207 48.3453 internal_count=2855 2455 400 is_linear=0 shrinkage=0.0224292 Tree=5568 num_leaves=3 num_cat=0 split_feature=1348 51 split_gain=3.35854 5.25679 threshold=0.088030000000000011 -0.40775499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.028277999424597251 0.020303207965890486 0.00056398014579573514 leaf_weight=3.2249383124581064 4.1802702196873716 158.70957576487126 leaf_count=99 44 2709 internal_value=0 -1.36757e-05 internal_weight=0 161.935 internal_count=2852 2808 is_linear=0 shrinkage=0.0224292 Tree=5569 num_leaves=3 num_cat=0 split_feature=51 42 split_gain=4.07613 3.9471 threshold=-0.41122499999999995 -0.088709999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052150274669455284 0.0002187741555922281 -3.0142164523281997e-06 leaf_weight=2.7144793082261449 17.288657033765048 150.23843722839229 leaf_count=95 331 2426 internal_value=0 1.98965e-05 internal_weight=0 167.527 internal_count=2852 2757 is_linear=0 shrinkage=0.000439788 Tree=5570 num_leaves=3 num_cat=0 split_feature=51 42 split_gain=3.79309 3.91115 threshold=-0.41122499999999995 -0.088709999999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051807728940866601 0.00021693683323277313 -4.5794431120274119e-06 leaf_weight=2.5699638409423633 17.179471464034577 148.75978053350991 leaf_count=95 331 2426 internal_value=0 1.83762e-05 internal_weight=0 165.939 internal_count=2852 2757 is_linear=0 shrinkage=0.000439788 Tree=5571 num_leaves=3 num_cat=0 split_feature=1348 51 split_gain=3.36698 5.17828 threshold=0.088030000000000011 -0.40775499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00055119060984506107 0.00039762696171006243 1.1153379133429758e-05 leaf_weight=3.2111815827520322 4.208621388883329 162.05745243786077 leaf_count=99 44 2709 internal_value=0 1.64591e-07 internal_weight=0 165.269 internal_count=2852 2808 is_linear=0 shrinkage=0.000439788 Tree=5572 num_leaves=4 num_cat=0 split_feature=484 1 2 split_gain=4.67108 4.27825 3.05498 threshold=0.087420000000000012 0.10384000000000002 0.09358000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024140838588986157 -0.024023610834064665 0.0083338928386777773 -0.00061930203261558608 leaf_weight=110.20261399839364 5.5932796162087453 46.812276970915264 5.612612219316361 leaf_count=2012 156 573 99 internal_value=0 0.00265481 -0.0123223 internal_weight=0 157.015 11.2059 internal_count=2840 2585 255 is_linear=0 shrinkage=0.0224292 Tree=5573 num_leaves=4 num_cat=0 split_feature=484 49 2 split_gain=4.48745 4.16139 2.98096 threshold=0.087420000000000012 -0.14931499999999998 0.09358000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015217695191181551 -0.023799691311014601 0.0015402349349495856 -0.00060538281291237935 leaf_weight=12.109837569238151 5.5202791265546676 144.75689041838632 5.6133061492582783 leaf_count=75 156 2510 99 internal_value=0 0.00259783 -0.0121267 internal_weight=0 156.867 11.1336 internal_count=2840 2585 255 is_linear=0 shrinkage=0.0224292 Tree=5574 num_leaves=4 num_cat=0 split_feature=484 484 2 split_gain=4.30988 4.12201 2.90781 threshold=0.087420000000000012 0.085515000000000022 0.09358000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017251061752554489 -0.023573900493448444 0.0187614435933229 -0.00059177891084828107 leaf_weight=149.33392297057435 5.4491414113290357 7.4850524095818392 5.6139850996842142 leaf_count=2530 156 55 99 internal_value=0 0.00254044 -0.0119327 internal_weight=0 156.819 11.0631 internal_count=2840 2585 255 is_linear=0 shrinkage=0.0224292 Tree=5575 num_leaves=4 num_cat=0 split_feature=484 1 2 split_gain=4.13889 4.12409 2.83555 threshold=0.087420000000000012 0.10384000000000002 0.09358000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011998833042437236 -0.023346227465566294 0.0080808063899764776 -0.00057848136633373661 leaf_weight=110.23971988249104 5.3798428192530974 46.546615961648058 5.61464943120518 leaf_count=2012 156 573 99 internal_value=0 0.00248409 -0.0117404 internal_weight=0 156.786 10.9945 internal_count=2840 2585 255 is_linear=0 shrinkage=0.0224292 Tree=5576 num_leaves=3 num_cat=0 split_feature=1212 150 split_gain=3.83374 3.17135 threshold=-1.0000000180025095e-35 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045630970210464109 -2.0878751460419341e-05 0.00012384037063848643 leaf_weight=3.441046355321304 131.62100919773366 37.648741597047774 leaf_count=206 2316 378 internal_value=0 1.13198e-05 internal_weight=0 169.27 internal_count=2900 2694 is_linear=0 shrinkage=0.000439788 Tree=5577 num_leaves=3 num_cat=0 split_feature=47 0 split_gain=3.7636 4.32156 threshold=0.13697500000000004 -0.23033499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011232756129075313 -0.02029650221992621 -0.00059230666461354184 leaf_weight=17.355082045076415 4.4114771083695805 147.86784472411455 leaf_count=98 40 2762 internal_value=0 0.000650957 internal_weight=0 165.223 internal_count=2900 2860 is_linear=0 shrinkage=0.0224292 Tree=5578 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=3.7963 9.34454 5.14776 threshold=0.077020000000000019 -0.082084999999999977 -0.087924999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062899657792399415 0.0066454872666146751 -0.011506535870709841 -0.0033492191588439368 leaf_weight=24.84262580727227 64.641859933442902 36.820107109182572 43.258410107780946 leaf_count=393 551 1095 861 internal_value=0 -0.00433697 0.00263862 internal_weight=0 61.6627 107.9 internal_count=2900 1488 1412 is_linear=0 shrinkage=0.0224292 Tree=5579 num_leaves=4 num_cat=0 split_feature=1 4 132 split_gain=3.63744 8.9749 4.94522 threshold=0.077020000000000019 -0.082084999999999977 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061477993995179185 0.0012162146242285475 -0.01131162706788277 0.01947572267985442 leaf_weight=24.847406026296085 99.716389762237668 36.617119725022349 8.0464021388033853 leaf_count=393 1274 1095 138 internal_value=0 -0.00425383 0.00258282 internal_weight=0 61.4645 107.763 internal_count=2900 1488 1412 is_linear=0 shrinkage=0.0224292 Tree=5580 num_leaves=4 num_cat=0 split_feature=16 48 0 split_gain=4.09151 11.2061 10.0259 threshold=-0.082914999999999975 0.086125000000000021 -0.22745499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010915464730645098 0.02345222751165783 -0.0086155032786645967 -0.0039643222520916385 leaf_weight=50.220052121858316 7.2340027298778287 20.921467040665448 89.618313025668613 leaf_count=853 36 200 1784 internal_value=0 0.00517098 -0.00191233 internal_weight=0 71.1415 96.8523 internal_count=2873 1053 1820 is_linear=0 shrinkage=0.0224292 Tree=5581 num_leaves=3 num_cat=0 split_feature=52 151 split_gain=4.06563 3.83274 threshold=-0.51745999999999992 -0.24462999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045743647489828831 -0.00033400296040129687 4.3332651191316444e-05 leaf_weight=3.341634348005754 5.361367083125514 161.0852526779272 leaf_count=184 78 2611 internal_value=0 3.11415e-05 internal_weight=0 166.447 internal_count=2873 2689 is_linear=0 shrinkage=0.000439788 Tree=5582 num_leaves=3 num_cat=0 split_feature=52 151 split_gain=3.95837 4.04604 threshold=-0.51745999999999992 -0.40941499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023305596762956158 -0.020394975073735933 0.0021130848540610006 leaf_weight=3.2684983484214163 4.1018367623619261 160.587427316721 leaf_count=184 68 2621 internal_value=0 0.00155019 internal_weight=0 164.689 internal_count=2873 2689 is_linear=0 shrinkage=0.0224292 Tree=5583 num_leaves=3 num_cat=0 split_feature=52 151 split_gain=4.01466 3.76311 threshold=-0.51745999999999992 -0.40941499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045728435173143881 -0.00038453846825707729 3.9151126946112102e-05 leaf_weight=3.3357259511540169 4.138900769990868 163.03589861097134 leaf_count=184 68 2621 internal_value=0 2.86187e-05 internal_weight=0 167.175 internal_count=2873 2689 is_linear=0 shrinkage=0.000439788 Tree=5584 num_leaves=4 num_cat=0 split_feature=49 47 2 split_gain=4.96893 5.32418 3.91344 threshold=0.11645000000000001 0.088995000000000005 0.11421000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015502393152287382 0.025138697780569246 -0.012788965153208355 0.0011639195826710666 leaf_weight=127.70573608047562 6.5564732495113258 18.254513876512647 7.1529889344237745 leaf_count=2372 95 269 93 internal_value=0 -0.00146528 0.0126487 internal_weight=0 145.96 13.7095 internal_count=2829 2641 188 is_linear=0 shrinkage=0.0224292 Tree=5585 num_leaves=4 num_cat=0 split_feature=49 47 2 split_gain=4.74612 5.16873 3.68428 threshold=0.11645000000000001 0.088995000000000005 0.11421000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6124051396374387e-06 0.00047743968434961178 -0.00024619190726614257 2.3902706599837753e-05 leaf_weight=129.53579424635973 6.6122169454174564 18.430339695973089 7.2582100002327934 leaf_count=2372 95 269 93 internal_value=0 -2.84059e-05 0.000240469 internal_weight=0 147.966 13.8704 internal_count=2829 2641 188 is_linear=0 shrinkage=0.000439788 Tree=5586 num_leaves=4 num_cat=0 split_feature=484 42 2 split_gain=5.20221 4.71381 3.82291 threshold=-1.0000000180025095e-35 -0.11244999999999998 0.13154000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041965718788541766 -0.00036977210908401161 3.0804573015544219e-05 0.00020315140608293152 leaf_weight=9.1613578436808876 5.8916818333455003 146.68756968989328 2.3932645568856961 leaf_count=430 147 2224 28 internal_value=0 1.52924e-05 -0.000290535 internal_weight=0 152.579 11.5546 internal_count=2829 2371 458 is_linear=0 shrinkage=0.000439788 Tree=5587 num_leaves=4 num_cat=0 split_feature=484 42 2 split_gain=5.29737 4.87552 3.78993 threshold=-1.0000000180025095e-35 -0.11244999999999998 0.13154000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042256658821490282 -0.00037715803171795205 3.2060855532854048e-05 0.00020063975363574299 leaf_weight=9.0949296699400275 5.8395901413605307 144.99498752176441 2.3679202661151058 leaf_count=430 147 2224 28 internal_value=0 1.61721e-05 -0.000293709 internal_weight=0 150.835 11.4628 internal_count=2829 2371 458 is_linear=0 shrinkage=0.000439788 Tree=5588 num_leaves=4 num_cat=0 split_feature=13 1186 16 split_gain=3.55396 5.66852 5.02106 threshold=0.17850500000000002 0.085080000000000003 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035678537657225063 -0.027266363779748979 0.024196757529680511 0.002873822772949561 leaf_weight=148.53609120273904 5.7334915694809734 4.8665659432881503 5.3755643659969792 leaf_count=2656 133 50 33 internal_value=0 0.000425068 -0.0127019 internal_weight=0 153.403 11.1091 internal_count=2872 2706 166 is_linear=0 shrinkage=0.0224292 Tree=5589 num_leaves=4 num_cat=0 split_feature=13 1186 16 split_gain=3.40759 5.40578 4.83271 threshold=0.17850500000000002 0.085080000000000003 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034878636095746999 -0.026800706057816603 0.023603316282324149 0.0028111876642340225 leaf_weight=148.53506929745708 5.7029605606367095 4.8773805605596854 5.3725398716051131 leaf_count=2656 133 50 33 internal_value=0 0.000415555 -0.0124564 internal_weight=0 153.412 11.0755 internal_count=2872 2706 166 is_linear=0 shrinkage=0.0224292 Tree=5590 num_leaves=4 num_cat=0 split_feature=13 1186 16 split_gain=3.2667 5.15555 4.64959 threshold=0.17850500000000002 0.085080000000000003 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034096669134783873 -0.026335145622839659 0.02302593222584003 0.00274988507745122 leaf_weight=148.53407393145608 5.6742724858777347 4.8879015257698475 5.36957997828722 leaf_count=2656 133 50 33 internal_value=0 0.000406256 -0.0122135 internal_weight=0 153.422 11.0439 internal_count=2872 2706 166 is_linear=0 shrinkage=0.0224292 Tree=5591 num_leaves=3 num_cat=0 split_feature=1212 403 split_gain=4.03518 4.4093 threshold=-1.0000000180025095e-35 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046073272813811571 -1.1671594769644428e-05 0.00033266693536129072 leaf_weight=3.6733165832702062 156.37321553182846 7.5202475240366757 leaf_count=200 2549 123 internal_value=0 4.16527e-06 internal_weight=0 163.893 internal_count=2872 2672 is_linear=0 shrinkage=0.000439788 Tree=5592 num_leaves=4 num_cat=0 split_feature=403 1 42 split_gain=4.6502 6.1755 5.92395 threshold=0.092300000000000007 0.10100500000000003 0.086825000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003988856755485869 0.027879901707718376 0.0053958895188172852 -0.0077749828052842921 leaf_weight=100.0570057050063 6.4633177125651837 54.456037104479037 3.6614111720700748 leaf_count=1906 134 685 91 internal_value=0 -0.000681071 0.0149956 internal_weight=0 154.513 10.1247 internal_count=2816 2591 225 is_linear=0 shrinkage=0.0224292 Tree=5593 num_leaves=4 num_cat=0 split_feature=376 403 43 split_gain=4.54983 4.7316 1.01917 threshold=0.048375000000000008 0.092300000000000007 -0.081204999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2452738730534908e-05 0.00015097526381056486 0.00027618883946399991 0.00042276174235870333 leaf_weight=146.9563868339028 5.5176008849521168 10.259779635540324 5.2102310436312091 leaf_count=2440 73 224 79 internal_value=0 -1.228e-05 0.000283491 internal_weight=0 157.216 10.7278 internal_count=2816 2664 152 is_linear=0 shrinkage=0.000439788 Tree=5594 num_leaves=4 num_cat=0 split_feature=376 403 1 split_gain=4.64287 4.58427 1.01448 threshold=0.048375000000000008 0.092300000000000007 0.092770000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.4988744334777859e-05 0.00011488112191040033 0.00026826998096718559 0.00039268912057118958 leaf_weight=146.55018960648158 4.2009949050843698 10.300995217417947 6.5036116119590588 leaf_count=2440 22 224 130 internal_value=0 -1.50424e-05 0.000284063 internal_weight=0 156.851 10.7046 internal_count=2816 2664 152 is_linear=0 shrinkage=0.000439788 Tree=5595 num_leaves=4 num_cat=0 split_feature=376 403 43 split_gain=4.49767 4.79252 1.02159 threshold=0.048375000000000008 0.092300000000000007 -0.081204999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3286292971244967e-05 0.00014900547349213405 0.00027860464793524794 0.00042317785980866248 leaf_weight=145.85833395415466 5.4071797833312303 10.175875223794717 5.1562686037505028 leaf_count=2440 73 224 79 internal_value=0 -1.29145e-05 0.000283358 internal_weight=0 156.034 10.5634 internal_count=2816 2664 152 is_linear=0 shrinkage=0.000439788 Tree=5596 num_leaves=4 num_cat=0 split_feature=403 133 1 split_gain=5.03592 4.22486 0.0744926 threshold=-0.092224999999999988 0.064400000000000013 0.081315000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02341786294241997 -0.00046849288221552864 0.0081106006108653365 -0.016728172378589489 leaf_weight=3.4672273461474097 127.67922302997613 37.297667771505076 1.4511762813199309 leaf_count=252 1823 731 85 internal_value=0 0.00147177 -0.0215164 internal_weight=0 164.977 4.9184 internal_count=2891 2554 337 is_linear=0 shrinkage=0.0224292 Tree=5597 num_leaves=4 num_cat=0 split_feature=403 133 1 split_gain=4.89582 4.03518 0.0775391 threshold=-0.092224999999999988 0.064400000000000013 0.081005000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023392473633408895 -0.00045797921012166699 0.0079246278947760138 -0.016554278848067101 leaf_weight=3.3909838119725455 127.68123399727483 37.316994962922763 1.4381520741153506 leaf_count=251 1823 731 86 internal_value=0 0.00143858 -0.0214292 internal_weight=0 164.998 4.82914 internal_count=2891 2554 337 is_linear=0 shrinkage=0.0224292 Tree=5598 num_leaves=4 num_cat=0 split_feature=403 47 1 split_gain=4.88478 3.9962 0.0896136 threshold=-0.092224999999999988 0.11926500000000002 0.08413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045800175102176472 4.0927112115619668e-05 -0.00027674212913838885 -0.00031655604610530128 leaf_weight=3.4769280114851417 160.45571685363393 8.0241583267925289 1.4457476566312832 leaf_count=255 2463 91 82 internal_value=0 2.57679e-05 -0.000417844 internal_weight=0 168.48 4.92268 internal_count=2891 2554 337 is_linear=0 shrinkage=0.000439788 Tree=5599 num_leaves=4 num_cat=0 split_feature=403 1456 1 split_gain=4.91427 4.1427 0.0910009 threshold=-0.092224999999999988 -1.0000000180025095e-35 0.083065000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045853617849223461 -0.00039571548937704707 3.9098938864307896e-05 -0.00031581695741604929 leaf_weight=3.4656185447238377 4.3323482399428022 162.6900298838591 1.437691291212104 leaf_count=254 267 2287 83 internal_value=0 2.77765e-05 -0.000418077 internal_weight=0 167.022 4.90331 internal_count=2891 2554 337 is_linear=0 shrinkage=0.000439788 Tree=5600 num_leaves=4 num_cat=0 split_feature=49 52 2 split_gain=6.76117 7.79955 3.55655 threshold=0.11115500000000002 0.11571500000000003 0.11199500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078439808615658334 0.025148516478246875 -0.017877662904803499 0.0031973405886808431 leaf_weight=130.66419036015577 6.8585427843790958 14.948586020815126 8.0840565144026169 leaf_count=2182 96 390 115 internal_value=0 -0.0025413 0.013292 internal_weight=0 145.613 14.9426 internal_count=2783 2572 211 is_linear=0 shrinkage=0.0224292 Tree=5601 num_leaves=4 num_cat=0 split_feature=49 52 52 split_gain=6.36022 7.46629 3.39534 threshold=0.11115500000000002 0.11571500000000003 0.12964000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4652560138307112e-05 8.1522876629474791e-05 -0.00034137213469992488 0.00050777352266513783 leaf_weight=132.46445576551196 9.0631604325753852 15.048201052159127 6.0030113422544664 leaf_count=2182 159 390 52 internal_value=0 -4.80221e-05 0.000251787 internal_weight=0 147.513 15.0662 internal_count=2783 2572 211 is_linear=0 shrinkage=0.000439788 Tree=5602 num_leaves=4 num_cat=0 split_feature=49 52 2 split_gain=6.46535 7.48183 3.41912 threshold=0.11115500000000002 0.11571500000000003 0.11199500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000766067828942875 0.024664957894780036 -0.017534519326519539 0.0031198463291376944 leaf_weight=130.69824596113176 6.8353243271703823 14.89455407124842 8.0798372118733806 leaf_count=2182 96 390 115 internal_value=0 -0.0024836 0.0130125 internal_weight=0 145.593 14.9152 internal_count=2783 2572 211 is_linear=0 shrinkage=0.0224292 Tree=5603 num_leaves=4 num_cat=0 split_feature=49 52 52 split_gain=6.18922 7.18219 3.43046 threshold=0.11115500000000002 0.11571500000000003 0.12964000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074889185849177312 0.0039165402130127043 -0.017205025109324888 0.025873137010935316 leaf_weight=130.69758339354303 8.9154513828543696 14.840316153069578 5.9716290480573653 leaf_count=2182 159 390 52 internal_value=0 -0.00242894 0.0127458 internal_weight=0 145.538 14.8871 internal_count=2783 2572 211 is_linear=0 shrinkage=0.0224292 Tree=5604 num_leaves=4 num_cat=0 split_feature=133 123 2 split_gain=8.27231 5.13889 1.32133 threshold=-0.10927999999999999 1.0000000180025095e-35 0.10731 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026286581929007617 -0.00030058747754358096 0.014204800642578097 -0.0046301768394793174 leaf_weight=6.7142640261881734 141.33617087976018 13.437449280696454 1.8069428739690918 leaf_count=279 2293 231 55 internal_value=0 0.000960367 -0.0217149 internal_weight=0 154.774 8.52121 internal_count=2858 2524 334 is_linear=0 shrinkage=0.0224292 Tree=5605 num_leaves=4 num_cat=0 split_feature=133 123 2 split_gain=8.0295 4.96085 1.34721 threshold=-0.10927999999999999 1.0000000180025095e-35 0.10912000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026191366886400211 -0.00029384948823326398 0.01401944378888301 -0.0040904156987980403 leaf_weight=6.6262966307695006 141.33462802153008 13.311422684462739 1.7636638017138464 leaf_count=281 2293 231 53 internal_value=0 0.00093977 -0.0215653 internal_weight=0 154.646 8.38996 internal_count=2858 2524 334 is_linear=0 shrinkage=0.0224292 Tree=5606 num_leaves=4 num_cat=0 split_feature=403 0 15 split_gain=5.94855 4.77973 0.149894 threshold=0.09389500000000002 -0.076734999999999984 -0.025929999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022712993935394207 -0.017554779022510739 0.0059472814724868071 -0.026511667219774878 leaf_weight=103.38678372151844 1.5090705246548166 54.269788695164607 3.6167294458718962 leaf_count=1771 69 868 150 internal_value=0 0.000558143 -0.0239496 internal_weight=0 157.657 5.1258 internal_count=2858 2639 219 is_linear=0 shrinkage=0.0224292 Tree=5607 num_leaves=4 num_cat=0 split_feature=133 123 2 split_gain=7.73441 4.76574 1.38119 threshold=-0.10927999999999999 1.0000000180025095e-35 0.11085000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026083041771816747 -0.00028628240858357811 0.013809685707050431 -0.0033954224783528716 leaf_weight=6.5116836796369153 141.24895593539986 13.174006151384672 1.7095147499348966 leaf_count=284 2293 231 50 internal_value=0 0.00091782 -0.0213842 internal_weight=0 154.423 8.2212 internal_count=2858 2524 334 is_linear=0 shrinkage=0.0224292 Tree=5608 num_leaves=4 num_cat=0 split_feature=155 403 0 split_gain=5.60677 5.33727 0.0900998 threshold=0.083985000000000018 0.095765000000000017 -0.094404999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022023388121254948 -0.029871593666301318 -0.022327503200844596 -0.022122815981542754 leaf_weight=152.31720793838758 1.4696946291078345 4.5779225638107155 2.6299916034040498 leaf_count=2381 32 216 148 internal_value=0 0.00148397 -0.0250263 internal_weight=0 156.895 4.09969 internal_count=2777 2597 180 is_linear=0 shrinkage=0.0224292 Tree=5609 num_leaves=4 num_cat=0 split_feature=155 403 0 split_gain=5.63295 5.24096 0.0882787 threshold=0.083985000000000018 0.095765000000000017 -0.094404999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0408227110986074e-05 -0.00058224034572125906 -0.00043281843213379182 -0.00043289818073640878 leaf_weight=155.59390132436965 1.4731462732015641 4.6430583770124931 2.7373180586728258 leaf_count=2381 32 216 148 internal_value=0 2.6646e-05 -0.000487542 internal_weight=0 160.237 4.21046 internal_count=2777 2597 180 is_linear=0 shrinkage=0.000439788 Tree=5610 num_leaves=4 num_cat=0 split_feature=131 1 13 split_gain=5.2633 5.72353 5.00881 threshold=0.086210000000000023 0.11915500000000002 -0.15041499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012812039880353308 -0.019955557713012679 0.015058461245422242 0.00044231936386665246 leaf_weight=18.877074504387565 10.878568539890692 2.9786078505276228 128.17214577593768 leaf_count=181 345 67 2184 internal_value=0 -0.0124189 0.00203171 internal_weight=0 13.8572 147.049 internal_count=2777 412 2365 is_linear=0 shrinkage=0.0224292 Tree=5611 num_leaves=4 num_cat=0 split_feature=155 403 0 split_gain=5.68681 5.33384 0.0797393 threshold=0.083985000000000018 0.095765000000000017 -0.080444999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2634610056135984e-05 -0.00057668475631128492 -0.00043430810033188869 -0.00043412119427846656 leaf_weight=154.19374021836484 1.5168860672274602 4.6535802026337469 2.6985746078426009 leaf_count=2381 48 216 132 internal_value=0 2.86116e-05 -0.00048779 internal_weight=0 158.847 4.21546 internal_count=2777 2597 180 is_linear=0 shrinkage=0.000439788 Tree=5612 num_leaves=4 num_cat=0 split_feature=480 14 2 split_gain=4.15884 3.81276 0.797877 threshold=0.086640000000000009 0.077685000000000018 0.11493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8612190612247843e-05 -0.00052500441499150658 -0.00037142704143764001 -0.00015918449617216806 leaf_weight=158.55914998053049 2.8426637022348578 4.2739346149610347 1.9695391095738157 leaf_count=2609 161 97 31 internal_value=0 3.7545e-05 -0.000376502 internal_weight=0 162.833 4.8122 internal_count=2898 2706 192 is_linear=0 shrinkage=0.000439788 Tree=5613 num_leaves=4 num_cat=0 split_feature=1429 480 157 split_gain=4.35259 4.25503 0.922696 threshold=-1.0000000180025095e-35 0.086640000000000009 -0.074904999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010251908111251153 0.0025846917093799234 -0.019229635908931297 -0.033683060358605889 leaf_weight=1.5377984440601724 157.05443955502415 4.611980654866783 1.9242539627011854 leaf_count=56 2570 187 85 internal_value=0 0.00196018 -0.0233886 internal_weight=0 161.666 3.46205 internal_count=2898 2757 141 is_linear=0 shrinkage=0.0224292 Tree=5614 num_leaves=4 num_cat=0 split_feature=480 4 2 split_gain=4.02991 3.63873 0.796382 threshold=0.086640000000000009 0.0066400000000000009 0.11493500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1515095638402936e-05 -0.00052317503283870297 0.00012578536656761879 -0.00015545144392412337 leaf_weight=105.17840552327107 2.7930731421074588 57.854603900974325 1.951574386883294 leaf_count=1980 161 726 31 internal_value=0 3.7217e-05 -0.000373152 internal_weight=0 163.033 4.74465 internal_count=2898 2706 192 is_linear=0 shrinkage=0.000439788 Tree=5615 num_leaves=4 num_cat=0 split_feature=480 14 2 split_gain=3.99578 3.81565 1.13449 threshold=0.086640000000000009 0.077685000000000018 0.11508500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025547799982251376 -0.027355248193815261 -0.019094739032182072 -0.0042995808969871381 leaf_weight=156.25076901987995 2.9681949482910559 4.1867368408129542 1.6888390923704717 leaf_count=2609 162 97 30 internal_value=0 0.00198761 -0.019046 internal_weight=0 160.438 4.65703 internal_count=2898 2706 192 is_linear=0 shrinkage=0.0224292 Tree=5616 num_leaves=4 num_cat=0 split_feature=42 403 1 split_gain=5.14705 6.30662 5.1583 threshold=0.10258000000000002 0.03138500000000001 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4098605870075431e-06 -0.00047984362987790275 0.00031347930807212312 0.00020099755746055649 leaf_weight=143.0634804851361 7.869412660103988 12.89633655225043 2.9475115718087181 leaf_count=2254 269 281 58 internal_value=0 1.91596e-05 -0.000294293 internal_weight=0 155.96 10.8169 internal_count=2862 2535 327 is_linear=0 shrinkage=0.000439788 Tree=5617 num_leaves=4 num_cat=0 split_feature=42 403 1 split_gain=5.17334 6.47876 5.07461 threshold=0.10258000000000002 0.03138500000000001 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039404115773956672 -0.024612315293829859 0.016310685017195795 0.010119412944409482 leaf_weight=141.40580046352261 7.7524667839170416 12.712407503160646 2.8960384315578267 leaf_count=2254 269 281 58 internal_value=0 0.000985694 -0.0151652 internal_weight=0 154.118 10.6485 internal_count=2862 2535 327 is_linear=0 shrinkage=0.0224292 Tree=5618 num_leaves=4 num_cat=0 split_feature=42 133 1 split_gain=5.0009 5.82161 5.10271 threshold=0.10258000000000002 0.103425 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0878809473464821e-06 -0.00047564921538984628 0.00032762124787345489 0.00019890512102132424 leaf_weight=146.47972573256993 7.8403628589585406 10.982793436560312 2.983312142197974 leaf_count=2281 269 254 58 internal_value=0 1.90853e-05 -0.0002897 internal_weight=0 157.463 10.8237 internal_count=2862 2535 327 is_linear=0 shrinkage=0.000439788 Tree=5619 num_leaves=4 num_cat=0 split_feature=42 133 1 split_gain=5.06207 5.99362 5.04489 threshold=0.10258000000000002 0.103425 0.12263000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8011333222204387e-06 -0.0004759684040822489 0.00033238350997956639 0.00019369080629621176 leaf_weight=146.02930679546989 7.8689875153941085 10.942509803076971 2.9924734705127776 leaf_count=2281 269 254 58 internal_value=0 1.87416e-05 -0.000291452 internal_weight=0 156.972 10.8615 internal_count=2862 2535 327 is_linear=0 shrinkage=0.000439788 Tree=5620 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=6.2573 6.86436 3.78161 threshold=0.10060500000000001 -0.0058149999999999999 -0.110495 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0081623409340579912 -0.0010688800145214365 0.003161679301735448 0.011738607881549939 leaf_weight=46.954003248363733 16.979482196678873 63.093237485241843 36.552553465240635 leaf_count=946 286 1197 431 internal_value=0 -0.00167053 0.00767735 internal_weight=0 110.047 53.532 internal_count=2860 2143 717 is_linear=0 shrinkage=0.0224292 Tree=5621 num_leaves=4 num_cat=0 split_feature=1 160 14 split_gain=6.59538 6.45907 2.98948 threshold=0.10060500000000001 -0.091964999999999977 -0.24487499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044025334872395633 -0.00013884266829914109 -8.674952893432966e-06 0.00018691020306263567 leaf_weight=7.1490966991404994 6.1265371004701583 104.2972390040959 48.360064573411364 leaf_count=316 93 1827 624 internal_value=0 -3.64307e-05 0.000150246 internal_weight=0 111.446 54.4866 internal_count=2860 2143 717 is_linear=0 shrinkage=0.000439788 Tree=5622 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=5.99938 6.5649 3.63032 threshold=0.10060500000000001 -0.0058149999999999999 -0.110495 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0079946824862370692 -0.001038625535812532 0.0030830398558692449 0.011512547807876998 leaf_weight=46.876776400175004 16.994280172628351 63.140290901545086 36.438676080026198 leaf_count=946 286 1197 431 internal_value=0 -0.00163759 0.00752172 internal_weight=0 110.017 53.433 internal_count=2860 2143 717 is_linear=0 shrinkage=0.0224292 Tree=5623 num_leaves=4 num_cat=0 split_feature=1 160 151 split_gain=6.09522 6.30729 2.94043 threshold=0.10060500000000001 -0.091964999999999977 -0.15079499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004349558438481804 -0.00019294396185770806 -5.2394181531082147e-06 0.00017843174376793624 leaf_weight=7.0366538589878465 4.4823476844467214 103.74856922474282 49.532460191345308 leaf_count=316 40 1827 677 internal_value=0 -3.26036e-05 0.000147556 internal_weight=0 110.785 54.0148 internal_count=2860 2143 717 is_linear=0 shrinkage=0.000439788 Tree=5624 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=6.93064 6.52127 1.89095 threshold=-0.24526499999999998 1.0000000180025095e-35 0.11493500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023435551942580336 -0.0060751889804573373 0.0037065392845810961 -0.000857830439245476 leaf_weight=8.4107988881005422 53.838589477127243 94.336875532870181 2.3986346233141367 leaf_count=256 1303 1212 53 internal_value=0 0.000152087 -0.0184359 internal_weight=0 148.175 10.8094 internal_count=2824 2515 309 is_linear=0 shrinkage=0.0224292 Tree=5625 num_leaves=4 num_cat=0 split_feature=52 160 2 split_gain=6.70062 4.80039 1.93019 threshold=-0.24526499999999998 0.098760000000000014 0.11719 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023228981842170683 0.001392814018051562 -0.012962561438373304 -0.0001233161329162877 leaf_weight=8.3716134116111771 135.20660473052703 12.81136911123758 2.322470256331143 leaf_count=263 2323 192 46 internal_value=0 0.000148805 -0.0182202 internal_weight=0 148.018 10.6941 internal_count=2824 2515 309 is_linear=0 shrinkage=0.0224292 Tree=5626 num_leaves=4 num_cat=0 split_feature=52 1 2 split_gain=6.58168 6.70452 1.83925 threshold=-0.24526499999999998 1.0000000180025095e-35 0.11680500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044839844413353591 -0.00011923584883608247 7.4074506907992858e-05 -9.8974492095764377e-06 leaf_weight=8.3891438706486934 54.477788238706125 95.512441194441635 2.3730987731396445 leaf_count=261 1303 1212 48 internal_value=0 3.85622e-06 -0.000351897 internal_weight=0 149.99 10.7622 internal_count=2824 2515 309 is_linear=0 shrinkage=0.000439788 Tree=5627 num_leaves=4 num_cat=0 split_feature=52 160 2 split_gain=6.47643 4.58995 1.89009 threshold=-0.24526499999999998 0.098760000000000014 0.11719 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023019789373874187 0.0013622196130311465 -0.012678866172763769 -0.00012331271310844533 leaf_weight=8.2579696466273145 135.23417874957522 12.803342082566813 2.3229663393867659 leaf_count=263 2323 192 46 internal_value=0 0.000146368 -0.0180023 internal_weight=0 148.038 10.5809 internal_count=2824 2515 309 is_linear=0 shrinkage=0.0224292 Tree=5628 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=4.84756 5.82223 5.7664 threshold=0.10100500000000003 0.10661500000000002 -0.076329999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.3011183643847046e-05 0.00021668712884951983 -7.3919986873646531e-05 -0.00013421503474581763 leaf_weight=43.067991109390277 35.233639815764036 21.433454093552427 65.371984376826731 leaf_count=862 495 218 1258 internal_value=0 0.000106782 -5.19148e-05 internal_weight=0 56.6671 108.44 internal_count=2833 713 2120 is_linear=0 shrinkage=0.000439788 Tree=5629 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=4.90858 5.91966 5.91792 threshold=0.10100500000000003 -0.11327499999999999 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015604801715384886 0.0002200570022305318 -0.00010159125648709103 -7.3110037786930536e-05 leaf_weight=21.488749754440505 35.174789368116762 87.106379299468244 21.412695830920711 leaf_count=173 495 1947 218 internal_value=0 -5.05913e-05 0.000109135 internal_weight=0 108.595 56.5875 internal_count=2833 2120 713 is_linear=0 shrinkage=0.000439788 Tree=5630 num_leaves=4 num_cat=0 split_feature=1 3 3 split_gain=5.16612 6.17804 5.77011 threshold=0.10100500000000003 -0.11327499999999999 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015831267829653371 0.00022046483217385459 -0.00010476630239165363 -6.8079382021425531e-05 leaf_weight=21.512272721418412 35.282755928696133 87.131901938329975 21.598048828454921 leaf_count=173 495 1947 218 internal_value=0 -5.26562e-05 0.000110916 internal_weight=0 108.644 56.8808 internal_count=2833 2120 713 is_linear=0 shrinkage=0.000439788 Tree=5631 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=4.49978 6.09639 5.98103 threshold=0.10100500000000003 -0.076329999999999995 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040574417820441501 0.011055367267699408 -0.0068708915105414169 -0.0040656371187896626 leaf_weight=42.513778455671854 34.605147405527532 64.797105912664847 21.214569874602603 leaf_count=862 495 1258 218 internal_value=0 -0.00254142 0.00530913 internal_weight=0 107.311 55.8197 internal_count=2833 2120 713 is_linear=0 shrinkage=0.0224292 Tree=5632 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.38946 4.3033 threshold=-0.4706749999999999 -0.13653999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014553414816541956 0.0047566646932178424 -0.0034695949566587096 leaf_weight=9.6995856913272274 45.741543427866418 106.29703448117652 leaf_count=79 352 2412 internal_value=0 -0.000994398 internal_weight=0 152.039 internal_count=2843 2764 is_linear=0 shrinkage=0.0224292 Tree=5633 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.60283 4.68249 threshold=-0.4706749999999999 -0.13653999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028812687393239633 9.4913557494193825e-05 -7.1636352492816338e-05 leaf_weight=9.8425634457089455 46.609295049827779 108.89025819452945 leaf_count=79 352 2412 internal_value=0 -2.17093e-05 internal_weight=0 155.5 internal_count=2843 2764 is_linear=0 shrinkage=0.000439788 Tree=5634 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.71008 7.42845 6.37808 threshold=-0.077944999999999987 -0.13112499999999996 0.10038500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035799505072707342 0.0071088752344323934 -0.0084452750679874008 -0.016396678397869471 leaf_weight=50.192628926510224 51.663946186992689 53.233375910785981 6.5242606662213793 leaf_count=394 824 1457 168 internal_value=0 -0.00260985 0.00446884 internal_weight=0 103.426 58.1882 internal_count=2843 1851 992 is_linear=0 shrinkage=0.0224292 Tree=5635 num_leaves=4 num_cat=0 split_feature=13 0 0 split_gain=4.52922 4.5571 1.93357 threshold=-0.24921999999999997 -0.13653999999999997 -0.10228499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.7954731745600116e-05 9.4887513333755103e-05 -7.2951763588661133e-05 0.00037204444600068623 leaf_weight=6.9982322070281944 44.557610201474745 104.94896383873129 8.2737173651694302 leaf_count=80 324 2376 63 internal_value=0 -2.29247e-05 0.000228368 internal_weight=0 149.507 15.2719 internal_count=2843 2700 143 is_linear=0 shrinkage=0.000439788 Tree=5636 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=6.11404 4.94188 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00062556575494299995 -0.020320797452159506 0.020708177543103258 leaf_weight=159.56745287566082 6.7658637481508768 6.3929164813016532 leaf_count=2759 76 62 internal_value=0 0.00140146 internal_weight=0 165.96 internal_count=2897 2821 is_linear=0 shrinkage=0.0224292 Tree=5637 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=5.60812 5.00449 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.1321201482899594e-06 -0.00038366257240991385 0.00040179408693082611 leaf_weight=163.63049535981554 6.8337233647471285 6.4406426867935798 leaf_count=2759 76 62 internal_value=0 2.21215e-05 internal_weight=0 170.071 internal_count=2897 2821 is_linear=0 shrinkage=0.000439788 Tree=5638 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=5.78647 4.95992 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=9.8948229599028139e-06 -0.00038691856109890761 0.00040247070225388958 leaf_weight=162.88533753012234 6.8477221446810281 6.4529358253930686 leaf_count=2759 76 62 internal_value=0 2.48983e-05 internal_weight=0 169.338 internal_count=2897 2821 is_linear=0 shrinkage=0.000439788 Tree=5639 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=5.61045 4.9488 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0824946017555902e-05 -0.00038004069795257947 0.00040278386056975303 leaf_weight=162.60947080427286 6.8348041493445626 6.4594464315450741 leaf_count=2759 76 62 internal_value=0 2.58439e-05 internal_weight=0 169.069 internal_count=2897 2821 is_linear=0 shrinkage=0.000439788 Tree=5640 num_leaves=3 num_cat=0 split_feature=453 52 split_gain=5.00254 5.07992 threshold=1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0034775884682909739 -0.018531317454601921 -0.013942698570296256 leaf_weight=154.22825891956745 5.8607911366270846 8.8888732847663032 leaf_count=2448 67 334 internal_value=0 0.00252677 internal_weight=0 163.117 internal_count=2849 2782 is_linear=0 shrinkage=0.0224292 Tree=5641 num_leaves=3 num_cat=0 split_feature=453 52 split_gain=4.75197 4.96552 threshold=1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.5197847692467062e-05 -0.0003539570203999497 -0.00027093935124470502 leaf_weight=155.98017392707698 5.9066972214495754 8.9711547233309812 leaf_count=2448 67 334 internal_value=0 4.68872e-05 internal_weight=0 164.951 internal_count=2849 2782 is_linear=0 shrinkage=0.000439788 Tree=5642 num_leaves=4 num_cat=0 split_feature=52 52 151 split_gain=4.60118 5.99697 5.40277 threshold=0.18829500000000002 0.14114500000000005 -0.065369999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5046463178414415e-05 0.00032137163587920561 0.00045625264097533345 -0.00046248812442239025 leaf_weight=156.91969630079984 2.2458418321912177 6.8032014933414748 6.8439473890175559 leaf_count=2481 29 31 308 internal_value=0 5.26001e-05 -0.00026855 internal_weight=0 163.723 9.08979 internal_count=2849 2512 337 is_linear=0 shrinkage=0.000439788 Tree=5643 num_leaves=3 num_cat=0 split_feature=453 52 split_gain=4.67373 4.67489 threshold=1.0000000180025095e-35 0.18829500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.5187177389838412e-05 -0.00034898311655463398 -0.00025933510919973511 leaf_weight=157.87242678932671 5.9352298100711769 9.0606576156569627 leaf_count=2448 67 334 internal_value=0 4.75454e-05 internal_weight=0 166.933 internal_count=2849 2782 is_linear=0 shrinkage=0.000439788 Tree=5644 num_leaves=4 num_cat=0 split_feature=50 2 48 split_gain=4.00971 6.50233 4.86533 threshold=0.088385000000000005 0.14069000000000004 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031622756339658152 -0.019745893301718654 0.017747406590768594 -0.01552043809328515 leaf_weight=143.96393170123338 9.7444204699131642 3.0387346156639969 7.3525128028122699 leaf_count=2309 459 34 61 internal_value=0 -0.01082 0.00225263 internal_weight=0 12.7832 151.316 internal_count=2863 493 2370 is_linear=0 shrinkage=0.0224292 Tree=5645 num_leaves=4 num_cat=0 split_feature=50 2 48 split_gain=3.8604 6.27849 4.64759 threshold=0.088385000000000005 0.14069000000000004 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030913208952285786 -0.019509530417264383 0.017486436999264578 -0.015162453186178841 leaf_weight=143.96562693253509 9.6426593783471599 3.0154618747765189 7.3576922949578138 leaf_count=2309 459 34 61 internal_value=0 -0.0106832 0.00220198 internal_weight=0 12.6581 151.323 internal_count=2863 493 2370 is_linear=0 shrinkage=0.0224292 Tree=5646 num_leaves=4 num_cat=0 split_feature=50 2 48 split_gain=3.71612 6.06102 4.43959 threshold=0.088385000000000005 0.14069000000000004 0.12879500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030219534091311022 -0.019271479329160991 0.017226487060423099 -0.014812658542698986 leaf_weight=143.96754474834597 9.5441793294085056 2.9928565252339459 7.3629080425889688 leaf_count=2309 459 34 61 internal_value=0 -0.0105457 0.00215246 internal_weight=0 12.537 151.33 internal_count=2863 493 2370 is_linear=0 shrinkage=0.0224292 Tree=5647 num_leaves=4 num_cat=0 split_feature=157 13 157 split_gain=3.6013 6.77999 5.62581 threshold=-0.077384999999999995 -0.011604999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068418031618694055 -0.02248753968871061 0.018959348120862765 0.00073438441092334833 leaf_weight=8.0435534589341859 5.4394600453379089 14.056512564497096 136.21810806915164 leaf_count=210 166 134 2353 internal_value=0 0.00957094 -0.000160216 internal_weight=0 22.1001 141.658 internal_count=2863 344 2519 is_linear=0 shrinkage=0.0224292 Tree=5648 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=5.42564 6.74872 6.53418 threshold=0.0063000000000000009 0.081245000000000026 -4.9999999999999989e-05 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0899036303588502e-05 2.3372147712445297e-06 0.00032982236491225472 -0.00039865928372665024 leaf_weight=86.167070830546436 50.738232837662508 15.992893312475642 11.133816812653093 leaf_count=1907 682 135 160 internal_value=0 8.08947e-05 -8.19065e-05 internal_weight=0 66.7311 97.3009 internal_count=2884 817 2067 is_linear=0 shrinkage=0.000439788 Tree=5649 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=5.47323 6.66092 6.60263 threshold=0.0063000000000000009 0.081245000000000026 -4.9999999999999989e-05 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9495643980325162e-05 5.0249712685164332e-06 0.00033001953702399079 -0.00039939553374393954 leaf_weight=86.672605109939468 51.061762657103827 16.006760378717445 11.106437988259129 leaf_count=1907 682 135 160 internal_value=0 8.26609e-05 -8.04456e-05 internal_weight=0 67.0685 97.779 internal_count=2884 817 2067 is_linear=0 shrinkage=0.000439788 Tree=5650 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=5.25622 6.60325 6.50855 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002051692400686294 0.00010781779266536415 -0.020483684097808798 0.016633977935154198 leaf_weight=84.857653843879234 50.306613529341121 11.033020151546223 15.720486987149341 leaf_count=1907 682 160 135 internal_value=0 -0.0041761 0.00404623 internal_weight=0 95.8907 66.0271 internal_count=2884 2067 817 is_linear=0 shrinkage=0.0224292 Tree=5651 num_leaves=4 num_cat=0 split_feature=4 150 4 split_gain=5.18059 6.39472 6.25946 threshold=0.0063000000000000009 0.081245000000000026 -4.9999999999999989e-05 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9486535273750936e-05 3.7012712475294409e-06 0.00032389987157926107 -0.00039104344396728209 leaf_weight=86.057363867104868 50.8126163237539 15.800086661824023 11.035719295992747 leaf_count=1907 682 135 160 internal_value=0 7.97213e-05 -7.95139e-05 internal_weight=0 66.6127 97.0931 internal_count=2884 817 2067 is_linear=0 shrinkage=0.000439788 Tree=5652 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=7.62089 9.62561 7.15998 threshold=0.084055000000000005 -0.4706749999999999 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2974560813143423e-05 0.00049658028827464454 -0.00017477014495148851 -0.0003665457702227337 leaf_weight=82.457115912271547 4.3751009849365792 69.064684913242672 7.1060774133366058 leaf_count=832 16 1891 112 internal_value=0 -0.000134656 5.64452e-05 internal_weight=0 73.4398 89.5632 internal_count=2851 1907 944 is_linear=0 shrinkage=0.000439788 Tree=5653 num_leaves=4 num_cat=0 split_feature=12 13 15 split_gain=6.99941 9.00904 7.10337 threshold=0.084055000000000005 -0.4706749999999999 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045928120654303494 0.024923311283125783 -0.0087141650481532065 -0.018970995402749206 leaf_weight=81.053142226708587 4.2402348970063022 67.417398905388836 6.9719353445834704 leaf_count=832 16 1891 112 internal_value=0 -0.00671761 0.00272276 internal_weight=0 71.6576 88.0251 internal_count=2851 1907 944 is_linear=0 shrinkage=0.0224292 Tree=5654 num_leaves=4 num_cat=0 split_feature=12 13 49 split_gain=6.70858 8.67837 6.84325 threshold=0.084055000000000005 -0.4706749999999999 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014959096229341743 0.024658147265767556 -0.0085418824443880288 0.0048852600720975855 leaf_weight=9.8251475780270976 4.1904749216046175 67.236986135758343 78.093211949875695 leaf_count=89 16 1891 855 internal_value=0 -0.00658805 0.00266483 internal_weight=0 71.4275 87.9184 internal_count=2851 1907 944 is_linear=0 shrinkage=0.0224292 Tree=5655 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=4.64989 4.68883 threshold=-0.016839999999999997 0.086610000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023323231032859548 -0.0075568390071406059 0.00070870014266848037 leaf_weight=3.7027589186327523 51.76096645781945 103.60768102999282 leaf_count=91 1072 1688 internal_value=0 -0.00204555 internal_weight=0 155.369 internal_count=2851 2760 is_linear=0 shrinkage=0.0224292 Tree=5656 num_leaves=4 num_cat=0 split_feature=43 160 13 split_gain=3.81624 6.57422 4.95216 threshold=-0.074359999999999996 -1.0000000180025095e-35 -0.095244999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015099710628899707 0.00011439023610633389 0.00017856439375927433 -0.00010308733771755195 leaf_weight=15.796222691857109 27.513961449440103 45.075895523419604 76.565642265275528 leaf_count=449 313 666 1404 internal_value=0 9.30231e-05 -4.55856e-05 internal_weight=0 60.8721 104.08 internal_count=2832 1115 1717 is_linear=0 shrinkage=0.000439788 Tree=5657 num_leaves=4 num_cat=0 split_feature=43 160 4 split_gain=3.96625 6.66296 4.94021 threshold=-0.074359999999999996 -1.0000000180025095e-35 -0.48515499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0077367205341958879 -0.024621591599963674 0.0093114727932021371 -0.0012803507461145503 leaf_weight=15.556172800734201 4.7662009377963832 44.440556261775782 97.69506465428276 leaf_count=449 118 666 1599 internal_value=0 0.0048901 -0.0023705 internal_weight=0 59.9967 102.461 internal_count=2832 1115 1717 is_linear=0 shrinkage=0.0224292 Tree=5658 num_leaves=4 num_cat=0 split_feature=43 160 4 split_gain=3.792 6.36884 4.78917 threshold=-0.074359999999999996 -1.0000000180025095e-35 -0.48515499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0075755337664485589 -0.024364702522746161 0.0091016806916461145 -0.0012515726848737257 leaf_weight=15.531518786112427 4.709272594889625 44.44554550232715 97.700202484535112 leaf_count=449 118 666 1599 internal_value=0 0.00478195 -0.00231877 internal_weight=0 59.9771 102.409 internal_count=2832 1115 1717 is_linear=0 shrinkage=0.0224292 Tree=5659 num_leaves=4 num_cat=0 split_feature=43 160 43 split_gain=3.4854 6.09438 4.82111 threshold=-0.074359999999999996 -1.0000000180025095e-35 -0.00363 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014622217451243345 -0.00029623000554649634 0.00017176846384289843 -7.8051044878209807e-06 leaf_weight=15.723847661967737 12.773043746099573 44.917880090972176 90.584522800447303 leaf_count=449 602 666 1115 internal_value=0 8.92963e-05 -4.34971e-05 internal_weight=0 60.6417 103.358 internal_count=2832 1115 1717 is_linear=0 shrinkage=0.000439788 Tree=5660 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=5.03162 4.05907 threshold=0.26667500000000005 0.092300000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.7362115158322958e-07 -0.00049431723260675957 0.00029107246899520814 leaf_weight=153.70724618459644 3.7924855356977778 9.793415155290857 leaf_count=2653 73 211 internal_value=0 1.68334e-05 internal_weight=0 163.501 internal_count=2937 2864 is_linear=0 shrinkage=0.000439788 Tree=5661 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=5.10231 4.58047 threshold=0.26667500000000005 0.092300000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.9866953666736264e-05 -0.025499451944088335 0.01592295394791015 leaf_weight=150.27242590798051 3.7540348011534652 9.5647148927964718 leaf_count=2653 73 211 internal_value=0 0.000888937 internal_weight=0 159.837 internal_count=2937 2864 is_linear=0 shrinkage=0.0224292 Tree=5662 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=4.90744 4.35136 threshold=0.26667500000000005 0.092300000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.8299931730718747e-05 -0.025091303144807845 0.01547829596946463 leaf_weight=150.27255473913465 3.7301144080702207 9.6187228270864562 leaf_count=2653 73 211 internal_value=0 0.000868687 internal_weight=0 159.891 internal_count=2937 2864 is_linear=0 shrinkage=0.0224292 Tree=5663 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=4.71912 4.13438 threshold=0.26667500000000005 0.092300000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.676815731339695e-05 -0.024684786677812608 0.015048395520447646 leaf_weight=150.27268099781941 3.707079716899897 9.6715419640240707 leaf_count=2653 73 211 internal_value=0 0.000848906 internal_weight=0 159.944 internal_count=2937 2864 is_linear=0 shrinkage=0.0224292 Tree=5664 num_leaves=4 num_cat=0 split_feature=159 41 1 split_gain=4.546 4.45554 3.29749 threshold=0.10516000000000002 0.082980000000000012 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0110349207456834e-05 -0.00049597092107480885 -0.00034034381038555066 9.8884460672904416e-05 leaf_weight=150.10953711555339 5.2779661290987843 5.5544809808488926 2.7235685962950811 leaf_count=2532 147 91 87 internal_value=0 4.57812e-05 -0.00029374 internal_weight=0 155.664 8.00153 internal_count=2857 2623 234 is_linear=0 shrinkage=0.000439788 Tree=5665 num_leaves=4 num_cat=0 split_feature=159 41 15 split_gain=4.57836 4.58348 2.73156 threshold=0.10516000000000002 0.082980000000000012 -0.100755 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2297850029609516e-05 0.00013887236431840626 -0.00034390386045102467 -0.00044589206131794761 leaf_weight=149.53029057850654 2.0804815565934405 5.55418825088418 5.8999225074076085 leaf_count=2532 76 91 158 internal_value=0 4.77096e-05 -0.000293477 internal_weight=0 155.084 7.9804 internal_count=2857 2623 234 is_linear=0 shrinkage=0.000439788 Tree=5666 num_leaves=4 num_cat=0 split_feature=159 2 41 split_gain=4.65228 4.71704 4.60006 threshold=0.10516000000000002 0.11284000000000001 0.082980000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3131167500675564e-05 -0.00052850388212148875 0.00019457593805239734 -0.00034461832370180477 leaf_weight=149.92492932159075 5.3959362471068735 2.5624594065593556 5.5306086984928688 leaf_count=2532 156 78 91 internal_value=0 -0.000295777 4.85842e-05 internal_weight=0 7.9584 155.456 internal_count=2857 234 2623 is_linear=0 shrinkage=0.000439788 Tree=5667 num_leaves=4 num_cat=0 split_feature=159 2 13 split_gain=4.67349 4.62639 3.7753 threshold=0.10516000000000002 0.11284000000000001 -0.24921999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01582334392129878 -0.027054471261016271 0.009781862297885812 0.0015165257460747017 leaf_weight=9.900725686165968 5.3406977312697554 2.510426226304844 143.71280781296809 leaf_count=107 156 78 2516 internal_value=0 -0.0152808 0.00244048 internal_weight=0 7.85112 153.614 internal_count=2857 234 2623 is_linear=0 shrinkage=0.0224292 Tree=5668 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=4.65325 4.76813 threshold=1.0000000180025095e-35 0.25367000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015932505481504803 -0.019833396290324469 0.0091325397425626367 leaf_weight=127.13250828818855 6.0680515038548029 24.921241530333646 leaf_count=2370 75 379 internal_value=0 0.000165606 internal_weight=0 152.054 internal_count=2824 2749 is_linear=0 shrinkage=0.0224292 Tree=5669 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=4.09249 5.03052 threshold=1.0000000180025095e-35 0.25367000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.8636217587298648e-05 -0.00038830267519340865 0.00015748140644106863 leaf_weight=130.9740915115035 6.1923737846082068 24.751918054069392 leaf_count=2370 75 379 internal_value=0 -2.42702e-05 internal_weight=0 155.726 internal_count=2824 2749 is_linear=0 shrinkage=0.000439788 Tree=5670 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=4.16122 4.80979 threshold=1.0000000180025095e-35 0.25367000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.1950533916890257e-05 -0.0003657199774254434 0.0001775070788607742 leaf_weight=130.47114571381826 6.1665229389909646 25.299223690090002 leaf_count=2370 75 379 internal_value=0 2.08581e-06 internal_weight=0 155.77 internal_count=2824 2749 is_linear=0 shrinkage=0.000439788 Tree=5671 num_leaves=3 num_cat=0 split_feature=453 4 split_gain=4.43935 4.57911 threshold=1.0000000180025095e-35 0.25367000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001584802497896 -0.019416672590852207 0.0089429113711318557 leaf_weight=127.24171103577828 6.0568034120369694 24.82268747620401 leaf_count=2370 75 379 internal_value=0 0.000134627 internal_weight=0 152.064 internal_count=2824 2749 is_linear=0 shrinkage=0.0224292 Tree=5672 num_leaves=4 num_cat=0 split_feature=129 0 133 split_gain=5.74183 5.35308 0.755067 threshold=0.089165000000000008 -0.017269999999999997 -0.08156999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0817381941905508e-05 -0.00071049244196272246 0.00021210072922725991 -0.0003335253283077731 leaf_weight=133.68765918519057 1.7343714731396174 24.662599800969474 2.6557697825483038 leaf_count=2401 52 299 131 internal_value=0 2.39229e-05 -0.000484882 internal_weight=0 158.35 4.39014 internal_count=2883 2700 183 is_linear=0 shrinkage=0.000439788 Tree=5673 num_leaves=4 num_cat=0 split_feature=129 2 133 split_gain=5.75751 4.59668 0.752616 threshold=0.089165000000000008 0.089765000000000025 -0.08156999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030032390583907089 -0.036427511995963668 0.0047088492502236571 -0.017117767324025347 leaf_weight=70.391543148805795 1.7163590595882849 86.806861278681026 2.6202000615594434 leaf_count=1493 52 1207 131 internal_value=0 0.00125552 -0.0248865 internal_weight=0 157.198 4.33656 internal_count=2883 2700 183 is_linear=0 shrinkage=0.0224292 Tree=5674 num_leaves=4 num_cat=0 split_feature=129 0 133 split_gain=5.5193 5.6115 0.785558 threshold=0.089165000000000008 -0.017269999999999997 -0.08156999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3146243814022192e-05 -0.00070959442222918664 0.00021436137367494306 -0.00032412732762879108 leaf_weight=134.39464169156054 1.7111439348373094 24.825854171125684 2.662822229351149 leaf_count=2401 52 299 131 internal_value=0 2.23485e-05 -0.000477355 internal_weight=0 159.22 4.37397 internal_count=2883 2700 183 is_linear=0 shrinkage=0.000439788 Tree=5675 num_leaves=4 num_cat=0 split_feature=129 0 133 split_gain=5.57171 5.30976 0.763475 threshold=0.089165000000000008 -0.017269999999999997 -0.08156999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054598241925590861 -0.036449788416718268 0.010818435450995508 -0.016848330646645031 leaf_weight=132.63530213517515 1.6769502710667437 24.484383952745702 2.6019742661155751 leaf_count=2401 52 299 131 internal_value=0 0.00122606 -0.0246581 internal_weight=0 157.12 4.27892 internal_count=2883 2700 183 is_linear=0 shrinkage=0.0224292 Tree=5676 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=4.0884 5.31465 threshold=0.15609000000000003 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013737783482414012 0.00030013234522933638 3.7651157955412228e-05 leaf_weight=50.237582134275726 8.0838040732196514 100.94234984499053 leaf_count=1433 53 1360 internal_value=0 -2.05215e-05 internal_weight=0 151.18 internal_count=2846 2793 is_linear=0 shrinkage=0.000439788 Tree=5677 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=4.10849 5.20809 threshold=0.15609000000000003 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013665933315010304 0.00030052193648598592 3.6705391643665864e-05 leaf_weight=50.203413027858915 8.0818851598887687 100.73285841572215 leaf_count=1433 53 1360 internal_value=0 -2.0968e-05 internal_weight=0 150.936 internal_count=2846 2793 is_linear=0 shrinkage=0.000439788 Tree=5678 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=4.0449 4.99624 threshold=0.15609000000000003 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0068562243864605261 0.015265072788672179 0.0018434762767430553 leaf_weight=49.727678207509598 8.0385732223512587 99.882955341774505 leaf_count=1433 53 1360 internal_value=0 -0.00104864 internal_weight=0 149.611 internal_count=2846 2793 is_linear=0 shrinkage=0.0224292 Tree=5679 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=3.96682 5.24861 threshold=0.15609000000000003 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013616323764834134 0.00029511241891541022 3.6780820876108505e-05 leaf_weight=50.758479215885018 8.0876534502604027 102.34352700857562 leaf_count=1433 53 1360 internal_value=0 -2.05658e-05 internal_weight=0 153.102 internal_count=2846 2793 is_linear=0 shrinkage=0.000439788 Tree=5680 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=4.33597 5.49781 threshold=-0.094679999999999986 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017388436758095548 0.0029904345579285238 -0.023241030063683221 leaf_weight=5.82486652676016 150.94949006423849 4.1105125449248581 leaf_count=48 2672 92 internal_value=0 0.00229228 internal_weight=0 155.06 internal_count=2812 2764 is_linear=0 shrinkage=0.0224292 Tree=5681 num_leaves=3 num_cat=0 split_feature=1213 403 split_gain=4.13216 5.91679 threshold=-0.082704999999999987 0.093255000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047415166984029388 1.7463017546253328e-05 0.00042161081946917708 leaf_weight=3.1132344355864907 153.9466163549514 7.3214815865649134 leaf_count=259 2439 114 internal_value=0 3.58588e-05 internal_weight=0 161.268 internal_count=2812 2553 is_linear=0 shrinkage=0.000439788 Tree=5682 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=4.13141 5.28966 threshold=-0.094679999999999986 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016946357030420373 0.0029176809667499238 -0.022918962695644987 leaf_weight=5.842849842272698 151.01790472180073 4.0755542251281431 leaf_count=48 2672 92 internal_value=0 0.00223601 internal_weight=0 155.093 internal_count=2812 2764 is_linear=0 shrinkage=0.0224292 Tree=5683 num_leaves=3 num_cat=0 split_feature=1213 403 split_gain=4.38503 5.95995 threshold=-0.082704999999999987 0.093255000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047505502211080792 2.0877146417173409e-05 0.00042816665511493117 leaf_weight=3.2528927818930233 154.51062865338463 7.2573350834718431 leaf_count=259 2439 114 internal_value=0 3.91976e-05 internal_weight=0 161.768 internal_count=2812 2553 is_linear=0 shrinkage=0.000439788 Tree=5684 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=4.06933 3.94734 threshold=-0.40775499999999992 -0.24005499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051636279111062929 0.0003601076771659162 -4.6593872894550931e-07 leaf_weight=2.8378925927972878 6.0829873126640441 155.91108661199905 leaf_count=94 51 2714 internal_value=0 1.31147e-05 internal_weight=0 161.994 internal_count=2859 2765 is_linear=0 shrinkage=0.000439788 Tree=5685 num_leaves=4 num_cat=0 split_feature=480 42 42 split_gain=3.37838 3.78788 0.968711 threshold=0.083685000000000009 -1.0000000180025095e-35 0.090145000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070619712132068959 -0.026872103474561801 0.0023052855822331144 -0.0052909065517180659 leaf_weight=25.980589159316878 2.8271483882854218 131.82546764469589 1.6723002343496771 leaf_count=751 129 1897 82 internal_value=0 0.000762428 -0.0189073 internal_weight=0 157.806 4.49945 internal_count=2859 2648 211 is_linear=0 shrinkage=0.0224292 Tree=5686 num_leaves=4 num_cat=0 split_feature=480 42 42 split_gain=3.26388 3.62483 0.959031 threshold=0.083685000000000009 -1.0000000180025095e-35 0.090145000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0069169273047724683 -0.026720770148133923 0.0022538319917195541 -0.0051774212755171202 leaf_weight=25.931408033786283 2.7800308062433023 131.81131632775941 1.6710579805367158 leaf_count=751 129 1897 82 internal_value=0 0.000745591 -0.0186895 internal_weight=0 157.743 4.45109 internal_count=2859 2648 211 is_linear=0 shrinkage=0.0224292 Tree=5687 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=4.14364 3.81577 threshold=-0.40775499999999992 -0.24005499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005177922820383072 0.00035304625863570165 -1.3933621530989723e-06 leaf_weight=2.8883614993828806 6.0845194892026475 156.63199452322078 leaf_count=94 51 2714 internal_value=0 1.19002e-05 internal_weight=0 162.717 internal_count=2859 2765 is_linear=0 shrinkage=0.000439788 Tree=5688 num_leaves=4 num_cat=0 split_feature=15 49 43 split_gain=5.28661 6.08733 4.49823 threshold=0.088550000000000004 -0.085174999999999987 0.22431000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013302549912163899 -0.01496420099334657 0.0024782230093453083 0.016531971553327762 leaf_weight=13.603014065622117 18.518050361541103 126.39864373471573 2.5852407830825532 leaf_count=134 578 2078 59 internal_value=0 0.000943307 -0.0110943 internal_weight=0 140.002 21.1033 internal_count=2849 2212 637 is_linear=0 shrinkage=0.0224292 Tree=5689 num_leaves=4 num_cat=0 split_feature=15 49 43 split_gain=5.07602 5.81186 4.31896 threshold=0.088550000000000004 -0.085174999999999987 0.22431000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012988292228295232 -0.014708814092645564 0.0024226471469094594 0.016162903501776849 leaf_weight=13.61992677854141 18.418489801406398 126.3986328822175 2.585398123599588 leaf_count=134 578 2078 59 internal_value=0 0.000922023 -0.0108975 internal_weight=0 140.019 21.0039 internal_count=2849 2212 637 is_linear=0 shrinkage=0.0224292 Tree=5690 num_leaves=4 num_cat=0 split_feature=15 49 43 split_gain=4.87319 5.54883 4.14637 threshold=0.088550000000000004 -0.085174999999999987 0.22431000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012681411462120972 -0.014455738595900646 0.002368314554475311 0.015801377792826511 leaf_weight=13.636909827037014 18.322033962409481 126.39877482601514 2.5856693114328655 leaf_count=134 578 2078 59 internal_value=0 0.000901218 -0.0107028 internal_weight=0 140.036 20.9077 internal_count=2849 2212 637 is_linear=0 shrinkage=0.0224292 Tree=5691 num_leaves=4 num_cat=0 split_feature=15 0 43 split_gain=4.87443 5.53436 3.91488 threshold=0.088550000000000004 -0.077784999999999979 0.22431000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7741992271550214e-05 -0.00028040809590909279 0.00013467038728415883 0.00029051925756985443 leaf_weight=93.958195394996437 18.809254774459991 48.894461793490336 2.6341832416073876 leaf_count=1518 578 694 59 internal_value=0 1.47023e-05 -0.000210077 internal_weight=0 142.853 21.4434 internal_count=2849 2212 637 is_linear=0 shrinkage=0.000439788 Tree=5692 num_leaves=4 num_cat=0 split_feature=2 157 2 split_gain=4.55219 9.13384 8.81579 threshold=0.086610000000000006 -0.077834999999999988 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00029385642767367127 0.0006664949245381805 -0.00018705244363242674 1.7956415828280398e-05 leaf_weight=9.0707752376038098 4.1967746601731042 47.865048973617377 105.58523726986823 leaf_count=105 39 1079 1626 internal_value=0 -0.000110363 4.28605e-05 internal_weight=0 56.9358 109.782 internal_count=2849 1184 1665 is_linear=0 shrinkage=0.000439788 Tree=5693 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=4.6789 5.25288 threshold=0.11896000000000002 -0.18357499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00047029361522267195 -0.00033356755535159316 -4.5396549088144699e-06 leaf_weight=4.623972068540751 8.0665250255260599 152.76526832572927 leaf_count=24 92 2733 internal_value=0 9.46592e-06 internal_weight=0 157.389 internal_count=2849 2757 is_linear=0 shrinkage=0.000439788 Tree=5694 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=4.79098 5.28481 threshold=0.11896000000000002 -0.18357499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.024118502761187557 -0.017375484900920002 -0.00030343517385491111 leaf_weight=4.5739241952542207 7.9858269636752075 151.12959451991992 leaf_count=24 92 2733 internal_value=0 0.000416849 internal_weight=0 155.704 internal_count=2849 2757 is_linear=0 shrinkage=0.0224292 Tree=5695 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=4.5899 5.07663 threshold=0.11896000000000002 -0.18357499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.023695970822879563 -0.017026577893463835 -0.00029663223083167893 leaf_weight=4.5516598778776816 7.9672897998243561 151.1285347178964 leaf_count=24 92 2733 internal_value=0 0.000407665 internal_weight=0 155.68 internal_count=2849 2757 is_linear=0 shrinkage=0.0224292 Tree=5696 num_leaves=4 num_cat=0 split_feature=3 376 15 split_gain=5.62278 7.29253 4.06295 threshold=-0.10072999999999999 0.048375000000000008 -0.013969999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030281852685858784 -9.4529632210720477e-05 0.00028639835958378478 2.9257799100138377e-06 leaf_weight=15.625671311834592 116.54572874759469 10.586146419751456 19.792123376275413 leaf_count=155 2306 143 248 internal_value=0 -6.27719e-05 0.000135325 internal_weight=0 127.132 35.4178 internal_count=2852 2449 403 is_linear=0 shrinkage=0.000439788 Tree=5697 num_leaves=4 num_cat=0 split_feature=3 376 15 split_gain=5.62873 7.04558 3.96075 threshold=-0.10072999999999999 0.048375000000000008 -0.013969999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029976654673582846 -9.6330961264893172e-05 0.00027963497750052422 2.9662508476525605e-06 leaf_weight=15.50529749484849 116.02856934066222 10.495727117522618 19.772992843412794 leaf_count=155 2306 143 248 internal_value=0 -6.51055e-05 0.000133506 internal_weight=0 126.524 35.2783 internal_count=2852 2449 403 is_linear=0 shrinkage=0.000439788 Tree=5698 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=5.50654 6.85975 3.93063 threshold=-0.10072999999999999 -0.084094999999999989 -0.013969999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029695684122766649 -0.00034865213935092541 -2.7334111844049036e-05 2.1444971861118834e-06 leaf_weight=15.606064865336519 14.486474710589389 112.67791541072802 19.87116372724995 leaf_count=155 601 1848 248 internal_value=0 -6.39853e-05 0.000131919 internal_weight=0 127.164 35.4772 internal_count=2852 2449 403 is_linear=0 shrinkage=0.000439788 Tree=5699 num_leaves=4 num_cat=0 split_feature=3 376 15 split_gain=5.42067 7.00329 3.82933 threshold=-0.10072999999999999 0.048375000000000008 -0.013969999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015176512096361075 -0.0048375614317300595 0.014418269367914115 0.00018028880200616473 leaf_weight=15.267893700656712 114.48873836585699 10.343145946448201 19.485497630434111 leaf_count=155 2306 143 248 internal_value=0 -0.00324013 0.00677316 internal_weight=0 124.832 34.7534 internal_count=2852 2449 403 is_linear=0 shrinkage=0.0224292 Tree=5700 num_leaves=3 num_cat=0 split_feature=1374 49 split_gain=4.25071 3.86056 threshold=0.089520000000000016 -0.44233499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022358688671508666 -0.022149142562285465 0.00057192469679131694 leaf_weight=4.1843745559453955 4.020287074148654 153.79685913924186 leaf_count=14 56 2757 internal_value=0 0.00115161 internal_weight=0 157.981 internal_count=2827 2771 is_linear=0 shrinkage=0.0224292 Tree=5701 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=4.07639 4.10915 threshold=0.089520000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020675179304857162 -0.021730687589671938 0.0017257587618420599 leaf_weight=4.2138762694303287 4.0063232012325889 153.7691135705827 leaf_count=266 56 2505 internal_value=0 0.00112583 internal_weight=0 157.983 internal_count=2827 2771 is_linear=0 shrinkage=0.0224292 Tree=5702 num_leaves=4 num_cat=0 split_feature=1456 1374 159 split_gain=3.87854 4.05719 0.438471 threshold=-1.0000000180025095e-35 0.087785000000000016 -0.024374999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002040088916988976 3.4389972270179276e-05 -0.00037441848871365917 -0.00050530410561532501 leaf_weight=1.4599089840885424 154.69484613831446 4.8233321069274089 2.7844866225641445 leaf_count=104 2493 66 164 internal_value=0 2.19856e-05 -0.000403048 internal_weight=0 159.518 4.2444 internal_count=2827 2559 268 is_linear=0 shrinkage=0.000439788 Tree=5703 num_leaves=4 num_cat=0 split_feature=403 15 49 split_gain=3.94428 5.76823 4.33184 threshold=0.092300000000000007 0.088235000000000022 -0.44233499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02220224229388797 -0.0022309529995701185 0.032094844606717153 -0.0009806950694152231 leaf_weight=4.1498900717124334 5.1124715881014691 4.7286751015926711 147.96419322406291 leaf_count=15 142 83 2587 internal_value=0 0.0142928 -0.000345524 internal_weight=0 9.84115 152.114 internal_count=2827 225 2602 is_linear=0 shrinkage=0.0224292 Tree=5704 num_leaves=4 num_cat=0 split_feature=403 403 160 split_gain=3.58304 6.98739 3.83418 threshold=0.092300000000000007 0.09389500000000002 -0.25833999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023059486215833553 0.046861789723523339 0.0038530148234262001 0.0016173672349976535 leaf_weight=3.2163642841042011 2.5488724308088404 7.3247718775528483 150.9541272954375 leaf_count=220 5 228 2394 internal_value=0 0.0150247 0.00109976 internal_weight=0 9.87364 154.17 internal_count=2847 233 2614 is_linear=0 shrinkage=0.0224292 Tree=5705 num_leaves=4 num_cat=0 split_feature=13 13 11 split_gain=3.40994 7.06389 5.41165 threshold=-0.094744999999999982 -0.083574999999999997 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002501159355824909 -0.00029276368058500066 3.908761091676056e-05 -0.00020497761104102926 leaf_weight=26.450899275572738 13.811796102614606 120.43584250461572 6.2310131429694584 leaf_count=299 497 1982 69 internal_value=0 4.90899e-06 0.00016328 internal_weight=0 134.248 32.6819 internal_count=2847 2479 368 is_linear=0 shrinkage=0.000439788 Tree=5706 num_leaves=4 num_cat=0 split_feature=13 13 11 split_gain=3.25703 6.99362 5.22759 threshold=-0.094744999999999982 -0.083574999999999997 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024538848355009718 -0.00029246053622426771 3.8645671701752528e-05 -0.0002022751632221962 leaf_weight=26.337848910246976 13.727281108673195 120.43394255782187 6.2243098241742691 leaf_count=299 497 1982 69 internal_value=0 4.73033e-06 0.000159748 internal_weight=0 134.161 32.5622 internal_count=2847 2479 368 is_linear=0 shrinkage=0.000439788 Tree=5707 num_leaves=4 num_cat=0 split_feature=456 52 2 split_gain=3.3233 4.64204 1.91435 threshold=0.087495000000000003 -0.51745999999999992 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045536323392633384 -0.00047712666560238541 6.166631883596871e-05 -1.4356628559554343e-05 leaf_weight=3.4137574133637818 3.6709304637624873 155.78170602984756 3.2554807916749269 leaf_count=189 109 2510 39 internal_value=0 5.0526e-05 -0.000260258 internal_weight=0 159.195 6.92641 internal_count=2847 2699 148 is_linear=0 shrinkage=0.000439788 Tree=5708 num_leaves=4 num_cat=0 split_feature=128 50 16 split_gain=4.59068 4.14808 0.283022 threshold=0.086435000000000012 0.10124500000000002 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2310117206495384e-05 -0.00050984807119964679 -0.00027322162426980586 -0.00028367770969317199 leaf_weight=156.28270552514005 2.6999635376050719 8.4774991173326253 1.9286113344132889 leaf_count=2360 143 308 51 internal_value=0 2.60451e-05 -0.000417161 internal_weight=0 164.76 4.62857 internal_count=2862 2668 194 is_linear=0 shrinkage=0.000439788 Tree=5709 num_leaves=4 num_cat=0 split_feature=128 50 16 split_gain=4.59807 3.81456 0.276461 threshold=0.086435000000000012 0.10124500000000002 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0973755200731773e-05 -0.00050954748142287732 -0.00026582339768958015 -0.00028599146934696806 leaf_weight=155.72060263021558 2.7003464970257482 8.2349077559047128 1.932901836815289 leaf_count=2360 143 308 51 internal_value=0 2.55353e-05 -0.000417841 internal_weight=0 163.956 4.63325 internal_count=2862 2668 194 is_linear=0 shrinkage=0.000439788 Tree=5710 num_leaves=4 num_cat=0 split_feature=128 50 16 split_gain=4.63084 3.79525 0.268232 threshold=0.086435000000000012 0.10124500000000002 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021499818956946882 -0.026224841543858356 -0.013621321964540453 -0.014845304522814035 leaf_weight=153.46100462798495 2.649413487262791 8.0611336906731577 1.8827256204676803 leaf_count=2360 143 308 51 internal_value=0 0.00136136 -0.0215797 internal_weight=0 161.522 4.53214 internal_count=2862 2668 194 is_linear=0 shrinkage=0.0224292 Tree=5711 num_leaves=4 num_cat=0 split_feature=128 50 16 split_gain=4.49475 3.79981 0.275584 threshold=0.086435000000000012 0.10124500000000002 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0031168027280088e-05 -0.00050991971371120782 -0.00026553914169229263 -0.00028502684428535405 leaf_weight=155.48997950355988 2.6486533584466088 8.2716054277843778 1.9094193427008566 leaf_count=2360 143 308 51 internal_value=0 2.45676e-05 -0.000417292 internal_weight=0 163.762 4.55807 internal_count=2862 2668 194 is_linear=0 shrinkage=0.000439788 Tree=5712 num_leaves=4 num_cat=0 split_feature=403 3 156 split_gain=4.23617 5.03581 4.06122 threshold=-1.0000000180025095e-35 -0.097454999999999986 0.10691500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0083263760448871668 0.0042472186203349046 -0.019423475540812068 -0.016489785762467003 leaf_weight=5.1691489941440514 141.04223658019328 8.9879311024269537 4.8981915980693875 leaf_count=72 1948 613 151 internal_value=0 -0.00929365 0.00354916 internal_weight=0 14.1571 145.94 internal_count=2784 685 2099 is_linear=0 shrinkage=0.0224292 Tree=5713 num_leaves=4 num_cat=0 split_feature=403 1 156 split_gain=4.07138 4.88941 3.88977 threshold=-1.0000000180025095e-35 0.080320000000000016 0.10691500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021247459312155707 0.0041523456676429062 0.0053261504508633527 -0.016173623427778047 leaf_weight=7.6462987321574456 141.0296101743952 6.3729055709845852 4.8824854526319532 leaf_count=511 1948 174 151 internal_value=0 -0.00917671 0.00347017 internal_weight=0 14.0192 145.912 internal_count=2784 685 2099 is_linear=0 shrinkage=0.0224292 Tree=5714 num_leaves=4 num_cat=0 split_feature=403 3 15 split_gain=3.91131 4.85119 3.69156 threshold=-1.0000000180025095e-35 -0.097454999999999986 0.083995000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0082610836971194306 0.0015905230187795479 -0.019170154411754001 0.010456004625038628 leaf_weight=5.1263225052971384 116.24495781311998 8.7694821947952715 29.640467235614778 leaf_count=72 1616 613 483 internal_value=0 -0.009053 0.00339291 internal_weight=0 13.8958 145.885 internal_count=2784 685 2099 is_linear=0 shrinkage=0.0224292 Tree=5715 num_leaves=3 num_cat=0 split_feature=155 1213 split_gain=3.65025 3.43768 threshold=0.10222000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012009655920966953 -0.019244066633447441 0.0035424891775312438 leaf_weight=7.4937338052695841 3.8563688716676543 148.3416749809694 leaf_count=428 133 2223 internal_value=0 0.00279325 internal_weight=0 155.835 internal_count=2784 2651 is_linear=0 shrinkage=0.0224292 Tree=5716 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=3.58691 4.11778 2.63047 threshold=0.13584500000000002 -0.12394999999999999 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042584256127938479 0.00049512669002327954 1.5819606421114163e-05 2.2225129306162608e-05 leaf_weight=4.1794212850363683 5.1275016541476361 148.27221977667068 4.0806784094311279 leaf_count=43 138 2633 35 internal_value=0 3.65975e-06 0.000286036 internal_weight=0 152.452 9.20818 internal_count=2849 2676 173 is_linear=0 shrinkage=0.000439788 Tree=5717 num_leaves=4 num_cat=0 split_feature=1 43 15 split_gain=3.78232 4.20882 2.61458 threshold=0.13584500000000002 -0.074359999999999996 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3149734956276121e-05 0.00049767146603453051 -5.7033550258769608e-05 2.7254568153914869e-05 leaf_weight=58.617138985278871 5.1590155753074214 93.850785708622425 4.0945171907078457 leaf_count=1065 138 1611 35 internal_value=0 7.09677e-07 0.000290005 internal_weight=0 152.468 9.25353 internal_count=2849 2676 173 is_linear=0 shrinkage=0.000439788 Tree=5718 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=3.72304 4.3215 threshold=0.15609000000000003 0.13370500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00081458545667112414 0.016685019337440082 -0.022223236283364273 leaf_weight=147.95613134970699 7.178802926617208 4.1937163661932564 leaf_count=2495 49 305 internal_value=0 0.000176884 internal_weight=0 152.15 internal_count=2849 2800 is_linear=0 shrinkage=0.0224292 Tree=5719 num_leaves=4 num_cat=0 split_feature=0 456 43 split_gain=3.73179 4.61739 3.26562 threshold=-0.017269999999999997 -1.0000000180025095e-35 -0.18545499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045816100762584695 0.00046077281089240615 3.8334794026857742e-06 8.7527070964000942e-05 leaf_weight=4.3030842397129154 5.798764341161589 131.04276885139552 20.604323852865491 leaf_count=64 31 2453 301 internal_value=0 -1.09174e-05 0.000169775 internal_weight=0 135.346 26.4031 internal_count=2849 2517 332 is_linear=0 shrinkage=0.000439788 Tree=5720 num_leaves=4 num_cat=0 split_feature=52 151 1186 split_gain=5.16016 3.81747 3.66664 threshold=0.18829500000000002 -0.030624999999999996 0.085080000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00056254396982681628 0.012306726277716366 -0.024383418714315631 0.019070020678551639 leaf_weight=147.20284843989066 1.7952811242430469 6.7429349800877372 5.5706587149761608 leaf_count=2473 34 279 61 internal_value=0 -0.0166585 0.00123969 internal_weight=0 8.53822 152.774 internal_count=2847 313 2534 is_linear=0 shrinkage=0.0224292 Tree=5721 num_leaves=4 num_cat=0 split_feature=52 151 1213 split_gain=4.98015 3.69827 3.6201 threshold=0.18829500000000002 -0.030624999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014876843981009408 0.012077610713799957 -0.02413371467413036 0.0019524179688860093 leaf_weight=6.7071609341946887 1.7887445087835656 6.6610266198731534 146.07593601218832 leaf_count=422 34 279 2112 internal_value=0 -0.0164581 0.00121185 internal_weight=0 8.44977 152.783 internal_count=2847 313 2534 is_linear=0 shrinkage=0.0224292 Tree=5722 num_leaves=4 num_cat=0 split_feature=52 0 151 split_gain=4.77164 3.72506 3.70769 threshold=0.18829500000000002 -0.10072999999999999 -0.039414999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010320640802429595 0.00024927855230572976 -3.46601685930686e-05 -0.00046400278947143352 leaf_weight=66.292508669546805 1.7713404255046041 88.471605563667254 6.6886602398735686 leaf_count=508 32 2026 281 internal_value=0 2.43998e-05 -0.000314432 internal_weight=0 154.764 8.46 internal_count=2847 2534 313 is_linear=0 shrinkage=0.000439788 Tree=5723 num_leaves=4 num_cat=0 split_feature=52 0 151 split_gain=4.72249 3.96015 3.73007 threshold=0.18829500000000002 -0.10072999999999999 -0.039414999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010572339301777805 0.00025156723353562276 -3.6362294455665453e-05 -0.00046417095110615382 leaf_weight=66.273656719888095 1.772021042590495 88.693636187133961 6.6508773509813164 leaf_count=508 32 2026 281 internal_value=0 2.44079e-05 -0.000313365 internal_weight=0 154.967 8.4229 internal_count=2847 2534 313 is_linear=0 shrinkage=0.000439788 Tree=5724 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=5.93186 6.41203 4.11864 threshold=0.10459000000000002 -0.083069999999999991 0.10389000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.67450837267958e-05 0.00019940688659494764 -0.00014786776904394163 -8.4789263534028154e-05 leaf_weight=45.056068475802022 35.889146219997201 66.863769857882289 13.585356864612548 leaf_count=683 525 1486 114 internal_value=0 -6.14735e-05 0.000121366 internal_weight=0 111.92 49.4745 internal_count=2808 2169 639 is_linear=0 shrinkage=0.000439788 Tree=5725 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=5.43192 6.30221 4.16821 threshold=0.10459000000000002 -0.083069999999999991 0.10389000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035581010787948978 0.010095092968173968 -0.0073664550427801059 -0.0046154068592431556 leaf_weight=44.484631091287156 35.129006543837022 65.895121190937061 13.365232526324688 leaf_count=683 525 1486 114 internal_value=0 -0.00296385 0.00604059 internal_weight=0 110.38 48.4942 internal_count=2808 2169 639 is_linear=0 shrinkage=0.0224292 Tree=5726 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=5.61564 6.19051 3.94421 threshold=0.10459000000000002 -0.083069999999999991 0.10389000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.6769552688834746e-05 0.00019536554338770768 -0.00014402167409209498 -8.3121032003798977e-05 leaf_weight=45.106929232370021 35.803800338180736 66.880359618764487 13.547323745442553 leaf_count=683 525 1486 114 internal_value=0 -5.9121e-05 0.000118916 internal_weight=0 111.987 49.3511 internal_count=2808 2169 639 is_linear=0 shrinkage=0.000439788 Tree=5727 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=5.46472 6.20884 3.78452 threshold=0.10459000000000002 -0.083069999999999991 0.10389000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8229108169924705e-05 0.00019213901983289859 -0.00014289073589757054 -7.971663464282124e-05 leaf_weight=45.128371579648956 36.030129272199702 66.806708574804361 13.643880355870349 leaf_count=683 525 1486 114 internal_value=0 -5.77774e-05 0.000117467 internal_weight=0 111.935 49.674 internal_count=2808 2169 639 is_linear=0 shrinkage=0.000439788 Tree=5728 num_leaves=4 num_cat=0 split_feature=41 4 2 split_gain=4.81868 3.83286 2.00818 threshold=0.078535000000000008 -0.077704999999999982 0.096830000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012158186822039976 -0.00049612557696720452 -3.1694045029568926e-05 -9.1229863722275779e-05 leaf_weight=44.423581425435259 5.1190162628190574 108.79409048618254 4.4157467490294948 leaf_count=867 89 1812 57 internal_value=0 1.2756e-05 -0.000309167 internal_weight=0 153.218 9.53476 internal_count=2825 2679 146 is_linear=0 shrinkage=0.000439788 Tree=5729 num_leaves=4 num_cat=0 split_feature=41 4 2 split_gain=4.56906 3.98754 2.01333 threshold=0.078535000000000008 -0.077704999999999982 0.095885000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012486247998397712 -0.00049063482168262178 -3.1738783638695086e-05 -8.5907941986481564e-05 leaf_weight=44.263030559144681 5.0281410350580682 108.49648961080675 4.5123456927249208 leaf_count=867 87 1812 59 internal_value=0 1.36473e-05 -0.000299766 internal_weight=0 152.76 9.54049 internal_count=2825 2679 146 is_linear=0 shrinkage=0.000439788 Tree=5730 num_leaves=4 num_cat=0 split_feature=41 4 2 split_gain=4.68923 4.16437 1.96882 threshold=0.078535000000000008 -0.077704999999999982 0.096830000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064574641363852906 -0.025255668580383406 -0.0017616666556204725 -0.0046556598497501751 leaf_weight=43.632456977276888 5.021843959373653 107.08088070809026 4.365896629053168 leaf_count=867 89 1812 57 internal_value=0 0.00061834 -0.0157042 internal_weight=0 150.713 9.38774 internal_count=2825 2679 146 is_linear=0 shrinkage=0.0224292 Tree=5731 num_leaves=4 num_cat=0 split_feature=41 0 4 split_gain=4.35457 3.71557 2.08505 threshold=0.078535000000000008 -0.017269999999999997 0.27510500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.8543851235970189e-05 -0.00048056613105479856 0.0001716642868284907 -6.8316546756619974e-05 leaf_weight=130.18827817368583 5.2527851581689884 23.420153393119108 4.3285323564196005 leaf_count=2394 104 285 42 internal_value=0 1.04743e-05 -0.000294831 internal_weight=0 153.608 9.58132 internal_count=2825 2679 146 is_linear=0 shrinkage=0.000439788 Tree=5732 num_leaves=3 num_cat=0 split_feature=15 49 split_gain=4.12611 5.23318 threshold=0.22762000000000002 -0.18648999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022987103835677546 -0.020358697904790043 0.00082259512859390578 leaf_weight=5.5317366654053322 4.4090213873423627 155.07063240679418 leaf_count=30 34 2786 internal_value=0 0.00158866 internal_weight=0 160.602 internal_count=2850 2816 is_linear=0 shrinkage=0.0224292 Tree=5733 num_leaves=4 num_cat=0 split_feature=1429 12 157 split_gain=4.08642 3.48128 1.04598 threshold=-1.0000000180025095e-35 0.11622 -0.080299999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018896763844513862 4.1656526297441082e-05 -0.00029185406551847457 -0.00065315668485127043 leaf_weight=1.8221082290110646 157.86695905907254 6.2759200289146966 1.9665727677638631 leaf_count=55 2572 139 84 internal_value=0 2.88725e-05 -0.000431979 internal_weight=0 164.143 3.78868 internal_count=2850 2711 139 is_linear=0 shrinkage=0.000439788 Tree=5734 num_leaves=4 num_cat=0 split_feature=43 133 16 split_gain=3.99761 4.45702 1.67182 threshold=0.25123500000000004 -0.085929999999999992 -0.19424999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012926526069892206 -0.0018499647432848631 0.00030915886446034724 -0.031804872556009577 leaf_weight=15.575939323054625 1.4705529958009718 145.39887722289131 2.5778130228354703 leaf_count=265 19 2415 151 internal_value=0 0.0015314 -0.0209836 internal_weight=0 160.975 4.04837 internal_count=2850 2680 170 is_linear=0 shrinkage=0.0224292 Tree=5735 num_leaves=4 num_cat=0 split_feature=1429 15 157 split_gain=3.972 4.14369 1.04741 threshold=-1.0000000180025095e-35 0.22762000000000002 -0.080299999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.009591250634547183 0.00208113490487058 -0.019938592537116925 -0.033775610380439962 leaf_weight=1.7590918858331863 156.95184377987607 4.4013076415285459 1.8737676689634089 leaf_count=55 2677 34 84 internal_value=0 0.0014782 -0.0221765 internal_weight=0 161.353 3.63286 internal_count=2850 2711 139 is_linear=0 shrinkage=0.0224292 Tree=5736 num_leaves=4 num_cat=0 split_feature=13 43 16 split_gain=5.61029 7.28334 3.56644 threshold=0.17850500000000002 -0.17307499999999998 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038923242362479165 -0.00056629650945525076 -2.3539175121978313e-05 -5.5149203302309852e-05 leaf_weight=8.7707542363787052 5.6904756816802529 139.23386707155805 4.9195317572448403 leaf_count=60 126 2557 33 internal_value=0 9.68714e-07 -0.000329818 internal_weight=0 148.005 10.61 internal_count=2776 2617 159 is_linear=0 shrinkage=0.000439788 Tree=5737 num_leaves=4 num_cat=0 split_feature=403 48 15 split_gain=5.28352 4.12625 0.45594 threshold=0.09389500000000002 0.092825000000000005 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0451219826482473e-05 -0.00025877067631991421 0.00014288776769626072 -0.00052503344658417486 leaf_weight=123.49043003229235 1.949751292588189 29.374248397682095 3.7623727213649536 leaf_count=2249 75 309 143 internal_value=0 -5.20763e-06 -0.000435313 internal_weight=0 152.865 5.71212 internal_count=2776 2558 218 is_linear=0 shrinkage=0.000439788 Tree=5738 num_leaves=4 num_cat=0 split_feature=403 48 12 split_gain=5.30121 3.97025 0.357514 threshold=0.09389500000000002 0.092825000000000005 0.084235000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9527650236291998e-05 -0.00024234743865803038 0.00014067851656314578 -0.00050120966119286811 leaf_weight=123.07649655382556 1.4379565668641578 29.249901463190326 4.2467475732555613 leaf_count=2249 31 309 187 internal_value=0 -4.91095e-06 -0.00043676 internal_weight=0 152.326 5.6847 internal_count=2776 2558 218 is_linear=0 shrinkage=0.000439788 Tree=5739 num_leaves=4 num_cat=0 split_feature=13 43 16 split_gain=5.68229 7.0516 3.62566 threshold=0.17850500000000002 -0.17307499999999998 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038387402586550356 -0.00056990049124378537 -2.2846931252388467e-05 -5.4041972957091088e-05 leaf_weight=8.7435079874121566 5.6961468969238904 139.51666641138945 4.897951386985369 leaf_count=60 126 2557 33 internal_value=0 1.1854e-06 -0.000331931 internal_weight=0 148.26 10.5941 internal_count=2776 2617 159 is_linear=0 shrinkage=0.000439788 Tree=5740 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=3.91149 4.3454 threshold=0.073890000000000011 -0.07692499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018390782929213082 -0.00043310532430484511 -3.0069712090069547e-05 leaf_weight=21.041514713368088 4.1669761411321806 142.92596193033387 leaf_count=327 94 2436 internal_value=0 -2.59232e-06 internal_weight=0 163.967 internal_count=2857 2763 is_linear=0 shrinkage=0.000439788 Tree=5741 num_leaves=4 num_cat=0 split_feature=4 4 48 split_gain=3.91682 12.8953 6.30539 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7134621210135587e-05 0.00010722358265125637 -0.00052126364027268513 -0.00038630566546037022 leaf_weight=91.93162040959578 60.437980953094666 10.967659655696478 5.4403853360563508 leaf_count=1898 755 156 48 internal_value=0 -7.09546e-05 6.63667e-05 internal_weight=0 102.899 65.8784 internal_count=2857 2054 803 is_linear=0 shrinkage=0.000439788 Tree=5742 num_leaves=4 num_cat=0 split_feature=403 15 4 split_gain=4.02027 8.63836 5.41897 threshold=0.03138500000000001 0.085205000000000017 0.0063000000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057148011222882683 -0.0034669296821369187 0.026958889615525797 0.0030515253897595664 leaf_weight=84.997901800787076 11.651566194093904 7.838499782345024 60.858037761296146 leaf_count=1788 207 138 724 internal_value=0 0.00878411 -0.00205715 internal_weight=0 19.4901 145.856 internal_count=2857 345 2512 is_linear=0 shrinkage=0.0224292 Tree=5743 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=3.88132 4.58842 threshold=0.073890000000000011 -0.07692499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0096414597591889736 -0.022335984457089331 -0.0016655528936377389 leaf_weight=20.695668369582563 4.0718902834632891 140.59251922793192 leaf_count=327 94 2436 internal_value=0 -0.000213726 internal_weight=0 161.288 internal_count=2857 2763 is_linear=0 shrinkage=0.0224292 Tree=5744 num_leaves=4 num_cat=0 split_feature=484 1374 52 split_gain=5.36061 5.35336 4.16481 threshold=-0.0048899999999999994 -0.094679999999999986 0.080420000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023456846899959239 -0.019986711706672256 0.0033832661928909595 0.0068464666387616892 leaf_weight=7.2441566402121662 5.0879144310019901 143.28410904081102 3.3161128959327471 leaf_count=361 51 2298 85 internal_value=0 0.0025794 -0.0139459 internal_weight=0 148.372 10.5603 internal_count=2795 2349 446 is_linear=0 shrinkage=0.0224292 Tree=5745 num_leaves=4 num_cat=0 split_feature=484 1374 52 split_gain=5.15967 5.11029 4.04529 threshold=-0.0048899999999999994 -0.094679999999999986 0.080420000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023234520707623014 -0.019508228916889421 0.0033072271488357638 0.0066971957622364202 leaf_weight=7.1506831385195238 5.0961636975407592 143.29118727079185 3.3144336338154972 leaf_count=361 51 2298 85 internal_value=0 0.00252125 -0.0137598 internal_weight=0 148.387 10.4651 internal_count=2795 2349 446 is_linear=0 shrinkage=0.0224292 Tree=5746 num_leaves=4 num_cat=0 split_feature=484 1374 52 split_gain=4.96571 4.87835 3.9284 threshold=-0.0048899999999999994 -0.094679999999999986 0.080420000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023010036093242692 -0.019041648082011187 0.0032328926252648675 0.0065509704331521701 leaf_weight=7.0597152555710618 5.104306530673056 143.29845788105013 3.3128606899699662 leaf_count=361 51 2298 85 internal_value=0 0.00246441 -0.013574 internal_weight=0 148.403 10.3726 internal_count=2795 2349 446 is_linear=0 shrinkage=0.0224292 Tree=5747 num_leaves=4 num_cat=0 split_feature=49 160 15 split_gain=4.89478 4.63924 3.59994 threshold=0.11645000000000001 0.087065000000000017 -0.11532999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017416434362030697 0.00058431118740858345 -0.01005992003801051 0.023802841923747018 leaf_weight=125.57621361011115 5.7574876212747759 19.317815763526596 8.04931503094849 leaf_count=2312 76 289 118 internal_value=0 0.000167097 0.0141348 internal_weight=0 144.894 13.8068 internal_count=2795 2601 194 is_linear=0 shrinkage=0.0224292 Tree=5748 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=4.68844 4.97513 threshold=-0.40775499999999992 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054636742459091827 -6.1331237539102482e-05 0.00010423744072686806 leaf_weight=3.1320172066480145 102.27977864082277 53.420027440733975 leaf_count=101 1801 880 internal_value=0 -4.51942e-06 internal_weight=0 155.7 internal_count=2782 2681 is_linear=0 shrinkage=0.000439788 Tree=5749 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=4.62728 5.13047 threshold=-0.40775499999999992 -0.084184999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027876666743297304 -0.0039071147115367372 0.0043226085151755814 leaf_weight=3.0920184962888007 85.696577829432499 68.592442496257718 leaf_count=101 1309 1372 internal_value=0 -0.000248335 internal_weight=0 154.289 internal_count=2782 2681 is_linear=0 shrinkage=0.0224292 Tree=5750 num_leaves=4 num_cat=0 split_feature=403 43 4 split_gain=4.16959 6.40909 4.26279 threshold=0.092300000000000007 -0.014044999999999997 0.51014500000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.5346342730729406e-05 -0.00022988959871440406 0.0005256082799161997 0.00040975517031590302 leaf_weight=145.46743694183169 3.2971334388712421 6.2939404435164743 4.0737530741607761 leaf_count=2446 79 139 118 internal_value=0 0.000265949 -3.28979e-05 internal_weight=0 9.59107 149.541 internal_count=2782 218 2564 is_linear=0 shrinkage=0.000439788 Tree=5751 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=4.48722 4.85733 threshold=-0.40775499999999992 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054133725943321354 -5.9627009671540184e-05 0.00010356897177250877 leaf_weight=3.0409885440312783 102.72207592551786 53.699552632810082 leaf_count=101 1801 880 internal_value=0 -3.59602e-06 internal_weight=0 156.422 internal_count=2782 2681 is_linear=0 shrinkage=0.000439788 Tree=5752 num_leaves=4 num_cat=0 split_feature=0 3 43 split_gain=6.63488 8.85338 6.59927 threshold=-0.017269999999999997 -0.077724999999999975 0.061295000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019806298718449291 5.0999108859356917e-05 3.7152751956923262e-05 0.00052813940072249572 leaf_weight=49.542495162186242 19.886269198847007 82.40697118906246 7.7912668257486066 leaf_count=1457 297 1043 37 internal_value=0 -5.11786e-05 0.000185586 internal_weight=0 131.949 27.6775 internal_count=2834 2500 334 is_linear=0 shrinkage=0.000439788 Tree=5753 num_leaves=4 num_cat=0 split_feature=0 1 43 split_gain=6.90799 8.81443 5.39354 threshold=0.062580000000000011 0.091835000000000014 0.076280000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014408493872058163 5.4155722031208801e-05 7.4646929285490169e-05 0.0005617599045091927 leaf_weight=74.518692839661526 10.078891041514 68.254096713382751 6.7529975700890637 leaf_count=1806 148 855 25 internal_value=0 -3.95218e-05 0.000258214 internal_weight=0 142.773 16.8319 internal_count=2834 2661 173 is_linear=0 shrinkage=0.000439788 Tree=5754 num_leaves=4 num_cat=0 split_feature=0 3 43 split_gain=6.36796 8.90442 6.48652 threshold=-0.017269999999999997 -0.077724999999999975 0.061295000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001968262088809737 4.9781664630068249e-05 3.9160653044410206e-05 0.00052407269016300551 leaf_weight=49.506558272474649 19.930731581873264 82.330877273081569 7.7275851403828701 leaf_count=1457 297 1043 37 internal_value=0 -4.94709e-05 0.000182566 internal_weight=0 131.837 27.6583 internal_count=2834 2500 334 is_linear=0 shrinkage=0.000439788 Tree=5755 num_leaves=4 num_cat=0 split_feature=0 3 43 split_gain=6.4481 8.69875 6.47812 threshold=-0.017269999999999997 -0.077724999999999975 0.061295000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019477431265143671 5.1768729647468208e-05 3.8897913272271607e-05 0.00052510551025549117 leaf_weight=49.270068085119419 19.904537724331025 82.185178968320542 7.7611761251464477 leaf_count=1457 297 1043 37 internal_value=0 -4.86991e-05 0.000184826 internal_weight=0 131.455 27.6657 internal_count=2834 2500 334 is_linear=0 shrinkage=0.000439788 Tree=5756 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.46749 5.23357 threshold=-0.52503499999999981 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019485788477984847 0.024596736731229689 0.00081485682221988894 leaf_weight=4.0375701177399597 4.7748843294975805 160.82739829956699 leaf_count=37 44 2782 internal_value=0 0.00150333 internal_weight=0 165.602 internal_count=2863 2826 is_linear=0 shrinkage=0.0224292 Tree=5757 num_leaves=4 num_cat=0 split_feature=129 2 38 split_gain=3.39282 4.9211 3.80635 threshold=0.08956500000000002 0.10796500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0260052208486365e-05 -0.00064661869462207379 0.00019425506077075112 -0.00036331540173616323 leaf_weight=161.55829177605119 3.4200046045734771 2.2001899189199321 4.6311858256085534 leaf_count=2617 136 47 63 internal_value=0 -0.000317891 2.89732e-05 internal_weight=0 5.62019 166.189 internal_count=2863 183 2680 is_linear=0 shrinkage=0.000439788 Tree=5758 num_leaves=4 num_cat=0 split_feature=129 2 38 split_gain=3.43084 4.87453 3.89344 threshold=0.08956500000000002 0.10796500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002148683021452972 -0.033229873129819489 0.0098226209789251829 -0.01880389159500323 leaf_weight=159.57841374630152 3.357535764691419 2.1637146377179306 4.5708947971288572 leaf_count=2617 136 47 63 internal_value=0 -0.0163824 0.00156312 internal_weight=0 5.52125 164.149 internal_count=2863 183 2680 is_linear=0 shrinkage=0.0224292 Tree=5759 num_leaves=4 num_cat=0 split_feature=129 2 38 split_gain=3.30925 4.73746 3.71544 threshold=0.08956500000000002 0.10796500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021004699977375477 -0.03297123809237492 0.0096362032224746076 -0.018348678302472093 leaf_weight=159.58032811170051 3.3086799370939834 2.1565550515369978 4.5796038488188051 leaf_count=2617 136 47 63 internal_value=0 -0.0161835 0.00152793 internal_weight=0 5.46523 164.16 internal_count=2863 183 2680 is_linear=0 shrinkage=0.0224292 Tree=5760 num_leaves=4 num_cat=0 split_feature=52 457 403 split_gain=6.18321 4.20329 4.19335 threshold=-0.047784999999999987 -0.0034949999999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025500996143635148 -0.00033779559088433918 0.00015829694612146643 -2.1653059406907305e-05 leaf_weight=5.1590946933138175 8.8876095606537984 59.063107061374467 91.322657274482481 leaf_count=87 592 776 1396 internal_value=0 0.000125029 -4.97506e-05 internal_weight=0 64.2222 100.21 internal_count=2851 863 1988 is_linear=0 shrinkage=0.000439788 Tree=5761 num_leaves=4 num_cat=0 split_feature=52 130 457 split_gain=6.08629 6.00182 4.06367 threshold=-0.047784999999999987 -1.0000000180025095e-35 -0.0034949999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024748751757064374 -0.00037604455359039165 -1.2391741791663292e-05 0.00015816842132037999 leaf_weight=5.1776132354279971 9.7021756545291264 90.484281395722064 59.299997705238638 leaf_count=87 230 1758 776 internal_value=0 -4.76733e-05 0.00012553 internal_weight=0 100.186 64.4776 internal_count=2851 1988 863 is_linear=0 shrinkage=0.000439788 Tree=5762 num_leaves=4 num_cat=0 split_feature=52 130 457 split_gain=6.32432 5.84626 4.10373 threshold=-0.047784999999999987 -1.0000000180025095e-35 -0.0034949999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002506027770251068 -0.00037455038716535069 -1.7753587447273928e-05 0.00015609767347684009 leaf_weight=5.2010995965974862 9.8242483887006511 90.997072357029538 59.672017674078234 leaf_count=87 230 1758 776 internal_value=0 -5.2585e-05 0.000123427 internal_weight=0 100.821 64.8731 internal_count=2851 1988 863 is_linear=0 shrinkage=0.000439788 Tree=5763 num_leaves=4 num_cat=0 split_feature=52 130 157 split_gain=6.11651 5.87848 2.97287 threshold=-0.047784999999999987 -1.0000000180025095e-35 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033430204921346417 -0.00037348507125240188 -1.4302568364490925e-05 8.1840862858178221e-05 leaf_weight=10.837624587235039 9.7423279418144357 90.721535448356008 53.509143767834757 leaf_count=147 230 1758 716 internal_value=0 -4.91981e-05 0.000124448 internal_weight=0 100.464 64.3468 internal_count=2851 1988 863 is_linear=0 shrinkage=0.000439788 Tree=5764 num_leaves=4 num_cat=0 split_feature=123 48 2 split_gain=4.60131 4.58452 3.34627 threshold=1.0000000180025095e-35 0.11001500000000002 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3171269319535474e-06 -3.7461327524145601e-05 -0.00027203391359481268 0.00039886425434355308 leaf_weight=134.49591469200459 5.5077845678315489 13.606032104027689 8.8497045403346402 leaf_count=2489 110 135 134 internal_value=0 -2.8944e-05 0.000231655 internal_weight=0 148.102 14.3575 internal_count=2868 2624 244 is_linear=0 shrinkage=0.000439788 Tree=5765 num_leaves=4 num_cat=0 split_feature=123 48 2 split_gain=4.23058 4.64796 3.46418 threshold=1.0000000180025095e-35 0.11001500000000002 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016045647429856723 -0.0026591252192093438 -0.013963083366458564 0.020241977977340602 leaf_weight=133.3630553299372 5.3862570868805042 13.498443681572097 8.6381642277119663 leaf_count=2489 110 135 134 internal_value=0 -0.00143074 0.0114549 internal_weight=0 146.861 14.0244 internal_count=2868 2624 244 is_linear=0 shrinkage=0.0224292 Tree=5766 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=4.07497 4.60941 3.3806 threshold=1.0000000180025095e-35 -0.15835999999999997 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014585119707274401 -0.0025973490118928778 -0.0023862026713967486 0.020083427865627293 leaf_weight=8.5293700473994232 5.3910811021341933 138.32707349221528 8.5126555858878401 leaf_count=239 110 2385 134 internal_value=0 -0.00139875 0.0112976 internal_weight=0 146.856 13.9037 internal_count=2868 2624 244 is_linear=0 shrinkage=0.0224292 Tree=5767 num_leaves=4 num_cat=0 split_feature=39 42 1 split_gain=4.07652 6.92299 4.67356 threshold=0.055555000000000007 0.10001500000000001 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.132608301934148e-06 -0.00019040786425440575 -0.00041845965344406794 0.0002933621103860263 leaf_weight=132.94475467846132 5.0952058695693294 8.439800502441356 15.801669932494404 leaf_count=2263 66 273 266 internal_value=0 -3.26798e-05 0.00017534 internal_weight=0 141.385 20.8969 internal_count=2868 2536 332 is_linear=0 shrinkage=0.000439788 Tree=5768 num_leaves=4 num_cat=0 split_feature=1 148 15 split_gain=5.85597 5.31246 2.02579 threshold=0.13130500000000003 -0.084284999999999985 -0.018754999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02435320713267047 0.021067004922354436 -0.00058927083076234621 0.0020316805240371974 leaf_weight=4.8730119022075078 8.2523521464900096 145.05790248443373 4.2683564694598308 leaf_count=76 184 2580 38 internal_value=0 -0.00136464 0.0145908 internal_weight=0 149.931 12.5207 internal_count=2878 2656 222 is_linear=0 shrinkage=0.0224292 Tree=5769 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=5.72346 5.12288 2.01808 threshold=0.13130500000000003 0.087850000000000025 -0.04016999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.037456054669012e-06 0.00051874520326454228 -0.00022621944197863142 0.0001514568275326124 leaf_weight=130.9884407800273 4.4853471851674831 21.132308331754757 8.1596450037904997 leaf_count=2346 128 310 94 internal_value=0 -2.53904e-05 0.000282325 internal_weight=0 152.121 12.645 internal_count=2878 2656 222 is_linear=0 shrinkage=0.000439788 Tree=5770 num_leaves=4 num_cat=0 split_feature=1 148 13 split_gain=5.72008 5.10692 1.99283 threshold=0.13130500000000003 -0.084284999999999985 -0.04016999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046824752674032093 0.00051605144920347011 -1.1437595309167231e-05 0.00015107585552439083 leaf_weight=4.8721937803784376 4.4990382249816312 146.70671180493082 8.1166724356589821 leaf_count=76 128 2580 94 internal_value=0 -2.61779e-05 0.000281817 internal_weight=0 151.579 12.6157 internal_count=2878 2656 222 is_linear=0 shrinkage=0.000439788 Tree=5771 num_leaves=4 num_cat=0 split_feature=1 47 13 split_gain=5.85272 5.07207 1.99667 threshold=0.13130500000000003 0.11764000000000001 -0.04016999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1753867385810996e-05 0.00051747471437177189 -0.00043008751972170177 0.00015263927394480205 leaf_weight=146.0783126390088 4.5109335168963289 5.8103348421864203 8.1402905099675973 leaf_count=2566 128 90 94 internal_value=0 -2.78088e-05 0.000283309 internal_weight=0 151.889 12.6512 internal_count=2878 2656 222 is_linear=0 shrinkage=0.000439788 Tree=5772 num_leaves=3 num_cat=0 split_feature=1212 156 split_gain=3.74218 3.80648 threshold=-1.0000000180025095e-35 0.088820000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045813925486321401 1.8227942855151037e-05 -0.00023426468416939887 leaf_weight=3.5258744262100654 148.92617799524305 12.499698196770622 leaf_count=213 2354 283 internal_value=0 -1.34872e-06 internal_weight=0 161.426 internal_count=2850 2637 is_linear=0 shrinkage=0.000439788 Tree=5773 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=3.71872 6.04984 threshold=-0.089794999999999986 0.31270000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044240106174144164 -1.5237459738115676e-05 0.00046328215001306927 leaf_weight=3.7332170875743023 155.37871518958127 5.2647918954608022 leaf_count=50 2697 103 internal_value=0 4.98314e-07 internal_weight=0 160.644 internal_count=2850 2800 is_linear=0 shrinkage=0.000439788 Tree=5774 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=3.78145 5.87834 threshold=-0.089794999999999986 0.31270000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022931648763706677 -0.000798716682798653 0.02360909118952537 leaf_weight=3.6863981818314633 153.80304827152941 5.1103658445063038 leaf_count=50 2697 103 internal_value=0 -1.10643e-05 internal_weight=0 158.913 internal_count=2850 2800 is_linear=0 shrinkage=0.0224292 Tree=5775 num_leaves=3 num_cat=0 split_feature=448 124 split_gain=3.75813 3.80282 threshold=-0.082054999999999989 -0.089794999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021536375542239607 -0.022424989664800631 0.00056993261723205853 leaf_weight=4.1520651597529641 3.6855774910654864 154.64957976786172 leaf_count=55 50 2745 internal_value=0 3.20392e-05 internal_weight=0 158.335 internal_count=2850 2795 is_linear=0 shrinkage=0.0224292 Tree=5776 num_leaves=4 num_cat=0 split_feature=133 42 147 split_gain=5.34384 9.45065 4.52691 threshold=0.084030000000000007 0.09202500000000001 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7891151837921593e-05 0.00024876305608078259 -0.00034551343393258397 0.00025462922291936627 leaf_weight=120.97293703221658 27.991489398602425 6.3313448916014741 8.4547640817472693 leaf_count=1842 610 298 100 internal_value=0 0.000139009 -5.61352e-05 internal_weight=0 34.3228 129.428 internal_count=2850 908 1942 is_linear=0 shrinkage=0.000439788 Tree=5777 num_leaves=4 num_cat=0 split_feature=133 42 147 split_gain=5.42577 9.52176 4.30259 threshold=0.084030000000000007 0.09202500000000001 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038669968899256459 0.012975085221220478 -0.017783704562722578 0.012833493074927788 leaf_weight=119.11153150924656 27.566341400273814 6.1836689676565575 8.2829807611415145 leaf_count=1842 610 298 100 internal_value=0 0.0073326 -0.0027794 internal_weight=0 33.75 127.395 internal_count=2850 908 1942 is_linear=0 shrinkage=0.0224292 Tree=5778 num_leaves=4 num_cat=0 split_feature=133 42 147 split_gain=5.14468 8.89622 4.32144 threshold=0.084030000000000007 0.09202500000000001 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.5950180063855837e-05 0.00024199439200394741 -0.00033290904389560866 0.00024963565056980588 leaf_weight=121.33698189233837 28.217177911956242 6.3653155661013434 8.414113332051782 leaf_count=1842 610 298 100 internal_value=0 0.000136051 -5.48029e-05 internal_weight=0 34.5825 129.751 internal_count=2850 908 1942 is_linear=0 shrinkage=0.000439788 Tree=5779 num_leaves=4 num_cat=0 split_feature=133 42 147 split_gain=5.18026 9.09703 4.13018 threshold=0.084030000000000007 0.09202500000000001 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0037812587011628249 0.012657942537282309 -0.01745383158068093 0.012630908109591348 leaf_weight=119.12782022505417 27.609150892571051 6.1579272438539183 8.2292118204059062 leaf_count=1842 610 298 100 internal_value=0 0.00715985 -0.00271905 internal_weight=0 33.7671 127.357 internal_count=2850 908 1942 is_linear=0 shrinkage=0.0224292 Tree=5780 num_leaves=4 num_cat=0 split_feature=13 0 132 split_gain=3.63659 4.49855 4.07085 threshold=-0.094744999999999982 -0.084184999999999996 0.087955000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6670493452566984e-06 -6.0501394073186513e-05 0.00035019940446999871 0.00024545508065725925 leaf_weight=22.231985538994195 121.21860732986534 11.207415898505131 9.0194301695737504 leaf_count=274 2284 90 196 internal_value=0 0.000123268 -3.928e-05 internal_weight=0 33.4394 130.238 internal_count=2844 364 2480 is_linear=0 shrinkage=0.000439788 Tree=5781 num_leaves=4 num_cat=0 split_feature=13 0 132 split_gain=3.37187 4.65526 4.11476 threshold=-0.094744999999999982 -0.084184999999999996 0.087955000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8098286964039581e-07 -6.1416647775170563e-05 0.00034762818318683376 0.00024703788657195422 leaf_weight=22.063010129786562 121.20072219860231 11.183943708427249 8.9659605517517758 leaf_count=274 2284 90 196 internal_value=0 0.000116752 -4.0137e-05 internal_weight=0 33.247 130.167 internal_count=2844 364 2480 is_linear=0 shrinkage=0.000439788 Tree=5782 num_leaves=4 num_cat=0 split_feature=13 0 132 split_gain=3.32871 4.63226 4.18772 threshold=-0.094744999999999982 -0.084184999999999996 0.087955000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9204234980465992e-05 -0.003139378078698169 0.017753276194868953 0.012833798391339432 leaf_weight=21.78475287661422 119.65373226307565 11.080018992361145 8.8502090827387274 leaf_count=274 2284 90 196 internal_value=0 0.00595954 -0.00203754 internal_weight=0 32.8648 128.504 internal_count=2844 364 2480 is_linear=0 shrinkage=0.0224292 Tree=5783 num_leaves=3 num_cat=0 split_feature=1374 482 split_gain=3.27071 2.91079 threshold=0.087785000000000016 0.092060000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00060515473495109456 -0.020460097316922367 -0.018659706432145921 leaf_weight=153.25843426164283 3.9684034695383152 4.0307042509375597 leaf_count=2637 71 136 internal_value=0 0.000109267 internal_weight=0 157.289 internal_count=2844 2773 is_linear=0 shrinkage=0.0224292 Tree=5784 num_leaves=4 num_cat=0 split_feature=2 4 156 split_gain=5.07048 7.74932 4.41488 threshold=0.086635000000000004 -0.077704999999999982 0.086695000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011644051332214243 6.9146239039706125e-05 -0.00023399055156492877 -0.00020432759875411955 leaf_weight=17.624597876958433 94.256620411873882 39.603603356896201 12.972264351323245 leaf_count=492 1402 666 278 internal_value=0 -0.000126065 3.60316e-05 internal_weight=0 57.2282 107.229 internal_count=2838 1158 1680 is_linear=0 shrinkage=0.000439788 Tree=5785 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.661 6.54539 4.47925 threshold=-0.017269999999999997 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0017154588358828011 0.022993958793351237 -0.027493679489929607 0.0021185076330406264 leaf_weight=129.28098951191714 6.9511155297514078 5.1337589216418555 20.048270915751345 leaf_count=2476 105 33 224 internal_value=0 -0.00270378 0.00750544 internal_weight=0 134.415 26.9994 internal_count=2838 2509 329 is_linear=0 shrinkage=0.0224292 Tree=5786 num_leaves=4 num_cat=0 split_feature=2 4 156 split_gain=4.77645 7.453 4.34981 threshold=0.086635000000000004 -0.077704999999999982 0.086695000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011812182982484564 7.0047196660798813e-05 -0.00022659059213195166 -0.0002029108700566804 leaf_weight=17.518281752782059 94.107269897140213 39.358831378282048 12.81252992962254 leaf_count=492 1402 666 278 internal_value=0 -0.000120414 3.73074e-05 internal_weight=0 56.8771 106.92 internal_count=2838 1158 1680 is_linear=0 shrinkage=0.000439788 Tree=5787 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=4.46522 6.25532 4.36726 threshold=-0.017269999999999997 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001675185778757135 0.022785272650537244 -0.026877834083856203 0.0020717639946793653 leaf_weight=129.30057044187924 6.860515534150184 5.1328367656096807 20.046549040009268 leaf_count=2476 105 33 224 internal_value=0 -0.00264113 0.00736551 internal_weight=0 134.433 26.9071 internal_count=2838 2509 329 is_linear=0 shrinkage=0.0224292 Tree=5788 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.99967 4.53322 threshold=-0.4706749999999999 -0.074359999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019674491964103407 0.004382349239371904 -0.0034016818612604477 leaf_weight=7.9063151802401981 62.211616625267197 95.221864516643109 leaf_count=81 1120 1620 internal_value=0 -0.000325576 internal_weight=0 157.433 internal_count=2821 2740 is_linear=0 shrinkage=0.0224292 Tree=5789 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=5.79892 4.33162 threshold=-0.4706749999999999 -0.074359999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019445869616622952 0.0042826942520083917 -0.0033256573033019509 leaf_weight=7.8210447994060805 62.23161952114242 95.214581924607046 leaf_count=81 1120 1620 internal_value=0 -0.000318253 internal_weight=0 157.446 internal_count=2821 2740 is_linear=0 shrinkage=0.0224292 Tree=5790 num_leaves=3 num_cat=0 split_feature=13 1213 split_gain=5.60425 4.27194 threshold=-0.4706749999999999 0.036805000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019217785819576932 0.00036737029951508971 -0.020424069030294485 leaf_weight=7.7375418135779901 152.33906099388332 5.1200635790009974 leaf_count=81 2505 235 internal_value=0 -0.000311094 internal_weight=0 157.459 internal_count=2821 2740 is_linear=0 shrinkage=0.0224292 Tree=5791 num_leaves=3 num_cat=0 split_feature=13 1213 split_gain=5.41554 4.14863 threshold=-0.4706749999999999 0.036805000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018990263671789864 0.00035912912103259467 -0.020285290767256804 leaf_weight=7.6557769624632774 152.34007602318889 5.0404988653026512 leaf_count=81 2505 235 internal_value=0 -0.000304439 internal_weight=0 157.381 internal_count=2821 2740 is_linear=0 shrinkage=0.0224292 Tree=5792 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=7.52529 6.50796 5.59683 threshold=1.0000000180025095e-35 -0.070894999999999986 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023778496882008435 4.604375626108222e-05 6.0890505081943549e-05 0.0004589976630685946 leaf_weight=36.69226655287639 96.552702511427924 22.908854957728181 6.776056794304167 leaf_count=1180 1282 264 112 internal_value=0 -0.000123 7.32041e-05 internal_weight=0 59.6011 103.329 internal_count=2838 1444 1394 is_linear=0 shrinkage=0.000439788 Tree=5793 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=7.67437 6.51365 3.90305 threshold=1.0000000180025095e-35 -0.070894999999999986 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023843572941697428 3.6422380048976635e-05 6.0746655467629092e-05 0.00026489712056523943 leaf_weight=36.578383077376202 85.507571804278996 22.85963813419221 17.388360737590119 leaf_count=1180 1108 264 286 internal_value=0 -0.000123389 7.50743e-05 internal_weight=0 59.438 102.896 internal_count=2838 1444 1394 is_linear=0 shrinkage=0.000439788 Tree=5794 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=7.81849 6.51713 5.51719 threshold=1.0000000180025095e-35 -0.070894999999999986 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024089998788440458 4.5849261944709048e-05 5.7350287124103842e-05 0.00045626515125991727 leaf_weight=37.004440788598004 97.582959535648115 22.946928295685211 6.7564929384388952 leaf_count=1180 1282 264 112 internal_value=0 -0.00012676 7.25043e-05 internal_weight=0 59.9514 104.339 internal_count=2838 1444 1394 is_linear=0 shrinkage=0.000439788 Tree=5795 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=7.61679 6.41258 5.77982 threshold=1.0000000180025095e-35 -0.070894999999999986 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023644716193923926 4.7854580307593882e-05 6.0325962547130084e-05 0.00047046292123442506 leaf_weight=36.596595850209269 96.289871808432508 22.872323699382832 6.6759837445570147 leaf_count=1180 1282 264 112 internal_value=0 -0.000122323 7.53373e-05 internal_weight=0 59.4689 102.966 internal_count=2838 1444 1394 is_linear=0 shrinkage=0.000439788 Tree=5796 num_leaves=4 num_cat=0 split_feature=1 15 1 split_gain=7.10769 4.76651 4.08378 threshold=0.10100500000000003 0.088235000000000022 0.10723500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012404146561747833 0.00035752633474536206 0.0001066964653672148 5.7508135162287245e-05 leaf_weight=84.854873608153866 11.022502943407742 21.738758539708215 42.802822322963038 leaf_count=1531 153 613 568 internal_value=0 -7.6974e-05 0.000119052 internal_weight=0 106.594 53.8253 internal_count=2865 2144 721 is_linear=0 shrinkage=0.000439788 Tree=5797 num_leaves=4 num_cat=0 split_feature=1 15 1 split_gain=6.87936 5.14365 4.18898 threshold=0.10100500000000003 0.088235000000000022 0.10723500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0063640154432481714 0.018579468461282913 0.0059782208905378408 0.0028776797739405733 leaf_weight=83.521041777959908 10.721994687803088 21.306292171051609 41.902659649815178 leaf_count=1531 153 613 568 internal_value=0 -0.00385481 0.00608241 internal_weight=0 104.827 52.6247 internal_count=2865 2144 721 is_linear=0 shrinkage=0.0224292 Tree=5798 num_leaves=4 num_cat=0 split_feature=1 15 1 split_gain=7.00115 4.77061 3.96341 threshold=0.10100500000000003 0.088235000000000022 0.10723500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012413972527855444 0.00035500610176407036 0.0001072097860875855 5.7732959193087935e-05 leaf_weight=84.336447552657773 10.874191523529587 21.651886231396929 42.642482341063442 leaf_count=1531 153 613 568 internal_value=0 -7.68676e-05 0.000118242 internal_weight=0 105.988 53.5167 internal_count=2865 2144 721 is_linear=0 shrinkage=0.000439788 Tree=5799 num_leaves=4 num_cat=0 split_feature=1 15 1 split_gain=7.14933 4.58597 3.88498 threshold=0.10100500000000003 0.088235000000000022 0.10723500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012351914487877477 0.00035470038558265034 0.00010323093690104092 6.009271091291795e-05 leaf_weight=84.424653181526082 10.8520183165092 21.664977919426747 42.57251263296348 leaf_count=1531 153 613 568 internal_value=0 -7.72034e-05 0.000120041 internal_weight=0 106.09 53.4245 internal_count=2865 2144 721 is_linear=0 shrinkage=0.000439788 Tree=5800 num_leaves=3 num_cat=0 split_feature=48 42 split_gain=4.51347 4.70102 threshold=-0.095559999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022796563223560246 -0.0080006882943701937 0.0026872898712865371 leaf_weight=4.07522761193104 24.422367643699545 135.33270189347968 leaf_count=45 770 2038 internal_value=0 0.00105262 internal_weight=0 159.755 internal_count=2853 2808 is_linear=0 shrinkage=0.0224292 Tree=5801 num_leaves=3 num_cat=0 split_feature=48 42 split_gain=4.12365 4.58504 threshold=-0.095559999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042390281369237545 -0.00015420118971294275 5.0791174614069178e-05 leaf_weight=4.1418536270502946 24.89177072235907 138.06694519342273 leaf_count=45 770 2038 internal_value=0 1.94644e-05 internal_weight=0 162.959 internal_count=2853 2808 is_linear=0 shrinkage=0.000439788 Tree=5802 num_leaves=3 num_cat=0 split_feature=48 42 split_gain=4.30836 4.4975 threshold=-0.095559999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022273193909279402 -0.0078369625614311562 0.0026254270820535337 leaf_weight=4.075032318243756 24.37505807162961 135.37709031807026 leaf_count=45 770 2038 internal_value=0 0.00102832 internal_weight=0 159.752 internal_count=2853 2808 is_linear=0 shrinkage=0.0224292 Tree=5803 num_leaves=3 num_cat=0 split_feature=48 42 split_gain=4.11918 4.30467 threshold=-0.095559999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021781452208815957 -0.0076787128574369564 0.0025666950293284294 leaf_weight=4.074011100921779 24.320440523846628 135.36948715160543 leaf_count=45 770 2038 internal_value=0 0.00100561 internal_weight=0 159.69 internal_count=2853 2808 is_linear=0 shrinkage=0.0224292 Tree=5804 num_leaves=4 num_cat=0 split_feature=1 48 403 split_gain=3.98569 11.7673 6.18163 threshold=0.077020000000000019 0.092825000000000005 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016113609965809431 3.9328709450433737e-05 0.00039682916933789187 0.00050665630730313061 leaf_weight=49.361882709919882 98.817781324323732 8.5623632389178947 5.7768830413115202 leaf_count=1321 1259 124 105 internal_value=0 -7.85541e-05 6.52275e-05 internal_weight=0 57.9242 104.595 internal_count=2809 1445 1364 is_linear=0 shrinkage=0.000439788 Tree=5805 num_leaves=4 num_cat=0 split_feature=52 12 1 split_gain=3.75238 10.3076 4.9245 threshold=0.077655000000000016 0.095270000000000007 0.079355000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0085782782467316316 0.011070273122689475 -0.019439735955349858 0.0015816664005473453 leaf_weight=33.599599801680597 36.474817132257158 6.5561855000123606 83.865406162920408 leaf_count=769 728 230 1082 internal_value=0 0.00641522 -0.0013254 internal_weight=0 43.031 117.465 internal_count=2809 958 1851 is_linear=0 shrinkage=0.0224292 Tree=5806 num_leaves=4 num_cat=0 split_feature=1 48 403 split_gain=3.8576 11.469 5.95967 threshold=0.077020000000000019 0.092825000000000005 0.024145000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015906505352266445 3.80727513071091e-05 0.00039081582204926436 0.00049361788203354366 leaf_weight=49.497828628867865 99.087801686197054 8.59366862932802 5.8656392008415414 leaf_count=1321 1258 124 106 internal_value=0 -7.76177e-05 6.36174e-05 internal_weight=0 58.0915 104.953 internal_count=2809 1445 1364 is_linear=0 shrinkage=0.000439788 Tree=5807 num_leaves=4 num_cat=0 split_feature=1 48 403 split_gain=3.61733 11.6769 6.49631 threshold=0.077020000000000019 0.092825000000000005 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0080188322440663661 0.0018808002010789351 0.020422763820864113 0.026512616048755142 leaf_weight=48.763117432128638 97.437266988345073 8.5133548407175095 5.6828480377153019 leaf_count=1321 1259 124 105 internal_value=0 -0.00378599 0.00324289 internal_weight=0 57.2765 103.12 internal_count=2809 1445 1364 is_linear=0 shrinkage=0.0224292 Tree=5808 num_leaves=3 num_cat=0 split_feature=9 150 split_gain=5.12657 4.77082 threshold=-1.0000000180025095e-35 0.082965000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02507610517231303 -0.0035133396100550723 0.0060783177593577214 leaf_weight=3.7348624570295206 121.32160305860452 33.213908814155729 leaf_count=95 2376 345 internal_value=0 -0.00145133 internal_weight=0 154.536 internal_count=2816 2721 is_linear=0 shrinkage=0.0224292 Tree=5809 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=4.99493 4.59023 threshold=-1.0000000180025095e-35 -0.50819499999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025027049878326872 -0.024069207129210974 -0.00075944282746570331 leaf_weight=3.6591396570729549 4.3547891337657338 150.09286844897724 leaf_count=95 45 2676 internal_value=0 -0.00141958 internal_weight=0 154.448 internal_count=2816 2721 is_linear=0 shrinkage=0.0224292 Tree=5810 num_leaves=4 num_cat=0 split_feature=150 160 1447 split_gain=4.78378 6.02077 5.28934 threshold=0.082085000000000019 -1.0000000180025095e-35 -0.086059999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00049411673099644822 -0.00023211999664586903 0.00022059819950999565 -6.964859013929188e-05 leaf_weight=3.2873273043514919 7.109079086338169 28.019566946954001 121.68407465458586 leaf_count=93 134 241 2348 internal_value=0 0.000128904 -5.47457e-05 internal_weight=0 35.1286 124.971 internal_count=2816 375 2441 is_linear=0 shrinkage=0.000439788 Tree=5811 num_leaves=3 num_cat=0 split_feature=9 150 split_gain=5.17538 4.72586 threshold=-1.0000000180025095e-35 0.082965000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049085856686179377 -6.8455322548897958e-05 0.00011733648089710486 leaf_weight=3.7799772119033141 123.46032476953405 33.690200996090425 leaf_count=95 2376 345 internal_value=0 -2.86155e-05 internal_weight=0 157.151 internal_count=2816 2721 is_linear=0 shrinkage=0.000439788 Tree=5812 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=3.95356 8.10595 5.43998 threshold=0.094655000000000017 -0.076329999999999995 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050046388044505978 0.00721673510149075 -0.0082995247546882936 -0.010810034102099164 leaf_weight=38.077229633068782 51.102127645281143 58.275525790297252 10.064874754636547 leaf_count=817 712 1168 145 internal_value=0 -0.00304196 0.00424803 internal_weight=0 96.3528 61.167 internal_count=2842 1985 857 is_linear=0 shrinkage=0.0224292 Tree=5813 num_leaves=4 num_cat=0 split_feature=52 3 0 split_gain=3.91343 7.12069 4.16752 threshold=0.14114500000000005 -0.080724999999999977 -0.077944999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0043018391548687238 -0.020277839116008098 0.017357579007398746 0.0037323862555988015 leaf_weight=90.253994909777248 3.1089399341581183 13.226197527081238 50.716499991336605 leaf_count=1617 105 256 864 internal_value=0 0.0101794 -0.00141128 internal_weight=0 16.3351 140.97 internal_count=2842 361 2481 is_linear=0 shrinkage=0.0224292 Tree=5814 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=4.77433 7.83948 5.19159 threshold=0.094655000000000017 -0.076329999999999995 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3909225591042251e-05 0.00014235896167938213 -0.00016922801124625729 -0.0001978727936341443 leaf_weight=39.211267066610162 52.509508290153462 59.619169870449696 10.372827279963529 leaf_count=817 712 1168 145 internal_value=0 -6.87983e-05 8.61926e-05 internal_weight=0 98.8304 62.8823 internal_count=2842 1985 857 is_linear=0 shrinkage=0.000439788 Tree=5815 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=4.02356 7.74459 5.10989 threshold=0.094655000000000017 -0.076329999999999995 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.380634935840908e-05 0.00014011215362231763 -0.00015960342343922297 -0.00019913327457925361 leaf_weight=38.671783973448328 52.001993709855014 58.725259305821965 10.268109812517649 leaf_count=817 712 1168 145 internal_value=0 -5.89877e-05 8.41279e-05 internal_weight=0 97.397 62.2701 internal_count=2842 1985 857 is_linear=0 shrinkage=0.000439788 Tree=5816 num_leaves=4 num_cat=0 split_feature=1 52 48 split_gain=6.83858 7.04051 2.76789 threshold=0.10459000000000002 -0.11244999999999998 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037245247989968212 0.0001677389770173879 -4.0251544537474361e-05 -9.1585984907818955e-05 leaf_weight=14.121689168736337 38.932625316170743 96.910380542922212 9.9922680691815895 leaf_count=364 553 1837 88 internal_value=0 -8.25595e-05 0.00011476 internal_weight=0 111.032 48.9249 internal_count=2842 2201 641 is_linear=0 shrinkage=0.000439788 Tree=5817 num_leaves=4 num_cat=0 split_feature=1 52 11 split_gain=6.83805 7.03294 2.83193 threshold=0.10459000000000002 -0.11244999999999998 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037242494225143047 0.00015311233372365199 -4.0376703316484466e-05 -0.0001709898020467844 leaf_weight=14.111068063444689 43.385478536685696 97.292033396523038 5.9103507306426755 leaf_count=364 570 1837 71 internal_value=0 -8.24928e-05 0.000114203 internal_weight=0 111.403 49.2958 internal_count=2842 2201 641 is_linear=0 shrinkage=0.000439788 Tree=5818 num_leaves=4 num_cat=0 split_feature=1 52 48 split_gain=6.34499 7.01606 2.80902 threshold=0.10459000000000002 -0.11244999999999998 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019003373965550758 0.0084142099600722532 -0.0019435580265281462 -0.0049732268931475983 leaf_weight=13.864488982973851 38.28613832758856 95.931963751616422 9.9147166749462468 leaf_count=364 553 1837 88 internal_value=0 -0.00410071 0.00565959 internal_weight=0 109.796 48.2009 internal_count=2842 2201 641 is_linear=0 shrinkage=0.0224292 Tree=5819 num_leaves=4 num_cat=0 split_feature=1 52 11 split_gain=7.03141 6.85743 2.81347 threshold=0.10459000000000002 -0.11244999999999998 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036996487387085575 0.00015420907214706801 -4.1945681580957756e-05 -0.00016715309547724825 leaf_weight=14.092622579773886 43.676770877238596 97.515462953924725 5.9757627034559837 leaf_count=364 570 1837 71 internal_value=0 -8.34205e-05 0.000115483 internal_weight=0 111.608 49.6525 internal_count=2842 2201 641 is_linear=0 shrinkage=0.000439788 Tree=5820 num_leaves=3 num_cat=0 split_feature=52 42 split_gain=3.72583 3.68159 threshold=-0.53320999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046574055978288684 -0.00014576085730645419 3.9023206238732413e-05 leaf_weight=3.2363913679146199 24.779505105634598 131.09488863762817 leaf_count=181 768 1876 internal_value=0 9.63365e-06 internal_weight=0 155.874 internal_count=2825 2644 is_linear=0 shrinkage=0.000439788 Tree=5821 num_leaves=3 num_cat=0 split_feature=52 42 split_gain=3.6265 3.79571 threshold=-0.53320999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046517276126917321 -0.00014952578846189556 3.717173550728267e-05 leaf_weight=3.1862609737436278 25.044280620961217 131.91470676555764 leaf_count=181 768 1876 internal_value=0 7.36783e-06 internal_weight=0 156.959 internal_count=2825 2644 is_linear=0 shrinkage=0.000439788 Tree=5822 num_leaves=3 num_cat=0 split_feature=52 42 split_gain=3.6071 3.61279 threshold=-0.53320999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023733323602526828 -0.0074137388577730917 0.0019782008931803021 leaf_weight=3.1371795324084806 24.470645043431432 129.85429247851425 leaf_count=181 768 1876 internal_value=0 0.000488228 internal_weight=0 154.325 internal_count=2825 2644 is_linear=0 shrinkage=0.0224292 Tree=5823 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=3.52144 3.56421 threshold=-0.53320999999999985 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023702607494360772 -0.016715081395851601 0.0011532212292969166 leaf_weight=3.0715533941402091 5.8176620273370636 148.45280561869004 leaf_count=181 243 2401 internal_value=0 0.000477408 internal_weight=0 154.27 internal_count=2825 2644 is_linear=0 shrinkage=0.0224292 Tree=5824 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=4.61229 4.37941 threshold=-0.40775499999999992 0.13601500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053563797839020441 -1.1522715753337683e-05 0.0003088261662794576 leaf_weight=3.080386740359244 150.51504597796156 8.71359510955517 leaf_count=99 2585 161 internal_value=0 6.04291e-06 internal_weight=0 159.229 internal_count=2845 2746 is_linear=0 shrinkage=0.000439788 Tree=5825 num_leaves=4 num_cat=0 split_feature=403 403 1 split_gain=4.5958 4.9275 0.286475 threshold=0.10150000000000002 0.086810000000000012 0.081720000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049218448008749808 -0.026812649988652817 0.018154697789360564 -0.014787884668918231 leaf_weight=148.04189020129706 2.8625790899386621 7.4707736426062175 1.6654365938156841 leaf_count=2591 129 61 64 internal_value=0 0.000405724 -0.0224705 internal_weight=0 155.513 4.52802 internal_count=2845 2652 193 is_linear=0 shrinkage=0.0224292 Tree=5826 num_leaves=3 num_cat=0 split_feature=51 403 split_gain=4.74483 4.61612 threshold=-0.40775499999999992 0.10150000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053876033058014225 1.8277733876137253e-05 -0.00043671362343460399 leaf_weight=3.1395425390801384 154.58527898896864 4.4174643800070035 leaf_count=99 2561 185 internal_value=0 5.58611e-06 internal_weight=0 159.003 internal_count=2845 2746 is_linear=0 shrinkage=0.000439788 Tree=5827 num_leaves=4 num_cat=0 split_feature=403 51 1 split_gain=4.55184 4.76755 0.309879 threshold=0.10150000000000002 -0.40775499999999992 0.084775000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005422261862835624 -0.00052326844455422288 1.7800251994226053e-05 -0.00027932447367386696 leaf_weight=2.9777883049973743 2.924522021028678 155.24194311544488 1.6571790871676055 leaf_count=91 132 2561 61 internal_value=0 7.19608e-06 -0.00043656 internal_weight=0 158.22 4.5817 internal_count=2845 2652 193 is_linear=0 shrinkage=0.000439788 Tree=5828 num_leaves=4 num_cat=0 split_feature=457 1 16 split_gain=6.72987 5.35278 3.00539 threshold=0.079930000000000015 0.13857500000000003 -0.094359999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9859530494868614e-05 -1.1809725533515248e-05 0.0003349213945088233 0.00030512834434026084 leaf_weight=129.5603797577387 8.0520270781416929 7.7962708225822999 20.538279014406726 leaf_count=2531 63 139 181 internal_value=0 -1.85436e-05 0.000215919 internal_weight=0 137.357 28.5903 internal_count=2914 2670 244 is_linear=0 shrinkage=0.000439788 Tree=5829 num_leaves=4 num_cat=0 split_feature=457 1 16 split_gain=6.39866 5.20167 3.06229 threshold=0.079930000000000015 0.13857500000000003 -0.094359999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019979314988204607 -0.00092834574911051691 0.016953478324445544 0.015469204943041498 leaf_weight=127.66797956544542 7.9912169085873783 7.7078319068823467 20.206097006215714 leaf_count=2531 63 139 181 internal_value=0 -0.000916665 0.0108246 internal_weight=0 135.376 28.1973 internal_count=2914 2670 244 is_linear=0 shrinkage=0.0224292 Tree=5830 num_leaves=4 num_cat=0 split_feature=457 1 16 split_gain=6.12962 5.00524 2.94278 threshold=0.079930000000000015 0.13857500000000003 -0.094359999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019534868707230093 -0.00090734945248475583 0.016705063286749224 0.015173175656976005 leaf_weight=127.64468284169561 7.9931679723958977 7.6479673099238417 20.139406482921913 leaf_count=2531 63 139 181 internal_value=0 -0.000896528 0.0106068 internal_weight=0 135.293 28.1326 internal_count=2914 2670 244 is_linear=0 shrinkage=0.0224292 Tree=5831 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=5.9602 5.07724 3.01854 threshold=0.079930000000000015 -0.095244999999999982 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013481157875079537 6.8961712346661427e-05 -6.5194979603524017e-05 0.00035619945072839398 leaf_weight=31.971091763552977 15.248769028985409 105.51483357803227 13.202760860993292 leaf_count=350 113 2320 131 internal_value=0 -1.8673e-05 0.000202402 internal_weight=0 137.486 28.4515 internal_count=2914 2670 244 is_linear=0 shrinkage=0.000439788 Tree=5832 num_leaves=4 num_cat=0 split_feature=376 151 43 split_gain=3.4071 3.82063 2.02297 threshold=1.0000000180025095e-35 -0.29526499999999994 -0.081204999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021509659834165151 0.0045055496300440284 0.00069233577909943978 0.023956576260523985 leaf_weight=3.9846893445355809 6.1258306271629408 149.3084131764881 4.7922548347851244 leaf_count=62 82 2618 82 internal_value=0 0.000112612 0.0130701 internal_weight=0 153.293 10.9181 internal_count=2844 2680 164 is_linear=0 shrinkage=0.0224292 Tree=5833 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=3.71921 5.33144 threshold=-0.40941499999999992 -0.099594999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021114896369312235 0.022537032196656513 0.00067688385130079784 leaf_weight=3.7346424854331408 5.8050847821868947 154.56489003890601 leaf_count=60 35 2749 internal_value=0 0.00147077 internal_weight=0 160.37 internal_count=2844 2784 is_linear=0 shrinkage=0.0224292 Tree=5834 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=3.57632 5.13516 threshold=-0.40941499999999992 -0.099594999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020779805091357528 0.022186788311606177 0.00066169383003476128 leaf_weight=3.7103362581983665 5.7652224060147992 154.56718505281242 leaf_count=60 35 2749 internal_value=0 0.00143824 internal_weight=0 160.332 internal_count=2844 2784 is_linear=0 shrinkage=0.0224292 Tree=5835 num_leaves=4 num_cat=0 split_feature=376 484 43 split_gain=3.67643 3.81907 1.87857 threshold=1.0000000180025095e-35 -0.0048899999999999994 -0.081204999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027546882944225198 0.00010176805233999564 1.686919682745764e-05 0.00046548250029370807 leaf_weight=9.1670840435253904 6.3125546686933376 146.20517148017097 4.8623049419256841 leaf_count=426 82 2254 82 internal_value=0 -4.10696e-07 0.000260548 internal_weight=0 155.372 11.1749 internal_count=2844 2680 164 is_linear=0 shrinkage=0.000439788 Tree=5836 num_leaves=4 num_cat=0 split_feature=0 133 43 split_gain=4.70502 5.76627 3.91201 threshold=-0.017269999999999997 -0.10210999999999999 0.093240000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037738548529056781 6.9445700197678332e-05 -1.6096779260133732e-05 0.00046950993755932364 leaf_weight=9.1383514083354367 20.552464736858386 127.63300299028924 6.1241689019370815 leaf_count=340 285 2178 29 internal_value=0 -4.02855e-05 0.000161559 internal_weight=0 136.771 26.6766 internal_count=2832 2518 314 is_linear=0 shrinkage=0.000439788 Tree=5837 num_leaves=4 num_cat=0 split_feature=0 133 4 split_gain=4.73653 5.58757 4.08034 threshold=-0.017269999999999997 -0.10210999999999999 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037431700928897084 -0.00010152479108920925 -1.6579633242664734e-05 0.00027452789215068167 leaf_weight=9.0269402147896454 7.9413222249131676 127.06297834416182 18.688588120334316 leaf_count=340 114 2178 200 internal_value=0 -4.03578e-05 0.000162393 internal_weight=0 136.09 26.6299 internal_count=2832 2518 314 is_linear=0 shrinkage=0.000439788 Tree=5838 num_leaves=4 num_cat=0 split_feature=0 133 4 split_gain=4.66184 5.50664 4.11879 threshold=-0.017269999999999997 -0.10210999999999999 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019178704979481723 -0.0053934629154148992 -0.00089107414523970443 0.014020681256520336 leaf_weight=8.8497215114111878 7.8207877406384823 125.48991824106997 18.418751169549068 leaf_count=340 114 2178 200 internal_value=0 -0.00209834 0.00823451 internal_weight=0 134.34 26.2395 internal_count=2832 2518 314 is_linear=0 shrinkage=0.0224292 Tree=5839 num_leaves=4 num_cat=0 split_feature=0 133 4 split_gain=4.4715 5.33042 3.96467 threshold=-0.017269999999999997 -0.10210999999999999 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018954327362862455 -0.0052731872912520662 -0.00087112633109203905 0.013792378310567118 leaf_weight=8.7549454789186694 7.8201986304484334 125.48489221822456 18.305288985662628 leaf_count=340 114 2178 200 internal_value=0 -0.00205302 0.00808576 internal_weight=0 134.24 26.1255 internal_count=2832 2518 314 is_linear=0 shrinkage=0.0224292 Tree=5840 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=4.21247 5.88856 1.80102 threshold=-0.49096999999999996 0.15355000000000005 0.094655000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004811310959470478 -0.00011237707168048292 0.027046682618570201 -0.027401842878053011 leaf_weight=3.3101523956283918 148.52066297944111 4.1086510984750921 3.8345207895617932 leaf_count=48 2649 31 94 internal_value=0 0.000622013 -0.0169763 internal_weight=0 152.629 7.14467 internal_count=2822 2680 142 is_linear=0 shrinkage=0.0224292 Tree=5841 num_leaves=4 num_cat=0 split_feature=39 4 1 split_gain=4.35942 7.20985 5.49711 threshold=0.0047850000000000011 -0.49096999999999996 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053406851315747112 -0.00022952462224387098 -1.2499875681052202e-05 0.00030122612277634213 leaf_weight=5.3069168778602025 4.8702593158232075 136.6348400763527 16.574026664544363 leaf_count=123 64 2370 265 internal_value=0 -3.20695e-05 0.000180589 internal_weight=0 141.942 21.4443 internal_count=2822 2493 329 is_linear=0 shrinkage=0.000439788 Tree=5842 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=4.04935 5.69367 1.76469 threshold=-0.49096999999999996 0.15355000000000005 0.094655000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0046917475535031014 -0.00011097784787405316 0.026737516303666751 -0.027111608715665415 leaf_weight=3.3110913643613449 148.58253494163364 4.063655666075646 3.7896935811731964 leaf_count=48 2649 31 94 internal_value=0 0.000607021 -0.0166979 internal_weight=0 152.646 7.10078 internal_count=2822 2680 142 is_linear=0 shrinkage=0.0224292 Tree=5843 num_leaves=4 num_cat=0 split_feature=3 16 2 split_gain=3.95282 7.0985 5.34955 threshold=-0.078914999999999985 -0.089704999999999993 0.085775000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046070405625902372 0.010872676862116683 -0.01062175215838595 -0.00072569547656186587 leaf_weight=25.799257195008977 28.454810657422058 38.142227677861229 67.259551410388667 leaf_count=382 399 1174 867 internal_value=0 -0.00447766 0.00272385 internal_weight=0 63.9415 95.7144 internal_count=2822 1556 1266 is_linear=0 shrinkage=0.0224292 Tree=5844 num_leaves=4 num_cat=0 split_feature=15 4 0 split_gain=5.87543 6.16025 5.60466 threshold=0.088550000000000004 -0.4945199999999999 -0.0051099999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037786677420592309 -0.00030254969455365688 5.1595105560505991e-05 0.0003649756782898386 leaf_weight=6.7729560572188339 18.7550179749087 132.18821024727004 2.7784897799137971 leaf_count=123 607 2113 25 internal_value=0 3.06141e-05 -0.000216171 internal_weight=0 138.961 21.5335 internal_count=2868 2236 632 is_linear=0 shrinkage=0.000439788 Tree=5845 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=5.0207 5.26368 threshold=-0.4945199999999999 0.062580000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036674439461175599 -7.7420928488594177e-06 0.00032250290870034138 leaf_weight=6.9976106844842425 144.14302906014564 9.9620293433836178 leaf_count=130 2640 98 internal_value=0 1.36437e-05 internal_weight=0 154.105 internal_count=2868 2738 is_linear=0 shrinkage=0.000439788 Tree=5846 num_leaves=4 num_cat=0 split_feature=15 4 0 split_gain=5.71501 6.14022 5.46002 threshold=0.088550000000000004 -0.4945199999999999 -0.0051099999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019391639488963851 -0.015379183560335016 0.0025818857572472392 0.018452737510637557 leaf_weight=6.7083545504137865 18.482484070395007 130.47173504879902 2.7409877596655852 leaf_count=123 607 2113 25 internal_value=0 0.00150479 -0.0109972 internal_weight=0 137.18 21.2235 internal_count=2868 2236 632 is_linear=0 shrinkage=0.0224292 Tree=5847 num_leaves=4 num_cat=0 split_feature=15 0 4 split_gain=5.58089 7.50208 5.59734 threshold=0.10330500000000002 -0.019414999999999998 -0.4945199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019067423452417586 -0.026692149461332866 0.015565778285445024 0.0019319314039281128 leaf_weight=6.6701612919569007 8.0514909608755243 2.8489660748746237 140.64296715172895 leaf_count=123 221 35 2489 internal_value=0 -0.0156396 0.000978758 internal_weight=0 10.9005 147.313 internal_count=2868 256 2612 is_linear=0 shrinkage=0.0224292 Tree=5848 num_leaves=3 num_cat=0 split_feature=14 9 split_gain=4.39648 4.21076 threshold=0.077685000000000018 0.084755000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016936956231530949 -0.023094182865896151 -0.0156940557014041 leaf_weight=144.96698891130654 3.9376893447333705 7.3432536559412247 leaf_count=2684 91 85 internal_value=0 0.000853527 internal_weight=0 152.31 internal_count=2860 2769 is_linear=0 shrinkage=0.0224292 Tree=5849 num_leaves=3 num_cat=0 split_feature=14 12 split_gain=4.28427 4.58582 threshold=0.077685000000000018 0.084055000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.8453936952349624e-05 -0.00044501223945940744 -6.3398165487659944e-05 leaf_weight=81.515484871182707 3.9663209045247632 72.798673265031539 leaf_count=897 91 1872 internal_value=0 1.68178e-05 internal_weight=0 154.314 internal_count=2860 2769 is_linear=0 shrinkage=0.000439788 Tree=5850 num_leaves=3 num_cat=0 split_feature=14 12 split_gain=4.24108 4.13004 threshold=0.077685000000000018 0.084055000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0043202869379035226 -0.022798410489961549 -0.0030769120180947542 leaf_weight=80.55538135736424 3.8992238629143676 71.793573558999924 leaf_count=897 91 1872 internal_value=0 0.00083445 internal_weight=0 152.349 internal_count=2860 2769 is_linear=0 shrinkage=0.0224292 Tree=5851 num_leaves=3 num_cat=0 split_feature=14 12 split_gain=4.11844 4.28415 threshold=0.077685000000000018 0.084055000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.3753087469376586e-05 -0.00044164081585219101 -6.3099043918828521e-05 leaf_weight=81.353601452254225 3.9083937705436247 72.778184904491354 leaf_count=897 91 1872 internal_value=0 1.4413e-05 internal_weight=0 154.132 internal_count=2860 2769 is_linear=0 shrinkage=0.000439788 Tree=5852 num_leaves=4 num_cat=0 split_feature=0 48 474 split_gain=4.61803 10.0166 7.55363 threshold=-0.10072999999999999 0.086035000000000014 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025711343703912954 -0.0065375632791879667 0.010555231774737064 0.025368673910860506 leaf_weight=61.092147855335497 70.259031284946104 22.838194286494399 8.2874129166593757 leaf_count=537 1961 320 49 internal_value=0 -0.00234313 0.00530054 internal_weight=0 93.0972 69.3796 internal_count=2867 2281 586 is_linear=0 shrinkage=0.0224292 Tree=5853 num_leaves=4 num_cat=0 split_feature=0 48 474 split_gain=4.42023 9.58418 7.30339 threshold=-0.10072999999999999 0.086035000000000014 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025147599835488687 -0.006401438607691272 0.010326243126182173 0.025016924810304163 leaf_weight=61.061487696046242 70.14541257367091 22.821651697304333 8.2165200397139397 leaf_count=537 1961 320 49 internal_value=0 -0.00229383 0.00518972 internal_weight=0 92.9671 69.278 internal_count=2867 2281 586 is_linear=0 shrinkage=0.0224292 Tree=5854 num_leaves=4 num_cat=0 split_feature=0 48 474 split_gain=5.13273 9.36881 6.81813 threshold=-0.10072999999999999 0.086035000000000014 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.7504337078913966e-05 -0.00012720066961958792 0.00019373804213061716 0.00048090115992506418 leaf_weight=62.019415646107518 72.039151688637503 23.256606809300138 8.328386676614171 leaf_count=537 1961 320 49 internal_value=0 -4.88535e-05 0.000107747 internal_weight=0 95.2958 70.3478 internal_count=2867 2281 586 is_linear=0 shrinkage=0.000439788 Tree=5855 num_leaves=4 num_cat=0 split_feature=0 48 474 split_gain=4.59203 9.16357 7.15695 threshold=-0.10072999999999999 0.086035000000000014 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.2831542675505847e-05 -0.00012251566758405367 0.00019677651669717914 0.00048781026139011808 leaf_weight=61.590701150576933 70.970331832333613 23.004927083180519 8.2842765932437015 leaf_count=537 1961 320 49 internal_value=0 -4.43296e-05 0.000104521 internal_weight=0 93.9753 69.875 internal_count=2867 2281 586 is_linear=0 shrinkage=0.000439788 Tree=5856 num_leaves=4 num_cat=0 split_feature=47 0 3 split_gain=4.90375 7.61841 5.22292 threshold=0.088995000000000005 -0.040504999999999992 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030722626218239201 -0.015045465513242495 0.012435137961154922 0.0058103275932502568 leaf_weight=60.68117393211287 21.33300884679193 6.641456738812848 73.761518860163051 leaf_count=1452 296 46 1063 internal_value=0 -0.00851723 0.00180127 internal_weight=0 27.9745 134.443 internal_count=2857 342 2515 is_linear=0 shrinkage=0.0224292 Tree=5857 num_leaves=4 num_cat=0 split_feature=47 3 3 split_gain=4.69617 7.51235 4.9958 threshold=0.088995000000000005 -0.10600999999999998 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030053719781139858 0.014840492026283885 -0.014176037477056397 0.0056852957507827111 leaf_weight=60.64131686235487 5.6015099710784879 22.307060596125666 73.694090188131668 leaf_count=1452 39 303 1063 internal_value=0 -0.00834599 0.00176231 internal_weight=0 27.9086 134.335 internal_count=2857 342 2515 is_linear=0 shrinkage=0.0224292 Tree=5858 num_leaves=4 num_cat=0 split_feature=47 0 3 split_gain=4.49879 7.24473 4.77843 threshold=0.088995000000000005 -0.040504999999999992 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029398879610050758 -0.01455789788369458 0.012322328147925525 0.0055628170095556751 leaf_weight=60.602495745639317 21.23340576430201 6.5977939967997363 73.628520297279465 leaf_count=1452 296 46 1063 internal_value=0 -0.00818147 0.00172415 internal_weight=0 27.8312 134.231 internal_count=2857 342 2515 is_linear=0 shrinkage=0.0224292 Tree=5859 num_leaves=3 num_cat=0 split_feature=51 33 split_gain=4.40385 4.30672 threshold=-0.40775499999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027224322846332433 -0.02283070291458781 0.00110722496069519 leaf_weight=2.911264177717384 3.8563116709701708 155.13083083026868 leaf_count=102 38 2717 internal_value=0 0.000523927 internal_weight=0 158.987 internal_count=2857 2755 is_linear=0 shrinkage=0.0224292 Tree=5860 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=4.21483 6.76089 6.07696 threshold=0.081320000000000017 -0.19126499999999999 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3572198235865054e-05 -0.00063678135478950962 -4.7696831225247764e-05 -0.00044498122580681937 leaf_weight=124.62538378142926 4.4956705716904279 22.811882509922725 4.6976988115347913 leaf_count=2164 41 349 231 internal_value=0 -0.000145056 4.50359e-05 internal_weight=0 27.3076 129.323 internal_count=2785 390 2395 is_linear=0 shrinkage=0.000439788 Tree=5861 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=4.37807 6.99552 6.07182 threshold=0.081320000000000017 -0.19126499999999999 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7246345593169479e-05 -0.00064399001774128608 -4.5617147761929327e-05 -0.00044413607562931984 leaf_weight=124.27193233830621 4.5156005544122335 22.694084314483916 4.6401391576800952 leaf_count=2164 41 349 231 internal_value=0 -0.000145302 4.87763e-05 internal_weight=0 27.2097 128.912 internal_count=2785 390 2395 is_linear=0 shrinkage=0.000439788 Tree=5862 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=4.25754 6.86746 6.24455 threshold=0.081320000000000017 -0.19126499999999999 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5796444112268355e-05 -0.00063691761133682369 -4.542899259387834e-05 -0.00045009489266943615 leaf_weight=124.23350788641983 4.5391334334854063 22.742500681488309 4.691185146530187 leaf_count=2164 41 349 231 internal_value=0 -0.000144218 4.69608e-05 internal_weight=0 27.2816 128.925 internal_count=2785 390 2395 is_linear=0 shrinkage=0.000439788 Tree=5863 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=4.41885 6.93408 6.04511 threshold=0.081320000000000017 -0.19126499999999999 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034307679184916607 -0.032941923369667572 -0.002418756069492383 -0.022790659771428568 leaf_weight=122.61944668975048 4.476211853092539 22.43069315860339 4.5696073934886945 leaf_count=2164 41 349 231 internal_value=0 -0.00751632 0.00248541 internal_weight=0 26.9069 127.189 internal_count=2785 390 2395 is_linear=0 shrinkage=0.0224292 Tree=5864 num_leaves=4 num_cat=0 split_feature=401 456 2 split_gain=4.53718 3.29266 0.689414 threshold=0.087020000000000014 -1.0000000180025095e-35 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036259098692917438 -0.00049097127939178465 3.3154584306592404e-05 -0.00013992988714200223 leaf_weight=4.1579590564360833 3.7685551099129944 153.47471036868592 1.5421209407795684 leaf_count=62 180 2584 55 internal_value=0 2.26732e-05 -0.000389902 internal_weight=0 157.633 5.31068 internal_count=2881 2646 235 is_linear=0 shrinkage=0.000439788 Tree=5865 num_leaves=4 num_cat=0 split_feature=401 456 2 split_gain=4.45914 3.35258 0.711392 threshold=0.087020000000000014 -1.0000000180025095e-35 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036356818364920548 -0.00049029792680680502 3.3170002309045366e-05 -0.00013573460849457866 leaf_weight=4.2135459292912847 3.7414914709515861 154.3654814740039 1.5700235317344775 leaf_count=62 180 2584 55 internal_value=0 2.25859e-05 -0.000386355 internal_weight=0 158.579 5.31152 internal_count=2881 2646 235 is_linear=0 shrinkage=0.000439788 Tree=5866 num_leaves=4 num_cat=0 split_feature=401 456 2 split_gain=4.49444 3.31938 0.647797 threshold=0.087020000000000014 -1.0000000180025095e-35 0.096055000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018655375611547724 -0.025160583151984064 0.0017390848281412098 -0.0076775674887344441 leaf_weight=4.1050185353960833 3.6362676429562262 151.50069265469574 1.5363172573270274 leaf_count=62 178 2584 57 internal_value=0 0.00119884 -0.0200153 internal_weight=0 155.606 5.17258 internal_count=2881 2646 235 is_linear=0 shrinkage=0.0224292 Tree=5867 num_leaves=4 num_cat=0 split_feature=401 456 2 split_gain=4.4025 3.16701 0.675374 threshold=0.087020000000000014 -1.0000000180025095e-35 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035762310983667372 -0.00049012997564578775 3.1980295392638832e-05 -0.00014058970204420054 leaf_weight=4.1257587115978813 3.6822872979682861 152.95596915601709 1.53117049485445 leaf_count=62 180 2584 55 internal_value=0 2.17051e-05 -0.000388359 internal_weight=0 157.082 5.21346 internal_count=2881 2646 235 is_linear=0 shrinkage=0.000439788 Tree=5868 num_leaves=4 num_cat=0 split_feature=13 3 52 split_gain=5.08567 5.12777 1.87696 threshold=0.19597000000000001 -0.11327499999999999 -0.049384999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010764659305942332 -0.0056924053766074815 7.223972747967284e-05 -0.02699258893875622 leaf_weight=27.773081369494321 4.3646923546330072 119.93126807884619 3.9818843639804964 leaf_count=273 57 2377 91 internal_value=0 0.00208388 -0.0158925 internal_weight=0 147.704 8.34658 internal_count=2798 2650 148 is_linear=0 shrinkage=0.0224292 Tree=5869 num_leaves=4 num_cat=0 split_feature=13 3 52 split_gain=4.67173 5.17194 1.85146 threshold=0.19597000000000001 -0.11327499999999999 -0.049384999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020863717644713098 -0.00010061233022633173 -8.0862385938274086e-07 -0.00051344109593807325 leaf_weight=28.05037159434869 4.4174988375743851 121.54441422300806 4.0084167354507354 leaf_count=273 57 2377 91 internal_value=0 3.8486e-05 -0.000297722 internal_weight=0 149.595 8.42592 internal_count=2798 2650 148 is_linear=0 shrinkage=0.000439788 Tree=5870 num_leaves=4 num_cat=0 split_feature=13 3 52 split_gain=4.81083 4.68344 1.8241 threshold=0.19597000000000001 -0.11327499999999999 -0.049384999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002013227328662824 -0.00010645147836423699 2.2262574323791573e-06 -0.00051631980001424767 leaf_weight=28.109558016643859 4.4293195785721764 121.82283944200026 3.996443511816322 leaf_count=273 57 2377 91 internal_value=0 3.95741e-05 -0.000301585 internal_weight=0 149.932 8.42576 internal_count=2798 2650 148 is_linear=0 shrinkage=0.000439788 Tree=5871 num_leaves=4 num_cat=0 split_feature=13 3 52 split_gain=4.7182 4.91939 1.87342 threshold=0.19597000000000001 -0.11327499999999999 -0.049384999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020603117446156444 -0.0001005519875719334 1.6938756959511333e-06 -0.00051582750414009865 leaf_weight=28.026901287463261 4.4401363906217739 121.54881468857275 3.9893306645099056 leaf_count=273 57 2377 91 internal_value=0 4.00032e-05 -0.000297807 internal_weight=0 149.576 8.42947 internal_count=2798 2650 148 is_linear=0 shrinkage=0.000439788 Tree=5872 num_leaves=4 num_cat=0 split_feature=480 1 483 split_gain=3.76805 3.94667 0.427835 threshold=0.08456000000000001 0.13130500000000003 0.094075000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00035222386718336486 -0.025885084125986755 0.013199368433861733 -0.011094410351645278 leaf_weight=139.51855401493958 2.725576871453085 11.700284595513947 1.6048696466168619 leaf_count=2408 139 215 63 internal_value=0 0.00069784 -0.0204764 internal_weight=0 151.219 4.33045 internal_count=2825 2623 202 is_linear=0 shrinkage=0.0224292 Tree=5873 num_leaves=4 num_cat=0 split_feature=1456 1212 47 split_gain=4.16047 4.00073 0.999228 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.083310000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004565275107558104 -0.00053091072351081679 2.4795351802033535e-05 -9.7787528198698041e-05 leaf_weight=3.3974618343345346 3.36447229386249 149.18174323082349 1.4956365653779355 leaf_count=199 200 2391 35 internal_value=0 1.4022e-05 -0.000398527 internal_weight=0 152.579 4.86011 internal_count=2825 2590 235 is_linear=0 shrinkage=0.000439788 Tree=5874 num_leaves=4 num_cat=0 split_feature=1456 1212 160 split_gain=3.83806 3.90851 1.17799 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.089549999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004561395699359901 -5.9234542744427006e-05 2.4156027953364897e-05 -0.00053521283367287235 leaf_weight=3.3316724521864662 1.4594646306941284 148.95099545488119 3.2526185750029972 leaf_count=199 70 2391 165 internal_value=0 1.35922e-05 -0.000388623 internal_weight=0 152.283 4.71208 internal_count=2825 2590 235 is_linear=0 shrinkage=0.000439788 Tree=5875 num_leaves=4 num_cat=0 split_feature=1456 1212 160 split_gain=4.01503 4.00794 1.18681 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.089549999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045646007203955412 -6.2463758741395357e-05 2.4689639858169331e-05 -0.00053758602169474642 leaf_weight=3.4060641944233785 1.4660434500256085 149.60587268908057 3.3407327991299089 leaf_count=199 70 2391 165 internal_value=0 1.39236e-05 -0.000393496 internal_weight=0 153.012 4.80678 internal_count=2825 2590 235 is_linear=0 shrinkage=0.000439788 Tree=5876 num_leaves=4 num_cat=0 split_feature=13 0 39 split_gain=4.03988 6.11574 6.0575 threshold=-0.09547499999999999 -0.14449499999999996 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014187822559230682 -0.0051225038094370734 0.010511021005125453 0.0088849484326272432 leaf_weight=6.2346419653040348 109.60707268917758 26.067437054574839 18.076864832699357 leaf_count=80 2248 272 295 internal_value=0 0.00573832 -0.00313837 internal_weight=0 32.3021 127.684 internal_count=2895 352 2543 is_linear=0 shrinkage=0.0224292 Tree=5877 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=4.28946 6.46791 5.64791 threshold=-0.09547499999999999 0.0047850000000000011 -0.14449499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025499365850875042 -0.00010187919624355991 0.00017705857742827884 0.00020492630427255393 leaf_weight=6.3893753539305171 111.50393126723429 18.768816698167939 26.613175151433097 leaf_count=80 2248 295 272 internal_value=0 -6.16717e-05 0.000115789 internal_weight=0 130.273 33.0026 internal_count=2895 2543 352 is_linear=0 shrinkage=0.000439788 Tree=5878 num_leaves=4 num_cat=0 split_feature=13 0 39 split_gain=3.87234 5.84456 5.80866 threshold=-0.09547499999999999 -0.14449499999999996 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013823781522341467 -0.0050142156860164371 0.01030621031547321 0.0087203885718982136 leaf_weight=6.2483546008588737 109.53024027709398 25.997898113389965 18.024128717232088 leaf_count=80 2248 272 295 internal_value=0 0.00562513 -0.00307243 internal_weight=0 32.2463 127.554 internal_count=2895 352 2543 is_linear=0 shrinkage=0.0224292 Tree=5879 num_leaves=4 num_cat=0 split_feature=1 160 3 split_gain=3.76079 6.50482 5.71175 threshold=0.094695000000000015 0.10150000000000002 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8680205175245264e-05 0.00016032839684577955 -0.00050877785204900576 -0.00011635222392784182 leaf_weight=93.727523528508755 39.670272358547663 6.3270562320831223 22.659281355066923 leaf_count=1865 633 161 236 internal_value=0 -7.78665e-05 5.97391e-05 internal_weight=0 100.055 62.3296 internal_count=2895 2026 869 is_linear=0 shrinkage=0.000439788 Tree=5880 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=5.06613 6.72471 threshold=-0.094679999999999986 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018042515031469374 0.0027861685119147271 -0.02688986975731043 leaf_weight=6.5522386678494504 155.44145616094829 3.9197303349646964 leaf_count=58 2737 96 internal_value=0 0.00205311 internal_weight=0 159.361 internal_count=2891 2833 is_linear=0 shrinkage=0.0224292 Tree=5881 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=4.83769 5.31261 threshold=-0.094679999999999986 0.064610000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017619790655014782 0.0026862617566906469 -0.0226944056173593 leaf_weight=6.5593257751315823 155.06813970939402 4.2439490194665259 leaf_count=58 2734 99 internal_value=0 0.0020075 internal_weight=0 159.312 internal_count=2891 2833 is_linear=0 shrinkage=0.0224292 Tree=5882 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=4.6196 5.11921 threshold=-0.094679999999999986 0.064610000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017207403317357844 0.0026258748140152574 -0.022406344321176171 leaf_weight=6.5662559871561816 155.0765311762807 4.2028124216594724 leaf_count=58 2734 99 internal_value=0 0.00196276 internal_weight=0 159.279 internal_count=2891 2833 is_linear=0 shrinkage=0.0224292 Tree=5883 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=4.24699 4.93753 threshold=-0.094679999999999986 0.064610000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003237093176664939 4.7611880707898999e-05 -0.00043010113543950641 leaf_weight=6.6298124608583739 157.53479384370439 4.2798838836606583 leaf_count=58 2734 99 internal_value=0 3.49275e-05 internal_weight=0 161.815 internal_count=2891 2833 is_linear=0 shrinkage=0.000439788 Tree=5884 num_leaves=4 num_cat=0 split_feature=129 403 403 split_gain=4.84621 8.16141 5.19707 threshold=0.010690000000000002 0.084620000000000015 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037765735834593739 -0.0093109530643655462 0.030389348623283862 -0.018752524622361884 leaf_weight=134.72300737200567 4.3939964470773685 6.3534608576155733 8.1966951614595001 leaf_count=2292 195 45 293 internal_value=0 0.0141705 -0.00143385 internal_weight=0 10.7475 142.92 internal_count=2825 240 2585 is_linear=0 shrinkage=0.0224292 Tree=5885 num_leaves=4 num_cat=0 split_feature=129 403 0 split_gain=4.58473 7.79621 5.17583 threshold=0.010690000000000002 0.084620000000000015 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.5748468271945587e-05 -0.00017651103123465128 0.00057910675710594697 -0.00010191647987206409 leaf_weight=63.608354131574742 4.4806887748964055 6.3882983277726453 80.858435395450215 leaf_count=535 195 45 2050 internal_value=0 0.000267844 -2.80951e-05 internal_weight=0 10.869 144.467 internal_count=2825 240 2585 is_linear=0 shrinkage=0.000439788 Tree=5886 num_leaves=4 num_cat=0 split_feature=129 403 49 split_gain=4.63524 7.81099 5.1097 threshold=0.010690000000000002 0.084620000000000015 -0.44233499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023743824200399923 -0.0091118100013377577 0.029756746081488449 -0.0021178917396241759 leaf_weight=3.9336365559138349 4.3886295177871926 6.3407207489944994 138.92815313777101 leaf_count=16 195 45 2569 internal_value=0 0.0138704 -0.00140272 internal_weight=0 10.7294 142.862 internal_count=2825 240 2585 is_linear=0 shrinkage=0.0224292 Tree=5887 num_leaves=4 num_cat=0 split_feature=129 403 403 split_gain=4.43763 7.48205 5.02443 threshold=0.010690000000000002 0.084620000000000015 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033863142109629259 -0.0089220367060620191 0.029152630669239357 -0.018504263906708052 leaf_weight=134.74328229637467 4.3819324791293166 6.3274985917378217 8.102370376698671 leaf_count=2292 195 45 293 internal_value=0 0.0135856 -0.00137134 internal_weight=0 10.7094 142.846 internal_count=2825 240 2585 is_linear=0 shrinkage=0.0224292 Tree=5888 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=4.57702 6.01543 0.151616 threshold=-0.25159999999999993 0.18141000000000002 -0.067719999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059798168249901144 1.2110243902853678e-05 0.00052525221469263783 -0.00039672276055891014 leaf_weight=1.5323622654541398 148.81118133186101 4.5347042354405849 1.8007720906025486 leaf_count=48 2604 27 127 internal_value=0 2.73482e-05 -0.000492127 internal_weight=0 153.346 3.33313 internal_count=2806 2631 175 is_linear=0 shrinkage=0.000439788 Tree=5889 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=4.49995 6.13562 0.145921 threshold=-0.25159999999999993 0.18141000000000002 -0.067719999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.030514462364298965 0.00064768840329814932 0.02714068197828395 -0.020281620592028288 leaf_weight=1.5069679882872153 146.93176969794513 4.5143182490137397 1.7349837688525429 leaf_count=48 2604 27 127 internal_value=0 0.00144072 -0.025189 internal_weight=0 151.446 3.24195 internal_count=2806 2631 175 is_linear=0 shrinkage=0.0224292 Tree=5890 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=4.31759 5.97947 0.138555 threshold=-0.25159999999999993 0.18141000000000002 -0.067719999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00058948740070097715 1.3801633317791272e-05 0.00052505994727362903 -0.0003922670222397147 leaf_weight=1.4669448935164839 148.67788986678715 4.54121671343455 1.7329967811674567 leaf_count=48 2604 27 127 internal_value=0 2.90182e-05 -0.000485638 internal_weight=0 153.219 3.19994 internal_count=2806 2631 175 is_linear=0 shrinkage=0.000439788 Tree=5891 num_leaves=4 num_cat=0 split_feature=47 0 150 split_gain=4.37158 11.264 6.62315 threshold=0.087850000000000025 -0.063914999999999986 -0.17469499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.029913684055113257 -0.01808377951068486 0.012652794920735613 0.0016237723855261534 leaf_weight=4.2890254231169811 17.291168892712452 9.1618501092307252 123.90041416781969 leaf_count=23 269 84 2430 internal_value=0 -0.0074369 0.00257462 internal_weight=0 26.453 128.189 internal_count=2806 353 2453 is_linear=0 shrinkage=0.0224292 Tree=5892 num_leaves=4 num_cat=0 split_feature=1 48 47 split_gain=4.7421 6.45386 4.01269 threshold=0.092385000000000009 0.092335000000000014 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006409847752407701 0.0079541306949878592 0.01158606821564958 -0.003777410500871113 leaf_weight=79.649587129857537 41.524125256109983 11.450752356831797 22.65785655687796 leaf_count=1782 713 166 216 internal_value=0 -0.00414592 0.00381271 internal_weight=0 91.1003 64.182 internal_count=2877 1948 929 is_linear=0 shrinkage=0.0224292 Tree=5893 num_leaves=4 num_cat=0 split_feature=1 48 150 split_gain=4.53946 6.17145 3.93718 threshold=0.092385000000000009 0.092335000000000014 0.077110000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0062761749499159547 0.00063142249013658266 0.011316673489310895 0.013696852028369733 leaf_weight=79.523328385010245 48.841313093202189 11.460734341802889 15.199893693730699 leaf_count=1782 723 166 206 internal_value=0 -0.0040582 0.0037356 internal_weight=0 90.9841 64.0412 internal_count=2877 1948 929 is_linear=0 shrinkage=0.0224292 Tree=5894 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=4.84395 7.95147 4.2178 threshold=-0.10315499999999998 -0.078669999999999976 -0.015624999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019845611671983586 -0.012130973826559232 0.00065741409711335202 0.001698986994496125 leaf_weight=9.209070437995253 33.466027229129395 90.735203921547509 21.36709154440905 leaf_count=66 1235 1262 314 internal_value=0 -0.00278975 0.00717345 internal_weight=0 124.201 30.5762 internal_count=2877 2497 380 is_linear=0 shrinkage=0.0224292 Tree=5895 num_leaves=4 num_cat=0 split_feature=1 3 47 split_gain=4.76155 7.8446 4.16106 threshold=0.092385000000000009 -0.11516999999999998 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019443948930932773 0.00015891828182389199 -0.00013780865432886968 -7.2904297616715783e-05 leaf_weight=16.799832651566248 42.775600674678572 75.206070960855868 23.022966129938141 leaf_count=167 713 1781 216 internal_value=0 -7.7114e-05 7.78058e-05 internal_weight=0 92.0059 65.7986 internal_count=2877 1948 929 is_linear=0 shrinkage=0.000439788 Tree=5896 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=4.20608 3.17954 threshold=-0.40187499999999993 -0.22731999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024976776907841659 0.018813877326508546 0.0011081824301150964 leaf_weight=3.0113985828320429 5.2595295385399359 152.89358787181845 leaf_count=219 104 2552 internal_value=0 0.0016992 internal_weight=0 158.153 internal_count=2875 2656 is_linear=0 shrinkage=0.0224292 Tree=5897 num_leaves=3 num_cat=0 split_feature=160 16 split_gain=4.17901 3.73548 threshold=-0.40187499999999993 -0.082914999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048865096494895145 0.0001111940196310903 -2.4561865052146516e-05 leaf_weight=3.0103696854930595 67.807242776383646 92.881858617358375 leaf_count=219 948 1708 internal_value=0 3.27305e-05 internal_weight=0 160.689 internal_count=2875 2656 is_linear=0 shrinkage=0.000439788 Tree=5898 num_leaves=3 num_cat=0 split_feature=160 16 split_gain=4.09514 3.47894 threshold=-0.40187499999999993 -0.082914999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02492392582068759 0.0055469980839915533 -0.0011854484803860092 leaf_weight=2.950656299115507 66.869024038343923 91.32872742456675 leaf_count=219 948 1708 internal_value=0 0.00166063 internal_weight=0 158.198 internal_count=2875 2656 is_linear=0 shrinkage=0.0224292 Tree=5899 num_leaves=3 num_cat=0 split_feature=160 16 split_gain=4.054 3.36415 threshold=-0.40187499999999993 -0.082914999999999975 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048764946911545492 0.00010683064304909767 -2.2478520586580395e-05 leaf_weight=2.9368449554604004 67.350960634183139 92.115829939277319 leaf_count=219 948 1708 internal_value=0 3.21416e-05 internal_weight=0 159.467 internal_count=2875 2656 is_linear=0 shrinkage=0.000439788 Tree=5900 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=4.02072 4.83224 threshold=-0.40775499999999992 0.13368000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005332682328788534 -3.9060311552879831e-05 0.00028896941240063906 leaf_weight=2.979403455683495 141.75873881300504 9.2336239002470375 leaf_count=102 2524 180 internal_value=0 -1.89663e-05 internal_weight=0 150.992 internal_count=2806 2704 is_linear=0 shrinkage=0.000439788 Tree=5901 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.95112 4.78921 threshold=-0.40775499999999992 0.13368000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027168474768118185 -0.0019889214885252448 0.014783365947538008 leaf_weight=2.9325670175676342 139.87394392551869 9.1041269896668364 leaf_count=102 2524 180 internal_value=0 -0.000962195 internal_weight=0 148.978 internal_count=2806 2704 is_linear=0 shrinkage=0.0224292 Tree=5902 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.85762 4.60879 threshold=-0.40775499999999992 0.13368000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027077452247605462 -0.0019444955438322237 0.01457178907729521 leaf_weight=2.8771182816635692 139.86128885181097 9.0302709768293408 leaf_count=102 2524 180 internal_value=0 -0.000941043 internal_weight=0 148.892 internal_count=2806 2704 is_linear=0 shrinkage=0.0224292 Tree=5903 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.83533 4.46479 threshold=-0.40775499999999992 0.13368000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052936000331288988 -3.6222274087498371e-05 0.00028230556936431069 leaf_weight=2.8609234976247526 140.95478703760455 9.0391039128589892 leaf_count=102 2524 180 internal_value=0 -1.69933e-05 internal_weight=0 149.994 internal_count=2806 2704 is_linear=0 shrinkage=0.000439788 Tree=5904 num_leaves=4 num_cat=0 split_feature=51 0 48 split_gain=4.19162 11.2797 5.96941 threshold=0.08950000000000001 -0.14136999999999997 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4937499064788328e-05 -0.00061490896321927501 7.6093664987273557e-05 -0.00047670429676443426 leaf_weight=140.43522892351029 7.1872932102996883 12.474799106785211 4.1882752889359827 leaf_count=2440 55 291 43 internal_value=0 -0.000176847 3.94803e-05 internal_weight=0 19.6621 144.624 internal_count=2829 346 2483 is_linear=0 shrinkage=0.000439788 Tree=5905 num_leaves=4 num_cat=0 split_feature=51 0 48 split_gain=4.2474 11.2296 5.97618 threshold=0.08950000000000001 -0.14136999999999997 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4260910294786637e-05 -0.00061587332023341516 7.3349417616230963e-05 -0.00047680802653493696 leaf_weight=140.78522842124949 7.1906912963022505 12.488992230981237 4.2022383161674943 leaf_count=2440 55 291 43 internal_value=0 -0.000178836 3.88079e-05 internal_weight=0 19.6797 144.987 internal_count=2829 346 2483 is_linear=0 shrinkage=0.000439788 Tree=5906 num_leaves=4 num_cat=0 split_feature=51 0 48 split_gain=4.41295 11.2728 6.08401 threshold=0.08950000000000001 -0.14136999999999997 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028977073544938941 -0.031621167690031218 0.0037692981254188211 -0.024550252173933716 leaf_weight=139.01491500243719 7.1569740369450328 12.259750981080286 4.1658476114680516 leaf_count=2440 55 291 43 internal_value=0 -0.00929382 0.00209594 internal_weight=0 19.4167 143.181 internal_count=2829 346 2483 is_linear=0 shrinkage=0.0224292 Tree=5907 num_leaves=4 num_cat=0 split_feature=51 0 48 split_gain=4.06844 10.7868 5.69192 threshold=0.08950000000000001 -0.14136999999999997 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3845005570287345e-05 -0.00060227629324999688 7.2274032808717311e-05 -0.00046605344706297992 leaf_weight=141.31677402410423 7.1967456832644556 12.56713440272142 4.1748286123620337 leaf_count=2440 55 291 43 internal_value=0 -0.000173698 3.88675e-05 internal_weight=0 19.7639 145.492 internal_count=2829 346 2483 is_linear=0 shrinkage=0.000439788 Tree=5908 num_leaves=3 num_cat=0 split_feature=454 160 split_gain=4.54804 4.21914 threshold=-1.0000000180025095e-35 0.099550000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022269747062403592 0.0024552197347716023 -0.011696000690639837 leaf_weight=4.1823294862406319 140.37608228460886 11.445589805516645 leaf_count=61 2553 218 internal_value=0 0.00138705 internal_weight=0 151.822 internal_count=2832 2771 is_linear=0 shrinkage=0.0224292 Tree=5909 num_leaves=3 num_cat=0 split_feature=454 1213 split_gain=4.30771 4.25076 threshold=-1.0000000180025095e-35 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042530515072257169 -0.00047178379945216813 3.6741611732042056e-05 leaf_weight=4.1837234330596393 3.2289261162077301 150.3149115159249 leaf_count=61 273 2498 internal_value=0 2.59903e-05 internal_weight=0 153.544 internal_count=2832 2771 is_linear=0 shrinkage=0.000439788 Tree=5910 num_leaves=3 num_cat=0 split_feature=454 1213 split_gain=4.32543 4.34382 threshold=-1.0000000180025095e-35 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042495988469982559 -0.0004722025167360672 3.6913302246165843e-05 leaf_weight=4.2076592390658325 3.2934261219488681 150.96797966053418 leaf_count=61 273 2498 internal_value=0 2.59868e-05 internal_weight=0 154.261 internal_count=2832 2771 is_linear=0 shrinkage=0.000439788 Tree=5911 num_leaves=3 num_cat=0 split_feature=454 1213 split_gain=4.2693 4.16724 threshold=-1.0000000180025095e-35 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004221864312556936 -0.00047085230204979415 3.2003612243722583e-05 leaf_weight=4.291350381448864 3.2364039949025019 152.65571642962459 leaf_count=61 273 2498 internal_value=0 2.15077e-05 internal_weight=0 155.892 internal_count=2832 2771 is_linear=0 shrinkage=0.000439788 Tree=5912 num_leaves=4 num_cat=0 split_feature=42 457 43 split_gain=4.09698 3.76569 1.18893 threshold=-0.11033999999999998 0.069705000000000003 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061842298586383738 -2.6136406506659045e-05 0.00015764456678739065 -0.00017273951757444228 leaf_weight=2.4995870783750433 129.40316813858226 25.856311364885187 2.1797745864023446 leaf_count=56 2415 231 109 internal_value=0 4.48538e-06 -0.000412357 internal_weight=0 155.259 4.67936 internal_count=2811 2646 165 is_linear=0 shrinkage=0.000439788 Tree=5913 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=4.40385 10.2099 5.8972 threshold=1.0000000180025095e-35 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017779654016980218 0.0010339726747756522 0.0019058470286805519 0.02382375861089802 leaf_weight=21.059208850565483 94.730572499669506 35.699137237526884 6.0596618785057208 leaf_count=672 1268 758 113 internal_value=0 -0.00540164 0.00240838 internal_weight=0 56.7583 100.79 internal_count=2811 1430 1381 is_linear=0 shrinkage=0.0224292 Tree=5914 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=4.2206 9.87497 5.62382 threshold=1.0000000180025095e-35 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017557204666137288 0.0010108991889126783 0.0018626500360224892 0.023246401241291577 leaf_weight=20.85032024521206 94.720101674902253 35.708107482249034 6.0712164717842816 leaf_count=672 1268 758 113 internal_value=0 -0.00530001 0.00235441 internal_weight=0 56.5584 100.791 internal_count=2811 1430 1381 is_linear=0 shrinkage=0.0224292 Tree=5915 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=4.11452 4.70857 1.14138 threshold=-0.11033999999999998 -0.09547499999999999 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031534051886165107 0.026628230953615037 -0.00034686864775844558 -0.0090063703005442627 leaf_weight=2.4816484097973444 3.3087755764136082 149.26123114038637 2.1044682330975766 leaf_count=56 58 2588 109 internal_value=0 0.000241397 -0.0212768 internal_weight=0 152.57 4.58612 internal_count=2811 2646 165 is_linear=0 shrinkage=0.0224292 Tree=5916 num_leaves=4 num_cat=0 split_feature=43 160 43 split_gain=4.95812 6.63823 5.43852 threshold=-0.074359999999999996 -1.0000000180025095e-35 -0.00051499999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013689328405413399 -0.00030624991073367595 0.00019236707210769984 -1.1063184547674755e-05 leaf_weight=15.967360966275008 13.868248706203302 45.703810650506057 92.356254226819146 leaf_count=458 680 697 1080 internal_value=0 0.000107102 -4.96497e-05 internal_weight=0 61.6712 106.225 internal_count=2915 1155 1760 is_linear=0 shrinkage=0.000439788 Tree=5917 num_leaves=4 num_cat=0 split_feature=43 160 43 split_gain=5.2003 6.52431 5.63913 threshold=-0.074359999999999996 -1.0000000180025095e-35 0.020110000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013410725098387478 -0.00011214119168409187 0.00018898680894976306 0.00012125738780720673 leaf_weight=16.330139380403125 80.984164244306157 46.393061453709379 26.578231299456093 leaf_count=458 1304 697 456 internal_value=0 0.000104853 -5.44581e-05 internal_weight=0 62.7232 107.562 internal_count=2915 1155 1760 is_linear=0 shrinkage=0.000439788 Tree=5918 num_leaves=4 num_cat=0 split_feature=43 13 43 split_gain=5.22393 6.18429 5.34114 threshold=-0.074359999999999996 -0.084184999999999996 0.020110000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0075206488593220142 -0.0055172165520172524 0.0095133643681851923 0.0062092933225707247 leaf_weight=13.864044896472477 78.927972306213633 47.114263925494015 25.949618781523895 leaf_count=339 1304 816 456 internal_value=0 0.00563936 -0.00261515 internal_weight=0 60.9783 104.878 internal_count=2915 1155 1760 is_linear=0 shrinkage=0.0224292 Tree=5919 num_leaves=4 num_cat=0 split_feature=43 13 34 split_gain=4.9926 5.90953 5.31402 threshold=-0.074359999999999996 -0.084184999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073622217797747278 -0.025063959433652087 0.0092971725657550203 -0.0014240847961698143 leaf_weight=13.845358590479007 5.0054676740546702 47.12880600589051 99.856477033506962 leaf_count=339 49 816 1711 internal_value=0 0.00551322 -0.00255686 internal_weight=0 60.9742 104.862 internal_count=2915 1155 1760 is_linear=0 shrinkage=0.0224292 Tree=5920 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.96322 7.85087 threshold=-0.51323999999999992 -0.47668499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038747819580802026 -0.00047669162898617397 2.4045837607363126e-05 leaf_weight=5.3670990888494989 6.2925685774534932 149.48659369098095 leaf_count=40 140 2666 internal_value=0 3.76303e-06 internal_weight=0 155.779 internal_count=2846 2806 is_linear=0 shrinkage=0.000439788 Tree=5921 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.71249 7.84569 threshold=-0.51323999999999992 -0.47668499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037448709054049427 -0.00048118297904346216 2.15937706630649e-05 leaf_weight=5.3151900751399799 6.2358118183910838 149.03904406987931 leaf_count=40 140 2666 internal_value=0 1.34567e-06 internal_weight=0 155.275 internal_count=2846 2806 is_linear=0 shrinkage=0.000439788 Tree=5922 num_leaves=4 num_cat=0 split_feature=133 13 159 split_gain=3.76948 4.95707 4.43293 threshold=0.093800000000000008 -0.4706749999999999 0.10516000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3304425542375829e-05 0.00054460866470581212 -0.00031423249357067783 -0.00031065704262983628 leaf_weight=140.55225594761578 1.4540830445475865 11.113822308849192 6.7659473895910187 leaf_count=2149 8 487 202 internal_value=0 -0.000214191 3.65505e-05 internal_weight=0 12.5679 147.318 internal_count=2846 495 2351 is_linear=0 shrinkage=0.000439788 Tree=5923 num_leaves=4 num_cat=0 split_feature=133 13 159 split_gain=3.88987 4.9582 4.42472 threshold=0.093800000000000008 -0.4706749999999999 0.10516000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.3089681367036123e-05 0.00054131143797747899 -0.00031528299869833845 -0.00030771132469823299 leaf_weight=141.58146881448556 1.4601101294392709 11.295263606356455 6.8753276708303011 leaf_count=2149 8 487 202 internal_value=0 -0.000216566 3.63429e-05 internal_weight=0 12.7554 148.457 internal_count=2846 495 2351 is_linear=0 shrinkage=0.000439788 Tree=5924 num_leaves=4 num_cat=0 split_feature=131 4 49 split_gain=6.92657 6.09379 1.43724 threshold=0.08956500000000002 -0.22295999999999996 -0.15378499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0089397013506634995 0.0034654033105612297 0.0049336209807467465 -0.017752160075153976 leaf_weight=18.201921668136492 1.8973810467869032 126.59738745138748 10.243300541857023 leaf_count=209 9 2203 389 internal_value=0 0.00318873 -0.014436 internal_weight=0 144.799 12.1407 internal_count=2810 2412 398 is_linear=0 shrinkage=0.0224292 Tree=5925 num_leaves=4 num_cat=0 split_feature=131 4 15 split_gain=6.65239 5.82177 1.78662 threshold=0.08956500000000002 -0.22295999999999996 -0.11272999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0087321625217438616 0.0082721246126621975 0.0048231581922718071 -0.017508497363891207 leaf_weight=18.216854639584199 1.5398976370634034 126.59277618389751 10.519750723207833 leaf_count=209 65 2203 333 internal_value=0 0.00311699 -0.0142087 internal_weight=0 144.81 12.0596 internal_count=2810 2412 398 is_linear=0 shrinkage=0.0224292 Tree=5926 num_leaves=4 num_cat=0 split_feature=131 4 15 split_gain=6.39252 5.56189 1.72347 threshold=0.08956500000000002 -0.22295999999999996 -0.11272999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085294976681630462 0.0081182564753247647 0.0047151400784526867 -0.01725567259049008 leaf_weight=18.231682111509144 1.5343161402561225 126.58892206563178 10.435714349383487 leaf_count=209 65 2203 333 internal_value=0 0.00304685 -0.0139955 internal_weight=0 144.821 11.97 internal_count=2810 2412 398 is_linear=0 shrinkage=0.0224292 Tree=5927 num_leaves=4 num_cat=0 split_feature=131 4 15 split_gain=6.27767 5.15828 1.72462 threshold=0.08956500000000002 -0.22295999999999996 -0.11272999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015792829510104039 0.00015923161394244546 9.0204106879476399e-05 -0.00033302904302484984 leaf_weight=18.523937015212141 1.5698480384307902 128.5159711159431 10.607426886417668 leaf_count=209 65 2203 333 internal_value=0 5.89282e-05 -0.000269419 internal_weight=0 147.04 12.1773 internal_count=2810 2412 398 is_linear=0 shrinkage=0.000439788 Tree=5928 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.27892 8.65669 5.47256 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015279838208023843 0.002349757203413782 0.0026335793720596145 0.024593615795929263 leaf_weight=23.533220385954337 92.963604491465958 32.013652828136401 5.8997985009336835 leaf_count=734 1278 726 106 internal_value=0 -0.00495834 0.00368168 internal_weight=0 55.5469 98.8634 internal_count=2844 1460 1384 is_linear=0 shrinkage=0.0224292 Tree=5929 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=5.05455 8.34952 5.4292 threshold=1.0000000180025095e-35 -0.084074999999999997 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015058423761720639 0.0053558214977724259 0.0025738021304276036 -0.012128721028859452 leaf_weight=23.346065682184417 88.925447422996513 32.022803144463978 9.9137139867380011 leaf_count=734 1281 726 103 internal_value=0 -0.00486338 0.00360009 internal_weight=0 55.3689 98.8392 internal_count=2844 1460 1384 is_linear=0 shrinkage=0.0224292 Tree=5930 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=5.02207 7.95689 5.00323 threshold=1.0000000180025095e-35 -0.084074999999999997 0.11928500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002922769675084836 0.00010009174560450369 4.3872880771926797e-05 -0.00022659904810713459 leaf_weight=23.44636457985689 90.263619234567159 32.449451709893765 10.061165223698479 leaf_count=734 1281 726 103 internal_value=0 -9.7182e-05 6.72924e-05 internal_weight=0 55.8958 100.325 internal_count=2844 1460 1384 is_linear=0 shrinkage=0.000439788 Tree=5931 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=4.8394 8.04482 5.19799 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014835683644052388 0.0022177666843910767 0.0025089690347745394 0.023875753754130299 leaf_weight=23.164732180281135 92.907254414545605 32.040022292218055 5.9120300965150809 leaf_count=734 1278 726 106 internal_value=0 -0.00477172 0.00351785 internal_weight=0 55.2048 98.8193 internal_count=2844 1460 1384 is_linear=0 shrinkage=0.0224292 Tree=5932 num_leaves=3 num_cat=0 split_feature=1212 52 split_gain=4.3546 4.522 threshold=-1.0000000180025095e-35 0.04851500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046124920391893995 -1.8391050263811434e-05 0.00014654294031047003 leaf_weight=3.5849117631150866 115.31591657875833 44.559957987079542 leaf_count=206 1745 904 internal_value=0 2.75907e-05 internal_weight=0 159.876 internal_count=2855 2649 is_linear=0 shrinkage=0.000439788 Tree=5933 num_leaves=3 num_cat=0 split_feature=1212 52 split_gain=4.24387 4.69575 threshold=-1.0000000180025095e-35 0.04851500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023500937848231013 -0.00095358856351111852 0.0076656664342858094 leaf_weight=3.4868944947374976 114.11320437774702 44.059654205280822 leaf_count=206 1745 904 internal_value=0 0.00144797 internal_weight=0 158.173 internal_count=2855 2649 is_linear=0 shrinkage=0.0224292 Tree=5934 num_leaves=3 num_cat=0 split_feature=1212 52 split_gain=4.18729 4.34876 threshold=-1.0000000180025095e-35 0.04851500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046035323771013217 -1.742192254187376e-05 0.00014450296254559333 leaf_weight=3.4548004432290318 115.0723552810523 44.458168424927862 leaf_count=206 1745 904 internal_value=0 2.77154e-05 internal_weight=0 159.531 internal_count=2855 2649 is_linear=0 shrinkage=0.000439788 Tree=5935 num_leaves=3 num_cat=0 split_feature=1212 52 split_gain=4.35845 4.28842 threshold=-1.0000000180025095e-35 0.04851500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004611229500194532 -1.6178829041910114e-05 0.00014425072439071672 leaf_weight=3.5768222101323763 115.83482501703838 44.62768582625722 leaf_count=206 1745 904 internal_value=0 2.84515e-05 internal_weight=0 160.463 internal_count=2855 2649 is_linear=0 shrinkage=0.000439788 Tree=5936 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=3.98805 4.76327 threshold=-0.095559999999999992 0.0066400000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042562490852252543 -4.075049174272224e-05 0.00012267836739613436 leaf_weight=3.9716130995657286 92.908303400603472 54.836123311863048 leaf_count=39 1993 755 internal_value=0 1.9915e-05 internal_weight=0 147.744 internal_count=2787 2748 is_linear=0 shrinkage=0.000439788 Tree=5937 num_leaves=4 num_cat=0 split_feature=39 48 3 split_gain=4.01581 5.52661 4.21966 threshold=0.0047850000000000011 -0.088899999999999993 -0.0007099999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050161453444889567 0.00031707115595100568 -6.5110987286311631e-06 -0.00011274396085725799 leaf_weight=4.4938523042947045 14.33371340800659 129.26953790667176 6.3704483216279177 leaf_count=46 223 2410 108 internal_value=0 -2.32136e-05 0.00018484 internal_weight=0 133.763 20.7042 internal_count=2787 2456 331 is_linear=0 shrinkage=0.000439788 Tree=5938 num_leaves=4 num_cat=0 split_feature=4 132 4 split_gain=3.92716 5.54624 5.21295 threshold=0.0066400000000000009 0.08696000000000001 0.032965000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9143875222206108e-05 0.00040079846636210763 0.00030618557794065518 4.0002063769278074e-05 leaf_weight=87.268362194488873 9.2415651129704184 7.8579260504047843 47.373247448704205 leaf_count=1851 75 168 693 internal_value=0 -4.72586e-05 9.90122e-05 internal_weight=0 95.1263 56.6148 internal_count=2787 2019 768 is_linear=0 shrinkage=0.000439788 Tree=5939 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=4.0331 4.56081 threshold=-0.095559999999999992 0.0066400000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021867342734161244 -0.0020031511735810682 0.0061950516772126844 leaf_weight=3.9512753868475547 91.851124950677331 54.30487623388035 leaf_count=39 1993 755 internal_value=0 0.00104334 internal_weight=0 146.156 internal_count=2787 2748 is_linear=0 shrinkage=0.0224292 Tree=5940 num_leaves=4 num_cat=0 split_feature=3 123 15 split_gain=4.27749 4.91143 3.48448 threshold=-0.10600999999999998 1.0000000180025095e-35 0.058240000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019092281931567227 -9.5012653046827692e-05 0.00017841131227175444 -0.00016798709355455384 leaf_weight=25.226073381869359 111.53918428147153 14.321893485030158 6.5836409853072828 leaf_count=256 2236 248 103 internal_value=0 -6.3877e-05 0.000116583 internal_weight=0 125.861 31.8097 internal_count=2843 2484 359 is_linear=0 shrinkage=0.000439788 Tree=5941 num_leaves=4 num_cat=0 split_feature=129 3 43 split_gain=4.20275 4.55457 2.14383 threshold=0.089775000000000008 -0.10600999999999998 -0.042649999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0071156768467476273 -0.0055095301404355142 -0.0026807984216274698 -0.037429271193625234 leaf_weight=29.730509738743422 1.9169553097162859 120.87866584515723 2.3658532327535786 leaf_count=333 77 2336 97 internal_value=0 -0.000746301 -0.0232301 internal_weight=0 150.609 4.28281 internal_count=2843 2669 174 is_linear=0 shrinkage=0.0224292 Tree=5942 num_leaves=4 num_cat=0 split_feature=3 1 15 split_gain=4.34663 5.50751 3.41874 threshold=-0.10600999999999998 0.094655000000000017 0.058240000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001923862982157511 -0.00013621454692451659 5.0884218207320637e-05 -0.00016185109815591855 leaf_weight=25.350964514655065 77.151371104126156 50.227758509601699 6.6351770797627969 leaf_count=256 1784 700 103 internal_value=0 -6.24417e-05 0.000118851 internal_weight=0 127.379 31.9861 internal_count=2843 2484 359 is_linear=0 shrinkage=0.000439788 Tree=5943 num_leaves=4 num_cat=0 split_feature=129 3 43 split_gain=4.06737 4.36403 2.13138 threshold=0.089775000000000008 -0.10600999999999998 -0.042649999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069718232469874741 -0.0053789641770154778 -0.0026211613340046693 -0.037326281539133005 leaf_weight=29.699661909500719 1.9198115817271171 120.92677174795972 2.3211250166350501 leaf_count=333 77 2336 97 internal_value=0 -0.000729027 -0.0229531 internal_weight=0 150.626 4.24094 internal_count=2843 2669 174 is_linear=0 shrinkage=0.0224292 Tree=5944 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=4.08678 4.50478 4.21435 threshold=0.092300000000000007 -0.076329999999999995 0.10384000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.8186591273472983e-05 0.00052561155680125825 -0.00012094083599856594 0.00012002763619095589 leaf_weight=105.80033581099269 6.2216812769474927 3.1201973127608635 47.019001234613825 leaf_count=2012 104 120 625 internal_value=0 0.000309856 1.05012e-05 internal_weight=0 9.34188 152.819 internal_count=2861 224 2637 is_linear=0 shrinkage=0.000439788 Tree=5945 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=4.37508 4.50234 3.75825 threshold=0.092300000000000007 -0.076329999999999995 0.10384000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017909949949429745 0.027514875216299226 -0.005740420134538171 0.0058899068943116537 leaf_weight=104.74685322930236 6.1440327092714142 3.0587987431208585 46.15133966243593 leaf_count=2012 104 120 625 internal_value=0 0.0164726 0.000558612 internal_weight=0 9.20283 150.898 internal_count=2861 224 2637 is_linear=0 shrinkage=0.0224292 Tree=5946 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=4.16046 4.25622 3.59761 threshold=0.092300000000000007 -0.076329999999999995 0.10384000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001751352456633457 0.026693938102604814 -0.0056274415586687653 0.0057688728824333265 leaf_weight=104.71605730990996 6.1909852255193982 3.050700221443547 46.064163256640313 leaf_count=2012 104 120 625 internal_value=0 0.016035 0.000546556 internal_weight=0 9.24169 150.78 internal_count=2861 224 2637 is_linear=0 shrinkage=0.0224292 Tree=5947 num_leaves=4 num_cat=0 split_feature=403 43 1 split_gain=3.6598 4.11703 3.75392 threshold=0.092300000000000007 -0.014044999999999997 0.10384000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.6988799279300533e-05 -0.00013711695413074813 0.00048658567822156229 0.00011267535365805948 leaf_weight=106.05453931624652 2.977513684425503 6.4817449726397154 46.659503966919146 leaf_count=2012 70 154 625 internal_value=0 0.000290381 8.74722e-06 internal_weight=0 9.45926 152.714 internal_count=2861 224 2637 is_linear=0 shrinkage=0.000439788 Tree=5948 num_leaves=4 num_cat=0 split_feature=155 0 157 split_gain=4.48529 3.39549 0.341379 threshold=0.098655000000000007 -0.00189 0.10332000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6291535780217857e-05 -0.00027458945508959334 0.00020979789309804591 -0.00053247910154042882 leaf_weight=138.6058551479 1.8619096857146349 20.061230617371621 2.3224547667487059 leaf_count=2473 79 226 76 internal_value=0 4.078e-05 -0.000419495 internal_weight=0 158.667 4.18436 internal_count=2854 2699 155 is_linear=0 shrinkage=0.000439788 Tree=5949 num_leaves=4 num_cat=0 split_feature=155 3 155 split_gain=4.34093 4.73465 0.321897 threshold=0.098655000000000007 -0.15490999999999996 0.12145000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028566271736306316 -0.00027362425235895419 1.5561378432736264e-05 -0.00052976811517279601 leaf_weight=13.735220041766295 1.738451884331879 143.66106415203831 2.3029471940826625 leaf_count=132 79 2567 76 internal_value=0 3.91636e-05 -0.00042139 internal_weight=0 157.396 4.0414 internal_count=2854 2699 155 is_linear=0 shrinkage=0.000439788 Tree=5950 num_leaves=4 num_cat=0 split_feature=155 3 157 split_gain=4.19623 4.6459 0.339667 threshold=0.098655000000000007 -0.15490999999999996 0.10332000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014553291945680459 -0.013711252855592208 0.00083019730337503535 -0.027243372313646264 leaf_weight=13.578182094031943 1.7383917702245519 142.24436776400762 2.1987490344326943 leaf_count=132 79 2567 76 internal_value=0 0.00202765 -0.0213634 internal_weight=0 155.823 3.93714 internal_count=2854 2699 155 is_linear=0 shrinkage=0.0224292 Tree=5951 num_leaves=4 num_cat=0 split_feature=155 3 157 split_gain=4.08584 4.60512 0.336576 threshold=0.098655000000000007 -0.12032499999999997 0.10332000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020578129946221334 -0.00026595842519168156 4.5966203889649213e-06 -0.00052943781936308964 leaf_weight=26.432733665613341 1.7609979428234503 130.93210020800689 2.1840150121715851 leaf_count=250 79 2449 76 internal_value=0 3.84107e-05 -0.000413672 internal_weight=0 157.365 3.94501 internal_count=2854 2699 155 is_linear=0 shrinkage=0.000439788 Tree=5952 num_leaves=4 num_cat=0 split_feature=13 3 15 split_gain=3.71898 4.79142 3.30153 threshold=-0.09812499999999999 0.12185000000000001 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027428873760218949 -0.001011196114985561 -0.021401104357420993 0.012695880908398179 leaf_weight=11.220107335146169 119.15134967671474 6.0753807611763468 18.343446507758927 leaf_count=148 2481 54 161 internal_value=0 -0.00200352 0.00683849 internal_weight=0 125.227 29.5636 internal_count=2844 2535 309 is_linear=0 shrinkage=0.0224292 Tree=5953 num_leaves=3 num_cat=0 split_feature=456 130 split_gain=3.68781 3.67892 threshold=-1.0000000180025095e-35 0.079100000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021052592598660311 0.00094982882421846117 -0.017828989296754139 leaf_weight=4.1748301777988663 145.10222991586488 5.4260551769148142 leaf_count=62 2455 327 internal_value=0 0.000270738 internal_weight=0 150.528 internal_count=2844 2782 is_linear=0 shrinkage=0.0224292 Tree=5954 num_leaves=3 num_cat=0 split_feature=456 11 split_gain=3.54662 3.68111 threshold=-1.0000000180025095e-35 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02070766625334761 0.0010286926060158732 -0.015838264328173098 leaf_weight=4.1497765384847289 143.67167359467567 6.7990717116190345 leaf_count=62 2678 104 internal_value=0 0.000264641 internal_weight=0 150.471 internal_count=2844 2782 is_linear=0 shrinkage=0.0224292 Tree=5955 num_leaves=4 num_cat=0 split_feature=13 3 2 split_gain=3.5421 4.59852 3.23653 threshold=-0.09812499999999999 0.12185000000000001 0.086610000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078858662272626497 -0.00096886514815106668 -0.020942538402958455 0.010481602999075695 leaf_weight=6.0637114770506768 119.04740006008433 6.0766563625074914 23.403540000173962 leaf_count=92 2481 54 217 internal_value=0 -0.00194193 0.00669932 internal_weight=0 125.124 29.4673 internal_count=2844 2535 309 is_linear=0 shrinkage=0.0224292 Tree=5956 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=6.88524 8.3519 7.38772 threshold=0.094655000000000017 0.029300000000000003 0.083585000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018291397833334392 0.0074696008546876183 -0.015653527625665249 -0.0026305029570366555 leaf_weight=18.95312790790922 51.118986885092454 9.2665807282319275 75.324290007796662 leaf_count=413 719 146 1594 internal_value=0 0.00391737 -0.00578197 internal_weight=0 60.3856 94.2774 internal_count=2872 865 2007 is_linear=0 shrinkage=0.0224292 Tree=5957 num_leaves=4 num_cat=0 split_feature=1 15 0 split_gain=7.12044 7.98064 4.94857 threshold=0.094655000000000017 0.029300000000000003 -0.076734999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017878479724458846 0.00014600695230729201 -0.00029365198673259068 4.0404152132871216e-05 leaf_weight=66.917719341548946 51.966808368626516 9.4162998320534808 28.354729415135807 leaf_count=1526 719 146 481 internal_value=0 7.8492e-05 -0.000113555 internal_weight=0 61.3831 95.2724 internal_count=2872 865 2007 is_linear=0 shrinkage=0.000439788 Tree=5958 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=7.57897 7.86598 6.94551 threshold=0.094655000000000017 0.029300000000000003 0.083585000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035321778059158997 0.00014881921746108491 -0.00028636219286353191 -5.6591930144173869e-05 leaf_weight=19.067176083102822 52.189657262497349 9.4761495848651958 76.36631846891396 leaf_count=413 719 146 1594 internal_value=0 8.18772e-05 -0.000115915 internal_weight=0 61.6658 95.4335 internal_count=2872 865 2007 is_linear=0 shrinkage=0.000439788 Tree=5959 num_leaves=4 num_cat=0 split_feature=1 15 2 split_gain=6.6112 7.96923 7.14834 threshold=0.094655000000000017 0.029300000000000003 0.083585000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018037180616719564 0.0073223251282369039 -0.015245454191501794 -0.0025784084951409377 leaf_weight=18.788420959404903 51.029110223986208 9.2884646175662038 75.328718171571381 leaf_count=413 719 146 1594 internal_value=0 0.00384333 -0.00566745 internal_weight=0 60.3176 94.1171 internal_count=2872 865 2007 is_linear=0 shrinkage=0.0224292 Tree=5960 num_leaves=3 num_cat=0 split_feature=1373 3 split_gain=3.69973 4.31904 threshold=0.085770000000000013 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.8387909860694322e-05 -0.00037415600712334282 7.160876359058121e-05 leaf_weight=63.153643175202888 4.9944165151100597 90.042354924487881 leaf_count=1580 58 1246 internal_value=0 9.77195e-06 internal_weight=0 153.196 internal_count=2884 2826 is_linear=0 shrinkage=0.000439788 Tree=5961 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=3.81335 7.42985 6.12594 threshold=-0.078914999999999985 -0.10106999999999998 -0.065679999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.8141842688684848e-05 -0.00015909550700314327 -0.00023208016215569148 0.00011167769307613073 leaf_weight=30.844412708625896 20.690363343106583 32.968313800825854 73.562951563420938 leaf_count=393 185 1215 1091 internal_value=0 -8.69884e-05 5.22177e-05 internal_weight=0 63.8127 94.2533 internal_count=2884 1608 1276 is_linear=0 shrinkage=0.000439788 Tree=5962 num_leaves=3 num_cat=0 split_feature=1373 42 split_gain=3.60269 3.26227 threshold=0.085770000000000013 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00013719360756631142 -0.00036874835109509838 3.789698703315862e-05 leaf_weight=24.481777980923653 5.0005045875441274 128.65124726688373 leaf_count=783 58 2043 internal_value=0 9.89118e-06 internal_weight=0 153.133 internal_count=2884 2826 is_linear=0 shrinkage=0.000439788 Tree=5963 num_leaves=3 num_cat=0 split_feature=1373 3 split_gain=3.72213 4.33947 threshold=0.085770000000000013 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.8688425737887086e-05 -0.00037633718696625414 7.2289160989026335e-05 leaf_weight=62.588682201079791 4.9594592456705859 89.38120425541274 leaf_count=1580 58 1246 internal_value=0 1.01071e-05 internal_weight=0 151.97 internal_count=2884 2826 is_linear=0 shrinkage=0.000439788 Tree=5964 num_leaves=4 num_cat=0 split_feature=52 47 15 split_gain=6.97701 5.19276 0.699861 threshold=0.28251000000000009 0.11771000000000002 0.058240000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7889286150797536e-05 -0.00056905991946500512 -0.00034202918400923812 -0.00022387410228190158 leaf_weight=151.1761654481088 4.2973020263343633 7.6950144531438118 1.5904148439731214 leaf_count=2507 160 108 111 internal_value=0 9.93313e-06 -0.000476842 internal_weight=0 158.871 5.88772 internal_count=2886 2615 271 is_linear=0 shrinkage=0.000439788 Tree=5965 num_leaves=4 num_cat=0 split_feature=52 47 15 split_gain=6.78008 5.25327 0.708229 threshold=0.28251000000000009 0.11771000000000002 0.058240000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015612647012825133 -0.029092759821829187 -0.017626318924334104 -0.011081627610403429 leaf_weight=148.33604058292985 4.1436693771647688 7.5241380660445421 1.537326365985791 leaf_count=2507 160 108 111 internal_value=0 0.00063294 -0.0242722 internal_weight=0 155.86 5.681 internal_count=2886 2615 271 is_linear=0 shrinkage=0.0224292 Tree=5966 num_leaves=4 num_cat=0 split_feature=52 47 15 split_gain=6.9067 4.99957 0.720675 threshold=0.28251000000000009 0.11771000000000002 0.058240000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.973915815665729e-05 -0.00056752869578915457 -0.00033256615617251108 -0.0002183765604800566 leaf_weight=150.99911706638522 4.2629314541081831 7.725362983881495 1.6065801861695943 leaf_count=2507 160 108 111 internal_value=0 1.20673e-05 -0.000472978 internal_weight=0 158.724 5.86951 internal_count=2886 2615 271 is_linear=0 shrinkage=0.000439788 Tree=5967 num_leaves=4 num_cat=0 split_feature=52 47 159 split_gain=6.63761 4.95508 0.721531 threshold=0.28251000000000009 0.11771000000000002 -0.46335999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7430151913210906e-05 -0.00020180611729318887 -0.00033453136117530846 -0.00056133853990380101 leaf_weight=151.74371252434503 1.4813404893466211 7.6663506644545114 4.277922965862671 leaf_count=2507 82 108 189 internal_value=0 9.98472e-06 -0.000469836 internal_weight=0 159.41 5.75926 internal_count=2886 2615 271 is_linear=0 shrinkage=0.000439788 Tree=5968 num_leaves=4 num_cat=0 split_feature=128 43 2 split_gain=3.52494 3.66627 0.319711 threshold=0.086435000000000012 -0.51323999999999992 0.081460000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003782065024983897 -0.00050191534693307441 -1.5748703939004044e-05 -0.0002468895284909651 leaf_weight=4.6954566172789773 2.6729243024019516 147.95134603756014 1.5710882976418359 leaf_count=35 106 2577 98 internal_value=0 -3.58475e-06 -0.000409036 internal_weight=0 152.647 4.24401 internal_count=2816 2612 204 is_linear=0 shrinkage=0.000439788 Tree=5969 num_leaves=3 num_cat=0 split_feature=1212 52 split_gain=3.60914 2.87373 threshold=-1.0000000180025095e-35 0.14114500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045905740374077721 -2.5182822911414792e-05 0.00016872190981647976 leaf_weight=3.4318211134523144 137.07987455294642 16.550334847823251 leaf_count=216 2249 351 internal_value=0 -4.27541e-06 internal_weight=0 153.63 internal_count=2816 2600 is_linear=0 shrinkage=0.000439788 Tree=5970 num_leaves=3 num_cat=0 split_feature=1212 159 split_gain=3.53098 3.29586 threshold=-1.0000000180025095e-35 -0.22731999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045863744541727464 0.00031724488391181646 -2.0233328684256937e-05 leaf_weight=3.410752352239796 5.7983094353403422 147.80543776846025 leaf_count=216 171 2429 internal_value=0 -7.45619e-06 internal_weight=0 153.604 internal_count=2816 2600 is_linear=0 shrinkage=0.000439788 Tree=5971 num_leaves=3 num_cat=0 split_feature=1212 159 split_gain=3.58729 3.34541 threshold=-1.0000000180025095e-35 -0.22731999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004586879543174013 0.00032194679456019491 -1.7594706807335246e-05 leaf_weight=3.4230723340588147 5.8143447441252638 148.12886993642314 leaf_count=216 171 2429 internal_value=0 -4.73209e-06 internal_weight=0 153.943 internal_count=2816 2600 is_linear=0 shrinkage=0.000439788 Tree=5972 num_leaves=4 num_cat=0 split_feature=403 150 16 split_gain=4.03102 2.87675 0.0922668 threshold=-0.092224999999999988 0.11717500000000002 -0.084984999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015647934367169356 0.00081583586008452649 0.01441902994855023 -0.023173449726612505 leaf_weight=1.4561012233607469 144.97905841746979 8.2478065066970867 2.7523402860824708 leaf_count=110 2391 93 238 internal_value=0 0.00154977 -0.0206521 internal_weight=0 153.227 4.20844 internal_count=2832 2484 348 is_linear=0 shrinkage=0.0224292 Tree=5973 num_leaves=4 num_cat=0 split_feature=403 33 16 split_gain=3.84476 3.3629 0.0900743 threshold=-0.092224999999999988 -1.0000000180025095e-35 -0.086834999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031096403505794987 -0.00038474717127122453 1.4937191112398198e-05 -0.00045510746635473034 leaf_weight=1.4589806024450807 4.1659603600855908 150.20098593520379 2.9963360493420614 leaf_count=98 40 2444 250 internal_value=0 4.10451e-06 -0.000409433 internal_weight=0 154.367 4.45532 internal_count=2832 2484 348 is_linear=0 shrinkage=0.000439788 Tree=5974 num_leaves=4 num_cat=0 split_feature=403 1 16 split_gain=3.99004 3.00625 0.109531 threshold=-0.092224999999999988 0.10100500000000003 -0.086699999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029600425220455373 -1.6978479320675652e-05 0.00011243793486805933 -0.00045410510044712013 leaf_weight=1.4498205813579259 102.83762919778383 52.386544370965566 2.8418214870907823 leaf_count=100 1797 687 248 internal_value=0 2.67067e-05 -0.000402242 internal_weight=0 155.224 4.29164 internal_count=2832 2484 348 is_linear=0 shrinkage=0.000439788 Tree=5975 num_leaves=4 num_cat=0 split_feature=403 456 16 split_gain=3.91142 2.83876 0.0958902 threshold=-0.092224999999999988 0.087495000000000003 -0.084984999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015460258732816666 0.0021341587539376403 -0.012902025108147121 -0.023152369749173587 leaf_weight=1.4441081545664927 146.65473201737041 6.5819506182015166 2.6974857979657818 leaf_count=110 2330 154 238 internal_value=0 0.00148679 -0.0205535 internal_weight=0 153.237 4.14159 internal_count=2832 2484 348 is_linear=0 shrinkage=0.0224292 Tree=5976 num_leaves=4 num_cat=0 split_feature=3 457 2 split_gain=4.05135 4.27017 1.20134 threshold=0.18009500000000003 0.088055000000000008 0.11728500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.9969358439482438e-05 0.00047060257478784853 0.00022197070958102557 0.00013795023057712612 leaf_weight=130.00858009429066 4.3062842000508663 14.439635993709087 4.1241148859262466 leaf_count=2583 56 129 85 internal_value=0 -4.75839e-06 0.00030855 internal_weight=0 144.448 8.4304 internal_count=2853 2712 141 is_linear=0 shrinkage=0.000439788 Tree=5977 num_leaves=4 num_cat=0 split_feature=3 457 2 split_gain=3.71075 4.14982 1.25744 threshold=0.18009500000000003 0.088055000000000008 0.11728500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014536029733710719 0.02397004084889626 0.011259765011771261 0.0063329600750677952 leaf_weight=128.43771471631771 4.1594830985413846 14.341032471493234 3.9976801154843997 leaf_count=2583 56 129 85 internal_value=0 -0.000175308 0.0153614 internal_weight=0 142.779 8.15716 internal_count=2853 2712 141 is_linear=0 shrinkage=0.0224292 Tree=5978 num_leaves=4 num_cat=0 split_feature=3 457 2 split_gain=3.92976 4.02236 1.18367 threshold=0.18009500000000003 0.088055000000000008 0.11728500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0245448879071418e-05 0.00046961637811495364 0.0002140265651324898 0.00013613907534811896 leaf_weight=130.70378133365739 4.1811591124278475 14.463739157523376 4.0805565211630892 leaf_count=2583 56 129 85 internal_value=0 -5.88251e-06 0.000305602 internal_weight=0 145.168 8.26172 internal_count=2853 2712 141 is_linear=0 shrinkage=0.000439788 Tree=5979 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=3.64549 4.99938 4.1988 threshold=-0.094744999999999982 -0.084184999999999996 0.090605000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011793482913990495 -0.015063340152627233 0.0003851362134278693 -0.0085111584287247202 leaf_weight=24.35337418346899 11.654738970071774 108.33600097650924 6.4722523259551954 leaf_count=282 448 2022 101 internal_value=0 -0.00111754 0.00752762 internal_weight=0 119.991 30.8256 internal_count=2853 2470 383 is_linear=0 shrinkage=0.0224292 Tree=5980 num_leaves=4 num_cat=0 split_feature=403 403 457 split_gain=3.42655 6.32371 4.03779 threshold=0.092300000000000007 0.09389500000000002 0.079930000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.1616402485636603e-05 0.00083343794524634671 2.8523376276206341e-05 0.00013557704423749963 leaf_weight=120.820545632414 2.5452913325279933 7.1608790502214106 24.068650580811664 leaf_count=2334 5 219 210 internal_value=0 0.000240821 -2.88455e-05 internal_weight=0 9.70617 144.889 internal_count=2768 224 2544 is_linear=0 shrinkage=0.000439788 Tree=5981 num_leaves=4 num_cat=0 split_feature=403 403 52 split_gain=3.62261 6.2381 3.95843 threshold=0.092300000000000007 0.09389500000000002 -0.047784999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.7149722605504815e-05 0.00083502014890359921 3.3912836915131303e-05 -9.1367024215218787e-05 leaf_weight=57.892893476091558 2.5400891136378032 7.0905270841467427 86.624639259061951 leaf_count=817 5 219 1727 internal_value=0 0.00024644 -3.18724e-05 internal_weight=0 9.63062 144.518 internal_count=2768 224 2544 is_linear=0 shrinkage=0.000439788 Tree=5982 num_leaves=4 num_cat=0 split_feature=155 12 15 split_gain=3.28111 3.15673 0.453702 threshold=0.090655000000000013 0.11622 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00051855093431597561 -0.011750002470883956 -0.016057521645552762 -0.02716897670080089 leaf_weight=142.18466034695302 1.722950146300718 6.005433337581052 2.2963166710687792 leaf_count=2485 80 131 72 internal_value=0 -0.000155179 -0.0206461 internal_weight=0 148.19 4.01927 internal_count=2768 2616 152 is_linear=0 shrinkage=0.0224292 Tree=5983 num_leaves=4 num_cat=0 split_feature=403 403 52 split_gain=3.77608 6.22928 3.9271 threshold=0.092300000000000007 0.09389500000000002 -0.047784999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029559278488426764 0.042941287395953959 0.0020224083576954343 -0.004639251849364626 leaf_weight=57.100797978062474 2.5359973348677141 7.0046439379657386 85.510685035864299 leaf_count=817 5 219 1727 internal_value=0 0.0129631 -0.0015982 internal_weight=0 9.54064 142.611 internal_count=2768 224 2544 is_linear=0 shrinkage=0.0224292 Tree=5984 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=3.37452 3.77194 threshold=0.099250000000000019 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.6699714453383166e-05 -0.0003914523746665508 7.320918345834179e-05 leaf_weight=59.806280182754563 3.9231254551559678 98.839162402931834 leaf_count=1496 24 1357 internal_value=0 2.04645e-05 internal_weight=0 158.645 internal_count=2877 2853 is_linear=0 shrinkage=0.000439788 Tree=5985 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=3.28381 3.82828 threshold=0.099250000000000019 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.8011951510629751e-05 -0.00038757705752248271 7.288434291772605e-05 leaf_weight=59.941920494289661 3.9059044863097361 98.669238025788218 leaf_count=1496 24 1357 internal_value=0 1.96354e-05 internal_weight=0 158.611 internal_count=2877 2853 is_linear=0 shrinkage=0.000439788 Tree=5986 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=3.18823 3.69687 threshold=0.099250000000000019 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.4685156778478513e-05 -0.00038137922892288124 7.4008131382317826e-05 leaf_weight=59.629572139201628 3.8685938795097163 98.628363990370417 leaf_count=1496 24 1357 internal_value=0 2.17488e-05 internal_weight=0 158.258 internal_count=2877 2853 is_linear=0 shrinkage=0.000439788 Tree=5987 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=3.20613 3.53711 threshold=0.099250000000000019 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0032329401344051364 -0.019531229126175324 0.0037250213508878212 leaf_weight=59.049347657772159 3.8655960536561897 97.280479272303637 leaf_count=1496 24 1357 internal_value=0 0.00109677 internal_weight=0 156.33 internal_count=2877 2853 is_linear=0 shrinkage=0.0224292 Tree=5988 num_leaves=4 num_cat=0 split_feature=41 1213 1 split_gain=3.43353 3.62949 0.774884 threshold=0.078535000000000008 -0.082704999999999987 0.092770000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045464429629532522 -0.00037580015023304847 4.0741211221341932e-05 -0.00011484787710070413 leaf_weight=2.8992971850675522 4.5936427355481992 144.45901941349439 4.2551227419462521 leaf_count=254 94 2462 50 internal_value=0 3.09368e-05 -0.000250833 internal_weight=0 147.358 8.84877 internal_count=2860 2716 144 is_linear=0 shrinkage=0.000439788 Tree=5989 num_leaves=4 num_cat=0 split_feature=41 1213 2 split_gain=3.46834 3.46272 3.32143 threshold=0.078535000000000008 -0.082704999999999987 0.096985000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023156024147547503 -0.026808694809755007 0.0021029726312545424 0.00079961371037323757 leaf_weight=2.7644988137981263 4.3334741780417954 142.86648614228034 4.4144098258111626 leaf_count=254 85 2462 59 internal_value=0 0.00162051 -0.0129054 internal_weight=0 145.631 8.74788 internal_count=2860 2716 144 is_linear=0 shrinkage=0.0224292 Tree=5990 num_leaves=4 num_cat=0 split_feature=41 2 50 split_gain=3.33363 3.40612 3.22189 threshold=0.078535000000000008 0.097040000000000015 0.10124500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023500919922457945 -0.026532723941001826 0.0015127635786037863 -0.0129529796278176 leaf_weight=138.30914553005277 4.396564380193011 4.2961130138719454 7.2668647013852015 leaf_count=2381 86 58 335 internal_value=0 -0.0126991 0.00158459 internal_weight=0 8.69268 145.576 internal_count=2860 144 2716 is_linear=0 shrinkage=0.0224292 Tree=5991 num_leaves=4 num_cat=0 split_feature=41 4 2 split_gain=3.07321 3.52147 3.48899 threshold=0.078535000000000008 0.014055000000000002 0.097125000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.995675953057621e-05 -0.00051041304151306591 0.00012277563705266891 4.3815552839555357e-05 leaf_weight=96.658578328351723 4.454676702138384 51.08781874779379 4.3111587616149336 leaf_count=2035 87 681 57 internal_value=0 2.94068e-05 -0.000238333 internal_weight=0 147.746 8.76584 internal_count=2860 2716 144 is_linear=0 shrinkage=0.000439788 Tree=5992 num_leaves=3 num_cat=0 split_feature=1212 1456 split_gain=3.85436 3.77243 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045972515950305223 2.530449518678669e-05 -0.00036277444348569219 leaf_weight=3.3866544422344296 154.16206130283535 4.9828246271354137 leaf_count=204 2443 237 internal_value=0 1.31117e-05 internal_weight=0 159.145 internal_count=2884 2680 is_linear=0 shrinkage=0.000439788 Tree=5993 num_leaves=4 num_cat=0 split_feature=401 484 2 split_gain=3.73814 4.07548 0.949607 threshold=0.086035000000000014 -0.0048899999999999994 0.096985000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012301980926397275 -0.024616118753589489 0.0018540157319770641 -0.0037486360200552431 leaf_weight=11.001975820763617 3.6678015306097214 142.74647419990652 1.5728079182736108 leaf_count=443 180 2204 57 internal_value=0 0.000839635 -0.0183897 internal_weight=0 153.748 5.24061 internal_count=2884 2647 237 is_linear=0 shrinkage=0.0224292 Tree=5994 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=3.85094 3.93525 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046016504870149901 -0.00023691455860320689 3.4661197951508293e-05 leaf_weight=3.3438493432477108 11.086013696505686 145.95822270614372 leaf_count=204 442 2238 internal_value=0 1.54637e-05 internal_weight=0 157.044 internal_count=2884 2680 is_linear=0 shrinkage=0.000439788 Tree=5995 num_leaves=4 num_cat=0 split_feature=1456 401 160 split_gain=3.63527 3.86839 0.72152 threshold=1.0000000180025095e-35 0.086035000000000014 -0.081114999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014683648437144134 -0.0082742637473691011 -0.018232711387474621 -0.025938029022560143 leaf_weight=148.85928821708876 1.9771542247035538 5.1696175264005424 2.8966598385304669 leaf_count=2403 92 237 152 internal_value=0 0.000804967 -0.0188326 internal_weight=0 154.029 4.87381 internal_count=2884 2640 244 is_linear=0 shrinkage=0.0224292 Tree=5996 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.53666 4.33081 threshold=-0.51961499999999983 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047555832879816545 -4.6834307873959764e-05 0.00010618217690222267 leaf_weight=3.7834090569522223 95.014989312316175 57.353763882900239 leaf_count=42 1769 1011 internal_value=0 1.07694e-05 internal_weight=0 152.369 internal_count=2822 2780 is_linear=0 shrinkage=0.000439788 Tree=5997 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.70352 4.35213 threshold=-0.51961499999999983 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024783560591464526 -0.0023539780821389637 0.0055107534954960818 leaf_weight=3.7443634747760361 94.16951729563516 56.688935541620594 leaf_count=42 1769 1011 internal_value=0 0.00060172 internal_weight=0 150.858 internal_count=2822 2780 is_linear=0 shrinkage=0.0224292 Tree=5998 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=4.26753 4.22526 threshold=-0.51961499999999983 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045574483820977243 -0.00040783617508164148 2.4648846949353134e-05 leaf_weight=3.8497489374130955 4.4823432329867492 148.69874800764228 leaf_count=42 326 2454 internal_value=0 1.19443e-05 internal_weight=0 153.181 internal_count=2822 2780 is_linear=0 shrinkage=0.000439788 Tree=5999 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.26224 4.14766 threshold=-0.51961499999999983 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045775592499110949 -4.5540954417907907e-05 0.00010408412895875374 leaf_weight=3.8302696128375819 95.115005088486214 57.466229837547871 leaf_count=42 1769 1011 internal_value=0 1.08179e-05 internal_weight=0 152.581 internal_count=2822 2780 is_linear=0 shrinkage=0.000439788 Tree=6000 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=4.66456 10.7066 3.50003 threshold=0.0063000000000000009 -0.0015099999999999998 -0.075754999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005384241439494457 -0.0033111696090523659 -0.024034117028581069 0.0085484348463512865 leaf_weight=82.800735688819259 18.312757053936366 11.040934873552031 39.489851873877342 leaf_count=1861 297 182 487 internal_value=0 -0.00330713 0.00479128 internal_weight=0 93.8417 57.8026 internal_count=2827 2043 784 is_linear=0 shrinkage=0.0224292 Tree=6001 num_leaves=4 num_cat=0 split_feature=4 4 1 split_gain=4.46328 10.3243 3.65831 threshold=0.0063000000000000009 -0.0015099999999999998 0.07974500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052638056716741352 -0.0041070805769833534 -0.0236757300456522 0.0083114043714518013 leaf_weight=82.796063036665146 16.833987383950443 10.957912474859766 40.894857058970956 leaf_count=1861 280 182 504 internal_value=0 -0.00323633 0.00468996 internal_weight=0 93.754 57.7288 internal_count=2827 2043 784 is_linear=0 shrinkage=0.0224292 Tree=6002 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=4.27247 9.95404 3.33267 threshold=0.0063000000000000009 -0.0015099999999999998 -0.075754999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051460554186868828 -0.003317768526245826 -0.023319596023053214 0.0082699529517496692 leaf_weight=82.791502030915581 18.275467680825386 10.876944717616423 39.33647151353216 leaf_count=1861 297 182 487 internal_value=0 -0.00316697 0.00459425 internal_weight=0 93.6684 57.6119 internal_count=2827 2043 784 is_linear=0 shrinkage=0.0224292 Tree=6003 num_leaves=4 num_cat=0 split_feature=1 4 0 split_gain=4.88027 7.30164 6.08957 threshold=0.090445000000000011 -0.17479499999999998 -0.084804999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020829619713706745 -0.00034456896273730742 0.00012407118461007442 3.021253807644907e-05 leaf_weight=38.259204787715134 7.1251019950723267 64.379897424019873 45.088604376134754 leaf_count=845 123 900 959 internal_value=0 7.72941e-05 -7.92929e-05 internal_weight=0 71.505 83.3478 internal_count=2827 1023 1804 is_linear=0 shrinkage=0.000439788 Tree=6004 num_leaves=4 num_cat=0 split_feature=457 16 16 split_gain=4.50601 4.99152 3.43786 threshold=0.079930000000000015 0.06763000000000001 0.0014300000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5711100976869482e-05 9.1311501254077342e-05 -0.0001769179061599543 0.00043559898104280617 leaf_weight=106.17402543542994 20.158179582504093 26.70941216389474 7.7614741744473568 leaf_count=2057 203 515 42 internal_value=0 -7.04635e-06 0.000187253 internal_weight=0 132.883 27.9197 internal_count=2817 2572 245 is_linear=0 shrinkage=0.000439788 Tree=6005 num_leaves=4 num_cat=0 split_feature=457 16 16 split_gain=4.46062 5.06389 3.4363 threshold=0.079930000000000015 0.06763000000000001 0.0014300000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019075982904152675 0.0046836454115376869 -0.0090732967361471881 0.022303800550257737 leaf_weight=104.9224902692622 19.987552118516763 26.433260555124434 7.7070063466671845 leaf_count=2057 203 515 42 internal_value=0 -0.00030313 0.00959907 internal_weight=0 131.356 27.6946 internal_count=2817 2572 245 is_linear=0 shrinkage=0.0224292 Tree=6006 num_leaves=4 num_cat=0 split_feature=457 16 0 split_gain=4.4452 4.84105 3.37571 threshold=0.079930000000000015 0.06763000000000001 -0.23033499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5873700751457017e-05 0.00041926609728484837 -0.00017381267186360855 8.6098154133554283e-05 leaf_weight=105.96881963300621 8.4159461199305969 26.631011542922352 19.480452456162311 leaf_count=2057 45 515 200 internal_value=0 -6.25813e-06 0.000186828 internal_weight=0 132.6 27.8964 internal_count=2817 2572 245 is_linear=0 shrinkage=0.000439788 Tree=6007 num_leaves=4 num_cat=0 split_feature=457 16 0 split_gain=4.42588 4.90383 3.36586 threshold=0.079930000000000015 0.06763000000000001 -0.23033499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5983298922120486e-05 0.00041860680904420156 -0.00017456978111053545 8.5790985352685354e-05 leaf_weight=106.51698994606704 8.4046179507859069 26.751303507597186 19.488672764302464 leaf_count=2057 45 515 200 internal_value=0 -6.30054e-06 0.000186291 internal_weight=0 133.268 27.8933 internal_count=2817 2572 245 is_linear=0 shrinkage=0.000439788 Tree=6008 num_leaves=4 num_cat=0 split_feature=457 13 151 split_gain=2.85788 4.42222 2.99191 threshold=0.079930000000000015 -0.094744999999999982 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013809929929121012 -1.817052793454468e-05 -4.7989091353011768e-05 0.00026932342099719118 leaf_weight=32.197316521400353 12.112686036562083 105.84137754964104 16.56478049053112 leaf_count=347 137 2261 101 internal_value=0 -4.57116e-06 0.000147961 internal_weight=0 138.039 28.6775 internal_count=2846 2608 238 is_linear=0 shrinkage=0.000439788 Tree=6009 num_leaves=4 num_cat=0 split_feature=13 13 12 split_gain=2.76034 7.69831 3.44955 threshold=-0.094744999999999982 -0.083574999999999997 -0.051479999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001745955523403192 -0.00032620808446900875 2.8179176443945828e-05 0.00019510340316692711 leaf_weight=5.8634591085137791 13.144413661473662 119.31281713266071 28.75115127681056 leaf_count=83 501 1969 293 internal_value=0 -7.03044e-06 0.000132417 internal_weight=0 132.457 34.6146 internal_count=2846 2470 376 is_linear=0 shrinkage=0.000439788 Tree=6010 num_leaves=4 num_cat=0 split_feature=457 13 151 split_gain=2.71664 4.49499 2.97189 threshold=0.079930000000000015 -0.094744999999999982 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014077040281182087 -2.0107185410636306e-05 -4.687071146292137e-05 0.00026726732478858081 leaf_weight=32.204375213390449 12.03323505446315 105.62969324745791 16.482564290432492 leaf_count=347 137 2261 101 internal_value=0 -3.01569e-06 0.000146067 internal_weight=0 137.834 28.5158 internal_count=2846 2608 238 is_linear=0 shrinkage=0.000439788 Tree=6011 num_leaves=3 num_cat=0 split_feature=1447 453 split_gain=2.71599 4.02367 threshold=-0.086059999999999984 0.086430000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019600383514564428 0.0013025065766282457 -0.020439625071805405 leaf_weight=3.902258180154603 156.48382330819732 4.3833717302186406 leaf_count=98 2691 57 internal_value=0 0.000707713 internal_weight=0 160.867 internal_count=2846 2748 is_linear=0 shrinkage=0.0224292 Tree=6012 num_leaves=4 num_cat=0 split_feature=1447 52 484 split_gain=5.15423 4.47112 0.492595 threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.075319999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024149559789399076 -0.00046687041654556836 4.4793415919675833e-05 -0.00053108993716336275 leaf_weight=1.8821192970499394 3.3615576997981398 144.30751921854971 3.0673385678528566 leaf_count=129 181 2361 159 internal_value=0 3.3087e-05 -0.000422318 internal_weight=0 147.669 4.94946 internal_count=2830 2542 288 is_linear=0 shrinkage=0.000439788 Tree=6013 num_leaves=4 num_cat=0 split_feature=1447 52 484 split_gain=5.1228 4.3983 0.480889 threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.075319999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012405812365205719 -0.023798962854526623 0.0022881392937767501 -0.02709706594760011 leaf_weight=1.8561290615180039 3.3078603279718655 143.17555240167712 3.0357538167227167 leaf_count=129 181 2361 159 internal_value=0 0.00169602 -0.0215927 internal_weight=0 146.483 4.89188 internal_count=2830 2542 288 is_linear=0 shrinkage=0.0224292 Tree=6014 num_leaves=4 num_cat=0 split_feature=1447 52 484 split_gain=4.95694 4.28159 0.48702 threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.075319999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012170715048631094 -0.023766856462851139 0.0022369147785123661 -0.027017217020074227 leaf_weight=1.8499868856597457 3.2388393039727807 143.16987365821115 2.9771524293828397 leaf_count=129 181 2361 159 internal_value=0 0.00165864 -0.0213977 internal_weight=0 146.409 4.82714 internal_count=2830 2542 288 is_linear=0 shrinkage=0.0224292 Tree=6015 num_leaves=4 num_cat=0 split_feature=1447 52 484 split_gain=4.85841 4.44435 0.504038 threshold=-1.0000000180025095e-35 -0.51745999999999992 -0.075319999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023316721310291528 -0.00046664042225018213 4.3811338164065676e-05 -0.0005281115967398916 leaf_weight=1.8770654973777707 3.3569146967784027 144.8207178707089 2.9574974382994688 leaf_count=129 181 2361 159 internal_value=0 3.21886e-05 -0.000414964 internal_weight=0 148.178 4.83456 internal_count=2830 2542 288 is_linear=0 shrinkage=0.000439788 Tree=6016 num_leaves=3 num_cat=0 split_feature=393 33 split_gain=4.59879 3.13988 threshold=0.087895000000000015 -0.007134999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034856751382797874 -0.0004419842988209629 3.6956881083556988e-05 leaf_weight=4.1786885943729422 4.1368147234898052 153.52980155094338 leaf_count=37 110 2692 internal_value=0 2.6701e-05 internal_weight=0 157.708 internal_count=2839 2729 is_linear=0 shrinkage=0.000439788 Tree=6017 num_leaves=3 num_cat=0 split_feature=393 401 split_gain=4.52207 4.6303 threshold=0.087895000000000015 0.086035000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020328398291212511 -0.022608336020041357 -0.021092985495972005 leaf_weight=151.07316561751213 4.0421059699729076 4.465813979295489 leaf_count=2490 110 239 internal_value=0 0.00136635 internal_weight=0 155.539 internal_count=2839 2729 is_linear=0 shrinkage=0.0224292 Tree=6018 num_leaves=3 num_cat=0 split_feature=393 401 split_gain=4.26282 4.51501 threshold=0.087895000000000015 0.086035000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6221157976589009e-05 -0.00042896205093729975 -0.00041016275568947616 leaf_weight=152.98070473722692 4.115144985029473 4.4927764177118652 leaf_count=2490 110 239 internal_value=0 2.34375e-05 internal_weight=0 157.473 internal_count=2839 2729 is_linear=0 shrinkage=0.000439788 Tree=6019 num_leaves=4 num_cat=0 split_feature=4 150 150 split_gain=3.89976 5.96335 5.48408 threshold=0.0063000000000000009 -0.052409999999999991 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017919286629651823 -0.01651974157782472 -0.0036708003781779786 0.0070647894745028911 leaf_weight=6.9176264484412959 5.4051745957694939 89.15754582703812 58.043703635143174 leaf_count=66 50 1982 741 internal_value=0 -0.00211301 0.00505127 internal_weight=0 96.0752 63.4489 internal_count=2839 2048 791 is_linear=0 shrinkage=0.0224292 Tree=6020 num_leaves=4 num_cat=0 split_feature=3 11 3 split_gain=3.63928 6.44981 5.40042 threshold=-0.10315499999999998 0.08184000000000001 -0.078914999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002151810780773117 -0.00021762397991857539 -0.00023504080056354392 -1.274430853811511e-05 leaf_weight=23.5854329707654 34.162884087625571 8.3074074793257733 91.488431571124238 leaf_count=235 1199 149 1272 internal_value=0 9.78374e-05 -6.84729e-05 internal_weight=0 31.8928 125.651 internal_count=2855 384 2471 is_linear=0 shrinkage=0.000439788 Tree=6021 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=4.1986 7.30237 6.35251 threshold=-0.063914999999999986 0.076280000000000014 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020784706171007061 1.0125234681844735e-05 0.00044133276037295959 1.6702298959545691e-05 leaf_weight=35.575386161999631 34.087882844381966 9.7550692091026558 77.246880740131019 leaf_count=1294 468 77 1016 internal_value=0 0.000106219 -5.41263e-05 internal_weight=0 43.843 112.822 internal_count=2855 545 2310 is_linear=0 shrinkage=0.000439788 Tree=6022 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=4.28328 7.3685 6.35326 threshold=-0.063914999999999986 0.076280000000000014 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020813700186629063 1.0782061921249335e-05 0.00044363934448575694 1.6287412057037354e-05 leaf_weight=35.633526005090971 34.104269366391236 9.7710949604079342 77.275112508155871 leaf_count=1294 468 77 1016 internal_value=0 0.000107331 -5.45633e-05 internal_weight=0 43.8754 112.909 internal_count=2855 545 2310 is_linear=0 shrinkage=0.000439788 Tree=6023 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=4.22431 7.3262 6.05239 threshold=-0.063914999999999986 0.076280000000000014 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010454518150362767 0.00054896894091245195 0.022656586171408932 0.00079337894651508752 leaf_weight=35.143610069615534 33.758693375944858 9.6911180484166817 76.255992513964884 leaf_count=1294 468 77 1016 internal_value=0 0.00548767 -0.00275622 internal_weight=0 43.4498 111.4 internal_count=2855 545 2310 is_linear=0 shrinkage=0.0224292 Tree=6024 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=4.36623 4.12551 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.01229322030644435 -0.018411093505743322 0.0021059025359124457 leaf_weight=10.769775947708693 6.0039709600387132 138.65500010588585 leaf_count=434 77 2352 internal_value=0 0.00106665 internal_weight=0 149.425 internal_count=2863 2786 is_linear=0 shrinkage=0.0224292 Tree=6025 num_leaves=4 num_cat=0 split_feature=484 39 150 split_gain=3.82833 4.15325 3.77568 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=-0.00037012701936254351 -0.00034029340220213588 3.9416441881141707e-05 0.00027033112726437245 leaf_weight=8.9324118222575617 5.7834511703113085 139.95409215090331 2.2075086808763436 leaf_count=428 60 2357 18 internal_value=0 2.43054e-05 -0.000242967 internal_weight=0 145.738 11.1399 internal_count=2863 2417 446 is_linear=0 shrinkage=0.000439788 Tree=6026 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=4.18333 3.95273 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012061282887465448 -0.018046124557598197 0.0020574024721620901 leaf_weight=10.729656034709476 5.9890667035942888 138.67743256918766 leaf_count=434 77 2352 internal_value=0 0.00104206 internal_weight=0 149.407 internal_count=2863 2786 is_linear=0 shrinkage=0.0224292 Tree=6027 num_leaves=4 num_cat=0 split_feature=39 453 13 split_gain=4.07581 4.961 3.90345 threshold=0.0047850000000000011 1.0000000180025095e-35 -0.093124999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.252824842599092e-06 -0.00021499102755316427 -0.00045174110746532562 0.00028091319791608466 leaf_weight=133.66533388652897 3.7509985535871264 4.9739547063363707 16.59462870383868 leaf_count=2464 51 67 281 internal_value=0 -2.13315e-05 0.000189371 internal_weight=0 138.639 20.3456 internal_count=2863 2531 332 is_linear=0 shrinkage=0.000439788 Tree=6028 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=4.37194 4.14337 3.49717 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028890306165815679 -0.0002405323942287336 6.9379070744507123e-05 -0.00047013065931972135 leaf_weight=1.4846474065561777 8.8333856790995906 145.36083410778883 5.400631201468058 leaf_count=19 202 2202 423 internal_value=0 5.15975e-05 -0.000306117 internal_weight=0 154.194 6.88528 internal_count=2846 2404 442 is_linear=0 shrinkage=0.000439788 Tree=6029 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=4.20603 4.12065 3.49577 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028905041719401041 -0.00024196272936995226 6.8924431094680819e-05 -0.0004692808238724397 leaf_weight=1.4956333604350218 8.7243673787743301 145.09765895888995 5.2954992246231987 leaf_count=19 202 2202 423 internal_value=0 5.12639e-05 -0.000301929 internal_weight=0 153.822 6.79113 internal_count=2846 2404 442 is_linear=0 shrinkage=0.000439788 Tree=6030 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=4.3487 4.05935 3.48761 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028602937731473928 -0.00023974217893504095 6.9104517067204531e-05 -0.00046962840293956364 leaf_weight=1.4971163153531959 8.7086442280269676 144.80043515855505 5.3934530890110173 leaf_count=19 202 2202 423 internal_value=0 5.15559e-05 -0.00030511 internal_weight=0 153.509 6.89057 internal_count=2846 2404 442 is_linear=0 shrinkage=0.000439788 Tree=6031 num_leaves=4 num_cat=0 split_feature=1213 475 51 split_gain=4.02116 4.0315 3.53163 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.096089999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015138640424486635 -0.012217192657119484 0.0035967647893011788 -0.023920852018021927 leaf_weight=1.4898620152962392 8.5784378237076435 143.13138690715641 5.1380015918985 leaf_count=19 202 2202 423 internal_value=0 0.00270114 -0.0151225 internal_weight=0 151.71 6.62786 internal_count=2846 2404 442 is_linear=0 shrinkage=0.0224292 Tree=6032 num_leaves=3 num_cat=0 split_feature=1373 49 split_gain=4.6525 3.19134 threshold=0.085550000000000015 0.27293500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.7538781752708356e-05 -0.00041338962221963612 -0.00035363954290395665 leaf_weight=155.34933192572862 4.7511490879114708 4.1222897945117429 leaf_count=2806 55 51 internal_value=0 2.73858e-05 internal_weight=0 159.472 internal_count=2912 2857 is_linear=0 shrinkage=0.000439788 Tree=6033 num_leaves=3 num_cat=0 split_feature=1373 49 split_gain=4.79094 3.13346 threshold=0.085550000000000015 0.27293500000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018696219279704909 -0.021578085980345111 -0.01795916005506135 leaf_weight=153.17264260128286 4.7029426945373407 4.0979682919569305 leaf_count=2806 55 51 internal_value=0 0.00135083 internal_weight=0 157.271 internal_count=2912 2857 is_linear=0 shrinkage=0.0224292 Tree=6034 num_leaves=3 num_cat=0 split_feature=1373 43 split_gain=4.52152 3.05299 threshold=0.085550000000000015 -0.51323999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037198246447314953 -0.00040952502692223028 1.3504540947788813e-05 leaf_weight=4.7159297679318106 4.7709319684654465 155.49013697996634 leaf_count=43 55 2814 internal_value=0 2.41e-05 internal_weight=0 160.206 internal_count=2912 2857 is_linear=0 shrinkage=0.000439788 Tree=6035 num_leaves=3 num_cat=0 split_feature=1373 48 split_gain=4.52327 3.1477 threshold=0.085550000000000015 0.092825000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.9033318733577407e-06 -0.00040936500896496291 0.00015561942585523705 leaf_weight=131.81640391267138 4.8088288698345414 28.335474178486038 leaf_count=2538 55 319 internal_value=0 2.26898e-05 internal_weight=0 160.152 internal_count=2912 2857 is_linear=0 shrinkage=0.000439788 Tree=6036 num_leaves=4 num_cat=0 split_feature=1 15 484 split_gain=4.11631 6.1169 5.49503 threshold=0.094695000000000015 0.043810000000000009 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026015177627221778 0.0090601742764160071 -0.011231799476082674 -0.00013960911040584816 leaf_weight=4.3090786922257385 52.161547047406202 8.7058013746282068 89.611995085942908 leaf_count=355 727 138 1620 internal_value=0 0.00615522 -0.00133182 internal_weight=0 60.8673 93.9211 internal_count=2840 865 1975 is_linear=0 shrinkage=0.0224292 Tree=6037 num_leaves=4 num_cat=0 split_feature=1 15 484 split_gain=4.21038 5.78851 5.33125 threshold=0.094695000000000015 0.043810000000000009 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005080641633458809 0.0001749730187421573 -0.00020982932207288523 -5.379963067513906e-06 leaf_weight=4.2545763967209487 52.641108368668938 8.8120448492700216 90.345799630733381 leaf_count=355 727 138 1620 internal_value=0 0.000119746 -2.80857e-05 internal_weight=0 61.4532 94.6004 internal_count=2840 865 1975 is_linear=0 shrinkage=0.000439788 Tree=6038 num_leaves=4 num_cat=0 split_feature=1 15 484 split_gain=3.94604 5.86164 5.36565 threshold=0.094695000000000015 0.029300000000000003 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025960276794346933 0.0089877337010404856 -0.010377483188065388 -0.00013905160624335294 leaf_weight=4.2209725290667839 51.465442364802584 9.2641911592800152 89.623808949247177 leaf_count=355 715 150 1620 internal_value=0 0.00603127 -0.00130549 internal_weight=0 60.7296 93.8448 internal_count=2840 865 1975 is_linear=0 shrinkage=0.0224292 Tree=6039 num_leaves=4 num_cat=0 split_feature=1 15 484 split_gain=3.87454 5.5527 5.34721 threshold=0.094695000000000015 0.043810000000000009 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050764150615999237 0.0001700525820779395 -0.00020688225885911595 -3.4305833603129338e-06 leaf_weight=4.2410780413265448 52.477554923651041 8.8137532888213155 90.231280783642433 leaf_count=355 727 138 1620 internal_value=0 0.000115801 -2.61637e-05 internal_weight=0 61.2913 94.4724 internal_count=2840 865 1975 is_linear=0 shrinkage=0.000439788 Tree=6040 num_leaves=4 num_cat=0 split_feature=43 160 13 split_gain=4.62427 6.91945 6.89171 threshold=-0.074359999999999996 -1.0000000180025095e-35 0.0021450000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0069364575181048117 -0.0040580308869087181 0.010408344405132669 0.01281537688413918 leaf_weight=15.408767079588868 87.400396907934919 46.299331638365402 14.129188220329523 leaf_count=463 1462 686 237 internal_value=0 0.00607647 -0.0017079 internal_weight=0 61.7081 101.53 internal_count=2848 1149 1699 is_linear=0 shrinkage=0.0224292 Tree=6041 num_leaves=4 num_cat=0 split_feature=43 150 13 split_gain=4.41997 6.84456 6.59258 threshold=-0.074359999999999996 0.099490000000000009 0.0021450000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00816084009452849 -0.003966753667161098 -0.019175855776846797 0.012546511436989604 leaf_weight=56.697980657158041 87.406471541748033 4.9970718042168292 14.108914563890719 leaf_count=1053 1462 96 237 internal_value=0 0.00594142 -0.00166976 internal_weight=0 61.6951 101.515 internal_count=2848 1149 1699 is_linear=0 shrinkage=0.0224292 Tree=6042 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=4.22529 6.56651 6.45126 threshold=-0.074359999999999996 0.099490000000000009 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079760376003383052 -0.0046695128782264323 -0.018894898186608899 0.008890960702530832 leaf_weight=56.710796643295907 78.777623611415038 4.9583546809735699 22.724579482877743 leaf_count=1053 1518 96 181 internal_value=0 0.00581037 -0.00163246 internal_weight=0 61.6692 101.502 internal_count=2848 1149 1699 is_linear=0 shrinkage=0.0224292 Tree=6043 num_leaves=4 num_cat=0 split_feature=43 160 13 split_gain=4.0393 6.48893 6.31612 threshold=-0.074359999999999996 -1.0000000180025095e-35 0.0021450000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0069585413538400635 -0.003845791651144743 0.0098683123251434909 0.012336150507965172 leaf_weight=15.333193949445556 87.311030754848616 46.311805884659407 14.073659594920171 leaf_count=463 1462 686 237 internal_value=0 0.00568205 -0.0015976 internal_weight=0 61.645 101.385 internal_count=2848 1149 1699 is_linear=0 shrinkage=0.0224292 Tree=6044 num_leaves=4 num_cat=0 split_feature=1 43 1 split_gain=4.82905 9.13625 3.55934 threshold=0.091870000000000021 0.020110000000000006 0.092880000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016798057298012819 0.00047555907481058071 0.00018243740529796633 3.5996987947831818e-05 leaf_weight=70.173983046610374 3.761609142587985 18.085100589771173 61.970597631298006 leaf_count=1565 38 302 933 internal_value=0 -9.61528e-05 6.12823e-05 internal_weight=0 88.2591 65.7322 internal_count=2838 1867 971 is_linear=0 shrinkage=0.000439788 Tree=6045 num_leaves=4 num_cat=0 split_feature=1 43 1 split_gain=4.8594 8.82571 3.55286 threshold=0.091870000000000021 0.020110000000000006 0.092880000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016650009057149104 0.00047609729454683709 0.00017857507008863608 3.7031044499155024e-05 leaf_weight=69.931655580701772 3.7640095710230517 18.013721757568419 61.801969901891425 leaf_count=1565 38 302 933 internal_value=0 -9.57954e-05 6.23682e-05 internal_weight=0 87.9454 65.566 internal_count=2838 1867 971 is_linear=0 shrinkage=0.000439788 Tree=6046 num_leaves=4 num_cat=0 split_feature=1 43 4 split_gain=4.47538 11.0211 4.90597 threshold=0.077800000000000022 0.020110000000000006 -0.42404999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01271441831531089 -0.01839831680624144 0.0096520730740440701 0.0027664432122531174 leaf_weight=39.982847765801125 5.8468268404249093 15.314508820942136 90.730298448586836 leaf_count=1206 143 252 1237 internal_value=0 -0.00651886 0.00148174 internal_weight=0 55.2974 96.5771 internal_count=2838 1458 1380 is_linear=0 shrinkage=0.0224292 Tree=6047 num_leaves=4 num_cat=0 split_feature=42 4 42 split_gain=4.13078 5.23567 3.62173 threshold=-1.0000000180025095e-35 0.13736000000000001 0.083905000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016503237762134113 0.0030092339778496429 0.0091845019918415632 -0.0047457441844981456 leaf_weight=16.745304877913444 81.363939527858747 5.2253117313375688 48.242824847897282 leaf_count=671 789 82 1296 internal_value=0 -0.0103912 0.000122366 internal_weight=0 21.9706 129.607 internal_count=2838 753 2085 is_linear=0 shrinkage=0.0224292 Tree=6048 num_leaves=4 num_cat=0 split_feature=15 52 15 split_gain=4.43855 5.78672 5.14648 threshold=0.091735000000000025 -0.15057999999999996 0.090425000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7288578677863831e-05 0.00026631230420594038 -0.00036001587183295353 0.00050723712421476164 leaf_weight=135.43334987330309 3.712796256877481 12.136793120531363 4.2585931367357253 leaf_count=2294 37 425 65 internal_value=0 -0.000213153 3.22922e-05 internal_weight=0 15.8496 139.692 internal_count=2821 462 2359 is_linear=0 shrinkage=0.000439788 Tree=6049 num_leaves=4 num_cat=0 split_feature=0 43 52 split_gain=3.73834 4.99371 3.57091 threshold=-0.0037549999999999992 -0.089894999999999989 0.09828000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021401282470702906 5.0360087596435353e-05 1.5239775627187951e-05 0.00042161458288156659 leaf_weight=22.011616422874795 15.681119425949875 110.80661511421931 7.3495364462432908 leaf_count=454 241 2071 55 internal_value=0 -2.27789e-05 0.000169086 internal_weight=0 132.818 23.0307 internal_count=2821 2525 296 is_linear=0 shrinkage=0.000439788 Tree=6050 num_leaves=4 num_cat=0 split_feature=15 52 15 split_gain=4.40603 5.79448 5.09757 threshold=0.091735000000000025 -0.15057999999999996 0.090425000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.593230525922945e-05 0.0002645296830160227 -0.00036062373278185106 0.00050384276348634002 leaf_weight=135.7780844602712 3.7365229397546491 12.149746836395932 4.2528976015601065 leaf_count=2294 37 425 65 internal_value=0 -0.000213444 3.08174e-05 internal_weight=0 15.8863 140.031 internal_count=2821 462 2359 is_linear=0 shrinkage=0.000439788 Tree=6051 num_leaves=4 num_cat=0 split_feature=15 52 15 split_gain=4.37815 5.75865 5.23567 threshold=0.091735000000000025 -0.15057999999999996 0.090425000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084733987017318255 0.013695023888201494 -0.018443341067911252 0.026157137639835064 leaf_weight=133.29895044169461 3.6494389229919753 11.933362626310553 4.2235541714908313 leaf_count=2294 37 425 65 internal_value=0 -0.0109091 0.00162817 internal_weight=0 15.5828 137.523 internal_count=2821 462 2359 is_linear=0 shrinkage=0.0224292 Tree=6052 num_leaves=3 num_cat=0 split_feature=156 151 split_gain=3.61929 4.12726 threshold=-1.0000000180025095e-35 -0.29526499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048281414621991316 -0.00048476845425271883 -2.23563993524253e-06 leaf_weight=3.2235361802959224 3.489720671932445 149.67099379848514 leaf_count=148 66 2628 internal_value=0 -1.32891e-05 internal_weight=0 153.161 internal_count=2842 2694 is_linear=0 shrinkage=0.000439788 Tree=6053 num_leaves=4 num_cat=0 split_feature=1213 1456 0 split_gain=4.27153 3.00247 0.853472 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.10956499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0044133575784111494 -0.019202990747540057 0.00011048169679990185 -0.024135986307858275 leaf_weight=1.4548317582812158 4.1472917202918316 144.16294732694223 4.6868131906958288 leaf_count=27 248 2175 392 internal_value=0 -0.000431995 -0.0194923 internal_weight=0 148.31 6.14164 internal_count=2842 2423 419 is_linear=0 shrinkage=0.0224292 Tree=6054 num_leaves=4 num_cat=0 split_feature=1213 49 52 split_gain=4.26136 2.9981 1.11145 threshold=-1.0000000180025095e-35 -0.21083999999999997 -0.089179999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.1999512489880647e-05 0.00020951931578608266 -2.7878184790720435e-05 -0.0004828878331354997 leaf_weight=1.4418251417228019 11.084183431230484 140.3222246917212 4.7830985963737467 leaf_count=31 65 2358 388 internal_value=0 -1.04745e-05 -0.000381209 internal_weight=0 151.406 6.22492 internal_count=2842 2423 419 is_linear=0 shrinkage=0.000439788 Tree=6055 num_leaves=3 num_cat=0 split_feature=474 1213 split_gain=4.33847 4.29241 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055511321666058106 -0.00038707867713860756 -2.2841433422994967e-05 leaf_weight=3.1860449088271698 6.5138266859430578 148.68157136529408 leaf_count=107 419 2316 internal_value=0 -3.81748e-05 internal_weight=0 155.195 internal_count=2842 2735 is_linear=0 shrinkage=0.000439788 Tree=6056 num_leaves=4 num_cat=0 split_feature=43 4 16 split_gain=3.46515 5.7381 4.39581 threshold=-0.24360499999999999 -0.48515499999999995 0.15737500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051995668681815565 -0.00040402092423589506 5.5455629046922031e-05 4.2613799062498406e-05 leaf_weight=5.0180277742037998 5.4419162771664551 140.72057108073568 5.7507869355031289 leaf_count=120 133 2518 33 internal_value=0 3.82979e-05 -0.000219988 internal_weight=0 146.162 10.7688 internal_count=2804 2651 153 is_linear=0 shrinkage=0.000439788 Tree=6057 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=3.48024 5.74384 3.04847 threshold=-0.24360499999999999 -0.48515499999999995 -0.45013999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066789288047574527 -0.020757700657997324 0.0028466832118162039 -0.023243675549049821 leaf_weight=5.3704143442155328 5.3674752537626764 139.46210101200995 5.3373055111151171 leaf_count=98 133 2518 55 internal_value=0 0.00196927 -0.0112711 internal_weight=0 144.83 10.7077 internal_count=2804 2651 153 is_linear=0 shrinkage=0.0224292 Tree=6058 num_leaves=3 num_cat=0 split_feature=39 483 split_gain=3.36349 4.4168 threshold=-1.0000000180025095e-35 0.086680000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015219185774628533 0.0025414733084884208 -0.016019010049754201 leaf_weight=6.1337595493532708 142.60859119726229 6.7365395420711129 leaf_count=67 2455 282 internal_value=0 0.00170232 internal_weight=0 149.345 internal_count=2804 2737 is_linear=0 shrinkage=0.0224292 Tree=6059 num_leaves=4 num_cat=0 split_feature=3 43 11 split_gain=3.53455 4.93242 4.46598 threshold=-0.12229499999999999 -0.25180499999999995 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00030451961681522233 -0.00035263425283795787 1.2390819249033992e-05 -8.950299403424497e-05 leaf_weight=16.522239351354077 7.5752415093302252 125.12189929395026 8.3726238159579207 leaf_count=143 110 2408 143 internal_value=0 -8.49498e-06 0.000172035 internal_weight=0 132.697 24.8949 internal_count=2804 2518 286 is_linear=0 shrinkage=0.000439788 Tree=6060 num_leaves=4 num_cat=0 split_feature=52 52 403 split_gain=4.09587 5.59162 4.33335 threshold=-0.049384999999999991 -0.090139999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026498922281129079 -0.020229269862010742 0.011486215555355556 -0.0030465257374037527 leaf_weight=35.010534025779634 8.0664199181992426 23.517566997295944 85.207533327331475 leaf_count=616 596 276 1349 internal_value=0 0.00303212 -0.00453634 internal_weight=0 58.5281 93.274 internal_count=2837 892 1945 is_linear=0 shrinkage=0.0224292 Tree=6061 num_leaves=4 num_cat=0 split_feature=52 52 130 split_gain=3.92009 5.35996 4.01931 threshold=-0.049384999999999991 -0.090139999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025908948678068458 -0.018536774708562121 0.01126171539441624 -0.0029005632547967459 leaf_weight=35.005116591215483 9.1560494821751472 23.449549662414938 83.991127751414751 leaf_count=616 221 276 1724 internal_value=0 0.00296805 -0.00444103 internal_weight=0 58.4547 93.1472 internal_count=2837 892 1945 is_linear=0 shrinkage=0.0224292 Tree=6062 num_leaves=4 num_cat=0 split_feature=52 52 403 split_gain=3.80916 5.43428 4.37982 threshold=-0.049384999999999991 -0.090139999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0059733895887749e-05 -0.00039206604746413077 0.00022162999914108485 -5.4428021753121556e-05 leaf_weight=35.562446860152704 8.1147883564990462 23.722506336664082 86.115998356093769 leaf_count=616 596 276 1349 internal_value=0 5.86916e-05 -8.35776e-05 internal_weight=0 59.285 94.2308 internal_count=2837 892 1945 is_linear=0 shrinkage=0.000439788 Tree=6063 num_leaves=4 num_cat=0 split_feature=0 4 0 split_gain=3.84785 7.58254 6.87552 threshold=-0.017269999999999997 -0.49096999999999996 -0.032619999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.1494710225783525e-05 -0.00022850462080412602 0.00028963611219127755 -0.00060407183680186106 leaf_weight=123.33516971511563 7.9476159564219442 17.372445758170215 4.3310513328760853 leaf_count=2466 139 198 34 internal_value=0 0.000126949 -6.06675e-05 internal_weight=0 25.3201 127.666 internal_count=2837 337 2500 is_linear=0 shrinkage=0.000439788 Tree=6064 num_leaves=4 num_cat=0 split_feature=130 133 2 split_gain=4.18782 4.18106 1.11026 threshold=1.0000000180025095e-35 -0.085929999999999992 0.099185000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019706380041715295 -0.00049777778770854436 -2.2368014268555792e-05 -0.00010746600306599951 leaf_weight=19.202935599692864 4.0500866436050265 132.98464012361364 2.1761588943263632 leaf_count=327 262 2179 104 internal_value=0 5.341e-06 -0.000362104 internal_weight=0 152.188 6.22625 internal_count=2872 2506 366 is_linear=0 shrinkage=0.000439788 Tree=6065 num_leaves=4 num_cat=0 split_feature=130 133 123 split_gain=4.4022 4.00834 1.25478 threshold=1.0000000180025095e-35 -0.085929999999999992 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001916186314934054 -0.00046972510237342223 -2.2206355794977265e-05 -6.2690801321022083e-06 leaf_weight=19.382637885006261 4.9995348989323238 134.52075092744781 1.4588724048808215 leaf_count=327 351 2179 15 internal_value=0 4.74325e-06 -0.000365363 internal_weight=0 153.903 6.45841 internal_count=2872 2506 366 is_linear=0 shrinkage=0.000439788 Tree=6066 num_leaves=4 num_cat=0 split_feature=130 133 123 split_gain=4.19817 4.13946 1.28282 threshold=1.0000000180025095e-35 -0.085929999999999992 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019779063216497259 -0.00046874948744772728 -2.0140364592727449e-05 4.3317638582828588e-06 leaf_weight=19.273362100953818 4.8041319434050811 133.54674200931913 1.4390254039317367 leaf_count=327 351 2179 15 internal_value=0 7.36592e-06 -0.000360025 internal_weight=0 152.82 6.24316 internal_count=2872 2506 366 is_linear=0 shrinkage=0.000439788 Tree=6067 num_leaves=4 num_cat=0 split_feature=130 133 123 split_gain=4.18745 4.11876 1.27903 threshold=1.0000000180025095e-35 -0.085929999999999992 0.083875000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019358269006666695 -0.00046681400882340047 -2.2982204347597777e-05 2.7621537205621472e-06 leaf_weight=19.417780465388205 4.8947202416165956 134.65706090009189 1.4535527443513272 leaf_count=327 351 2179 15 internal_value=0 4.33169e-06 -0.00035961 internal_weight=0 154.075 6.34827 internal_count=2872 2506 366 is_linear=0 shrinkage=0.000439788 Tree=6068 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=5.05209 4.99644 4.65425 threshold=-0.22295999999999996 -0.060324999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5556568837855246e-05 8.1981509951044899e-06 0.00024095169554074635 -0.00041191263275646887 leaf_weight=7.7772900785785195 114.44826193918561 21.113371828600066 9.5958786862902326 leaf_count=72 2312 312 145 internal_value=0 4.44777e-05 -0.000207296 internal_weight=0 135.562 17.3732 internal_count=2841 2624 217 is_linear=0 shrinkage=0.000439788 Tree=6069 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=5.16014 5.27489 3.62776 threshold=-0.22295999999999996 -0.060324999999999997 0.053395000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049335207420183463 5.7190841547577742e-06 0.00024380747320977024 -6.875558733492275e-05 leaf_weight=5.8313766575884101 115.38231635839111 21.305416655595764 11.649477026076054 leaf_count=80 2312 312 137 internal_value=0 4.28586e-05 -0.000210779 internal_weight=0 136.688 17.4809 internal_count=2841 2624 217 is_linear=0 shrinkage=0.000439788 Tree=6070 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=5.25996 5.08766 4.86609 threshold=-0.22295999999999996 -0.060324999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.3629902121477643e-05 5.6013272129921831e-06 0.00023907430405946221 -0.00042178728862574252 leaf_weight=7.8594060117611688 115.41093131337766 21.380709583027055 9.6884205462411028 leaf_count=72 2312 312 145 internal_value=0 4.21217e-05 -0.000213513 internal_weight=0 136.792 17.5478 internal_count=2841 2624 217 is_linear=0 shrinkage=0.000439788 Tree=6071 num_leaves=4 num_cat=0 split_feature=4 0 13 split_gain=5.26084 4.9909 4.48126 threshold=-0.22295999999999996 -0.060324999999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018929417735496189 0.00042032891241570818 0.012348174269154643 -0.021129778938999113 leaf_weight=7.6553445962490541 113.29442702954111 20.884798068436794 9.5430096946656686 leaf_count=72 2312 312 145 internal_value=0 0.00227837 -0.0108912 internal_weight=0 134.179 17.1984 internal_count=2841 2624 217 is_linear=0 shrinkage=0.0224292 Tree=6072 num_leaves=4 num_cat=0 split_feature=47 4 52 split_gain=5.61414 5.22714 4.66197 threshold=0.09252500000000001 0.15756500000000004 0.084650000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049105928478501324 -0.016185752752432545 0.011136177068461444 0.0085023274689170966 leaf_weight=108.44470951216499 17.073671667167222 23.682674603158375 4.9525769776664665 leaf_count=2143 232 383 79 internal_value=0 0.00159433 -0.0106321 internal_weight=0 132.127 22.0262 internal_count=2837 2526 311 is_linear=0 shrinkage=0.0224292 Tree=6073 num_leaves=4 num_cat=0 split_feature=47 4 52 split_gain=5.37354 5.02003 4.46464 threshold=0.09252500000000001 0.15756500000000004 0.084650000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048006636094927228 -0.015853170663358559 0.010935113698249319 0.0083165181912737973 leaf_weight=108.44042231800995 17.041644579672724 23.578716388961766 4.9501189514994612 leaf_count=2143 232 383 79 internal_value=0 0.00155998 -0.0104103 internal_weight=0 132.019 21.9918 internal_count=2837 2526 311 is_linear=0 shrinkage=0.0224292 Tree=6074 num_leaves=4 num_cat=0 split_feature=47 4 1 split_gain=5.14287 4.8206 4.37642 threshold=0.09252500000000001 0.15756500000000004 0.13436000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046931906340943005 -0.015535660620568556 0.010736616438098326 0.0085337373332396941 leaf_weight=108.43623678669974 17.086770190624524 23.47751787721063 4.872272355714812 leaf_count=2143 272 383 39 internal_value=0 0.00152634 -0.0101924 internal_weight=0 131.914 21.959 internal_count=2837 2526 311 is_linear=0 shrinkage=0.0224292 Tree=6075 num_leaves=4 num_cat=0 split_feature=157 13 2 split_gain=5.10713 8.82409 8.44491 threshold=-0.077664999999999998 -0.011809999999999999 0.086610000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019781327101447887 -0.0001819483423531464 0.00040949748542589066 4.7682068602013713e-05 leaf_weight=7.0162194498698254 47.808163542576949 13.518883259042921 87.899264058978588 leaf_count=205 1092 117 1423 internal_value=0 0.000202007 -3.32283e-05 internal_weight=0 20.5351 135.707 internal_count=2837 322 2515 is_linear=0 shrinkage=0.000439788 Tree=6076 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=3.60656 3.11104 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045228392851588255 -0.00021072356581976101 3.2256723882566198e-05 leaf_weight=3.2455769610533016 10.959023660267119 142.290338781233 leaf_count=218 439 2199 internal_value=0 1.48569e-05 internal_weight=0 153.249 internal_count=2856 2638 is_linear=0 shrinkage=0.000439788 Tree=6077 num_leaves=3 num_cat=0 split_feature=1212 484 split_gain=3.39224 3.13717 threshold=-1.0000000180025095e-35 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023025236844528764 -0.010902147403609192 0.001614834021333261 leaf_weight=3.0698256951000067 10.831696878012734 140.5559374568038 leaf_count=218 439 2199 internal_value=0 0.000717989 internal_weight=0 151.388 internal_count=2856 2638 is_linear=0 shrinkage=0.0224292 Tree=6078 num_leaves=4 num_cat=0 split_feature=483 9 13 split_gain=2.99867 3.22696 1.71156 threshold=0.096520000000000009 0.083710000000000021 -0.0022599999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015566131452780763 -0.0044584181555104296 -0.012693382041742323 -0.03352129238826633 leaf_weight=141.82696598510665 2.0893965083087096 8.4529712451621872 1.9841895709396329 leaf_count=2591 131 96 38 internal_value=0 0.000753566 -0.0187049 internal_weight=0 150.28 4.07359 internal_count=2856 2687 169 is_linear=0 shrinkage=0.0224292 Tree=6079 num_leaves=3 num_cat=0 split_feature=148 148 split_gain=2.92913 4.29874 threshold=-0.083929999999999991 -0.043434999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016884298549171631 0.02132845912672289 8.5624683019293785e-05 leaf_weight=4.8518218562239772 4.9375454215914933 144.54441713792767 leaf_count=78 73 2705 internal_value=0 0.000789932 internal_weight=0 149.482 internal_count=2856 2778 is_linear=0 shrinkage=0.0224292 Tree=6080 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=4.07793 5.35048 1.62362 threshold=1.0000000180025095e-35 0.093800000000000008 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.6921296614346261e-05 0.0053889303268622145 -0.015962483418425013 0.021928206032925789 leaf_weight=125.9334609925063 7.2695505776209739 11.376109123157219 5.0688358441984747 leaf_count=2081 125 458 117 internal_value=0 -0.00124481 0.0122069 internal_weight=0 137.31 12.3384 internal_count=2781 2539 242 is_linear=0 shrinkage=0.0224292 Tree=6081 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=3.92874 5.14674 1.63917 threshold=1.0000000180025095e-35 0.093800000000000008 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4971587442052423e-05 -0.0004032830181627314 -0.015698605202188527 0.01744604603299163 leaf_weight=125.93406828565639 3.7124722951848517 11.308972422164514 8.5217037690454145 leaf_count=2081 107 458 135 internal_value=0 -0.00121761 0.0120375 internal_weight=0 137.243 12.2342 internal_count=2781 2539 242 is_linear=0 shrinkage=0.0224292 Tree=6082 num_leaves=4 num_cat=0 split_feature=123 133 133 split_gain=3.78245 4.94996 1.63418 threshold=1.0000000180025095e-35 0.093800000000000008 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.3065681135433204e-05 0.0050270921420757352 -0.01543683811416985 0.021780408189313042 leaf_weight=125.93466198215901 7.2034829992335272 11.243857430483329 4.9352470895973966 leaf_count=2081 125 458 117 internal_value=0 -0.001191 0.011862 internal_weight=0 137.179 12.1387 internal_count=2781 2539 242 is_linear=0 shrinkage=0.0224292 Tree=6083 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=3.72757 3.06564 threshold=0.073890000000000011 -0.51323999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.01698602620527527 -0.021319688301786495 -0.00017583529039033667 leaf_weight=5.4210717207752159 4.0419619008607688 139.69170605980253 leaf_count=32 94 2655 internal_value=0 0.000467441 internal_weight=0 145.113 internal_count=2781 2687 is_linear=0 shrinkage=0.0224292 Tree=6084 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=3.39699 3.23743 threshold=0.082980000000000012 0.11091500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1677516180776855e-05 -0.00032772804467739932 -0.0003747851151589711 leaf_weight=146.69312859503043 5.5786486284341654 3.8715329908882259 leaf_count=2560 107 139 internal_value=0 2.11798e-05 internal_weight=0 150.565 internal_count=2806 2699 is_linear=0 shrinkage=0.000439788 Tree=6085 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=3.31039 3.2356 threshold=0.082980000000000012 0.11091500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.841559134832492e-05 -0.00032515549483159496 -0.00037403191349149684 leaf_weight=147.53178245846721 5.6247696271748273 3.94873346647364 leaf_count=2560 107 139 internal_value=0 1.78789e-05 internal_weight=0 151.481 internal_count=2806 2699 is_linear=0 shrinkage=0.000439788 Tree=6086 num_leaves=3 num_cat=0 split_feature=41 156 split_gain=3.40775 3.28037 threshold=0.082980000000000012 0.11091500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001609911060955113 -0.016877644766827689 -0.019426932662165768 leaf_weight=144.99932580735913 5.500933209914364 3.8083540393272406 leaf_count=2560 107 139 internal_value=0 0.0010691 internal_weight=0 148.808 internal_count=2806 2699 is_linear=0 shrinkage=0.0224292 Tree=6087 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=2.85995 5.24853 threshold=-0.50052499999999989 -0.34140499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.013416055560806066 -0.020967917776539627 0.0019049090674926278 leaf_weight=7.1497765977401277 5.2139567775011519 141.90273339719715 leaf_count=120 120 2566 internal_value=0 0.00109166 internal_weight=0 147.117 internal_count=2806 2686 is_linear=0 shrinkage=0.0224292 Tree=6088 num_leaves=4 num_cat=0 split_feature=0 3 13 split_gain=5.37707 4.91556 3.68082 threshold=-0.070894999999999986 0.084695000000000006 0.11441500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011819147985381346 5.4469190553082499e-05 7.8807938291082464e-05 0.0003294037031851583 leaf_weight=70.699639981030487 36.551641527825268 37.466247482283507 12.673341378336771 leaf_count=1846 622 254 96 internal_value=0 -4.99534e-05 0.000125353 internal_weight=0 108.166 49.225 internal_count=2818 2100 718 is_linear=0 shrinkage=0.000439788 Tree=6089 num_leaves=4 num_cat=0 split_feature=0 3 13 split_gain=5.45373 4.68635 3.65158 threshold=-0.070894999999999986 0.084695000000000006 0.11441500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0059910538603429042 0.0028514492453149548 0.0038639152619843729 0.016881211918471705 leaf_weight=69.96138545276699 36.113131581034395 37.150945748318918 12.571059221576432 leaf_count=1846 622 254 96 internal_value=0 -0.00257287 0.00647936 internal_weight=0 107.112 48.6842 internal_count=2818 2100 718 is_linear=0 shrinkage=0.0224292 Tree=6090 num_leaves=4 num_cat=0 split_feature=0 3 13 split_gain=5.34633 4.77609 3.60498 threshold=-0.070894999999999986 0.084695000000000006 0.11441500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000117148838162597 5.4525071408109369e-05 7.6961325874875611e-05 0.00032679551316307058 leaf_weight=71.005524605123355 36.566349136919598 37.424769958655816 12.648705216357483 leaf_count=1846 622 254 96 internal_value=0 -5.01499e-05 0.000124601 internal_weight=0 108.43 49.2151 internal_count=2818 2100 718 is_linear=0 shrinkage=0.000439788 Tree=6091 num_leaves=4 num_cat=0 split_feature=0 47 13 split_gain=5.21851 4.64028 3.52127 threshold=-0.070894999999999986 0.087850000000000025 0.11441500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004458627953682392 0.0027868855585494426 -0.013044546505049506 0.016591801388951492 leaf_weight=89.40805480171548 36.112786500671064 17.5836322910327 12.502948544220997 leaf_count=1849 622 251 96 internal_value=0 -0.00251836 0.00634234 internal_weight=0 106.992 48.6157 internal_count=2818 2100 718 is_linear=0 shrinkage=0.0224292 Tree=6092 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=5.20841 7.27032 threshold=-0.14902499999999999 0.10330500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01485626198285415 0.0012164208156008453 -0.028647733918246342 leaf_weight=13.604747956851496 143.2299232749574 4.2026898071489986 leaf_count=91 2542 207 internal_value=0 0.000361519 internal_weight=0 147.433 internal_count=2840 2749 is_linear=0 shrinkage=0.0224292 Tree=6093 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=5.06674 7.17101 threshold=-0.14902499999999999 0.10330500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028312733396372727 2.0383562851111901e-05 -0.0005598294378546852 leaf_weight=13.708158754277973 145.55927043683187 4.2208645506470921 leaf_count=91 2542 207 internal_value=0 3.96366e-06 internal_weight=0 149.78 internal_count=2840 2749 is_linear=0 shrinkage=0.000439788 Tree=6094 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=5.04163 7.08177 threshold=-0.14902499999999999 0.10330500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028637012637486623 2.3541404407461403e-05 -0.00055696639295570768 leaf_weight=13.643804901745169 144.35574704192186 4.1632115490356219 leaf_count=91 2542 207 internal_value=0 7.1994e-06 internal_weight=0 148.519 internal_count=2840 2749 is_linear=0 shrinkage=0.000439788 Tree=6095 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=5.05295 7.14577 threshold=-0.14902499999999999 0.10330500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028521335832764732 2.2571725776683091e-05 -0.00055626802899705027 leaf_weight=13.677838068455456 144.8846005863852 4.2267392663343335 leaf_count=91 2542 207 internal_value=0 6.09471e-06 internal_weight=0 149.111 internal_count=2840 2749 is_linear=0 shrinkage=0.000439788 Tree=6096 num_leaves=4 num_cat=0 split_feature=457 1 16 split_gain=3.13447 4.24737 3.13816 threshold=0.083585000000000007 0.12856000000000004 0.0020050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9067993616028636e-05 6.3659451767032131e-05 0.00025086790323580461 0.00041103891600492628 leaf_weight=123.29830398521517 14.576914738398047 12.389597526984288 7.6678517352556801 leaf_count=2377 181 219 41 internal_value=0 5.61155e-06 0.000183652 internal_weight=0 135.688 22.2448 internal_count=2818 2596 222 is_linear=0 shrinkage=0.000439788 Tree=6097 num_leaves=4 num_cat=0 split_feature=457 1 16 split_gain=3.21718 4.57616 3.06839 threshold=0.083585000000000007 0.12856000000000004 0.0020050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7027220885853047e-05 4.0449704016062046e-05 0.00023393569941061019 0.00038474114485919768 leaf_weight=125.52494316680168 14.638552791468102 12.292783778131705 7.5941086323000482 leaf_count=2377 181 219 41 internal_value=0 -2.19375e-05 0.00015828 internal_weight=0 137.818 22.2327 internal_count=2818 2596 222 is_linear=0 shrinkage=0.000439788 Tree=6098 num_leaves=3 num_cat=0 split_feature=149 43 split_gain=3.04567 4.5172 threshold=0.086595000000000019 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0071378638485399973 -0.017877971416863567 -0.00084855720322267762 leaf_weight=56.613375144544989 3.9134685115132006 96.051786289433949 leaf_count=1091 56 1671 internal_value=0 0.0021136 internal_weight=0 152.665 internal_count=2818 2762 is_linear=0 shrinkage=0.0224292 Tree=6099 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.03291 4.04027 3.1536 threshold=-1.0000000180025095e-35 0.093255000000000018 -0.088579999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0057622779710390076 0.0014446995600957096 0.018722523655469656 -0.024084647660407067 leaf_weight=2.9208843665983295 142.01526436243512 7.1327315462331162 4.5191508661155231 leaf_count=77 2268 119 354 internal_value=0 0.00227327 -0.0123823 internal_weight=0 149.148 7.44004 internal_count=2818 2387 431 is_linear=0 shrinkage=0.0224292 Tree=6100 num_leaves=4 num_cat=0 split_feature=50 123 156 split_gain=3.9581 6.18465 4.59345 threshold=0.088385000000000005 0.083795000000000022 0.090135000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024086294794541285 -0.018746441860112272 0.021474232449317478 -0.012848918727585699 leaf_weight=130.73392374326068 10.809645100271153 2.3219164494366842 10.723111031285951 leaf_count=2040 493 26 252 internal_value=0 -0.0116138 0.00125046 internal_weight=0 13.1316 141.457 internal_count=2811 519 2292 is_linear=0 shrinkage=0.0224292 Tree=6101 num_leaves=4 num_cat=0 split_feature=4 52 0 split_gain=4.11874 4.82354 0.0607786 threshold=0.51014500000000018 0.18829500000000002 -0.07223499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9152815809253958e-06 0.00048275108135322002 -0.00034736489333901416 0.00036258902645379013 leaf_weight=146.19341679249192 2.2299428615369834 7.8587406621372784 1.970193140557966 leaf_count=2345 80 321 65 internal_value=0 -1.21476e-05 0.000428281 internal_weight=0 154.052 4.20014 internal_count=2811 2666 145 is_linear=0 shrinkage=0.000439788 Tree=6102 num_leaves=4 num_cat=0 split_feature=52 49 52 split_gain=4.0354 4.98864 4.57386 threshold=0.28251000000000009 -0.14902499999999999 0.62985000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028072192046788426 -0.00055595096271323057 -7.3657073018319157e-06 0.00027144095166258198 leaf_weight=12.682403503451495 4.8080345442285752 137.25665367730107 1.7513939309283157 leaf_count=81 235 2472 23 internal_value=0 1.70345e-05 -0.000334887 internal_weight=0 149.939 6.55943 internal_count=2811 2553 258 is_linear=0 shrinkage=0.000439788 Tree=6103 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=4.05741 6.42956 threshold=-0.14902499999999999 -0.085934999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023320815589257543 -0.00035727059564561847 6.8776298886380013e-06 leaf_weight=13.507114381136487 10.069843276520258 133.08568166983605 leaf_count=92 85 2634 internal_value=0 -1.87815e-05 internal_weight=0 143.156 internal_count=2811 2719 is_linear=0 shrinkage=0.000439788 Tree=6104 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=4.81957 10.0801 4.18897 threshold=0.077020000000000019 -0.084074999999999997 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031548667313857095 8.7776032371024082e-05 6.202897167529537e-05 -0.00021787435428795754 leaf_weight=24.111447549334116 92.870310330559732 31.57540099293692 9.5473693307139893 leaf_count=755 1166 712 252 internal_value=0 -0.000101481 5.9248e-05 internal_weight=0 55.6868 102.418 internal_count=2885 1467 1418 is_linear=0 shrinkage=0.000439788 Tree=6105 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=5.29574 9.6124 4.23137 threshold=0.077020000000000019 -0.084074999999999997 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031569916031432254 9.0350749220473775e-05 5.3209170932032951e-05 -0.00021683971812848807 leaf_weight=24.080312823934946 93.355488302651793 31.528911532484926 9.5425260599004087 leaf_count=755 1166 712 252 internal_value=0 -0.000106592 6.18277e-05 internal_weight=0 55.6092 102.898 internal_count=2885 1467 1418 is_linear=0 shrinkage=0.000439788 Tree=6106 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=5.4593 10.0586 4.50209 threshold=0.077020000000000019 -0.084074999999999997 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032184410168560959 9.1181706071058019e-05 5.4004065325884533e-05 -0.00022800962526396581 leaf_weight=24.325420667883009 92.409056634423905 31.702057652415533 9.3993254281813261 leaf_count=755 1166 712 252 internal_value=0 -0.000109232 6.16756e-05 internal_weight=0 56.0275 101.808 internal_count=2885 1467 1418 is_linear=0 shrinkage=0.000439788 Tree=6107 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=4.71583 9.99599 4.38418 threshold=0.077020000000000019 -0.084074999999999997 0.090505000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016105435361654551 0.004502636914150363 0.0032021682021913774 -0.011694874880199164 leaf_weight=23.790754294339422 91.075763507004012 31.109731755706889 9.2429467234469467 leaf_count=755 1166 712 252 internal_value=0 -0.00516734 0.00300832 internal_weight=0 54.9005 100.319 internal_count=2885 1467 1418 is_linear=0 shrinkage=0.0224292 Tree=6108 num_leaves=4 num_cat=0 split_feature=43 4 4 split_gain=4.09811 5.21836 0.341604 threshold=-0.27523999999999998 -0.50052499999999989 -0.050109999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0097906910857046472 -0.019741923816408595 0.0025502900149653933 -0.019195493575984587 leaf_weight=3.7825097603490576 5.4584179564844808 148.60490954777924 4.1557698263641205 leaf_count=75 106 2612 61 internal_value=0 0.00175814 -0.0147484 internal_weight=0 154.063 7.93828 internal_count=2854 2718 136 is_linear=0 shrinkage=0.0224292 Tree=6109 num_leaves=4 num_cat=0 split_feature=43 4 12 split_gain=3.9275 5.00247 1.20971 threshold=-0.27523999999999998 -0.50052499999999989 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047534278113046348 -0.019370852325367765 0.0024931813628008451 -0.02239038439457235 leaf_weight=3.5703388530528164 5.4387984543573102 148.59990485693925 4.3435539794518263 leaf_count=35 106 2612 101 internal_value=0 0.0017189 -0.0144641 internal_weight=0 154.039 7.91389 internal_count=2854 2718 136 is_linear=0 shrinkage=0.0224292 Tree=6110 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=3.83487 4.70903 threshold=-0.50052499999999989 -0.27523999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031325199515123351 -0.00031913602168808349 4.8512727979289608e-05 leaf_weight=6.455327561357989 7.0345485104262471 150.79651810133146 leaf_count=113 129 2612 internal_value=0 3.209e-05 internal_weight=0 157.831 internal_count=2854 2741 is_linear=0 shrinkage=0.000439788 Tree=6111 num_leaves=4 num_cat=0 split_feature=43 4 12 split_gain=3.72666 4.80604 1.20486 threshold=-0.27523999999999998 -0.50052499999999989 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7488860787194453e-05 -0.00037170839086861373 4.6807228616377715e-05 -0.00043206205647396785 leaf_weight=3.5910335052758446 5.4825474487151942 150.10216034794212 4.3414622704294743 leaf_count=35 106 2612 101 internal_value=0 3.20156e-05 -0.000276659 internal_weight=0 155.585 7.9325 internal_count=2854 2718 136 is_linear=0 shrinkage=0.000439788 Tree=6112 num_leaves=3 num_cat=0 split_feature=1447 0 split_gain=3.58409 3.33432 threshold=-0.086059999999999984 0.17491000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020669977741849192 -0.0019286435756018098 0.015554967365700263 leaf_weight=3.8302153583936152 141.96481231002326 5.6891056930471668 leaf_count=95 2710 37 internal_value=0 -0.00125308 internal_weight=0 147.654 internal_count=2842 2747 is_linear=0 shrinkage=0.0224292 Tree=6113 num_leaves=3 num_cat=0 split_feature=1447 50 split_gain=3.42745 3.85749 threshold=-0.086059999999999984 0.10030500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020218447314541369 -0.0021374669854604222 0.013181635209183289 leaf_weight=3.828374317228735 138.83245659239765 8.7739611398428661 leaf_count=95 2458 289 internal_value=0 -0.00122529 internal_weight=0 147.606 internal_count=2842 2747 is_linear=0 shrinkage=0.0224292 Tree=6114 num_leaves=4 num_cat=0 split_feature=403 50 159 split_gain=3.39913 4.22585 3.41387 threshold=-1.0000000180025095e-35 0.076980000000000007 0.08894500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018581503768601095 -0.0010774587333529098 0.011350938072312716 0.011833587371246313 leaf_weight=9.1193790634424641 124.55135543299548 15.453319137417564 2.3157267916249102 leaf_count=624 1782 400 36 internal_value=0 0.000295713 -0.0124127 internal_weight=0 140.005 11.4351 internal_count=2842 2182 660 is_linear=0 shrinkage=0.0224292 Tree=6115 num_leaves=4 num_cat=0 split_feature=0 43 13 split_gain=3.38036 6.25275 4.1066 threshold=-0.021574999999999997 -0.34140499999999996 0.11441500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054841583269278865 1.4802565964732983e-05 -2.5932935912539663e-05 0.00039476659555368157 leaf_weight=4.5772531644543042 18.375918099045524 122.57928669050307 7.8343860273016608 leaf_count=113 285 2389 55 internal_value=0 -4.48203e-05 0.00012858 internal_weight=0 127.157 26.2103 internal_count=2842 2502 340 is_linear=0 shrinkage=0.000439788 Tree=6116 num_leaves=4 num_cat=0 split_feature=1 13 11 split_gain=6.14273 5.12445 2.55854 threshold=0.10413000000000001 0.17850500000000002 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6935969137311115e-05 0.00014174568686986543 -0.00054318743698033656 -0.00017107833453152883 leaf_weight=102.85442830550164 41.242138784145936 4.5452659400325492 5.7467714287340632 leaf_count=2109 565 112 76 internal_value=0 -8.71844e-05 0.000103433 internal_weight=0 107.4 46.9889 internal_count=2862 2221 641 is_linear=0 shrinkage=0.000439788 Tree=6117 num_leaves=4 num_cat=0 split_feature=1 13 11 split_gain=6.0646 5.16512 2.56906 threshold=0.10413000000000001 0.17850500000000002 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5167336237862051e-05 0.00014266135036973635 -0.00054422573332203684 -0.00017115585807914719 leaf_weight=102.3846323042053 41.108151917695068 4.5278517360420656 5.7347534145228556 leaf_count=2109 565 112 76 internal_value=0 -8.55495e-05 0.000104188 internal_weight=0 106.912 46.8429 internal_count=2862 2221 641 is_linear=0 shrinkage=0.000439788 Tree=6118 num_leaves=4 num_cat=0 split_feature=1 13 11 split_gain=5.978 5.02179 2.5582 threshold=0.10413000000000001 0.17850500000000002 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.7545420538416335e-05 0.00012065346218209057 -0.00055373857411043521 -0.00019425217443608267 leaf_weight=103.41305051468225 40.252215886779595 4.6528818251681505 5.6777446609921745 leaf_count=2109 565 112 76 internal_value=0 -0.000107712 8.16611e-05 internal_weight=0 108.066 45.93 internal_count=2862 2221 641 is_linear=0 shrinkage=0.000439788 Tree=6119 num_leaves=4 num_cat=0 split_feature=1 13 11 split_gain=6.08879 5.08785 2.43521 threshold=0.10413000000000001 0.17850500000000002 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7483671237905906e-05 0.00014015245581870165 -0.00054261939457882983 -0.00016510043414913076 leaf_weight=102.46336393476304 40.979111311084125 4.5342612314125281 5.7493718545883885 leaf_count=2109 565 112 76 internal_value=0 -8.77118e-05 0.000102543 internal_weight=0 106.998 46.7285 internal_count=2862 2221 641 is_linear=0 shrinkage=0.000439788 Tree=6120 num_leaves=3 num_cat=0 split_feature=1373 456 split_gain=3.29844 3.25606 threshold=0.089210000000000025 0.087055000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2427759515316592e-06 -0.00040219151115991316 -0.00034635550585949921 leaf_weight=147.68485184082965 4.4472219338640562 5.6335224191425359 leaf_count=2653 42 139 internal_value=0 -1.87814e-05 internal_weight=0 153.318 internal_count=2834 2792 is_linear=0 shrinkage=0.000439788 Tree=6121 num_leaves=3 num_cat=0 split_feature=1373 456 split_gain=3.37368 3.41722 threshold=0.089210000000000025 0.087055000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00027593802246001338 -0.020880207984903826 -0.018242265246670997 leaf_weight=144.84983068307338 4.3726361305452874 5.5099909428390665 leaf_count=2653 42 139 internal_value=0 -0.000936553 internal_weight=0 150.36 internal_count=2834 2792 is_linear=0 shrinkage=0.0224292 Tree=6122 num_leaves=3 num_cat=0 split_feature=1373 456 split_gain=3.23478 3.27674 threshold=0.089210000000000025 0.087055000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00026975172488069251 -0.020470516726101042 -0.017888039950413211 leaf_weight=144.84877042078369 4.3606311269104472 5.4936360977153518 leaf_count=2653 42 139 internal_value=0 -0.000915728 internal_weight=0 150.342 internal_count=2834 2792 is_linear=0 shrinkage=0.0224292 Tree=6123 num_leaves=3 num_cat=0 split_feature=1373 43 split_gain=3.79553 2.83999 threshold=0.089490000000000014 -0.51323999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014752455046632994 -0.023747703575962752 -0.0014885399445801156 leaf_weight=5.6071140171261495 3.7240190007723859 145.34392570192358 leaf_count=46 39 2749 internal_value=0 -0.000883475 internal_weight=0 150.951 internal_count=2834 2795 is_linear=0 shrinkage=0.0224292 Tree=6124 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=4.88303 13.4895 9.546 threshold=-0.10575999999999998 0.085835000000000009 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011283158537349309 -0.0077918084229725848 -0.011646352559136167 0.012717539952709776 leaf_weight=38.293969905818813 77.657697902654036 19.44675672260928 13.366326836548977 leaf_count=343 2120 159 208 internal_value=0 0.00355933 -0.0047781 internal_weight=0 57.7407 91.024 internal_count=2830 502 2328 is_linear=0 shrinkage=0.0224292 Tree=6125 num_leaves=4 num_cat=0 split_feature=16 123 16 split_gain=4.72045 5.12089 0.943565 threshold=0.51434500000000016 1.0000000180025095e-35 0.54213000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021627790854352176 -0.03500627278872559 0.012512855879653402 -0.01357555709226691 leaf_weight=131.21548115891346 2.1969919009716241 13.141857399547005 2.0096778184597497 leaf_count=2440 50 238 102 internal_value=0 -0.000825275 -0.0248756 internal_weight=0 144.357 4.20667 internal_count=2830 2678 152 is_linear=0 shrinkage=0.0224292 Tree=6126 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=4.77072 12.6396 9.33524 threshold=-0.10575999999999998 0.085835000000000009 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021693591624186251 -0.00014875445884128289 -0.00021669442280151406 0.00024674248441292155 leaf_weight=38.413922821870074 78.594740825312329 19.629594614292728 13.51214315247489 leaf_count=343 2120 159 208 internal_value=0 7.02645e-05 -9.06957e-05 internal_weight=0 58.0435 92.1069 internal_count=2830 502 2328 is_linear=0 shrinkage=0.000439788 Tree=6127 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=4.89309 12.6601 9.11626 threshold=-0.10575999999999998 0.085835000000000009 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021744808711441889 -0.00014937763275963919 -0.00021612324586825883 0.00024154855927438159 leaf_weight=38.520527190004941 78.552037843459402 19.65798860360519 13.505754118814364 leaf_count=343 2120 159 208 internal_value=0 7.09255e-05 -9.19868e-05 internal_weight=0 58.1785 92.0578 internal_count=2830 502 2328 is_linear=0 shrinkage=0.000439788 Tree=6128 num_leaves=3 num_cat=0 split_feature=1373 12 split_gain=5.346 4.34447 threshold=0.085770000000000013 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010056510474795998 -0.00045442672114367599 -5.0939964887925182e-05 leaf_weight=66.415046994487057 4.7827528051566324 81.519405664999795 leaf_count=715 56 2034 internal_value=0 1.70823e-05 internal_weight=0 147.934 internal_count=2805 2749 is_linear=0 shrinkage=0.000439788 Tree=6129 num_leaves=3 num_cat=0 split_feature=1373 3 split_gain=5.54354 3.98237 threshold=0.085770000000000013 0.14813000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3862312915888764e-05 -0.023534051539238456 0.013774594988756722 leaf_weight=133.72255764034708 4.7256803269265211 11.469923503609605 leaf_count=2604 56 145 internal_value=0 0.0011026 internal_weight=0 145.192 internal_count=2805 2749 is_linear=0 shrinkage=0.0224292 Tree=6130 num_leaves=3 num_cat=0 split_feature=1373 12 split_gain=5.24785 4.34817 threshold=0.085770000000000013 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010451234055494278 -0.00044694836116327443 -4.7281365426033885e-05 leaf_weight=66.224896418018034 4.7691168069140977 81.270673529292253 leaf_count=715 56 2034 internal_value=0 2.08781e-05 internal_weight=0 147.496 internal_count=2805 2749 is_linear=0 shrinkage=0.000439788 Tree=6131 num_leaves=3 num_cat=0 split_feature=1373 12 split_gain=5.24871 4.08117 threshold=0.085770000000000013 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010363093448501924 -0.00044787841852595681 -4.3789098644871707e-05 leaf_weight=65.978872938459972 4.7171821515075854 80.757181438777479 leaf_count=715 56 2034 internal_value=0 2.25022e-05 internal_weight=0 146.736 internal_count=2805 2749 is_linear=0 shrinkage=0.000439788 Tree=6132 num_leaves=4 num_cat=0 split_feature=52 484 15 split_gain=4.70319 4.01237 1.63402 threshold=0.28251000000000009 0.084780000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001809331040014589 -0.028836538321340373 0.0089853411389699267 -0.0018927029204813721 leaf_weight=121.73372960234701 3.9978516991977804 20.176775018073386 1.5807039000064831 leaf_count=2273 148 307 104 internal_value=0 -0.000273547 -0.0212344 internal_weight=0 141.911 5.57856 internal_count=2832 2580 252 is_linear=0 shrinkage=0.0224292 Tree=6133 num_leaves=4 num_cat=0 split_feature=52 0 0 split_gain=4.45488 3.98829 1.51243 threshold=0.28251000000000009 0.17491000000000004 -0.14449499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1718636779327221e-05 -3.7810758084971796e-05 0.00036924246160366538 -0.00055622899259779332 leaf_weight=138.53871923276893 1.4656105983885934 4.7041381369926958 4.2432820526082642 leaf_count=2554 24 26 228 internal_value=0 -2.81751e-05 -0.000423708 internal_weight=0 143.243 5.70889 internal_count=2832 2580 252 is_linear=0 shrinkage=0.000439788 Tree=6134 num_leaves=4 num_cat=0 split_feature=52 0 15 split_gain=4.56417 3.83517 1.63739 threshold=0.28251000000000009 0.17491000000000004 0.037885000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.1120820249992722e-05 -0.00056055859185030808 0.00037851490460188276 -3.0327929773780759e-05 leaf_weight=139.5008118668411 4.0164306979568201 4.7854069911118122 1.5657731604878788 leaf_count=2554 150 26 102 internal_value=0 -7.81815e-06 -0.000412443 internal_weight=0 144.286 5.5822 internal_count=2832 2580 252 is_linear=0 shrinkage=0.000439788 Tree=6135 num_leaves=4 num_cat=0 split_feature=52 13 15 split_gain=4.55702 3.89413 1.61641 threshold=0.28251000000000009 -0.51961499999999983 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023318290657754242 -0.028741568766107426 0.00030748312527956504 -0.0018734628240822057 leaf_weight=3.5818987033562726 3.9231943567319822 138.37761834858975 1.5809543168579692 leaf_count=45 148 2535 104 internal_value=0 -0.000291694 -0.0210574 internal_weight=0 141.96 5.50415 internal_count=2832 2580 252 is_linear=0 shrinkage=0.0224292 Tree=6136 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=5.37129 5.80856 3.81 threshold=0.088030000000000011 -0.08255499999999999 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052753622530987828 0.0027472073927817934 -0.011041342477336376 -0.017480703048263831 leaf_weight=14.558608028703018 86.83708936903713 44.458405847472022 4.932462857104837 leaf_count=385 1363 986 87 internal_value=0 -0.00701585 0.00165658 internal_weight=0 59.017 91.7696 internal_count=2821 1371 1450 is_linear=0 shrinkage=0.0224292 Tree=6137 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=5.64495 5.35791 3.79592 threshold=0.088030000000000011 -0.08255499999999999 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1001254602472072e-05 5.5932689622573415e-05 -0.00021414882847593157 -0.00033719580271882152 leaf_weight=14.776949591832816 87.789866698360129 44.949059265374672 5.0032386131351805 leaf_count=385 1363 986 87 internal_value=0 -0.000138646 3.46709e-05 internal_weight=0 59.726 92.7931 internal_count=2821 1371 1450 is_linear=0 shrinkage=0.000439788 Tree=6138 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=5.14866 5.56168 3.65567 threshold=0.088030000000000011 -0.08255499999999999 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0051396635611213968 0.0026885944563672754 -0.010824086310792479 -0.01716800640337009 leaf_weight=14.577787358881322 86.824692299851449 44.335501897396171 4.9100671652122392 leaf_count=385 1363 986 87 internal_value=0 -0.00687355 0.00162243 internal_weight=0 58.9133 91.7348 internal_count=2821 1371 1450 is_linear=0 shrinkage=0.0224292 Tree=6139 num_leaves=4 num_cat=0 split_feature=2 4 11 split_gain=5.01875 5.18137 3.49368 threshold=0.088030000000000011 -0.08255499999999999 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5412498984804838e-05 5.3473256588442497e-05 -0.00020551594840803838 -0.00032632842906077402 leaf_weight=14.711109436218974 87.532113378038048 44.531187381537165 4.9303050959133534 leaf_count=385 1363 986 87 internal_value=0 -0.000130782 3.31582e-05 internal_weight=0 59.2423 92.4624 internal_count=2821 1371 1450 is_linear=0 shrinkage=0.000439788 Tree=6140 num_leaves=4 num_cat=0 split_feature=12 52 16 split_gain=4.49844 5.11722 4.49716 threshold=0.092355000000000007 0.11410000000000002 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.7219447079868399e-05 -5.9331365893000487e-05 -0.00056746359640099308 -0.00015958048433878762 leaf_weight=110.21779658334708 31.857659060697188 4.3395180569787035 16.387601663838723 leaf_count=1746 676 204 226 internal_value=0 -0.000120516 5.52548e-05 internal_weight=0 36.1972 126.605 internal_count=2852 880 1972 is_linear=0 shrinkage=0.000439788 Tree=6141 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=4.65579 6.17504 4.34778 threshold=0.092355000000000007 0.23993500000000004 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.74596886967362e-05 -0.00024015285695943775 0.00015985627759461903 -0.00015616688246059552 leaf_weight=109.6975969870291 25.50662611478765 10.533561743330209 16.250958030803304 leaf_count=1746 787 93 226 internal_value=0 -0.000123218 5.6006e-05 internal_weight=0 36.0402 125.949 internal_count=2852 880 1972 is_linear=0 shrinkage=0.000439788 Tree=6142 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=4.56909 6.04074 4.4247 threshold=0.092355000000000007 0.23993500000000004 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0044672493562814873 -0.012238500115357539 0.0080749332535642471 -0.0081280154178376522 leaf_weight=108.25586135498452 25.101919796979928 10.403770746546796 16.102467917458853 leaf_count=1746 787 93 226 internal_value=0 -0.00628518 0.00283536 internal_weight=0 35.5057 124.358 internal_count=2852 880 1972 is_linear=0 shrinkage=0.0224292 Tree=6143 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=4.45625 6.10577 4.3111 threshold=0.092355000000000007 0.23993500000000004 0.15990000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.4818331976126954e-05 -0.00023681834985508901 0.00016051112680363436 -0.00015700059794522452 leaf_weight=110.77081184572671 25.66812979671522 10.538258163607678 16.347668183341739 leaf_count=1746 787 93 226 internal_value=0 -0.000121148 5.37011e-05 internal_weight=0 36.2064 127.118 internal_count=2852 880 1972 is_linear=0 shrinkage=0.000439788 Tree=6144 num_leaves=4 num_cat=0 split_feature=52 457 52 split_gain=3.97287 5.41242 5.09048 threshold=-0.049384999999999991 -0.0034949999999999994 -0.0061599999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017436454807620419 -0.01940799870686517 0.0059939768894354296 -0.0017159015924975045 leaf_weight=5.4230158917489453 9.0182278641732392 56.005159676664334 86.444803188416699 leaf_count=88 218 801 1767 internal_value=0 0.00392071 -0.00339079 internal_weight=0 61.4282 95.463 internal_count=2874 889 1985 is_linear=0 shrinkage=0.0224292 Tree=6145 num_leaves=4 num_cat=0 split_feature=403 52 12 split_gain=3.99835 3.72384 0.261422 threshold=0.10150000000000002 0.16377000000000003 0.087535000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0269161057433539e-05 -0.00028315716979209453 -0.00024169956203609294 -0.00052196741497590566 leaf_weight=143.37085856291378 1.4636917410825834 11.30463370932557 2.62953458193806 leaf_count=2336 54 344 140 internal_value=0 1.09541e-06 -0.000438283 internal_weight=0 154.675 4.09323 internal_count=2874 2680 194 is_linear=0 shrinkage=0.000439788 Tree=6146 num_leaves=4 num_cat=0 split_feature=52 457 52 split_gain=3.76363 4.98972 4.94041 threshold=-0.049384999999999991 -0.0034949999999999994 -0.0061599999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003260070944778934 -0.00037312919915088804 0.00011175799872321274 -3.3133068935302375e-05 leaf_weight=5.5044642937136805 9.1068797981570224 57.096132660662988 87.793876998417545 leaf_count=88 218 801 1767 internal_value=0 7.31777e-05 -6.51536e-05 internal_weight=0 62.6006 96.9008 internal_count=2874 889 1985 is_linear=0 shrinkage=0.000439788 Tree=6147 num_leaves=4 num_cat=0 split_feature=403 52 12 split_gain=4.03486 3.83266 0.24422 threshold=0.10150000000000002 0.16377000000000003 0.087535000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1006047098629011e-05 -0.00028854362272530946 -0.00024347832913416783 -0.00051962102054159724 leaf_weight=144.42061041569104 1.4656347036070645 11.417070359901116 2.643352752114879 leaf_count=2336 54 344 140 internal_value=0 1.60179e-06 -0.000438914 internal_weight=0 155.838 4.10899 internal_count=2874 2680 194 is_linear=0 shrinkage=0.000439788 Tree=6148 num_leaves=4 num_cat=0 split_feature=1429 158 157 split_gain=4.69544 3.78649 0.443088 threshold=-1.0000000180025095e-35 0.084710000000000021 -0.07056999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017670206117200084 0.00090169100819716868 -0.013973288433256828 -0.03415737077253491 leaf_weight=1.6476355330160006 143.13316738760477 9.1407465092488547 1.7954118039342564 leaf_count=57 2417 313 87 internal_value=0 7.13122e-06 -0.0264086 internal_weight=0 152.274 3.44305 internal_count=2874 2730 144 is_linear=0 shrinkage=0.0224292 Tree=6149 num_leaves=4 num_cat=0 split_feature=1429 158 157 split_gain=4.63829 3.51863 0.450634 threshold=-1.0000000180025095e-35 0.084710000000000021 -0.07056999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034354656589976923 1.4883770641704159e-05 -0.0002630447291459921 -0.00066698343731425838 leaf_weight=1.6879590316893884 145.88883976420766 9.3574768327234761 1.8014450310729433 leaf_count=57 2417 313 87 internal_value=0 -1.89866e-06 -0.000513245 internal_weight=0 155.246 3.4894 internal_count=2874 2730 144 is_linear=0 shrinkage=0.000439788 Tree=6150 num_leaves=4 num_cat=0 split_feature=1429 3 157 split_gain=4.71164 3.58284 0.442862 threshold=-1.0000000180025095e-35 -0.15490999999999996 -0.07056999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034515215307634028 0.00021773482336218651 -2.0569326799908894e-05 -0.00066476143970672691 leaf_weight=1.6940540668983888 13.332726950087816 141.75142865812813 1.8225873663905066 leaf_count=57 143 2587 87 internal_value=0 -5.782e-08 -0.000513493 internal_weight=0 155.084 3.51664 internal_count=2874 2730 144 is_linear=0 shrinkage=0.000439788 Tree=6151 num_leaves=4 num_cat=0 split_feature=1429 158 157 split_gain=4.76278 3.55328 0.430891 threshold=-1.0000000180025095e-35 0.084710000000000021 -0.07056999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00034670028841242347 1.5647740576401979e-05 -0.00026308180031406098 -0.0006589545951802367 leaf_weight=1.7189432386730916 146.21584086317307 9.3965657851440465 1.8727398076443922 leaf_count=57 2417 313 87 internal_value=0 -1.21339e-06 -0.000512136 internal_weight=0 155.612 3.59168 internal_count=2874 2730 144 is_linear=0 shrinkage=0.000439788 Tree=6152 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.4733 5.34104 threshold=-1.0000000180025095e-35 0.088260000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023700792424073344 -0.0071287945803744299 0.0017208247137560572 leaf_weight=3.5540232850471503 55.943105486385321 88.654769408749416 leaf_count=95 1309 1430 internal_value=0 -0.00170347 internal_weight=0 144.598 internal_count=2834 2739 is_linear=0 shrinkage=0.0224292 Tree=6153 num_leaves=3 num_cat=0 split_feature=31 2 split_gain=4.34751 5.1165 threshold=-1.0000000180025095e-35 0.088260000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023599716489859431 -0.0069856403681341763 0.0016826596095635537 leaf_weight=3.4899946383957277 55.810960028695263 88.632712784623436 leaf_count=95 1309 1430 internal_value=0 -0.00166713 internal_weight=0 144.444 internal_count=2834 2739 is_linear=0 shrinkage=0.0224292 Tree=6154 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=4.19799 6.47838 3.68355 threshold=0.10060500000000001 0.11429000000000002 -0.24360499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010563992980700222 -0.00034436973019548234 0.00034422551948215475 0.00011078650124847269 leaf_weight=90.409041462851746 3.6784199224784961 6.6279776652809224 49.288452155306004 leaf_count=2064 27 32 711 internal_value=0 -7.48508e-05 7.90643e-05 internal_weight=0 97.037 52.9669 internal_count=2834 2096 738 is_linear=0 shrinkage=0.000439788 Tree=6155 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=3.74346 6.27912 3.61563 threshold=0.10060500000000001 0.11429000000000002 -0.24360499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005231017413284687 -0.017634619644920729 0.017455923175265769 0.0054367879149236761 leaf_weight=89.273200018848001 3.6589677878655484 6.5717097276356062 48.25565651411307 leaf_count=2064 27 32 711 internal_value=0 -0.0036723 0.00380482 internal_weight=0 95.8449 51.9146 internal_count=2834 2096 738 is_linear=0 shrinkage=0.0224292 Tree=6156 num_leaves=3 num_cat=0 split_feature=474 1456 split_gain=3.72147 3.44022 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023271200933373658 -0.018367810886485932 0.0022544976081659059 leaf_weight=3.0485221706912844 4.1665725394050233 146.76124017326219 leaf_count=110 270 2483 internal_value=0 0.00168294 internal_weight=0 150.928 internal_count=2863 2753 is_linear=0 shrinkage=0.0224292 Tree=6157 num_leaves=4 num_cat=0 split_feature=1456 155 160 split_gain=3.19808 3.31395 0.815645 threshold=-1.0000000180025095e-35 0.088505000000000014 0.058535000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049864494955313015 4.4584373842198584e-05 -0.00034731651755722708 -9.0809755695169084e-05 leaf_weight=2.7022067168800268 146.88977067473024 4.2763897043478201 1.4711861800460608 leaf_count=213 2414 173 63 internal_value=0 3.34553e-05 -0.000355945 internal_weight=0 151.166 4.17339 internal_count=2863 2587 276 is_linear=0 shrinkage=0.000439788 Tree=6158 num_leaves=4 num_cat=0 split_feature=52 1 0 split_gain=3.2562 3.60077 1.32852 threshold=-0.51296999999999993 0.10100500000000003 0.12007500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047890495883698702 -1.0896099604657232e-05 0.0001354486347434261 9.2433855832862668e-06 leaf_weight=3.4108090033987528 103.18161443206554 47.462115224712761 1.5717683599796144 leaf_count=164 1984 661 54 internal_value=0 3.52229e-05 -0.00032547 internal_weight=0 150.644 4.98258 internal_count=2863 2645 218 is_linear=0 shrinkage=0.000439788 Tree=6159 num_leaves=4 num_cat=0 split_feature=52 1 13 split_gain=3.37553 3.88491 1.29661 threshold=-0.51296999999999993 0.10100500000000003 0.090235000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047920452677614929 -1.4392124450626617e-05 0.00013712639773512619 2.0712210543859875e-06 leaf_weight=3.4962373472662867 103.56077902980905 47.831559706450207 1.5643391907215116 leaf_count=161 1984 661 57 internal_value=0 3.34906e-05 -0.000330983 internal_weight=0 151.392 5.06058 internal_count=2863 2645 218 is_linear=0 shrinkage=0.000439788 Tree=6160 num_leaves=3 num_cat=0 split_feature=13 402 split_gain=3.99326 3.72575 threshold=-0.51961499999999983 0.086255000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022156237882308763 0.0018322526414800483 -0.016274932905234858 leaf_weight=3.7918020519427946 141.11335932565271 5.9389393298479254 leaf_count=45 2507 313 internal_value=0 0.00109895 internal_weight=0 147.052 internal_count=2865 2820 is_linear=0 shrinkage=0.0224292 Tree=6161 num_leaves=4 num_cat=0 split_feature=402 13 3 split_gain=3.30315 3.80981 1.97514 threshold=0.086255000000000012 0.17850500000000002 -0.097454999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6773052419421128e-05 0.00013756393540872246 -0.00026407111804240159 -0.0004493805464518911 leaf_weight=139.44026877655415 1.4436675509132326 8.6273265747004171 4.6572000859450773 leaf_count=2426 42 126 271 internal_value=0 1.92122e-05 -0.000310494 internal_weight=0 148.068 6.10087 internal_count=2865 2552 313 is_linear=0 shrinkage=0.000439788 Tree=6162 num_leaves=3 num_cat=0 split_feature=13 402 split_gain=3.77652 3.58645 threshold=-0.51961499999999983 0.086255000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021431206891921323 0.0017863454524588397 -0.016055100836913114 leaf_weight=3.8314577791606999 141.1774257500183 5.8860667161570737 leaf_count=45 2507 313 internal_value=0 0.00107027 internal_weight=0 147.063 internal_count=2865 2820 is_linear=0 shrinkage=0.0224292 Tree=6163 num_leaves=3 num_cat=0 split_feature=13 402 split_gain=3.57688 3.45474 threshold=-0.51961499999999983 0.086255000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020749667448565861 0.0017462105400353166 -0.015841123280883291 leaf_weight=3.8687417079927391 141.18334424987188 5.832638162202783 leaf_count=45 2507 313 internal_value=0 0.00104649 internal_weight=0 147.016 internal_count=2865 2820 is_linear=0 shrinkage=0.0224292 Tree=6164 num_leaves=4 num_cat=0 split_feature=16 43 51 split_gain=4.14503 4.71979 1.05611 threshold=0.51434500000000016 -0.17307499999999998 -0.2661949999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01202313405750737 -0.034467215231961307 -0.0011388402762184991 -0.010932558597632858 leaf_weight=15.241433216389849 2.008142357160978 134.52446644099109 1.8695343807339657 leaf_count=187 62 2487 87 internal_value=0 0.000201994 -0.0232297 internal_weight=0 149.766 3.87768 internal_count=2823 2674 149 is_linear=0 shrinkage=0.0224292 Tree=6165 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=4.02629 4.22535 threshold=0.090240000000000015 0.51434500000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00081966554859698394 -0.022700173193261886 -0.022977650028455563 leaf_weight=145.80388955352464 3.9430797981331116 3.8335606452892526 leaf_count=2623 51 149 internal_value=0 0.000207149 internal_weight=0 149.637 internal_count=2823 2772 is_linear=0 shrinkage=0.0224292 Tree=6166 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=4.0829 4.41912 1.08738 threshold=0.51434500000000016 -0.17307499999999998 0.62919500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022936978338025264 -0.00065362216515938711 -1.7403512675401866e-05 -0.00018602056497724959 leaf_weight=15.606273898905782 2.161189441583701 137.92385217403353 1.7582197508600073 leaf_count=187 77 2487 72 internal_value=0 7.70629e-06 -0.000445778 internal_weight=0 153.53 3.91941 internal_count=2823 2674 149 is_linear=0 shrinkage=0.000439788 Tree=6167 num_leaves=4 num_cat=0 split_feature=16 42 16 split_gain=3.8751 4.52412 1.07665 threshold=0.51434500000000016 -0.088709999999999983 0.62919500000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012668594975444588 -0.033423654632598138 -0.0010210955430473318 -0.0093165107063733765 leaf_weight=13.311198082610643 2.0905962421820727 136.48748018382321 1.7052436218946239 leaf_count=326 77 2348 72 internal_value=0 0.000196838 -0.0226946 internal_weight=0 149.799 3.79584 internal_count=2823 2674 149 is_linear=0 shrinkage=0.0224292 Tree=6168 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=4.86608 4.62668 threshold=-0.080239999999999992 -0.016239999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038895670900254779 0.00017028791574051055 -1.6631135239949719e-05 leaf_weight=5.673242501448839 33.039918819107697 113.69252863341899 leaf_count=45 443 2300 internal_value=0 2.54743e-05 internal_weight=0 146.732 internal_count=2788 2743 is_linear=0 shrinkage=0.000439788 Tree=6169 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=5.07753 4.56916 threshold=-0.080239999999999992 -0.016239999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020365613039314365 0.0087030346858655815 -0.00083307035940536798 leaf_weight=5.6278620027005664 32.59839648414345 112.30226918781409 leaf_count=45 443 2300 internal_value=0 0.00131314 internal_weight=0 144.901 internal_count=2788 2743 is_linear=0 shrinkage=0.0224292 Tree=6170 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=4.84808 4.37361 threshold=-0.080239999999999992 -0.016239999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01988769440662274 0.0085208633203645318 -0.00081444067398252912 leaf_weight=5.6342281885445109 32.54951261667884 112.29512426894507 leaf_count=45 443 2300 internal_value=0 0.00128424 internal_weight=0 144.845 internal_count=2788 2743 is_linear=0 shrinkage=0.0224292 Tree=6171 num_leaves=3 num_cat=0 split_feature=1374 151 split_gain=4.62914 4.18621 threshold=-0.080239999999999992 -0.016239999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019421643360180367 0.0083420965028302967 -0.0007962265499949126 leaf_weight=5.6404130337759844 32.502278038387885 112.28815544913232 leaf_count=45 443 2300 internal_value=0 0.00125596 internal_weight=0 144.79 internal_count=2788 2743 is_linear=0 shrinkage=0.0224292 Tree=6172 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=3.82581 4.87943 4.72439 threshold=0.090445000000000011 -0.17479499999999998 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02441960996711158 -0.01433299954203641 0.0061786943545010034 -0.0013256792212953507 leaf_weight=4.7117332021152825 6.3728663492947808 66.979022668630932 76.862583630063455 leaf_count=156 113 910 1664 internal_value=0 0.00439336 -0.00266499 internal_weight=0 73.3519 81.5743 internal_count=2843 1023 1820 is_linear=0 shrinkage=0.0224292 Tree=6173 num_leaves=4 num_cat=0 split_feature=1 151 4 split_gain=3.83932 5.08364 4.57676 threshold=0.090445000000000011 -0.27559499999999998 -0.17479499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005071449810249496 -0.00026569001512387119 -7.349943944644017e-05 0.00011930063849896517 leaf_weight=3.0087029592832542 6.5286041635554275 79.340469050061074 68.070825812334078 leaf_count=42 113 1778 910 internal_value=0 -5.21724e-05 8.55486e-05 internal_weight=0 82.3492 74.5994 internal_count=2843 1820 1023 is_linear=0 shrinkage=0.000439788 Tree=6174 num_leaves=4 num_cat=0 split_feature=1 151 4 split_gain=4.39668 5.05654 4.89266 threshold=0.090445000000000011 -0.27559499999999998 -0.17479499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00049926639829813802 -0.00027487209033955897 -7.9359073274941342e-05 0.00012348982069252182 leaf_weight=3.0132734668732146 6.513813128694891 79.730899697293353 68.483130854918272 leaf_count=42 113 1778 910 internal_value=0 -5.81771e-05 8.88292e-05 internal_weight=0 82.7442 74.9969 internal_count=2843 1820 1023 is_linear=0 shrinkage=0.000439788 Tree=6175 num_leaves=4 num_cat=0 split_feature=1 151 4 split_gain=3.67189 5.07542 4.66276 threshold=0.090445000000000011 -0.27559499999999998 -0.17479499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.026001911959125854 -0.013998540745085131 -0.0037080765475442472 0.0060496369146703808 leaf_weight=2.9843127320345948 6.3753668451681724 78.526577987628116 66.929785838758107 leaf_count=42 113 1778 910 internal_value=0 -0.00261449 0.00430285 internal_weight=0 81.5109 73.3052 internal_count=2843 1820 1023 is_linear=0 shrinkage=0.0224292 Tree=6176 num_leaves=4 num_cat=0 split_feature=16 0 0 split_gain=4.87654 6.57426 5.18072 threshold=-0.15317999999999996 -0.23033499999999998 -0.1171 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.0966738922207312e-05 0.00028397404100131746 -6.1843397158321134e-05 0.00028738442804755802 leaf_weight=19.249524765356909 11.828951416769995 103.63930454808724 23.263201535504777 leaf_count=216 57 2313 245 internal_value=0 -2.63756e-05 0.000147818 internal_weight=0 115.468 42.5127 internal_count=2831 2370 461 is_linear=0 shrinkage=0.000439788 Tree=6177 num_leaves=4 num_cat=0 split_feature=16 48 0 split_gain=5.30629 7.73312 6.55782 threshold=-0.15317999999999996 0.083305000000000004 -0.23033499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025485967557903772 0.0002838162916552961 -0.00019331247674803925 -6.0023590131505638e-05 leaf_weight=33.594519927311921 11.932264472357927 9.5503038005554099 104.83318045146734 leaf_count=381 57 80 2313 internal_value=0 0.000155613 -2.48459e-05 internal_weight=0 43.1448 116.765 internal_count=2831 461 2370 is_linear=0 shrinkage=0.000439788 Tree=6178 num_leaves=4 num_cat=0 split_feature=16 48 0 split_gain=4.91698 7.69454 6.41265 threshold=-0.15317999999999996 0.083305000000000004 -0.23033499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024489769417927336 0.00027757462515553096 -0.00020457625128967636 -6.3922043945337375e-05 leaf_weight=33.196474438824225 11.81855200557038 9.4500193103449401 104.71040565205476 leaf_count=381 57 80 2313 internal_value=0 0.000145252 -2.92471e-05 internal_weight=0 42.6465 116.529 internal_count=2831 461 2370 is_linear=0 shrinkage=0.000439788 Tree=6179 num_leaves=4 num_cat=0 split_feature=16 48 0 split_gain=4.93917 7.93647 6.39304 threshold=-0.15317999999999996 0.083305000000000004 -0.23033499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024866679160637976 0.00027876856213823791 -0.00020816643417351317 -6.2645242369258853e-05 leaf_weight=33.119720413422328 11.792905461508779 9.4377150672371481 104.06280202723065 leaf_count=381 57 80 2313 internal_value=0 0.00014731 -2.78527e-05 internal_weight=0 42.5574 115.856 internal_count=2831 461 2370 is_linear=0 shrinkage=0.000439788 Tree=6180 num_leaves=4 num_cat=0 split_feature=49 2 11 split_gain=3.20353 5.60332 5.14902 threshold=-0.0019649999999999997 0.088915000000000008 0.079700000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016112096868160213 0.0037970009511388266 0.00060092269609110743 -0.01487507828861602 leaf_weight=14.690832304200738 98.576206503890717 32.139687750022858 8.0163846450159308 leaf_count=241 2116 319 156 internal_value=0 -0.00464642 0.00239034 internal_weight=0 46.8305 106.593 internal_count=2832 560 2272 is_linear=0 shrinkage=0.0224292 Tree=6181 num_leaves=4 num_cat=0 split_feature=0 48 4 split_gain=3.10962 5.53008 2.4873 threshold=-0.00189 -0.095559999999999992 -0.25530999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028265998212502266 0.0038020942873345422 -0.00023282397192384593 0.021880925500562726 leaf_weight=3.6202320009469977 14.749771048780532 129.85156240537253 5.1566369722422669 leaf_count=43 182 2505 102 internal_value=0 -0.000997118 0.00850179 internal_weight=0 133.472 19.9064 internal_count=2832 2548 284 is_linear=0 shrinkage=0.0224292 Tree=6182 num_leaves=4 num_cat=0 split_feature=49 2 42 split_gain=3.03084 5.37342 5.12548 threshold=-0.0019649999999999997 0.088915000000000008 0.101955 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01579044277664958 0.0038094898171160299 0.00060408244951294242 -0.013925885953195348 leaf_weight=14.622075623163253 97.604954279966478 32.119294027681462 8.9302526128012669 leaf_count=241 1970 319 302 internal_value=0 -0.00452896 0.0023206 internal_weight=0 46.7414 106.535 internal_count=2832 560 2272 is_linear=0 shrinkage=0.0224292 Tree=6183 num_leaves=4 num_cat=0 split_feature=0 48 4 split_gain=3.20138 5.20544 2.43595 threshold=-0.00189 -0.095559999999999992 -0.25530999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053700333841461933 7.7252715243347146e-05 -5.1586632876983691e-06 0.00042487276527543717 leaf_weight=3.6389452670700839 14.956877320772039 132.006330633365 5.2603453260380766 leaf_count=43 182 2505 102 internal_value=0 -1.95e-05 0.000168016 internal_weight=0 135.645 20.2172 internal_count=2832 2548 284 is_linear=0 shrinkage=0.000439788 Tree=6184 num_leaves=4 num_cat=0 split_feature=1 48 132 split_gain=6.03399 4.9641 4.30815 threshold=0.088975000000000012 0.092825000000000005 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0068457834926537097 0.0029391574429267881 0.010771494692844913 0.023245793088359785 leaf_weight=63.194007062254968 68.330370670126285 9.2023808564117626 5.6756810460647094 leaf_count=1567 961 145 98 internal_value=0 -0.00460418 0.00450211 internal_weight=0 72.3964 74.0061 internal_count=2771 1712 1059 is_linear=0 shrinkage=0.0224292 Tree=6185 num_leaves=4 num_cat=0 split_feature=1 48 132 split_gain=5.80365 5.58025 4.80253 threshold=0.085880000000000026 0.091545000000000015 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082442236391550381 0.0022587687663071596 0.0098718214154151444 0.022176492027872457 leaf_weight=51.4146979094985 77.937169045151677 10.243213058216496 6.5878289224929167 leaf_count=1430 1087 144 110 internal_value=0 -0.00523249 0.0038158 internal_weight=0 61.6579 84.525 internal_count=2771 1574 1197 is_linear=0 shrinkage=0.0224292 Tree=6186 num_leaves=4 num_cat=0 split_feature=1 3 132 split_gain=5.93143 4.66932 4.10654 threshold=0.088975000000000012 -0.15490999999999996 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025203856419521903 5.6019227802748677e-05 -0.00012684243557785753 0.00044568094942598315 leaf_weight=6.9365116840926921 69.203435952280415 65.965879329596646 5.6406481509911819 leaf_count=64 961 1648 98 internal_value=0 -9.07361e-05 8.54924e-05 internal_weight=0 72.9024 74.8441 internal_count=2771 1712 1059 is_linear=0 shrinkage=0.000439788 Tree=6187 num_leaves=4 num_cat=0 split_feature=1 3 131 split_gain=5.5679 4.72162 4.13385 threshold=0.088975000000000012 -0.15490999999999996 0.097135000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013164021647386932 0.0028021310026260372 -0.006302084120504421 0.022798740727712562 leaf_weight=6.9168058430368538 68.215473316318821 65.228155203622009 5.6118625386443446 leaf_count=64 955 1648 104 internal_value=0 -0.00443281 0.00432764 internal_weight=0 72.145 73.8273 internal_count=2771 1712 1059 is_linear=0 shrinkage=0.0224292 Tree=6188 num_leaves=4 num_cat=0 split_feature=4 454 4 split_gain=4.03643 6.24352 2.18817 threshold=0.28937500000000005 1.0000000180025095e-35 0.41346500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2489199279452033e-06 0.00047931083005536319 0.00045034028125343317 0.00013937473640193997 leaf_weight=133.81122771533046 5.1350300415942938 6.0913146019447586 12.747665747912832 leaf_count=2511 58 36 256 internal_value=0 1.56025e-05 0.000237395 internal_weight=0 139.903 17.8827 internal_count=2861 2547 314 is_linear=0 shrinkage=0.000439788 Tree=6189 num_leaves=4 num_cat=0 split_feature=4 454 4 split_gain=4.73058 6.11406 2.11081 threshold=0.28937500000000005 1.0000000180025095e-35 0.41346500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0614979800061e-05 0.00048083942016610768 0.00043821130623155816 0.00015094013037586715 leaf_weight=135.60255981746741 5.2680804959381957 6.1168150110170236 13.020737298968013 leaf_count=2511 58 36 256 internal_value=0 8.81343e-06 0.00024637 internal_weight=0 141.719 18.2888 internal_count=2861 2547 314 is_linear=0 shrinkage=0.000439788 Tree=6190 num_leaves=4 num_cat=0 split_feature=4 454 4 split_gain=3.77856 5.95023 2.22348 threshold=0.28937500000000005 1.0000000180025095e-35 0.41346500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016742339646564668 0.024433627841911457 0.022619735161803527 0.0067900744241089035 leaf_weight=132.17844940736904 5.0318726260156863 6.0085397805087259 12.535901628114514 leaf_count=2511 58 36 256 internal_value=0 0.000826378 0.0118647 internal_weight=0 138.187 17.5678 internal_count=2861 2547 314 is_linear=0 shrinkage=0.0224292 Tree=6191 num_leaves=4 num_cat=0 split_feature=4 454 4 split_gain=3.64981 5.72604 2.21005 threshold=0.28937500000000005 1.0000000180025095e-35 0.41346500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001636717860890536 0.024387230967017795 0.022259545388876204 0.0066601002630462466 leaf_weight=132.17608664674844 4.9295593216957085 5.9695724220946422 12.49473041135934 leaf_count=2511 58 36 256 internal_value=0 0.000808226 0.0116965 internal_weight=0 138.146 17.4243 internal_count=2861 2547 314 is_linear=0 shrinkage=0.0224292 Tree=6192 num_leaves=4 num_cat=0 split_feature=0 403 15 split_gain=4.79055 7.54292 4.77054 threshold=-0.10072999999999999 0.03138500000000001 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0070705738491926998 -0.0075473146813614007 0.011122696973526957 0.006658297899448766 leaf_weight=16.81138410087442 70.531046188298205 12.855124290588718 52.298476179799763 leaf_count=200 1975 261 390 internal_value=0 -0.00466719 0.00331764 internal_weight=0 83.3862 69.1099 internal_count=2826 2236 590 is_linear=0 shrinkage=0.0224292 Tree=6193 num_leaves=4 num_cat=0 split_feature=0 403 15 split_gain=4.98635 6.9989 4.49311 threshold=-0.10072999999999999 0.03138500000000001 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012769095330587594 -0.00014454704057475056 0.00020577381448217617 0.00013166320581350254 leaf_weight=17.080845700344071 71.413263294482022 13.027220645402847 52.850928480300354 leaf_count=200 1975 261 390 internal_value=0 -9.04663e-05 6.82984e-05 internal_weight=0 84.4405 69.9318 internal_count=2826 2236 590 is_linear=0 shrinkage=0.000439788 Tree=6194 num_leaves=4 num_cat=0 split_feature=0 50 15 split_gain=4.58537 4.98568 4.55748 threshold=-0.10072999999999999 0.067370000000000013 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0068944240396842061 -0.007029344676279913 0.0076375813522785658 0.0065197440006093035 leaf_weight=16.833551420771983 69.349721003061859 13.998509801276667 52.232636241809814 leaf_count=200 1743 493 390 internal_value=0 -0.00456482 0.0032493 internal_weight=0 83.3482 69.0662 internal_count=2826 2236 590 is_linear=0 shrinkage=0.0224292 Tree=6195 num_leaves=4 num_cat=0 split_feature=0 403 15 split_gain=4.61641 6.99243 4.32301 threshold=-0.10072999999999999 0.03138500000000001 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012839806585507362 -0.00014279930942492214 0.00020757434224108291 0.00012677926326424454 leaf_weight=16.977232217846904 71.266126607082697 13.013135279812557 52.519382525133551 leaf_count=200 1975 261 390 internal_value=0 -8.86651e-05 6.44242e-05 internal_weight=0 84.2793 69.4966 internal_count=2826 2236 590 is_linear=0 shrinkage=0.000439788 Tree=6196 num_leaves=4 num_cat=0 split_feature=1213 403 16 split_gain=4.40447 5.2839 0.0164248 threshold=-0.081269999999999995 0.092300000000000007 -0.0037499999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022638105475343 0.00010642044662031013 0.018907991851772239 -0.027561492727376281 leaf_weight=1.8774367248697674 143.87762554234359 7.9151868041080879 1.4490965845179733 leaf_count=249 2448 122 35 internal_value=0 0.00108908 -0.0249279 internal_weight=0 151.793 3.32653 internal_count=2854 2570 284 is_linear=0 shrinkage=0.0224292 Tree=6197 num_leaves=4 num_cat=0 split_feature=1213 403 16 split_gain=4.37866 4.78919 0.0136794 threshold=-0.081269999999999995 0.092300000000000007 -0.0037499999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044401947546856858 1.0396200233114045e-06 0.00034983918175211245 -0.00053655164559238469 leaf_weight=1.9138380120930381 145.99464034209086 8.0135619378852407 1.4485116849536996 leaf_count=249 2448 122 35 internal_value=0 1.92299e-05 -0.000486687 internal_weight=0 154.008 3.36235 internal_count=2854 2570 284 is_linear=0 shrinkage=0.000439788 Tree=6198 num_leaves=4 num_cat=0 split_feature=156 0 2 split_gain=4.36313 3.58614 1.2231 threshold=0.090040000000000023 -0.076734999999999984 0.11459000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00097815104259106221 -0.019185930229503916 0.0065182464611914428 -0.0018285451073458427 leaf_weight=97.54796903229726 6.8248063956852985 47.82924616659875 2.9171616481035016 leaf_count=1799 201 785 69 internal_value=0 0.0014887 -0.0140021 internal_weight=0 145.377 9.74197 internal_count=2854 2584 270 is_linear=0 shrinkage=0.0224292 Tree=6199 num_leaves=4 num_cat=0 split_feature=1213 403 16 split_gain=4.30255 4.76499 0.0125233 threshold=-0.081269999999999995 0.092300000000000007 -0.0037749999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044379180460979147 8.5669391486467954e-07 0.00034948596098733465 -0.0005354875273102177 leaf_weight=1.8649613794259496 145.41771700215031 7.9807247075950718 1.4412828609056294 leaf_count=248 2448 122 36 internal_value=0 1.90358e-05 -0.000486609 internal_weight=0 153.398 3.30624 internal_count=2854 2570 284 is_linear=0 shrinkage=0.000439788 Tree=6200 num_leaves=4 num_cat=0 split_feature=42 51 39 split_gain=5.98632 4.88856 3.27012 threshold=0.101955 0.13946500000000003 0.084475000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7541664865577813e-05 -0.00049621605993170159 -0.00042481579699994438 5.7858278696612575e-05 leaf_weight=142.65520791307063 6.6247456679702719 4.3483938154131456 2.980904461001046 leaf_count=2449 255 85 79 internal_value=0 3.35159e-05 -0.000324497 internal_weight=0 147.004 9.60565 internal_count=2868 2534 334 is_linear=0 shrinkage=0.000439788 Tree=6201 num_leaves=4 num_cat=0 split_feature=42 51 39 split_gain=5.96717 4.94396 3.29286 threshold=0.101955 0.13946500000000003 0.084475000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9275516178758433e-05 -0.00049598629813831603 -0.00042581775187268818 6.1609563807880807e-05 leaf_weight=141.78100515512779 6.5919109343667497 4.3479651121197085 2.9624818494776264 leaf_count=2449 255 85 79 internal_value=0 3.50857e-05 -0.000323317 internal_weight=0 146.129 9.55439 internal_count=2868 2534 334 is_linear=0 shrinkage=0.000439788 Tree=6202 num_leaves=4 num_cat=0 split_feature=42 51 39 split_gain=6.0158 4.89819 3.17629 threshold=0.101955 0.13946500000000003 0.084475000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025703466483121568 -0.025340717949572465 -0.021691773066751709 0.0028447654875622206 leaf_weight=140.51146989471454 6.4990333454916236 4.2956123192016085 2.9039274287060834 leaf_count=2449 255 85 79 internal_value=0 0.00184786 -0.016648 internal_weight=0 144.807 9.40296 internal_count=2868 2534 334 is_linear=0 shrinkage=0.0224292 Tree=6203 num_leaves=4 num_cat=0 split_feature=42 51 39 split_gain=5.7619 4.67942 3.16375 threshold=0.101955 0.13946500000000003 0.084475000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8259805071689605e-05 -0.00049195411963651203 -0.00041495312238459798 5.7872079275452181e-05 leaf_weight=141.884674930443 6.463154576282248 4.3283643433132957 2.9377599434228614 leaf_count=2449 255 85 79 internal_value=0 3.44949e-05 -0.000320366 internal_weight=0 146.213 9.40091 internal_count=2868 2534 334 is_linear=0 shrinkage=0.000439788 Tree=6204 num_leaves=4 num_cat=0 split_feature=160 52 2 split_gain=3.33606 3.48173 2.22904 threshold=-0.20907999999999996 0.26753000000000005 0.11508500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045129009582853187 -1.2197578453545892e-05 0.00039474437444942696 0.00015811193862822422 leaf_weight=5.2374574689529245 139.2837617565383 4.1696569945197544 1.479368779924698 leaf_count=266 2446 88 47 internal_value=0 -3.18336e-07 -0.000317003 internal_weight=0 143.453 6.71683 internal_count=2847 2534 313 is_linear=0 shrinkage=0.000439788 Tree=6205 num_leaves=4 num_cat=0 split_feature=160 52 2 split_gain=3.47894 3.48939 2.21846 threshold=-0.20907999999999996 0.26753000000000005 0.11508500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045430891658880545 -1.2448771006803657e-05 0.00039341379870101208 0.0001520036395205585 leaf_weight=5.3177217887423458 139.50491538464848 4.2019895687699309 1.4836516269133424 leaf_count=266 2446 88 47 internal_value=0 -5.30667e-07 -0.000321993 internal_weight=0 143.707 6.80137 internal_count=2847 2534 313 is_linear=0 shrinkage=0.000439788 Tree=6206 num_leaves=4 num_cat=0 split_feature=160 52 2 split_gain=3.31848 3.47999 2.30583 threshold=-0.20907999999999996 0.26753000000000005 0.11508500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045089542099037633 -1.3669070088666842e-05 0.00039018276826333504 0.0001610807402490585 leaf_weight=5.3229399499687124 140.48437105098856 4.2326692518545306 1.5216810667188836 leaf_count=266 2446 88 47 internal_value=0 -1.80734e-06 -0.000314773 internal_weight=0 144.717 6.84462 internal_count=2847 2534 313 is_linear=0 shrinkage=0.000439788 Tree=6207 num_leaves=4 num_cat=0 split_feature=160 484 2 split_gain=3.54011 3.28068 2.23999 threshold=-0.20907999999999996 -0.083139999999999992 0.11508500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045512067111773327 -0.00038230885434845162 1.1388425050385659e-05 0.000151500315328709 leaf_weight=5.3715408492425913 4.1982680566143236 139.71522929109051 1.4960637671756556 leaf_count=266 251 2283 47 internal_value=0 -1.45759e-07 -0.000322918 internal_weight=0 143.913 6.8676 internal_count=2847 2534 313 is_linear=0 shrinkage=0.000439788 Tree=6208 num_leaves=4 num_cat=0 split_feature=13 15 12 split_gain=4.03993 4.60799 4.56852 threshold=-0.094744999999999982 -0.088819999999999982 -0.079959999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2090507092613351e-05 0.00022674965885345746 0.00026517827199077016 -6.3240555788314254e-05 leaf_weight=11.592151881166503 11.568386423547052 20.334496367664542 112.74627918299302 leaf_count=166 214 197 2276 internal_value=0 0.000139116 -3.62242e-05 internal_weight=0 31.9266 124.315 internal_count=2853 363 2490 is_linear=0 shrinkage=0.000439788 Tree=6209 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=4.20845 4.78239 4.62168 threshold=-0.094744999999999982 0.0095750000000000019 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.9661716113509591e-05 -6.9204850764650078e-05 0.00019449378245905359 0.00026761111400982188 leaf_weight=11.625562212750081 109.38782573133722 15.124523434562432 20.397806219174527 leaf_count=166 2209 281 197 internal_value=0 -3.71485e-05 0.000141567 internal_weight=0 124.512 32.0234 internal_count=2853 2490 363 is_linear=0 shrinkage=0.000439788 Tree=6210 num_leaves=4 num_cat=0 split_feature=129 13 43 split_gain=4.00911 3.27887 2.52916 threshold=0.089775000000000008 -0.094744999999999982 -0.042649999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.007072988563250563 -0.0044326678624372878 -0.0010634003461440391 -0.037954351498808714 leaf_weight=31.52120108048257 2.3360683174978476 118.62954707366953 2.1887266633275422 leaf_count=360 77 2327 89 internal_value=0 0.000645357 -0.0207391 internal_weight=0 150.151 4.52479 internal_count=2853 2687 166 is_linear=0 shrinkage=0.0224292 Tree=6211 num_leaves=4 num_cat=0 split_feature=129 42 43 split_gain=3.86977 3.14298 2.50403 threshold=0.089775000000000008 0.10258000000000002 -0.042649999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0014954429552835229 -0.0043338492174834356 -0.011554504578031723 -0.037857357645139741 leaf_weight=140.16143599590941 2.3361776269157417 9.923858875728909 2.1456522297521579 leaf_count=2364 77 323 89 internal_value=0 0.000631201 -0.0204756 internal_weight=0 150.085 4.48183 internal_count=2853 2687 166 is_linear=0 shrinkage=0.0224292 Tree=6212 num_leaves=3 num_cat=0 split_feature=448 1456 split_gain=4.87474 4.98536 threshold=-0.083114999999999981 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024373752343039901 -0.02530251400216272 0.0021487872174803416 leaf_weight=3.7197431959211817 3.3839827239462457 151.20947632528259 leaf_count=54 255 2551 internal_value=0 0.00154484 internal_weight=0 154.593 internal_count=2860 2806 is_linear=0 shrinkage=0.0224292 Tree=6213 num_leaves=4 num_cat=0 split_feature=1456 448 0 split_gain=4.77094 3.78058 0.00691821 threshold=-1.0000000180025095e-35 -0.081394999999999981 -0.092184999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00054022057283558203 -0.00039088397504530265 3.7921292594651129e-05 -0.00045638986933046316 leaf_weight=1.4430231328005905 4.0634973084088406 153.45143608604121 2.012586017161083 leaf_count=51 54 2547 208 internal_value=0 2.68131e-05 -0.000494173 internal_weight=0 157.515 3.45561 internal_count=2860 2601 259 is_linear=0 shrinkage=0.000439788 Tree=6214 num_leaves=4 num_cat=0 split_feature=1456 394 0 split_gain=4.82193 3.65674 0.00559104 threshold=-1.0000000180025095e-35 -0.084129999999999996 -0.092184999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053871429417884473 -0.0003647034635118131 3.8573289107674051e-05 -0.00045714202782790823 leaf_weight=1.4417932183714586 4.457200958102475 152.84859584658261 2.0572130236723742 leaf_count=51 138 2463 208 internal_value=0 2.71037e-05 -0.000493496 internal_weight=0 157.306 3.49901 internal_count=2860 2601 259 is_linear=0 shrinkage=0.000439788 Tree=6215 num_leaves=4 num_cat=0 split_feature=1456 448 0 split_gain=4.70804 3.78313 0.00482108 threshold=-1.0000000180025095e-35 -0.081394999999999981 -0.09113499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02744690153702424 -0.019932906109929587 0.0020530376886621036 -0.023285500258445519 leaf_weight=1.4413972156471575 4.0236573342699549 150.92805938985839 1.9388590296002792 leaf_count=57 54 2547 202 internal_value=0 0.00147974 -0.0252042 internal_weight=0 154.952 3.38026 internal_count=2860 2601 259 is_linear=0 shrinkage=0.0224292 Tree=6216 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=4.3267 4.3618 threshold=-0.51745999999999992 0.098760000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046480051605481094 5.3417439678811758e-05 -0.00023266202752297719 leaf_weight=3.4373295574914655 142.65194602922202 11.092105746065497 leaf_count=193 2427 194 internal_value=0 3.27515e-05 internal_weight=0 153.744 internal_count=2814 2621 is_linear=0 shrinkage=0.000439788 Tree=6217 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=4.23462 4.36662 threshold=-0.51745999999999992 0.098760000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023697714547627192 0.0026727310482567409 -0.012007696133927008 leaf_weight=3.382549775808001 140.3882430365411 10.971895047288852 leaf_count=193 2427 194 internal_value=0 0.00160719 internal_weight=0 151.36 internal_count=2814 2621 is_linear=0 shrinkage=0.0224292 Tree=6218 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=4.27192 4.12538 threshold=-0.51745999999999992 0.098760000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046425073248980035 5.0997724818845426e-05 -0.00022716790119413696 leaf_weight=3.4277285487332838 142.18742270123767 11.099456249154171 leaf_count=193 2427 194 internal_value=0 3.08301e-05 internal_weight=0 153.287 internal_count=2814 2621 is_linear=0 shrinkage=0.000439788 Tree=6219 num_leaves=3 num_cat=0 split_feature=52 160 split_gain=4.26983 4.06696 threshold=-0.51745999999999992 0.098760000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046466630811668242 5.0214668504250658e-05 -0.00022573358132410462 leaf_weight=3.4293568059802046 142.21980448643808 11.120174097421112 leaf_count=193 2427 194 internal_value=0 3.01774e-05 internal_weight=0 153.34 internal_count=2814 2621 is_linear=0 shrinkage=0.000439788 Tree=6220 num_leaves=4 num_cat=0 split_feature=128 1365 2 split_gain=4.28891 4.17572 0.377962 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.087185000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6188168061778889e-05 -0.00050202749624377117 -0.0004050177879458232 -0.00022649181208378964 leaf_weight=144.76662971278711 2.8446798008808392 4.0598498398903748 1.5278826523572204 leaf_count=2562 136 60 74 internal_value=0 3.38293e-05 -0.000407152 internal_weight=0 148.826 4.37256 internal_count=2832 2622 210 is_linear=0 shrinkage=0.000439788 Tree=6221 num_leaves=4 num_cat=0 split_feature=128 1365 2 split_gain=4.34599 4.16034 0.389225 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.090205000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7117029171088596e-05 -0.00049892828544888267 -0.00040069676784832255 -0.0002210240086722972 leaf_weight=146.54454927209736 2.927065278083318 4.1065381661755955 1.5296555779495973 leaf_count=2562 149 60 61 internal_value=0 3.4861e-05 -0.000404894 internal_weight=0 150.651 4.45672 internal_count=2832 2622 210 is_linear=0 shrinkage=0.000439788 Tree=6222 num_leaves=4 num_cat=0 split_feature=128 1365 2 split_gain=4.26514 4.18802 0.374418 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.087210000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023656292315960776 -0.025630895895107478 -0.020741156675896662 -0.011526381867445149 leaf_weight=143.80356132242741 2.8270571405300862 4.0383420318830749 1.4948525008512659 leaf_count=2562 138 60 72 internal_value=0 0.00173186 -0.0208246 internal_weight=0 147.842 4.32191 internal_count=2832 2622 210 is_linear=0 shrinkage=0.0224292 Tree=6223 num_leaves=4 num_cat=0 split_feature=128 1365 2 split_gain=4.1288 4.02313 0.3774 threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.087210000000000024 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023126672167259883 -0.025543113768967524 -0.020400082718609606 -0.011322364525559979 leaf_weight=143.79802343668416 2.7738126842596094 4.0143622067989773 1.4880773263867011 leaf_count=2562 138 60 72 internal_value=0 0.00169327 -0.0206504 internal_weight=0 147.812 4.26189 internal_count=2832 2622 210 is_linear=0 shrinkage=0.0224292 Tree=6224 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=4.32835 4.0017 threshold=-0.51745999999999992 0.31481000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023678241530806651 0.00016946976658741331 0.013184262174238778 leaf_weight=3.558702006484963 139.31631060454674 12.974372880700683 leaf_count=200 2521 145 internal_value=0 0.00127978 internal_weight=0 152.291 internal_count=2866 2666 is_linear=0 shrinkage=0.0224292 Tree=6225 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=4.28127 3.96906 threshold=-0.51745999999999992 -0.38664499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046339539703912051 -0.00049586817774758022 3.4932691452151243e-05 leaf_weight=3.5244786394905523 2.75503576673509 152.92178192701977 leaf_count=200 152 2514 internal_value=0 2.54794e-05 internal_weight=0 155.677 internal_count=2866 2666 is_linear=0 shrinkage=0.000439788 Tree=6226 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=4.35931 3.90588 threshold=-0.51745999999999992 -0.38664499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046426584487504363 -0.00049751756833685398 3.2818129769951495e-05 leaf_weight=3.6097401383158276 2.7154886700300258 151.27209899925219 leaf_count=200 152 2514 internal_value=0 2.34054e-05 internal_weight=0 153.988 internal_count=2866 2666 is_linear=0 shrinkage=0.000439788 Tree=6227 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=4.39918 3.96872 threshold=-0.51745999999999992 0.31481000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046435693136650304 3.4630946158569618e-06 0.00025655804806737386 leaf_weight=3.6197916799428631 141.8516147570881 13.069808408145034 leaf_count=200 2521 145 internal_value=0 2.48442e-05 internal_weight=0 154.921 internal_count=2866 2666 is_linear=0 shrinkage=0.000439788 Tree=6228 num_leaves=3 num_cat=0 split_feature=4 1447 split_gain=3.64377 5.24621 threshold=0.51074000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045444718808803649 0.00042461747016472434 1.1685528033463029e-05 leaf_weight=4.8019470068902583 3.9355892310850313 149.01031826289545 leaf_count=260 130 2436 internal_value=0 -2.92151e-06 internal_weight=0 153.812 internal_count=2826 2696 is_linear=0 shrinkage=0.000439788 Tree=6229 num_leaves=3 num_cat=0 split_feature=4 1447 split_gain=3.5695 5.20971 threshold=0.51074000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045355681021872586 0.00042423836411167805 1.23576879314144e-05 leaf_weight=4.7722361490377798 3.8740410047175819 148.74826388301153 leaf_count=260 130 2436 internal_value=0 -2.18001e-06 internal_weight=0 153.521 internal_count=2826 2696 is_linear=0 shrinkage=0.000439788 Tree=6230 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=3.6863 7.70029 4.42492 threshold=-0.0061199999999999996 0.085880000000000026 -0.22495999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014034057024798053 0.023442231391296552 0.0014179126638898868 0.0024972619948580911 leaf_weight=22.451018377709261 5.4545337446033946 58.359122364432551 69.663619825696514 leaf_count=724 19 767 1316 internal_value=0 -0.00287732 0.0040237 internal_weight=0 80.8101 75.1182 internal_count=2826 1491 1335 is_linear=0 shrinkage=0.0224292 Tree=6231 num_leaves=3 num_cat=0 split_feature=4 1447 split_gain=3.57731 5.24815 threshold=0.51074000000000008 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045421524398997579 0.00042382681647832964 1.3262194020508577e-05 leaf_weight=4.7747569283383191 3.9072974991577203 149.42953740735538 leaf_count=260 130 2436 internal_value=0 -1.26713e-06 internal_weight=0 154.204 internal_count=2826 2696 is_linear=0 shrinkage=0.000439788 Tree=6232 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=5.21319 6.16965 threshold=0.11926500000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.02592997184223389 -0.01905716562846526 -0.00088369332170488502 leaf_weight=4.4350989998783907 7.6305165709054554 140.07609812004739 leaf_count=25 100 2764 internal_value=0 -5.74561e-05 internal_weight=0 144.511 internal_count=2889 2789 is_linear=0 shrinkage=0.0224292 Tree=6233 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=4.87785 6.18308 threshold=0.11926500000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00050640523672744258 -0.00036229845493539078 -1.9695840720034897e-05 leaf_weight=4.4366765355225644 7.7053532963036551 142.51959333264313 leaf_count=25 100 2764 internal_value=0 -3.74889e-06 internal_weight=0 146.956 internal_count=2889 2789 is_linear=0 shrinkage=0.000439788 Tree=6234 num_leaves=4 num_cat=0 split_feature=15 43 1 split_gain=4.28609 8.00733 5.83657 threshold=0.088420000000000012 -0.003375 0.095575000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013302399499760977 0.00033125948050103412 -0.00014253957038246179 6.0608673203487693e-05 leaf_weight=75.643252529240272 16.49275735268748 11.835700681316665 49.993567616562359 leaf_count=1502 402 268 717 internal_value=0 0.000133342 -5.59759e-05 internal_weight=0 28.3285 125.637 internal_count=2889 670 2219 is_linear=0 shrinkage=0.000439788 Tree=6235 num_leaves=3 num_cat=0 split_feature=47 475 split_gain=4.99623 4.37306 threshold=0.11926500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.010283510036815421 -0.018691465740087412 0.001428192567504735 leaf_weight=18.354592700074136 7.6034095949144094 126.19758668113718 leaf_count=456 100 2333 internal_value=0 -6.00688e-05 internal_weight=0 144.552 internal_count=2889 2789 is_linear=0 shrinkage=0.0224292 Tree=6236 num_leaves=4 num_cat=0 split_feature=160 160 12 split_gain=3.78021 5.00559 4.99057 threshold=0.084835000000000008 0.087260000000000018 0.084055000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033858480968911695 0.025519260394391303 0.0030998403424354901 -0.0056457808249512484 leaf_weight=62.150334588797705 6.2912823013030019 24.34562364636804 60.938072238310269 leaf_count=756 41 327 1708 internal_value=0 0.00771669 -0.00108567 internal_weight=0 30.6369 123.088 internal_count=2832 368 2464 is_linear=0 shrinkage=0.0224292 Tree=6237 num_leaves=4 num_cat=0 split_feature=160 12 160 split_gain=3.71307 4.9978 4.86589 threshold=0.084835000000000008 0.084055000000000005 0.087260000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3183596115817402e-05 0.00048917777342061448 -0.00011261722513413992 5.7511058422436294e-05 leaf_weight=63.068300334147352 6.3360315551981357 62.011837870304589 24.64005178293155 leaf_count=756 41 1708 327 internal_value=0 -2.39783e-05 0.000146054 internal_weight=0 125.08 30.9761 internal_count=2832 2464 368 is_linear=0 shrinkage=0.000439788 Tree=6238 num_leaves=4 num_cat=0 split_feature=457 39 151 split_gain=3.38705 4.76083 3.91273 threshold=0.079930000000000015 0.0047850000000000011 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024713003197421911 -0.0019432810185372002 0.010502154615331367 0.015876214564501324 leaf_weight=112.09763951298737 10.925242412660738 16.279399513165117 14.298834694345713 leaf_count=2335 142 259 96 internal_value=0 -0.000824829 0.00816247 internal_weight=0 128.377 25.2241 internal_count=2832 2594 238 is_linear=0 shrinkage=0.0224292 Tree=6239 num_leaves=4 num_cat=0 split_feature=160 160 12 split_gain=3.55004 4.82325 4.71029 threshold=0.084835000000000008 0.087260000000000018 0.084055000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032825235916800455 0.025018440659335468 0.0029501933058624385 -0.0054990090774077313 leaf_weight=62.076358700120181 6.2504089879803386 24.300654337261221 60.811641948017495 leaf_count=756 41 327 1708 internal_value=0 0.00747792 -0.00106323 internal_weight=0 30.5511 122.888 internal_count=2832 368 2464 is_linear=0 shrinkage=0.0224292 Tree=6240 num_leaves=4 num_cat=0 split_feature=52 133 3 split_gain=6.22278 9.79362 4.46537 threshold=0.11571500000000003 -0.032969999999999992 -0.10315499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013779174028349589 0.00051783337605916546 -0.00044665459691447835 -5.6985790156256388e-05 leaf_weight=29.132407712779241 2.3744933237321701 13.707219835596332 103.89458607816778 leaf_count=331 65 402 2090 internal_value=0 -0.000303801 -1.43166e-05 internal_weight=0 16.0817 133.027 internal_count=2888 467 2421 is_linear=0 shrinkage=0.000439788 Tree=6241 num_leaves=4 num_cat=0 split_feature=52 133 2 split_gain=5.89373 9.85448 4.51712 threshold=0.11571500000000003 -0.032969999999999992 0.10251500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6472503738704405e-05 0.00052476796807201219 -0.00044183648805312713 0.00011184390279182938 leaf_weight=93.841615781362634 2.3835490946294149 13.574838124077358 38.830914688747725 leaf_count=1823 65 402 598 internal_value=0 -0.00029701 -1.42738e-05 internal_weight=0 15.9584 132.673 internal_count=2888 467 2421 is_linear=0 shrinkage=0.000439788 Tree=6242 num_leaves=4 num_cat=0 split_feature=52 133 42 split_gain=5.99166 9.95031 4.38738 threshold=0.11571500000000003 -0.032969999999999992 0.085545000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.001613852950544967 0.026903314490020737 -0.022809096059555962 -0.0079094163232606395 leaf_weight=98.900476009403064 2.3677931117126709 13.439143452607821 32.258890492303181 leaf_count=1557 65 402 864 internal_value=0 -0.015339 -0.000729223 internal_weight=0 15.8069 131.159 internal_count=2888 467 2421 is_linear=0 shrinkage=0.0224292 Tree=6243 num_leaves=4 num_cat=0 split_feature=52 133 3 split_gain=5.76616 9.56767 4.23235 threshold=0.11571500000000003 -0.032969999999999992 -0.10315499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0068822874065070953 0.026465664205834481 -0.022427726412661216 -0.0028505803506555065 leaf_weight=28.782846417510882 2.3534415452013482 13.362317350693045 102.32591435004724 leaf_count=331 65 402 2090 internal_value=0 -0.0150827 -0.000713193 internal_weight=0 15.7158 131.109 internal_count=2888 467 2421 is_linear=0 shrinkage=0.0224292 Tree=6244 num_leaves=4 num_cat=0 split_feature=13 39 48 split_gain=5.84337 6.01362 4.12248 threshold=-0.09547499999999999 0.0047850000000000011 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028151866324660978 -8.1612727126249759e-05 0.00019516274204594761 -6.0418214210467611e-05 leaf_weight=21.370312935760015 102.33977817636332 17.809332914162951 10.002834020910084 leaf_count=236 2167 287 116 internal_value=0 -4.05627e-05 0.000172527 internal_weight=0 120.149 31.3731 internal_count=2806 2454 352 is_linear=0 shrinkage=0.000439788 Tree=6245 num_leaves=4 num_cat=0 split_feature=13 39 48 split_gain=5.13032 6.02301 4.15255 threshold=-0.09547499999999999 0.0047850000000000011 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027301109641790809 -7.8364131060668906e-05 0.00019903347024111906 -7.2165444901907183e-05 leaf_weight=21.201954547199424 101.82442707192968 17.763637733361975 9.869144585580214 leaf_count=236 2167 287 116 internal_value=0 -3.71342e-05 0.000163395 internal_weight=0 119.588 31.0711 internal_count=2806 2454 352 is_linear=0 shrinkage=0.000439788 Tree=6246 num_leaves=4 num_cat=0 split_feature=13 43 48 split_gain=4.84847 6.25862 4.3308 threshold=-0.09547499999999999 -0.062804999999999986 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013987363787666867 0.0039294496564391407 -0.0064645660286547311 -0.0041556484182302721 leaf_weight=20.871738234767694 52.996762920934998 64.704972457046097 9.6776053317589668 leaf_count=236 1188 1266 116 internal_value=0 -0.00178464 0.0082409 internal_weight=0 117.702 30.5493 internal_count=2806 2454 352 is_linear=0 shrinkage=0.0224292 Tree=6247 num_leaves=3 num_cat=0 split_feature=453 42 split_gain=4.64326 4.60776 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0084823793721719096 -0.019329587946919646 0.0027823174238182265 leaf_weight=21.501218407065608 5.8186060233856542 120.84355784933723 leaf_count=754 76 1976 internal_value=0 0.00107987 internal_weight=0 142.345 internal_count=2806 2730 is_linear=0 shrinkage=0.0224292 Tree=6248 num_leaves=4 num_cat=0 split_feature=0 43 13 split_gain=3.38379 7.48955 3.39526 threshold=-0.076734999999999984 -0.087574999999999986 -0.4706749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029406453204325241 0.00046409758088225062 1.8511155322766716e-05 6.7273236664197074e-05 leaf_weight=17.842699918153812 4.5327281490608575 87.23167147213826 49.905114125038381 leaf_count=400 24 1539 886 internal_value=0 -3.46112e-05 0.000100466 internal_weight=0 105.074 54.4378 internal_count=2849 1939 910 is_linear=0 shrinkage=0.000439788 Tree=6249 num_leaves=4 num_cat=0 split_feature=0 43 13 split_gain=3.48636 7.65716 3.34317 threshold=-0.076734999999999984 -0.087574999999999986 -0.4706749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01526377002802645 0.023820241824765914 0.0010150634532215613 0.0036146284128901968 leaf_weight=17.47904358174128 4.4821935372310682 85.861285791288537 48.732992892764742 leaf_count=400 24 1539 886 internal_value=0 -0.00174066 0.00532443 internal_weight=0 103.34 53.2152 internal_count=2849 1939 910 is_linear=0 shrinkage=0.0224292 Tree=6250 num_leaves=4 num_cat=0 split_feature=403 403 133 split_gain=3.313 4.08141 3.7507 threshold=0.092300000000000007 0.094340000000000021 -0.091614999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002870028165979568 0.00071918092394371617 8.1743183124189918e-05 1.4383153022489485e-05 leaf_weight=8.4480286684047297 2.7106220537098107 6.7598377134563634 140.66408517581658 leaf_count=258 7 223 2361 internal_value=0 0.00026527 -2.72659e-06 internal_weight=0 9.47046 149.112 internal_count=2849 230 2619 is_linear=0 shrinkage=0.000439788 Tree=6251 num_leaves=4 num_cat=0 split_feature=0 43 13 split_gain=3.78855 7.42441 3.18575 threshold=-0.076734999999999984 -0.087574999999999986 -0.4706749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029581207320882464 0.00046045882967333656 1.4719106292728026e-05 7.29401769472875e-05 leaf_weight=17.912957639524393 4.4504815338004837 87.815837804751936 50.232891767955152 leaf_count=400 24 1539 886 internal_value=0 -3.79361e-05 0.000104629 internal_weight=0 105.729 54.6834 internal_count=2849 1939 910 is_linear=0 shrinkage=0.000439788 Tree=6252 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=4.44145 7.42887 6.0565 threshold=0.092235000000000025 0.091465000000000005 0.091615000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.7526285290337032e-06 -0.00046642547388284645 0.00052689708465932341 1.3882790702570768e-05 leaf_weight=130.95414254450588 8.7797106199141144 5.538501133414683 12.004162484197876 leaf_count=2207 325 45 258 internal_value=0 2.88888e-05 -0.000189255 internal_weight=0 136.493 20.7839 internal_count=2835 2252 583 is_linear=0 shrinkage=0.000439788 Tree=6253 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=4.39682 7.58485 5.95333 threshold=0.092235000000000025 0.091465000000000005 0.091615000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00041796160625234342 -0.023718140960402836 0.027284852700502859 0.00076041730827086434 leaf_weight=129.0333488463184 8.6735394918359834 5.4929068858618839 11.757755527622065 leaf_count=2207 325 45 258 internal_value=0 0.00151869 -0.00964372 internal_weight=0 134.526 20.4313 internal_count=2835 2252 583 is_linear=0 shrinkage=0.0224292 Tree=6254 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=4.22425 7.28255 5.79588 threshold=0.092235000000000025 0.091465000000000005 0.091615000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040858883619503984 -0.023502976215367156 0.026787002677140705 0.00074346033233742748 leaf_weight=129.03327214980163 8.5581068657775194 5.4701181614072985 11.756643668690229 leaf_count=2207 325 45 258 internal_value=0 0.00148502 -0.00948345 internal_weight=0 134.503 20.3148 internal_count=2835 2252 583 is_linear=0 shrinkage=0.0224292 Tree=6255 num_leaves=4 num_cat=0 split_feature=42 42 1 split_gain=3.96337 6.94481 5.92994 threshold=0.092235000000000025 0.091465000000000005 0.091615000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4981700964905553e-06 -0.00045808271442853278 0.00051217398720492825 2.00381018001536e-05 leaf_weight=130.66038091165683 8.5730227658350504 5.476542724587488 12.054996075690722 leaf_count=2207 325 45 258 internal_value=0 2.78693e-05 -0.000178909 internal_weight=0 136.137 20.628 internal_count=2835 2252 583 is_linear=0 shrinkage=0.000439788 Tree=6256 num_leaves=4 num_cat=0 split_feature=0 4 3 split_gain=4.62146 7.51057 4.91664 threshold=-0.14920999999999998 0.014055000000000002 0.28833000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023052478463687551 -0.00089608524240309231 -3.7355922230413392e-05 0.023180865832313064 leaf_weight=12.535597278736534 111.35294160818739 16.517773510888219 4.4175945580936959 leaf_count=115 2450 162 102 internal_value=0 -0.00997626 2.63181e-05 internal_weight=0 29.0534 115.771 internal_count=2829 277 2552 is_linear=0 shrinkage=0.0224292 Tree=6257 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=4.42374 7.76065 5.80335 threshold=-0.14920999999999998 0.082705000000000015 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0037362484322692913 -0.0020020744507256495 -0.019721777295440737 0.012467400053409336 leaf_weight=12.318311955372339 99.466695140570664 16.695677260286175 16.198481936880853 leaf_count=159 2289 118 263 internal_value=0 -0.00976642 2.6045e-05 internal_weight=0 29.014 115.665 internal_count=2829 277 2552 is_linear=0 shrinkage=0.0224292 Tree=6258 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=4.23008 7.41509 5.55869 threshold=-0.14920999999999998 0.082705000000000015 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036570384178020248 -0.0019576478146733239 -0.019281028552989337 0.01221905401598437 leaf_weight=12.303431383916179 99.443101789711363 16.694743188796565 16.157858269754797 leaf_count=159 2289 118 263 internal_value=0 -0.00955279 2.55583e-05 internal_weight=0 28.9982 115.601 internal_count=2829 277 2552 is_linear=0 shrinkage=0.0224292 Tree=6259 num_leaves=4 num_cat=0 split_feature=0 4 48 split_gain=4.04488 7.17617 5.3239 threshold=-0.14920999999999998 0.014055000000000002 0.092825000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02220012911848741 -0.0019141947567232129 0.00033815792791457163 0.011974528461521812 leaf_weight=12.439647304709071 99.420139019708586 16.542986184824258 16.118838888331084 leaf_count=115 2289 162 263 internal_value=0 -0.00934375 2.50786e-05 internal_weight=0 28.9826 115.539 internal_count=2829 277 2552 is_linear=0 shrinkage=0.0224292 Tree=6260 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=4.30248 9.91773 6.19592 threshold=1.0000000180025095e-35 0.0060400000000000011 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012081058548833035 -0.013221699091116812 0.0080192803148373924 0.0053875143980672462 leaf_weight=31.937448228334688 9.9433408591430616 20.109873111970956 93.296766064071562 leaf_count=1109 154 314 1251 internal_value=0 -0.00431466 0.0035931 internal_weight=0 52.0473 103.24 internal_count=2828 1423 1405 is_linear=0 shrinkage=0.0224292 Tree=6261 num_leaves=3 num_cat=0 split_feature=150 3 split_gain=4.25048 4.26794 threshold=-0.20684999999999998 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021836890436310572 0.0073395926138016187 -0.001755338909010872 leaf_weight=4.7201368748210362 33.341910902861855 116.92967684476753 leaf_count=30 402 2396 internal_value=0 0.000263299 internal_weight=0 150.272 internal_count=2828 2798 is_linear=0 shrinkage=0.0224292 Tree=6262 num_leaves=4 num_cat=0 split_feature=1 16 4 split_gain=4.94241 10.0963 5.87223 threshold=1.0000000180025095e-35 0.0060400000000000011 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024338086034019355 -0.0002467883541677495 0.00015020220930004016 0.00010565999670641063 leaf_weight=32.831992010149406 10.093303255503995 20.438937679107767 95.468711635854561 leaf_count=1109 154 314 1251 internal_value=0 -9.23716e-05 7.19221e-05 internal_weight=0 53.2709 105.562 internal_count=2828 1423 1405 is_linear=0 shrinkage=0.000439788 Tree=6263 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=4.47519 9.7152 5.38806 threshold=1.0000000180025095e-35 0.0060400000000000011 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023653549664175624 4.5750827815362341e-05 0.0001515509989373034 0.00047432764659914773 leaf_weight=32.312950663275842 98.729776113003027 20.298922661189863 6.0009956940193652 leaf_count=1109 1296 314 109 internal_value=0 -8.68018e-05 7.03899e-05 internal_weight=0 52.6119 104.731 internal_count=2828 1423 1405 is_linear=0 shrinkage=0.000439788 Tree=6264 num_leaves=4 num_cat=0 split_feature=39 457 4 split_gain=3.67326 4.65862 2.27939 threshold=0.084950000000000012 0.082870000000000013 -0.029904999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6205483079770175e-05 0.00039964292898805886 0.00013636306581812531 5.6136068412346378e-05 leaf_weight=110.07767017489823 5.5064206966199007 21.771465019817697 11.562197710227336 leaf_count=2347 54 182 245 internal_value=0 -4.94396e-05 0.000167276 internal_weight=0 131.849 17.0686 internal_count=2828 2529 299 is_linear=0 shrinkage=0.000439788 Tree=6265 num_leaves=3 num_cat=0 split_feature=14 157 split_gain=3.53482 5.19419 threshold=0.077685000000000018 -0.07692499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0098140081835475478 -0.023439380983999294 -0.0024147979590331591 leaf_weight=20.345038100622332 3.4978429589536963 123.07826700616715 leaf_count=350 88 2390 internal_value=0 -0.000679029 internal_weight=0 143.423 internal_count=2828 2740 is_linear=0 shrinkage=0.0224292 Tree=6266 num_leaves=4 num_cat=0 split_feature=39 16 4 split_gain=3.51437 6.83905 2.29115 threshold=0.084950000000000012 0.10489000000000002 -0.029904999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019348695767804983 0.02042663514236253 -0.014191007710886721 0.0027326125769300469 leaf_weight=109.07644422250087 5.4142997628077891 20.910245619379566 11.440895606399861 leaf_count=2062 54 467 245 internal_value=0 -0.00244694 0.00843304 internal_weight=0 129.987 16.8552 internal_count=2828 2529 299 is_linear=0 shrinkage=0.0224292 Tree=6267 num_leaves=4 num_cat=0 split_feature=39 16 4 split_gain=3.37208 6.57454 2.24256 threshold=0.084950000000000012 0.10489000000000002 -0.029904999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018914991188169884 0.020267658649711823 -0.013941319910579703 0.0026732518999369828 leaf_weight=109.07526571071139 5.3354215119034079 20.808847796579357 11.433151072276813 leaf_count=2062 54 467 245 internal_value=0 -0.00239412 0.00828812 internal_weight=0 129.884 16.7686 internal_count=2828 2529 299 is_linear=0 shrinkage=0.0224292 Tree=6268 num_leaves=4 num_cat=0 split_feature=131 13 51 split_gain=3.39792 4.06087 2.84286 threshold=0.088495000000000004 -0.095244999999999982 -0.21717499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0082335168259430949 0.010976172538788602 -0.00099132887465176343 -0.016204508041831163 leaf_weight=30.92967585567385 2.3722237867768845 107.00777999628917 10.231455731118329 leaf_count=314 37 2067 366 internal_value=0 0.00107801 -0.0110798 internal_weight=0 137.937 12.6037 internal_count=2784 2381 403 is_linear=0 shrinkage=0.0224292 Tree=6269 num_leaves=3 num_cat=0 split_feature=52 4 split_gain=3.50116 3.04782 threshold=-0.51745999999999992 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046396716522562379 -3.6068998408347312e-07 0.00038628144422089779 leaf_weight=3.0556963980634455 145.36361625941936 4.0341503177478435 leaf_count=186 2473 125 internal_value=0 1.01277e-05 internal_weight=0 149.398 internal_count=2784 2598 is_linear=0 shrinkage=0.000439788 Tree=6270 num_leaves=4 num_cat=0 split_feature=131 13 51 split_gain=3.25744 3.89494 2.73173 threshold=0.088495000000000004 -0.095244999999999982 -0.21717499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0080709237120208527 0.010717204040565533 -0.00097097149352560759 -0.015918703232467215 leaf_weight=30.861988105316414 2.3767260956228702 107.02760233669687 10.182727100123882 leaf_count=314 37 2067 366 internal_value=0 0.00105359 -0.0108696 internal_weight=0 137.89 12.5595 internal_count=2784 2381 403 is_linear=0 shrinkage=0.0224292 Tree=6271 num_leaves=3 num_cat=0 split_feature=52 4 split_gain=3.36805 2.89669 threshold=-0.51745999999999992 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023626392877771036 1.2118608148132803e-05 0.019563618664351381 leaf_weight=2.9425047344557234 143.48428997472365 3.8970994066621634 leaf_count=186 2473 125 internal_value=0 0.000531572 internal_weight=0 147.381 internal_count=2784 2598 is_linear=0 shrinkage=0.0224292 Tree=6272 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=4.01197 4.21509 2.07489 threshold=0.13062500000000002 0.10852500000000001 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00072326043990176268 0.026961602350446846 -0.017931999734803764 0.0070195507186635595 leaf_weight=129.54534401575438 3.8001375473104408 6.3745974092744282 8.4594005558756162 leaf_count=2423 122 192 101 internal_value=0 -0.00015406 0.0132334 internal_weight=0 135.92 12.2595 internal_count=2838 2615 223 is_linear=0 shrinkage=0.0224292 Tree=6273 num_leaves=4 num_cat=0 split_feature=13 13 42 split_gain=4.10308 5.3678 3.0694 threshold=-0.098749999999999991 -0.033899999999999993 0.083995000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024611550267079012 -0.00016356723358375335 4.1430552929056309e-05 -6.8674987942991778e-05 leaf_weight=22.402933028264673 34.8901689977356 84.500170791892742 8.1656863619136839 leaf_count=200 1272 1247 119 internal_value=0 -1.84938e-05 0.000162036 internal_weight=0 119.39 30.5686 internal_count=2838 2519 319 is_linear=0 shrinkage=0.000439788 Tree=6274 num_leaves=4 num_cat=0 split_feature=1 12 13 split_gain=3.86144 4.04326 2.04941 threshold=0.13062500000000002 0.10852500000000001 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00070644151750197219 0.026802395520999354 -0.017596372937593304 0.0068698603585575285 leaf_weight=129.57574700786427 3.7395659943285855 6.3512705938992431 8.4479621423233748 leaf_count=2423 122 192 101 internal_value=0 -0.000151119 0.0130182 internal_weight=0 135.927 12.1875 internal_count=2838 2615 223 is_linear=0 shrinkage=0.0224292 Tree=6275 num_leaves=4 num_cat=0 split_feature=13 13 42 split_gain=4.01551 5.72406 3.03428 threshold=-0.098749999999999991 -0.033899999999999993 0.083995000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024162889831464679 -0.00017001175374226524 4.077104093393357e-05 -7.1325238995591694e-05 leaf_weight=22.275023171358047 35.277905194954656 84.730205140713224 8.1846303736238024 leaf_count=200 1272 1247 119 internal_value=0 -2.12084e-05 0.000157545 internal_weight=0 120.008 30.4597 internal_count=2838 2519 319 is_linear=0 shrinkage=0.000439788 Tree=6276 num_leaves=4 num_cat=0 split_feature=156 14 474 split_gain=4.27401 3.62535 2.89251 threshold=0.091280000000000014 -0.13131999999999996 0.089095000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015696264292977845 -0.026227019514455507 0.0029421113413803466 -0.00060395788175358705 leaf_weight=5.435844787862151 4.5475916610157565 139.94179012255699 4.3081909071770497 leaf_count=73 157 2521 89 internal_value=0 0.00224323 -0.0137899 internal_weight=0 145.378 8.85578 internal_count=2840 2594 246 is_linear=0 shrinkage=0.0224292 Tree=6277 num_leaves=4 num_cat=0 split_feature=156 14 474 split_gain=4.10441 3.46359 2.81496 threshold=0.091280000000000014 -0.13131999999999996 0.089095000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015336940440010502 -0.02593720972058992 0.0028760483088208773 -0.00059043722701489882 leaf_weight=5.4388346982013891 4.4960656619077763 139.94577430410936 4.308439539920073 leaf_count=73 157 2521 89 internal_value=0 0.00219278 -0.013562 internal_weight=0 145.385 8.80451 internal_count=2840 2594 246 is_linear=0 shrinkage=0.0224292 Tree=6278 num_leaves=4 num_cat=0 split_feature=156 33 474 split_gain=3.94102 3.45798 2.73821 threshold=0.091280000000000014 -1.0000000180025095e-35 0.089095000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018981130194764408 -0.025643511709544826 0.0027094558759454229 -0.00057721944827384037 leaf_weight=3.7777136510703704 4.4463463196880166 141.6142489994636 4.3086834858986549 leaf_count=39 157 2555 89 internal_value=0 0.00214345 -0.0133355 internal_weight=0 145.392 8.75503 internal_count=2840 2594 246 is_linear=0 shrinkage=0.0224292 Tree=6279 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=3.6099 5.0775 threshold=0.12879500000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.5735804979215312e-05 -0.00024768435769930775 -0.00039981549756364245 leaf_weight=141.62399966084922 8.8984471332223603 4.8768367381526323 leaf_count=2463 96 281 internal_value=0 4.05209e-05 internal_weight=0 146.501 internal_count=2840 2744 is_linear=0 shrinkage=0.000439788 Tree=6280 num_leaves=4 num_cat=0 split_feature=16 13 0 split_gain=5.396 7.7175 4.47789 threshold=-0.0058299999999999992 -0.084024999999999975 -0.22745499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9425678782185984e-05 0.00054836054227956794 -0.00020932886290747339 4.0718100856771291e-05 leaf_weight=34.464490903643309 3.5662240069359532 51.571550056061824 53.753596395166824 leaf_count=690 10 1227 924 internal_value=0 -0.000101681 7.24738e-05 internal_weight=0 86.036 57.3198 internal_count=2851 1917 934 is_linear=0 shrinkage=0.000439788 Tree=6281 num_leaves=4 num_cat=0 split_feature=16 13 16 split_gain=5.26316 7.6413 2.99429 threshold=-0.0058299999999999992 -0.084024999999999975 0.06763000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0744036512629264e-05 0.0001807492176287459 -0.00020706873550850954 -2.1012259728838454e-05 leaf_weight=34.358619087019179 26.467238615878159 51.434882608682528 30.728532081411686 leaf_count=690 380 1227 554 internal_value=0 -9.98253e-05 7.23816e-05 internal_weight=0 85.7935 57.1958 internal_count=2851 1917 934 is_linear=0 shrinkage=0.000439788 Tree=6282 num_leaves=4 num_cat=0 split_feature=16 13 0 split_gain=5.15009 7.59006 4.69776 threshold=-0.0058299999999999992 -0.084024999999999975 -0.22745499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9088370467375792e-05 0.00055277302826924177 -0.0002064900819765746 3.7034371851647881e-05 leaf_weight=34.742659333816846 3.6279718009755006 51.869523498735361 53.988575435883831 leaf_count=690 10 1227 924 internal_value=0 -9.99693e-05 6.96815e-05 internal_weight=0 86.6122 57.6165 internal_count=2851 1917 934 is_linear=0 shrinkage=0.000439788 Tree=6283 num_leaves=4 num_cat=0 split_feature=16 13 0 split_gain=5.34572 7.63535 4.52458 threshold=-0.0058299999999999992 -0.084024999999999975 -0.22745499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030599941122060928 0.028067044936431602 -0.010646603409741801 0.0020752298248697594 leaf_weight=34.077338900126051 3.5781043283641329 51.065164449351869 53.247177124823793 leaf_count=690 10 1227 924 internal_value=0 -0.00516123 0.00372073 internal_weight=0 85.1425 56.8253 internal_count=2851 1917 934 is_linear=0 shrinkage=0.0224292 Tree=6284 num_leaves=4 num_cat=0 split_feature=42 1 15 split_gain=4.66698 3.83062 3.68298 threshold=0.098480000000000026 0.12220000000000002 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0064010737078031895 -0.020667430571805846 0.012273092249523939 0.003622986860767034 leaf_weight=21.779445666092215 8.119641469238557 2.2578180550481184 119.66292591732054 leaf_count=374 309 62 2090 internal_value=0 -0.0134912 0.00207882 internal_weight=0 10.3775 141.442 internal_count=2835 371 2464 is_linear=0 shrinkage=0.0224292 Tree=6285 num_leaves=4 num_cat=0 split_feature=42 2 448 split_gain=4.4189 3.91638 3.32622 threshold=0.098480000000000026 0.12173500000000002 -0.083779999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036407877787206217 -0.00043094386697317591 0.0001550290465921368 5.0251981800825322e-05 leaf_weight=3.8320330578135318 7.3691769728320633 3.1334881572984159 139.5125455028101 leaf_count=53 275 96 2411 internal_value=0 -0.000256154 3.91287e-05 internal_weight=0 10.5027 143.345 internal_count=2835 371 2464 is_linear=0 shrinkage=0.000439788 Tree=6286 num_leaves=4 num_cat=0 split_feature=42 2 15 split_gain=4.48705 3.80749 3.51341 threshold=0.098480000000000026 0.12173500000000002 -0.11532999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0062472058308763821 -0.022126869587638848 0.0077064258068816442 0.003538750375478929 leaf_weight=21.802617842738982 7.2439844833570515 3.0468706995015964 119.69815330834172 leaf_count=374 275 96 2090 internal_value=0 -0.013296 0.00203028 internal_weight=0 10.2909 141.501 internal_count=2835 371 2464 is_linear=0 shrinkage=0.0224292 Tree=6287 num_leaves=4 num_cat=0 split_feature=42 1 448 split_gain=4.15175 3.8106 3.34988 threshold=0.098480000000000026 0.12220000000000002 -0.083779999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036881470641578218 -0.00039346987144192635 0.00024510908313871935 4.7484364591432784e-05 leaf_weight=3.8223945447243741 8.08226213850139 2.3122025476768604 139.7398160183584 leaf_count=53 309 62 2411 internal_value=0 -0.000251232 3.63527e-05 internal_weight=0 10.3945 143.562 internal_count=2835 371 2464 is_linear=0 shrinkage=0.000439788 Tree=6288 num_leaves=3 num_cat=0 split_feature=147 9 split_gain=3.23203 5.58651 threshold=0.088565000000000019 0.083710000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037751380118573885 0.012400842635783435 -0.021249590623907858 leaf_weight=128.7331835070836 9.0585173793951963 6.7724476180737829 leaf_count=2585 116 81 internal_value=0 -0.00142353 internal_weight=0 135.506 internal_count=2782 2666 is_linear=0 shrinkage=0.0224292 Tree=6289 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=3.43582 8.87693 5.2123 threshold=0.077020000000000019 -0.084804999999999978 -0.00096999999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032842357255377793 0.00015112161083751392 4.6890583003649304e-05 -5.4944155969518213e-05 leaf_weight=20.149816571563861 43.916294155424112 30.795672180647671 51.637449978734367 leaf_count=660 830 753 539 internal_value=0 -0.00010162 3.97745e-05 internal_weight=0 50.9455 95.5537 internal_count=2782 1413 1369 is_linear=0 shrinkage=0.000439788 Tree=6290 num_leaves=4 num_cat=0 split_feature=1 0 13 split_gain=3.16147 8.84923 5.13727 threshold=0.077020000000000019 -0.084804999999999978 -0.00096999999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016685363590430151 0.0075917245932979769 0.0025258180198075159 -0.0029257407769406564 leaf_weight=19.934975405125442 43.046816246627714 30.487666897046438 51.052350225916598 leaf_count=660 830 753 539 internal_value=0 -0.00507291 0.00188617 internal_weight=0 50.4226 94.0992 internal_count=2782 1413 1369 is_linear=0 shrinkage=0.0224292 Tree=6291 num_leaves=4 num_cat=0 split_feature=1 0 147 split_gain=3.35197 8.64699 3.99374 threshold=0.077020000000000019 -0.084804999999999978 0.088565000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032620326784059232 1.0944880470081166e-05 4.4660591146071631e-05 0.00033192255331899057 leaf_weight=20.017742914449627 86.99052634468535 30.920484900343581 8.1857322241994535 leaf_count=660 1272 753 97 internal_value=0 -0.000101149 3.86119e-05 internal_weight=0 50.9382 95.1763 internal_count=2782 1413 1369 is_linear=0 shrinkage=0.000439788 Tree=6292 num_leaves=4 num_cat=0 split_feature=47 0 50 split_gain=4.24752 11.6333 4.50043 threshold=0.087235000000000021 -0.074274999999999994 0.10124500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029938022271652283 -0.020538964885959278 0.010592293132250389 -0.016971410399149723 leaf_weight=122.75655751980958 14.988856268930251 10.088595907785928 5.9364478611605582 leaf_count=2242 236 115 281 internal_value=0 -0.00801641 0.00207045 internal_weight=0 25.0775 128.693 internal_count=2874 351 2523 is_linear=0 shrinkage=0.0224292 Tree=6293 num_leaves=4 num_cat=0 split_feature=15 47 13 split_gain=4.68083 7.19233 5.05515 threshold=-0.095724999999999991 0.087235000000000021 -0.09547499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010559718617209834 0.012417532577336557 -0.019721579015731017 0.00038191443577325354 leaf_weight=22.50534158264054 21.446643895236775 13.333888964582 96.394452138585621 leaf_count=432 218 172 2052 internal_value=0 -0.00668064 0.00257401 internal_weight=0 35.8392 117.841 internal_count=2874 604 2270 is_linear=0 shrinkage=0.0224292 Tree=6294 num_leaves=4 num_cat=0 split_feature=15 47 474 split_gain=4.4762 6.88517 4.15078 threshold=-0.095724999999999991 0.087235000000000021 0.087350000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010324434019603026 0.0036153887614193995 -0.019305467555572216 -0.013625889027208187 leaf_weight=22.502411855792161 110.29155320362042 13.316387307859257 7.4836785511288317 leaf_count=432 2064 172 206 internal_value=0 -0.00653486 0.00251781 internal_weight=0 35.8188 117.775 internal_count=2874 604 2270 is_linear=0 shrinkage=0.0224292 Tree=6295 num_leaves=4 num_cat=0 split_feature=15 47 13 split_gain=3.99055 6.54113 5.05262 threshold=-0.095724999999999991 0.087235000000000021 -0.09547499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2817553680796258e-05 0.00023816101025112764 -0.00036390035383287447 3.5158161541494317e-06 leaf_weight=22.842900149553316 21.677310047438368 13.414213133917654 97.566578382899024 leaf_count=432 218 172 2052 internal_value=0 -0.000120374 4.62032e-05 internal_weight=0 36.2571 119.244 internal_count=2874 604 2270 is_linear=0 shrinkage=0.000439788 Tree=6296 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=4.72328 3.71704 threshold=-0.40775499999999992 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026644401727040655 0.0021054707604120132 -0.019204566028866103 leaf_weight=3.043362438940675 144.07172190883648 4.2198581255361196 leaf_count=107 2654 96 internal_value=0 0.00149667 internal_weight=0 148.292 internal_count=2857 2750 is_linear=0 shrinkage=0.0224292 Tree=6297 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=4.59702 3.57349 threshold=-0.40775499999999992 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0265618259102815 0.0020582626421169299 -0.018905391688879492 leaf_weight=2.9850679945811853 144.0710488079385 4.1911211253755019 leaf_count=107 2654 96 internal_value=0 0.0014633 internal_weight=0 148.262 internal_count=2857 2750 is_linear=0 shrinkage=0.0224292 Tree=6298 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=4.58566 3.67633 threshold=-0.40775499999999992 0.13535500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051939712042919418 1.0514189711920357e-05 0.00030850254894723743 leaf_weight=3.008111315109999 142.191319238289 8.4665065224398841 leaf_count=107 2573 177 internal_value=0 2.72972e-05 internal_weight=0 150.658 internal_count=2857 2750 is_linear=0 shrinkage=0.000439788 Tree=6299 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=4.47422 3.50413 threshold=-0.40775499999999992 0.13535500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026479060542205952 0.00058838844094381631 0.01556643428011773 leaf_weight=2.9282161797891595 139.97324594702513 8.3061288111784943 leaf_count=107 2573 177 internal_value=0 0.00142931 internal_weight=0 148.279 internal_count=2857 2750 is_linear=0 shrinkage=0.0224292 Tree=6300 num_leaves=4 num_cat=0 split_feature=16 43 13 split_gain=5.59674 7.54817 4.72407 threshold=0.22339500000000004 0.15300500000000003 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01121290586989444 -0.016306490964492385 0.018835760232524982 0.00093576381952139719 leaf_weight=28.451916103018448 16.153722899158314 3.779644562455359 107.32476134470198 leaf_count=353 377 29 2147 internal_value=0 -0.00963138 0.00309061 internal_weight=0 19.9334 135.777 internal_count=2906 406 2500 is_linear=0 shrinkage=0.0224292 Tree=6301 num_leaves=4 num_cat=0 split_feature=16 43 13 split_gain=5.63642 7.18514 4.55357 threshold=0.22339500000000004 0.15300500000000003 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021465527742826603 -0.0003153641427395262 0.0003556968543013062 1.7912981319314762e-05 leaf_weight=28.740721210589982 16.43140708698775 3.7818341642559963 108.96476660091867 leaf_count=353 377 29 2147 internal_value=0 -0.000189594 5.89994e-05 internal_weight=0 20.2132 137.705 internal_count=2906 406 2500 is_linear=0 shrinkage=0.000439788 Tree=6302 num_leaves=4 num_cat=0 split_feature=16 43 13 split_gain=5.36516 7.23914 4.53321 threshold=0.22339500000000004 0.15300500000000003 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010994043741686181 -0.015998539549913326 0.018505170762407618 0.00091430347729652326 leaf_weight=28.36126496749057 16.097439985118402 3.7587641035934203 107.36123961753037 leaf_count=353 377 29 2147 internal_value=0 -0.00945551 0.00302187 internal_weight=0 19.8562 135.723 internal_count=2906 406 2500 is_linear=0 shrinkage=0.0224292 Tree=6303 num_leaves=4 num_cat=0 split_feature=16 43 13 split_gain=5.64352 8.62421 3.61201 threshold=0.26411500000000004 0.15300500000000003 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018576295716350087 -0.00043268527800300211 0.00034215973090668227 1.5125534235270185e-05 leaf_weight=30.411951924514142 10.891098403211798 3.7115808163944157 113.43193582105232 leaf_count=365 323 29 2189 internal_value=0 -0.000235552 5.12221e-05 internal_weight=0 14.6027 143.844 internal_count=2906 352 2554 is_linear=0 shrinkage=0.000439788 Tree=6304 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=4.01426 5.9469 5.30095 threshold=0.082085000000000019 -1.0000000180025095e-35 0.13982000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.6179605645524257e-05 -0.00025259617178324632 0.00022702216038967033 0.00043997534103928698 leaf_weight=111.86994735937333 6.1438578546658382 26.52695503103314 4.3069771463051429 leaf_count=2443 140 247 22 internal_value=0 0.000136733 -3.77166e-05 internal_weight=0 32.6708 116.177 internal_count=2852 387 2465 is_linear=0 shrinkage=0.000439788 Tree=6305 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=3.77589 5.93787 5.3792 threshold=0.082085000000000019 -1.0000000180025095e-35 0.13982000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029008001828748314 -0.013275696267893296 0.011421386460663421 0.022674646042177157 leaf_weight=109.65885513996182 6.0153054418769889 26.013941371726105 4.2803313578478983 leaf_count=2443 140 247 22 internal_value=0 0.00677796 -0.00193637 internal_weight=0 32.0292 113.939 internal_count=2852 387 2465 is_linear=0 shrinkage=0.0224292 Tree=6306 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=3.74137 5.73515 5.29967 threshold=0.082085000000000019 -1.0000000180025095e-35 0.13982000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.7631819980701446e-05 -0.00025210244084519437 0.00022006360761754596 0.00044056243592904549 leaf_weight=111.03492573883341 6.1277932876546393 26.13200455342303 4.2704473035410038 leaf_count=2443 140 247 22 internal_value=0 0.000130279 -3.91108e-05 internal_weight=0 32.2598 115.305 internal_count=2852 387 2465 is_linear=0 shrinkage=0.000439788 Tree=6307 num_leaves=3 num_cat=0 split_feature=47 1 split_gain=3.70727 4.16407 threshold=0.11926500000000002 0.10413000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014474673664862845 -0.015472353409753789 0.0075262099514746602 leaf_weight=103.70283391823614 7.3987218002439468 34.703530244441936 leaf_count=2197 101 554 internal_value=0 0.000803289 internal_weight=0 138.406 internal_count=2852 2751 is_linear=0 shrinkage=0.0224292 Tree=6308 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=3.53945 3.07119 threshold=0.09309000000000002 0.078015000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.4883434432285423e-05 -0.00040336423011014152 7.6264357161241202e-05 leaf_weight=55.002494706328434 3.7639727166388175 92.746043979699607 leaf_count=1450 53 1301 internal_value=0 2.74411e-05 internal_weight=0 147.749 internal_count=2804 2751 is_linear=0 shrinkage=0.000439788 Tree=6309 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=3.57347 2.86981 threshold=0.09309000000000002 0.078015000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0026555505189416275 -0.020752930323120644 0.0038412971628336936 leaf_weight=54.500494586438435 3.7310012164525679 91.777473390553496 leaf_count=1450 53 1301 internal_value=0 0.00142066 internal_weight=0 146.278 internal_count=2804 2751 is_linear=0 shrinkage=0.0224292 Tree=6310 num_leaves=3 num_cat=0 split_feature=456 1 split_gain=3.37638 2.82241 threshold=-0.030409999999999996 0.078015000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003678433137014206 -5.235313043153623e-05 7.3279550160231839e-05 leaf_weight=4.2960766360629341 54.88444864862322 93.449689206579933 leaf_count=63 1438 1303 internal_value=0 2.6794e-05 internal_weight=0 148.334 internal_count=2804 2741 is_linear=0 shrinkage=0.000439788 Tree=6311 num_leaves=3 num_cat=0 split_feature=456 0 split_gain=3.48016 2.73804 threshold=-0.030409999999999996 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037386738686397716 -1.8762799296609447e-05 0.00010627815917168046 leaf_weight=4.3130449745804063 94.462525968679984 52.781153483665548 leaf_count=63 1780 961 internal_value=0 2.60675e-05 internal_weight=0 147.244 internal_count=2804 2741 is_linear=0 shrinkage=0.000439788 Tree=6312 num_leaves=4 num_cat=0 split_feature=50 48 48 split_gain=6.00789 5.15276 4.65053 threshold=0.086500000000000007 0.13077000000000003 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.8698046710410178e-05 -0.00042885824952882784 0.00028263443130440802 -0.00036286885224482394 leaf_weight=134.99426030868199 9.8774773043296573 2.443392294459044 5.5086214884649953 leaf_count=2255 507 27 53 internal_value=0 -0.000287541 3.25149e-05 internal_weight=0 12.3209 140.503 internal_count=2842 534 2308 is_linear=0 shrinkage=0.000439788 Tree=6313 num_leaves=4 num_cat=0 split_feature=457 484 457 split_gain=3.80841 3.90049 3.17552 threshold=-0.0034949999999999994 -0.0048899999999999994 -0.15747999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.7047633633067749e-05 -0.00025056409820568186 4.8191678983583347e-05 -0.00038805640853755617 leaf_weight=4.0990693056955925 9.0171211405977356 130.82283319573617 8.0390980473312066 leaf_count=38 366 2243 195 internal_value=0 2.88958e-05 -0.000227729 internal_weight=0 139.84 12.1382 internal_count=2842 2609 233 is_linear=0 shrinkage=0.000439788 Tree=6314 num_leaves=4 num_cat=0 split_feature=50 48 48 split_gain=5.94316 4.99418 4.8307 threshold=0.086500000000000007 0.13077000000000003 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025619789020279097 -0.021933694202358151 0.014261709632212875 -0.018899202494805124 leaf_weight=132.77904121731262 9.6123432396998378 2.3803269347408778 5.4756692223163546 leaf_count=2255 507 27 53 internal_value=0 -0.0147383 0.0017095 internal_weight=0 11.9927 138.255 internal_count=2842 534 2308 is_linear=0 shrinkage=0.0224292 Tree=6315 num_leaves=4 num_cat=0 split_feature=50 48 48 split_gain=6.00026 4.96688 4.43801 threshold=0.086500000000000007 0.13077000000000003 0.12933000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.7624202624915527e-05 -0.00042804294783552936 0.00027159166538876059 -0.0003530173572446803 leaf_weight=134.81587525087525 9.8270069640821003 2.4371460066176942 5.5495524602010837 leaf_count=2255 507 27 53 internal_value=0 -0.000288805 3.17384e-05 internal_weight=0 12.2642 140.365 internal_count=2842 534 2308 is_linear=0 shrinkage=0.000439788 Tree=6316 num_leaves=4 num_cat=0 split_feature=133 1447 13 split_gain=5.13423 4.23387 0.229126 threshold=-0.26577499999999993 -1.0000000180025095e-35 -0.11157499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032941532131800656 -0.019372691347279355 0.0027476021769678215 -0.020462624970924912 leaf_weight=1.4442268218699612 4.4654338025356983 148.54765027628673 1.8620284653952683 leaf_count=31 271 2450 134 internal_value=0 0.00209972 -0.0260714 internal_weight=0 153.013 3.30626 internal_count=2886 2721 165 is_linear=0 shrinkage=0.0224292 Tree=6317 num_leaves=4 num_cat=0 split_feature=133 1447 2 split_gain=4.97645 4.07825 0.217954 threshold=-0.26577499999999993 -1.0000000180025095e-35 0.083585000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032587684160350371 -0.019125699965414793 0.002686141311436744 -0.020315094297985406 leaf_weight=1.436864650138886 4.4223883593149358 148.53902751112037 1.8191133108120991 leaf_count=37 271 2450 128 internal_value=0 0.00205321 -0.0258894 internal_weight=0 152.961 3.25598 internal_count=2886 2721 165 is_linear=0 shrinkage=0.0224292 Tree=6318 num_leaves=4 num_cat=0 split_feature=133 1456 13 split_gain=4.82356 4.09945 0.204253 threshold=-0.26577499999999993 -1.0000000180025095e-35 -0.10722999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.031947785180376186 -0.020670221636355224 0.0026020604081450484 -0.019996827739425991 leaf_weight=1.4904338856431425 3.8887104359237119 149.02279678140621 1.7161215208761849 leaf_count=34 255 2466 131 internal_value=0 0.00200771 -0.0257079 internal_weight=0 152.912 3.20656 internal_count=2886 2721 165 is_linear=0 shrinkage=0.0224292 Tree=6319 num_leaves=4 num_cat=0 split_feature=133 1447 0 split_gain=4.6465 3.97705 0.196584 threshold=-0.26577499999999993 -1.0000000180025095e-35 -0.10646499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00061820720028117854 -0.00037198071453253936 5.0371901603847722e-05 -0.00038740502860950502 leaf_weight=1.4656966107868359 4.4209448400870306 149.94047535023856 1.7230890678329149 leaf_count=27 271 2450 138 internal_value=0 3.82311e-05 -0.000496539 internal_weight=0 154.361 3.18879 internal_count=2886 2721 165 is_linear=0 shrinkage=0.000439788 Tree=6320 num_leaves=4 num_cat=0 split_feature=52 159 13 split_gain=5.22652 11.1767 4.62476 threshold=0.11571500000000003 -0.22563499999999997 -0.15314999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027486164409583412 0.00030137743540242464 -0.00047780920353090799 2.5393370410159856e-05 leaf_weight=16.283675729908282 5.3900445475046572 10.411602124491763 121.46754963733838 leaf_count=171 167 285 2198 internal_value=0 -0.000211981 5.49172e-05 internal_weight=0 15.8016 137.751 internal_count=2821 452 2369 is_linear=0 shrinkage=0.000439788 Tree=6321 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=5.01517 8.29207 5.07524 threshold=0.11571500000000003 0.41222000000000009 -0.15314999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028217330822813636 -0.00046044933215957728 0.00019523054209891438 2.2724808071972862e-05 leaf_weight=16.550814948626794 9.6713457094592723 6.0515115630914798 121.64250879121391 leaf_count=171 263 189 2198 internal_value=0 -0.000208156 5.38325e-05 internal_weight=0 15.7229 138.193 internal_count=2821 452 2369 is_linear=0 shrinkage=0.000439788 Tree=6322 num_leaves=4 num_cat=0 split_feature=3 1213 15 split_gain=4.04091 4.05897 3.31167 threshold=-0.10600999999999998 -1.0000000180025095e-35 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024843259228907882 -0.00043229612862597341 7.7631356291944159e-06 -0.00011121937718110451 leaf_weight=23.601300783935589 4.1783583715805426 118.58370972104967 6.2533592210384077 leaf_count=255 398 2058 110 internal_value=0 -7.27971e-06 0.000173077 internal_weight=0 122.762 29.8547 internal_count=2821 2456 365 is_linear=0 shrinkage=0.000439788 Tree=6323 num_leaves=4 num_cat=0 split_feature=52 159 13 split_gain=5.11963 11.1925 4.58298 threshold=0.11571500000000003 -0.22563499999999997 -0.15314999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027446395856961091 0.0003023631629583894 -0.00047871425854917733 2.5452448676010272e-05 leaf_weight=16.195758596673841 5.3933700603738535 10.295209237854577 120.81001889091567 leaf_count=171 167 285 2198 internal_value=0 -0.000210157 5.49228e-05 internal_weight=0 15.6886 137.006 internal_count=2821 452 2369 is_linear=0 shrinkage=0.000439788 Tree=6324 num_leaves=3 num_cat=0 split_feature=52 1374 split_gain=3.7571 3.23596 threshold=-0.51745999999999992 -0.26766999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045503185232942021 0.00041539851553409684 2.8414087533568423e-05 leaf_weight=3.0148545848642234 4.2794634285382918 150.88166643974546 leaf_count=201 19 2675 internal_value=0 3.91372e-05 internal_weight=0 155.161 internal_count=2895 2694 is_linear=0 shrinkage=0.000439788 Tree=6325 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=3.69033 3.27721 threshold=-0.51745999999999992 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023194136423335569 0.0011901666691481732 0.01513161853712453 leaf_weight=2.9603354537684927 144.3628581635603 8.9931474173063162 leaf_count=201 2467 227 internal_value=0 0.00200951 internal_weight=0 153.356 internal_count=2895 2694 is_linear=0 shrinkage=0.0224292 Tree=6326 num_leaves=3 num_cat=0 split_feature=52 1374 split_gain=3.59436 3.16863 threshold=-0.51745999999999992 -0.26766999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023170951601252786 0.021072556894099582 0.001420000894642846 leaf_weight=2.8975592983624656 4.2257962957955888 149.16749803843049 leaf_count=201 19 2675 internal_value=0 0.00196396 internal_weight=0 153.393 internal_count=2895 2694 is_linear=0 shrinkage=0.0224292 Tree=6327 num_leaves=3 num_cat=0 split_feature=52 403 split_gain=3.50138 3.11904 threshold=-0.51745999999999992 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023148141208567157 0.0011190134996488708 0.01468900520178363 leaf_weight=2.8360718901676583 144.33198893751978 9.036868222668998 leaf_count=201 2467 227 internal_value=0 0.00192032 internal_weight=0 153.369 internal_count=2895 2694 is_linear=0 shrinkage=0.0224292 Tree=6328 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.01585 8.0472 4.37723 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003180333070036237 2.7656446620842134e-05 2.2477678300052294e-05 0.00040732795993250856 leaf_weight=22.273871838893683 91.560866211424582 33.734384404771845 6.2569244874175629 leaf_count=735 1279 752 110 internal_value=0 -0.000113002 5.20169e-05 internal_weight=0 56.0083 97.8178 internal_count=2876 1487 1389 is_linear=0 shrinkage=0.000439788 Tree=6329 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.1904 8.0352 4.55203 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031658554944329 3.1749064406874769e-05 2.3832207499415468e-05 0.0004195884527949763 leaf_weight=22.22293015543255 91.596310576307587 33.770871837019513 6.2339731669926541 leaf_count=735 1279 752 110 internal_value=0 -0.000111335 5.65401e-05 internal_weight=0 55.9938 97.8303 internal_count=2876 1487 1389 is_linear=0 shrinkage=0.000439788 Tree=6330 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.74989 8.25548 4.5229 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032311781922859912 3.5203984425730299e-05 2.081684962718182e-05 0.00042338126247806616 leaf_weight=22.469122247322957 91.207789929278078 33.760373064469604 6.1815608143224372 leaf_count=735 1279 752 110 internal_value=0 -0.000116681 5.99208e-05 internal_weight=0 56.2295 97.3894 internal_count=2876 1487 1389 is_linear=0 shrinkage=0.000439788 Tree=6331 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=5.46353 8.14732 4.34871 threshold=1.0000000180025095e-35 -0.084074999999999997 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032182112011503616 3.0842004375694103e-05 1.9422815584618909e-05 0.00040916874805328464 leaf_weight=22.491435015985189 91.791317083290778 33.923739931917225 6.2596525375847696 leaf_count=735 1279 752 110 internal_value=0 -0.000116686 5.50696e-05 internal_weight=0 56.4152 98.051 internal_count=2876 1487 1389 is_linear=0 shrinkage=0.000439788 Tree=6332 num_leaves=4 num_cat=0 split_feature=43 474 150 split_gain=3.55038 6.46841 5.41112 threshold=-0.074359999999999996 0.084795000000000023 0.10083000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0070367706633141271 -0.0043501083506471703 0.014575003222732702 -0.016140961620174126 leaf_weight=51.281655834307458 85.139638782304246 10.151847892499061 5.604534879239508 leaf_count=1047 1598 135 105 internal_value=0 -0.00233141 0.00474861 internal_weight=0 95.2915 56.8862 internal_count=2885 1733 1152 is_linear=0 shrinkage=0.0224292 Tree=6333 num_leaves=4 num_cat=0 split_feature=43 474 3 split_gain=3.32578 6.21666 5.45219 threshold=-0.074359999999999996 0.084795000000000023 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.7849174250113604e-05 -8.3224409679707315e-05 0.00027908914549962385 0.00026076656529919309 leaf_weight=35.335861715026113 85.785165926215996 10.235479378126909 22.047455808642553 leaf_count=785 1598 135 367 internal_value=0 -4.45552e-05 8.92499e-05 internal_weight=0 96.0206 57.3833 internal_count=2885 1733 1152 is_linear=0 shrinkage=0.000439788 Tree=6334 num_leaves=4 num_cat=0 split_feature=43 474 3 split_gain=3.19442 6.2167 5.41333 threshold=-0.074359999999999996 0.084795000000000023 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.8341848781383129e-05 -8.146828792378357e-05 0.0002799724018328905 0.00025914081491845757 leaf_weight=35.415423716760415 86.025681259023258 10.287623326134051 22.052138060738798 leaf_count=785 1598 135 367 internal_value=0 -4.28135e-05 8.81878e-05 internal_weight=0 96.3133 57.4676 internal_count=2885 1733 1152 is_linear=0 shrinkage=0.000439788 Tree=6335 num_leaves=4 num_cat=0 split_feature=43 474 3 split_gain=3.38256 6.18435 5.28938 threshold=-0.074359999999999996 0.084795000000000023 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00076299060562737698 -0.0042475849513335627 0.014276724139805647 0.013295910361370967 leaf_weight=35.063812161464739 85.15399756511033 10.127807116456095 21.832005066156853 leaf_count=785 1598 135 367 internal_value=0 -0.00227611 0.00463433 internal_weight=0 95.2818 56.8958 internal_count=2885 1733 1152 is_linear=0 shrinkage=0.0224292 Tree=6336 num_leaves=3 num_cat=0 split_feature=148 447 split_gain=4.23755 4.27908 threshold=-0.082164999999999988 0.085990000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040228512255506739 -6.3959053347003685e-06 0.00042816622982166106 leaf_weight=5.0351022768300018 136.38413880181906 4.5090235162642776 leaf_count=83 2661 69 internal_value=0 7.56757e-06 internal_weight=0 140.893 internal_count=2813 2730 is_linear=0 shrinkage=0.000439788 Tree=6337 num_leaves=3 num_cat=0 split_feature=148 447 split_gain=4.4474 4.15812 threshold=-0.082164999999999988 0.085990000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021275052278168498 -0.00038167129899843109 0.021829094620629246 leaf_weight=4.9492449606768778 133.12999946326454 4.3607094842009237 leaf_count=83 2661 69 internal_value=0 0.000325707 internal_weight=0 137.491 internal_count=2813 2730 is_linear=0 shrinkage=0.0224292 Tree=6338 num_leaves=3 num_cat=0 split_feature=148 447 split_gain=4.2691 4.04483 threshold=-0.082164999999999988 0.085990000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020887204286641696 -0.00037312206624008377 0.021716246669458879 leaf_weight=4.9286679304204872 133.12645736482227 4.2859981518704435 leaf_count=83 2661 69 internal_value=0 0.000318783 internal_weight=0 137.412 internal_count=2813 2730 is_linear=0 shrinkage=0.0224292 Tree=6339 num_leaves=3 num_cat=0 split_feature=0 42 split_gain=4.15975 4.39921 threshold=0.17491000000000004 -0.11244999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00053159313580254902 0.0003983489213199031 -9.8211601348249386e-06 leaf_weight=3.1792915372971029 4.6934600103122639 136.94132877836819 leaf_count=143 31 2639 internal_value=0 -2.17308e-05 internal_weight=0 140.121 internal_count=2813 2782 is_linear=0 shrinkage=0.000439788 Tree=6340 num_leaves=4 num_cat=0 split_feature=457 0 151 split_gain=3.98506 7.02289 4.81891 threshold=0.083585000000000007 -0.19894999999999999 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020199099858979348 -0.0056638330283421265 7.5936528021360711e-05 0.016130206376658865 leaf_weight=9.3070719025563431 7.7161674255767165 109.54698852513684 15.010919697728239 leaf_count=86 127 2526 102 internal_value=0 -0.00151472 0.00873228 internal_weight=0 118.854 22.7271 internal_count=2841 2612 229 is_linear=0 shrinkage=0.0224292 Tree=6341 num_leaves=4 num_cat=0 split_feature=457 0 151 split_gain=3.86748 6.67594 4.58077 threshold=0.083585000000000007 -0.19894999999999999 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038651351250244527 -0.00010582352231552639 3.6751671509855619e-07 0.00030957684052537857 leaf_weight=9.3362541868118551 7.7860501956311081 110.76170234653546 15.012866221310103 leaf_count=86 127 2526 102 internal_value=0 -2.97647e-05 0.000167744 internal_weight=0 120.098 22.7989 internal_count=2841 2612 229 is_linear=0 shrinkage=0.000439788 Tree=6342 num_leaves=3 num_cat=0 split_feature=1375 1375 split_gain=3.94978 3.65936 threshold=-0.24467499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018813505141988714 -0.021374167194483942 2.8165758328552597e-05 leaf_weight=5.4516707257716908 4.1261038660304612 131.93524200529646 leaf_count=27 96 2718 internal_value=0 -0.000623774 internal_weight=0 136.061 internal_count=2841 2814 is_linear=0 shrinkage=0.0224292 Tree=6343 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=3.87364 3.84889 threshold=-0.24467499999999998 -0.15490999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036411280509564031 0.00021515084983756038 -3.7129665970273472e-05 leaf_weight=5.4410661055590017 12.882682396259041 125.19162906833662 leaf_count=27 194 2620 internal_value=0 -1.35648e-05 internal_weight=0 138.074 internal_count=2841 2814 is_linear=0 shrinkage=0.000439788 Tree=6344 num_leaves=4 num_cat=0 split_feature=457 457 38 split_gain=3.91733 3.71041 3.19629 threshold=-0.070739999999999983 -0.11700999999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0039173086446151577 0.0029747898263689015 -0.027370925694069299 -0.014659374715156116 leaf_weight=3.3162637236528099 135.34598053169975 4.4533812151057637 5.3575064113247199 leaf_count=41 2551 147 69 internal_value=0 -0.0140395 0.00230144 internal_weight=0 7.76964 140.703 internal_count=2808 188 2620 is_linear=0 shrinkage=0.0224292 Tree=6345 num_leaves=4 num_cat=0 split_feature=52 13 151 split_gain=3.91108 4.86745 4.83449 threshold=0.060770000000000012 -0.094319999999999987 -0.16759499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0087365147084275709 0.035078509455120983 -0.0032392853184816887 0.0051493541822096884 leaf_weight=21.302148785587633 2.9030690582003436 85.680035663091985 38.528339948472421 leaf_count=257 12 1600 939 internal_value=0 -0.000853547 0.00726166 internal_weight=0 106.982 41.4314 internal_count=2808 1857 951 is_linear=0 shrinkage=0.0224292 Tree=6346 num_leaves=4 num_cat=0 split_feature=52 13 16 split_gain=3.56293 4.8552 4.22656 threshold=0.060770000000000012 -0.094319999999999987 -0.19424999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017053948408243084 -0.00015805421018149458 -6.2496862784356267e-05 0.00020182181071395558 leaf_weight=21.582544114004122 7.7327350140549234 86.659338588018727 34.042707459437224 leaf_count=257 121 1600 830 internal_value=0 -1.60094e-05 0.000135166 internal_weight=0 108.242 41.7754 internal_count=2808 1857 951 is_linear=0 shrinkage=0.000439788 Tree=6347 num_leaves=4 num_cat=0 split_feature=52 13 16 split_gain=3.67948 5.01174 4.07068 threshold=0.060770000000000012 -0.094319999999999987 -0.19424999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017059630283041449 -0.00015133400414606894 -6.5440151604901102e-05 0.00020024739318050415 leaf_weight=21.706109600461787 7.8133481949334955 87.351290519676695 34.162000014446676 leaf_count=257 121 1600 830 internal_value=0 -1.84393e-05 0.000134765 internal_weight=0 109.057 41.9753 internal_count=2808 1857 951 is_linear=0 shrinkage=0.000439788 Tree=6348 num_leaves=3 num_cat=0 split_feature=48 49 split_gain=3.33273 4.03898 threshold=0.12879500000000002 0.11645000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00071612659740996425 -0.012345579481512093 0.01679189145685539 leaf_weight=134.77200766019814 9.0792504760029242 8.3305904839653504 leaf_count=2588 93 147 internal_value=0 0.00165408 internal_weight=0 143.103 internal_count=2828 2735 is_linear=0 shrinkage=0.0224292 Tree=6349 num_leaves=3 num_cat=0 split_feature=48 49 split_gain=3.18433 3.87615 threshold=0.12879500000000002 0.11645000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00070004397887562912 -0.012064799045922664 0.016474420602650985 leaf_weight=134.77636107261787 9.0825761152664182 8.3013787543313793 leaf_count=2588 93 147 internal_value=0 0.00161735 internal_weight=0 143.078 internal_count=2828 2735 is_linear=0 shrinkage=0.0224292 Tree=6350 num_leaves=3 num_cat=0 split_feature=454 48 split_gain=2.94622 2.94687 threshold=-1.0000000180025095e-35 0.11978500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036649493019837799 4.0951990696676511e-05 -0.00021024549015503349 leaf_weight=3.7964181189890942 140.73479177178524 9.6332303557282994 leaf_count=62 2658 108 internal_value=0 2.48345e-05 internal_weight=0 150.368 internal_count=2828 2766 is_linear=0 shrinkage=0.000439788 Tree=6351 num_leaves=3 num_cat=0 split_feature=454 128 split_gain=2.95751 2.89531 threshold=-1.0000000180025095e-35 0.086435000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036882152821912976 3.1950197296970032e-05 -0.00033638454833548407 leaf_weight=3.830403145402669 146.2717126422649 4.2284092857298665 leaf_count=62 2582 184 internal_value=0 2.15602e-05 internal_weight=0 150.5 internal_count=2828 2766 is_linear=0 shrinkage=0.000439788 Tree=6352 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.54489 5.1423 threshold=0.086895000000000014 -0.31764499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.031546611793935198 0.012869282042533063 -0.00010964745848453291 leaf_weight=2.6490892786532632 10.372817991068585 138.10097800213407 leaf_count=22 96 2756 internal_value=0 -0.000705528 internal_weight=0 140.75 internal_count=2874 2778 is_linear=0 shrinkage=0.0224292 Tree=6353 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=3.46006 6.24573 3.34911 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041547090801275578 0.0072241559281789897 -0.018777424098318594 -0.0053397540889307702 leaf_weight=79.855776234689984 46.870340707908326 10.531345602314103 13.803968566033289 leaf_count=1894 662 153 165 internal_value=0 -0.00255841 0.00436497 internal_weight=0 90.3871 60.6743 internal_count=2874 2047 827 is_linear=0 shrinkage=0.0224292 Tree=6354 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.43431 5.09806 threshold=0.086895000000000014 -0.31764499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00061673788920026085 0.00024829800507343162 -7.9817703395698391e-07 leaf_weight=2.6289274774026117 10.488734972779637 140.56866437568533 leaf_count=22 96 2756 internal_value=0 -1.21868e-05 internal_weight=0 143.198 internal_count=2874 2778 is_linear=0 shrinkage=0.000439788 Tree=6355 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.43355 5.92937 3.25647 threshold=0.0063000000000000009 -4.9999999999999989e-05 0.086765000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9355735003551241e-06 3.08127174302251e-05 -0.00035968942905115127 0.00027434306392343553 leaf_weight=80.834694944205694 47.579772765864618 10.517748626181854 13.65488768625073 leaf_count=1894 692 153 135 internal_value=0 -4.93859e-05 8.51868e-05 internal_weight=0 91.3524 61.2347 internal_count=2874 2047 827 is_linear=0 shrinkage=0.000439788 Tree=6356 num_leaves=4 num_cat=0 split_feature=394 123 403 split_gain=5.04168 5.38085 0.0787229 threshold=-0.082104999999999984 0.083715000000000026 0.085405000000000023 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020596902497614623 -0.00097335847274515413 0.016077510394945291 -0.027310604001034838 leaf_weight=2.2853466547094277 131.24250016160659 10.002546735573558 2.1632062660064548 leaf_count=101 2451 215 42 internal_value=0 0.000236142 -0.0239643 internal_weight=0 141.245 4.44855 internal_count=2809 2666 143 is_linear=0 shrinkage=0.0224292 Tree=6357 num_leaves=4 num_cat=0 split_feature=394 123 4 split_gain=4.88572 5.19378 0.0574579 threshold=-0.082104999999999984 0.083715000000000026 -0.019384999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020782281121087341 -0.00095157954404505622 0.015879245878143659 -0.026770671294255931 leaf_weight=2.2949063960404601 131.23574841662048 9.9016726069676206 2.0955203019548199 leaf_count=94 2451 215 49 internal_value=0 0.000231196 -0.023744 internal_weight=0 141.137 4.39043 internal_count=2809 2666 143 is_linear=0 shrinkage=0.0224292 Tree=6358 num_leaves=4 num_cat=0 split_feature=123 483 2 split_gain=4.73703 4.7894 1.74973 threshold=0.083715000000000026 0.083960000000000021 0.092705000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4605866525074334e-05 8.8887326487228452e-06 -0.00038470601778756115 0.00038953523406207792 leaf_weight=129.92193388436499 3.4216122602520027 7.1152399727434377 7.3465628557023592 leaf_count=2319 94 268 128 internal_value=0 -3.38731e-05 0.000268814 internal_weight=0 137.037 10.7682 internal_count=2809 2587 222 is_linear=0 shrinkage=0.000439788 Tree=6359 num_leaves=4 num_cat=0 split_feature=394 0 4 split_gain=4.72865 4.42844 0.057243 threshold=-0.082104999999999984 0.062580000000000011 -0.019599999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020478754013033472 -0.001191751711546555 0.011375935745696966 -0.026475035631078864 leaf_weight=2.2233051338407677 125.19990048744876 15.87622636836022 2.1132180797285391 leaf_count=93 2497 169 50 internal_value=0 0.000223921 -0.023504 internal_weight=0 141.076 4.33652 internal_count=2809 2666 143 is_linear=0 shrinkage=0.0224292 Tree=6360 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=4.12556 3.78774 threshold=-1.0000000180025095e-35 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023291570093064849 -0.023049190196692153 -0.0010872245708630653 leaf_weight=3.3793816120596594 4.047586655477061 138.55324752732849 leaf_count=93 37 2729 internal_value=0 -0.0017136 internal_weight=0 142.601 internal_count=2859 2766 is_linear=0 shrinkage=0.0224292 Tree=6361 num_leaves=4 num_cat=0 split_feature=133 1 0 split_gain=3.93422 3.81282 0.0609419 threshold=-0.38664499999999996 0.090445000000000011 -0.10228499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059547846094970655 -8.2381407943557457e-05 6.0249317794915009e-05 -0.00044581074726378697 leaf_weight=1.4472368134738647 75.131011741352268 70.011853787495056 1.5439565110209503 leaf_count=44 1671 1010 134 internal_value=0 -1.35824e-05 -0.000521542 internal_weight=0 145.143 2.99119 internal_count=2859 2681 178 is_linear=0 shrinkage=0.000439788 Tree=6362 num_leaves=4 num_cat=0 split_feature=133 1 0 split_gain=3.90672 4.01278 0.064555 threshold=-0.38664499999999996 0.090445000000000011 -0.10228499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00059778318466564763 -8.3998955624126331e-05 6.2311988938379287e-05 -0.00044422135245610593 leaf_weight=1.4371628875087483 75.046024503863009 70.108056729164673 1.5223299477947865 leaf_count=44 1671 1010 134 internal_value=0 -1.33332e-05 -0.000522146 internal_weight=0 145.154 2.95949 internal_count=2859 2681 178 is_linear=0 shrinkage=0.000439788 Tree=6363 num_leaves=3 num_cat=0 split_feature=9 133 split_gain=4.01277 3.76507 threshold=-1.0000000180025095e-35 -0.38664499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023182360432545599 -0.026770752805891734 -0.0011496292523988385 leaf_weight=3.32355173153337 2.9272147441661209 139.73432006893563 leaf_count=93 178 2588 internal_value=0 -0.00167885 internal_weight=0 142.662 internal_count=2859 2766 is_linear=0 shrinkage=0.0224292 Tree=6364 num_leaves=4 num_cat=0 split_feature=3 41 11 split_gain=3.94462 3.50326 2.53676 threshold=-0.15490999999999996 0.082980000000000012 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020375251767908352 0.00033393676604063312 -0.020005598631896312 0.0014810307266218171 leaf_weight=8.0365872512629704 134.71977773654362 4.3800883697549571 6.4324544470873652 leaf_count=75 2589 76 121 internal_value=0 -0.000309188 0.0119885 internal_weight=0 139.1 14.469 internal_count=2861 2665 196 is_linear=0 shrinkage=0.0224292 Tree=6365 num_leaves=4 num_cat=0 split_feature=3 41 11 split_gain=3.79137 3.36859 2.464 threshold=-0.15490999999999996 0.082980000000000012 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020108208274720422 0.00032644500470299268 -0.019674907681505798 0.0014479910389886531 leaf_weight=7.9617727081640606 134.72093886174116 4.3544293152954188 6.4320999192714226 leaf_count=75 2589 76 121 internal_value=0 -0.000302409 0.0117826 internal_weight=0 139.075 14.3939 internal_count=2861 2665 196 is_linear=0 shrinkage=0.0224292 Tree=6366 num_leaves=4 num_cat=0 split_feature=475 1213 159 split_gain=3.72682 4.79072 2.79216 threshold=-0.08459499999999999 -1.0000000180025095e-35 0.078065000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026322497385526052 -0.018663854302768675 0.0024252183319424339 0.0012074827663973991 leaf_weight=4.3081171050725962 5.6177915642620055 140.20746678851719 3.2390041569015011 leaf_count=167 423 2229 42 internal_value=0 0.00161044 -0.0145342 internal_weight=0 145.825 7.54712 internal_count=2861 2652 209 is_linear=0 shrinkage=0.0224292 Tree=6367 num_leaves=3 num_cat=0 split_feature=1212 475 split_gain=3.77727 3.95076 threshold=-1.0000000180025095e-35 -0.08459499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045513935582690643 -0.00028124711530000808 4.2595582081499213e-05 leaf_weight=3.1978182688762891 7.6510437600154537 145.58460142838885 leaf_count=213 209 2439 internal_value=0 2.63931e-05 internal_weight=0 153.236 internal_count=2861 2648 is_linear=0 shrinkage=0.000439788 Tree=6368 num_leaves=4 num_cat=0 split_feature=16 157 0 split_gain=3.54611 5.81609 4.73725 threshold=-0.082914999999999975 -0.075854999999999992 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002266349617857853 0.0094904014580125713 -0.0043772532115861872 0.016812572422815291 leaf_weight=47.906886755088635 19.543657800786605 68.430686600971967 14.708905201841842 leaf_count=754 339 1476 273 internal_value=0 -0.00129514 0.00568745 internal_weight=0 87.9743 62.6158 internal_count=2842 1815 1027 is_linear=0 shrinkage=0.0224292 Tree=6369 num_leaves=4 num_cat=0 split_feature=16 157 48 split_gain=3.38961 5.56339 4.5696 threshold=-0.082914999999999975 -0.075854999999999992 0.08790000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0090939795198371285 0.0092883336099108659 -0.0042814949285329045 -0.0048263250321153471 leaf_weight=46.716619182541763 19.521614458077238 68.392868343442387 15.885614461847579 leaf_count=860 339 1476 167 internal_value=0 -0.00126692 0.00556124 internal_weight=0 87.9145 62.6022 internal_count=2842 1815 1027 is_linear=0 shrinkage=0.0224292 Tree=6370 num_leaves=4 num_cat=0 split_feature=16 157 0 split_gain=3.2821 5.40047 4.38199 threshold=-0.082914999999999975 -0.075854999999999992 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2181308117074831e-05 0.00017819459926152542 -8.2840436501765546e-05 0.00031529837716804825 leaf_weight=48.332737075965269 19.695892581672524 68.893860110576497 14.838183557498267 leaf_count=754 339 1476 273 internal_value=0 -2.47794e-05 0.00010641 internal_weight=0 88.5898 63.1709 internal_count=2842 1815 1027 is_linear=0 shrinkage=0.000439788 Tree=6371 num_leaves=4 num_cat=0 split_feature=16 48 457 split_gain=3.1484 5.41583 5.03713 threshold=-0.082914999999999975 0.085040000000000018 -0.070739999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037630037692811761 -9.5238402591773272e-05 0.00014550866618435573 0.00013291797209256573 leaf_weight=3.9922164538875213 64.060263245039096 25.154133121395716 59.474499992924393 leaf_count=51 1505 310 976 internal_value=0 -2.73428e-05 0.000100783 internal_weight=0 89.2144 63.4667 internal_count=2842 1815 1027 is_linear=0 shrinkage=0.000439788 Tree=6372 num_leaves=4 num_cat=0 split_feature=131 123 150 split_gain=3.51198 5.18068 3.745 threshold=0.084390000000000007 0.084380000000000024 0.10871000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7236263425031648e-05 -0.00031303503099306697 0.00038276966462728065 0.0003030690151520478 leaf_weight=126.44909599485254 11.82324601858272 2.4910117539693593 9.5154096718470083 leaf_count=2286 417 44 121 internal_value=0 -0.0001916 3.72799e-05 internal_weight=0 14.3143 135.965 internal_count=2868 461 2407 is_linear=0 shrinkage=0.000439788 Tree=6373 num_leaves=4 num_cat=0 split_feature=131 123 150 split_gain=3.43792 5.04112 3.68631 threshold=0.084390000000000007 0.084380000000000024 0.10871000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00085143717536268555 -0.01592352990757584 0.019383063672930675 0.015402118549600627 leaf_weight=125.10058794309589 11.636457867658462 2.4476768110762341 9.3995814955851511 leaf_count=2286 417 44 121 internal_value=0 -0.00976968 0.00187036 internal_weight=0 14.0841 134.5 internal_count=2868 461 2407 is_linear=0 shrinkage=0.0224292 Tree=6374 num_leaves=3 num_cat=0 split_feature=1213 403 split_gain=3.37206 4.05894 threshold=-0.082704999999999987 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046778841792179891 3.2195356421778936e-06 0.0003215265570811246 leaf_weight=2.7645879569681702 140.62136771364749 8.1811019950837345 leaf_count=259 2487 122 internal_value=0 2.07589e-05 internal_weight=0 148.802 internal_count=2868 2609 is_linear=0 shrinkage=0.000439788 Tree=6375 num_leaves=4 num_cat=0 split_feature=131 123 150 split_gain=3.45237 5.18926 3.55193 threshold=0.08518000000000002 0.084380000000000024 0.10871000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5822162656565383e-05 -0.00031490588071729026 0.00038254006517826638 0.00029457441952206599 leaf_weight=127.23554583669466 11.717841212870551 2.4864947698079041 9.48265891545452 leaf_count=2291 412 44 121 internal_value=0 -0.000192467 3.51946e-05 internal_weight=0 14.2043 136.718 internal_count=2868 456 2412 is_linear=0 shrinkage=0.000439788 Tree=6376 num_leaves=4 num_cat=0 split_feature=130 3 159 split_gain=4.71386 4.77168 3.94618 threshold=-1.0000000180025095e-35 -0.069159999999999985 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047775340314303895 4.9641716523357162e-05 9.969165531626465e-05 -0.00022059865816936291 leaf_weight=7.3975324521306902 125.18956412873376 4.4066576012410206 11.384096014502573 leaf_count=223 2244 53 305 internal_value=0 -0.000262373 2.70881e-05 internal_weight=0 11.8042 136.574 internal_count=2825 276 2549 is_linear=0 shrinkage=0.000439788 Tree=6377 num_leaves=4 num_cat=0 split_feature=130 3 159 split_gain=4.67853 4.70629 3.99906 threshold=-1.0000000180025095e-35 -0.069159999999999985 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00047534024071013497 5.1336114963982722e-05 9.9454817371483621e-05 -0.00022112562388303372 leaf_weight=7.3504451455082744 124.62001727768802 4.3910156642086786 11.350792018216451 leaf_count=223 2244 53 305 internal_value=0 -0.000260569 2.85633e-05 internal_weight=0 11.7415 135.971 internal_count=2825 276 2549 is_linear=0 shrinkage=0.000439788 Tree=6378 num_leaves=4 num_cat=0 split_feature=130 3 159 split_gain=4.72397 4.67167 4.09021 threshold=-1.0000000180025095e-35 -0.069159999999999985 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024437778241603644 0.0026416503969298698 0.0049234970644066291 -0.011546842845018375 leaf_weight=7.2535915583139285 123.29525109363749 4.3519231670070422 11.126096177555153 leaf_count=223 2244 53 305 internal_value=0 -0.0134377 0.00146579 internal_weight=0 11.6055 134.421 internal_count=2825 276 2549 is_linear=0 shrinkage=0.0224292 Tree=6379 num_leaves=4 num_cat=0 split_feature=3 3 4 split_gain=4.20164 6.88862 5.77789 threshold=-0.078914999999999985 -0.074269999999999989 0.17018000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0083707412635880794 0.020943962921687775 0.0011154210197036579 0.0084348984134046054 leaf_weight=44.056825251238479 9.9095554676023294 78.542677529272623 13.41004971435177 leaf_count=1407 229 1045 144 internal_value=0 0.00334091 -0.0044476 internal_weight=0 88.4522 57.4669 internal_count=2825 1274 1551 is_linear=0 shrinkage=0.0224292 Tree=6380 num_leaves=4 num_cat=0 split_feature=133 376 52 split_gain=4.64525 5.31478 3.39012 threshold=0.092925000000000021 1.0000000180025095e-35 0.14114500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.6547016246736432e-05 -0.00041088352735545885 0.00042839081519563529 0.00021008211437428893 leaf_weight=123.3198826493317 9.6933189861301781 1.7013810101198021 14.221424687155375 leaf_count=2045 486 30 284 internal_value=0 -0.000285062 6.91177e-06 internal_weight=0 11.3947 137.541 internal_count=2845 516 2329 is_linear=0 shrinkage=0.000439788 Tree=6381 num_leaves=4 num_cat=0 split_feature=133 3 52 split_gain=4.64444 6.63615 3.52459 threshold=0.092925000000000021 -0.053364999999999996 0.14114500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00089195294124184662 -0.027415007323495475 0.00884702148630904 0.010947200755947389 leaf_weight=121.45052211191069 7.2287495656055398 3.8960666545317491 14.101638637734139 leaf_count=2045 437 79 284 internal_value=0 -0.0147221 0.000341055 internal_weight=0 11.1248 135.552 internal_count=2845 516 2329 is_linear=0 shrinkage=0.0224292 Tree=6382 num_leaves=4 num_cat=0 split_feature=129 133 133 split_gain=4.62884 4.82217 1.65587 threshold=0.089775000000000008 0.092925000000000021 -0.08156999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010183750960631127 -0.043819801481250337 -0.014779687651977491 -0.013143054164487484 leaf_weight=132.36193950572488 1.4693384741258344 10.47105385569739 2.2462752295105011 leaf_count=2211 41 478 115 internal_value=0 -0.000141598 -0.0254362 internal_weight=0 142.833 3.71561 internal_count=2845 2689 156 is_linear=0 shrinkage=0.0224292 Tree=6383 num_leaves=4 num_cat=0 split_feature=129 133 133 split_gain=4.46655 4.62515 1.634 threshold=0.089775000000000008 0.092925000000000021 -0.08156999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00099553755215078571 -0.043539410166329978 -0.014502998901150021 -0.012900158594352082 leaf_weight=132.36187144250653 1.4460193758422977 10.432292051875264 2.2376972367492263 leaf_count=2211 41 478 115 internal_value=0 -0.000138546 -0.0250899 internal_weight=0 142.794 3.68372 internal_count=2845 2689 156 is_linear=0 shrinkage=0.0224292 Tree=6384 num_leaves=4 num_cat=0 split_feature=132 41 0 split_gain=3.28722 4.09156 2.82903 threshold=0.092880000000000004 0.083270000000000011 -0.077784999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015878857626803349 -0.0025090089834809612 -0.019253261236702429 0.026876282383887357 leaf_weight=140.30498246484422 2.5539384362054989 4.8854356286901739 4.6126765360240816 leaf_count=2575 88 87 90 internal_value=0 0.000884174 0.0164255 internal_weight=0 145.19 7.16661 internal_count=2840 2662 178 is_linear=0 shrinkage=0.0224292 Tree=6385 num_leaves=4 num_cat=0 split_feature=132 41 0 split_gain=3.10885 3.79835 2.65478 threshold=0.092880000000000004 0.083270000000000011 -0.077784999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8371946347503199e-05 -4.4885288004584741e-05 -0.00036397135508268693 0.00050955641322559934 leaf_weight=142.09076928496143 2.6040544686256908 4.919335009835776 4.6249526990286531 leaf_count=2575 88 87 90 internal_value=0 1.51976e-05 0.000310242 internal_weight=0 147.01 7.22901 internal_count=2840 2662 178 is_linear=0 shrinkage=0.000439788 Tree=6386 num_leaves=4 num_cat=0 split_feature=132 41 0 split_gain=3.15216 3.92561 2.72291 threshold=0.092880000000000004 0.083270000000000011 -0.077784999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015495581666418478 -0.0024492612094665495 -0.018920259347283575 0.026405701000235579 leaf_weight=140.34136958224553 2.5545110366656445 4.8578070431831284 4.5874542951059984 leaf_count=2575 88 87 90 internal_value=0 0.000862319 0.016106 internal_weight=0 145.199 7.14197 internal_count=2840 2662 178 is_linear=0 shrinkage=0.0224292 Tree=6387 num_leaves=4 num_cat=0 split_feature=128 41 52 split_gain=3.19861 3.94168 1.84246 threshold=0.086435000000000012 0.082560000000000008 -0.090859999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4520543283952243e-05 7.1755747902636747e-05 -0.0003266630188842584 -0.00050844208970411589 leaf_weight=144.67718380027509 1.5534599964739753 5.4254392224684116 3.2755183514636874 leaf_count=2540 41 98 161 internal_value=0 4.07029e-05 -0.000322247 internal_weight=0 150.103 4.82898 internal_count=2840 2638 202 is_linear=0 shrinkage=0.000439788 Tree=6388 num_leaves=3 num_cat=0 split_feature=1375 403 split_gain=4.46264 3.43077 threshold=-0.096734999999999988 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039011477587231225 -0.00016616185933303812 6.7926553755501699e-05 leaf_weight=4.6384453551145262 13.276893301524977 135.75536865816321 leaf_count=63 685 2116 internal_value=0 4.70536e-05 internal_weight=0 149.032 internal_count=2864 2801 is_linear=0 shrinkage=0.000439788 Tree=6389 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=4.44097 4.13022 threshold=-0.096734999999999988 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038993598465860926 -0.00029495290835382902 6.0401414137736033e-05 leaf_weight=4.6688789987820192 6.5990072228378258 143.52765927781365 leaf_count=63 433 2368 internal_value=0 4.47458e-05 internal_weight=0 150.127 internal_count=2864 2801 is_linear=0 shrinkage=0.000439788 Tree=6390 num_leaves=3 num_cat=0 split_feature=1375 403 split_gain=4.48502 3.47316 threshold=-0.096734999999999988 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039153420754516857 -0.00016761160829134095 6.7331817518493707e-05 leaf_weight=4.6476482098223633 13.348504931360365 135.8966032433018 leaf_count=63 685 2116 internal_value=0 4.62997e-05 internal_weight=0 149.245 internal_count=2864 2801 is_linear=0 shrinkage=0.000439788 Tree=6391 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=4.52087 4.04031 threshold=-0.096734999999999988 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020066501157947572 -0.014936376495217053 0.0032300087991262941 leaf_weight=4.6121246902621342 6.4207939368789075 141.33635011810838 leaf_count=63 433 2368 internal_value=0 0.00243876 internal_weight=0 147.757 internal_count=2864 2801 is_linear=0 shrinkage=0.0224292 Tree=6392 num_leaves=4 num_cat=0 split_feature=0 0 4 split_gain=2.93964 3.73481 2.00403 threshold=0.062580000000000011 -0.11367499999999998 -0.48515499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011288941812517336 3.8775054781166163e-05 -3.5550084287799285e-05 0.00038634086647574515 leaf_weight=52.833956125599798 5.5908891907893121 86.319905623091472 7.5259220399020688 leaf_count=465 81 2223 81 internal_value=0 2.08172e-05 0.000238467 internal_weight=0 139.154 13.1168 internal_count=2850 2688 162 is_linear=0 shrinkage=0.000439788 Tree=6393 num_leaves=4 num_cat=0 split_feature=0 159 4 split_gain=2.79114 3.82459 2.0211 threshold=0.062580000000000011 -0.46900499999999995 -0.48515499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.03251233423524983 0.0018375872079282451 0.0007908635038710041 0.019753304497656259 leaf_weight=1.9205045235357818 5.5203243321739137 134.91803699313459 7.4274161830835492 leaf_count=62 81 2626 81 internal_value=0 0.00124054 0.0121288 internal_weight=0 136.839 12.9477 internal_count=2850 2688 162 is_linear=0 shrinkage=0.0224292 Tree=6394 num_leaves=4 num_cat=0 split_feature=0 159 4 split_gain=2.68565 3.64583 1.96076 threshold=0.062580000000000011 -0.46900499999999995 -0.48515499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.03170278542649678 0.0017970402877828806 0.0007730950195678801 0.019476429576111249 leaf_weight=1.9257979097310443 5.5187184223905206 134.92365359697578 7.3650265528704022 leaf_count=62 81 2626 81 internal_value=0 0.00121271 0.0119174 internal_weight=0 136.849 12.8837 internal_count=2850 2688 162 is_linear=0 shrinkage=0.0224292 Tree=6395 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=2.76418 10.1305 threshold=-0.14902499999999999 -0.088014999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023726184085332466 -0.00047927694860673689 4.9783555179609358e-05 leaf_weight=12.513796827523036 7.3752150827785945 131.32036138269541 leaf_count=94 79 2677 internal_value=0 2.15884e-05 internal_weight=0 138.696 internal_count=2850 2756 is_linear=0 shrinkage=0.000439788 Tree=6396 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=3.57831 4.34476 3.82136 threshold=0.099250000000000019 0.019595000000000005 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010097855478589303 0.00018332617219944783 0.00010567446539227897 -6.7452983050915767e-05 leaf_weight=71.93162724586 34.421785601589363 27.06742160020076 17.827391649538185 leaf_count=1631 539 432 207 internal_value=0 -4.44679e-05 9.77671e-05 internal_weight=0 98.999 52.2492 internal_count=2809 2063 746 is_linear=0 shrinkage=0.000439788 Tree=6397 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=4.11031 4.65698 threshold=0.086895000000000014 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011582619141851804 0.00025831877020752845 4.8806685280154399e-05 leaf_weight=54.712678098836477 11.424468060024081 84.581516076075786 leaf_count=1512 95 1202 internal_value=0 -1.58657e-05 internal_weight=0 139.294 internal_count=2809 2714 is_linear=0 shrinkage=0.000439788 Tree=6398 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=4.21203 4.40951 threshold=0.086895000000000014 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0059628406214665523 0.013280284256096035 0.0022784147271344133 leaf_weight=53.707353393958329 11.304921545088289 83.283887954778038 leaf_count=1512 95 1202 internal_value=0 -0.000952946 internal_weight=0 136.991 internal_count=2809 2714 is_linear=0 shrinkage=0.0224292 Tree=6399 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=3.94881 4.38888 threshold=0.086895000000000014 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011648243086279462 0.000249718881294487 4.3324154868755306e-05 leaf_weight=54.743438866218639 11.382058920804409 84.555199017115228 leaf_count=1512 95 1202 internal_value=0 -1.94861e-05 internal_weight=0 139.299 internal_count=2809 2714 is_linear=0 shrinkage=0.000439788 Tree=6400 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=4.26281 4.31887 threshold=-0.40941499999999992 -0.15317999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046384416702734078 0.00014638235139122305 -2.8693824489708844e-05 leaf_weight=3.6524131878395556 36.595725596445845 106.56126110437253 leaf_count=68 451 2302 internal_value=0 1.60751e-05 internal_weight=0 143.157 internal_count=2821 2753 is_linear=0 shrinkage=0.000439788 Tree=6401 num_leaves=3 num_cat=0 split_feature=151 16 split_gain=4.26497 4.18835 threshold=-0.40941499999999992 -0.50790499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023797088255064124 0.01219086223612662 -0.0005161708326150748 leaf_weight=3.6222720003424902 14.52054060375667 127.28417130634989 leaf_count=68 179 2574 internal_value=0 0.000786472 internal_weight=0 141.805 internal_count=2821 2753 is_linear=0 shrinkage=0.0224292 Tree=6402 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=3.99333 4.49837 threshold=-0.40941499999999992 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045238759934080366 0.00010557834836053893 -5.1472192173270459e-05 leaf_weight=3.5984518801997174 61.438169010420097 82.78094449080163 leaf_count=68 550 2203 internal_value=0 1.54374e-05 internal_weight=0 144.219 internal_count=2821 2753 is_linear=0 shrinkage=0.000439788 Tree=6403 num_leaves=4 num_cat=0 split_feature=133 159 2 split_gain=3.42647 3.60686 3.09375 threshold=-0.10927999999999999 0.107895 0.10846000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043533449518769315 3.3055059770676636e-05 -0.00031817247669991395 0.00017019612223951027 leaf_weight=6.055078887511625 132.87732719704218 5.8873957376927128 2.2195842541113961 leaf_count=287 2301 181 52 internal_value=0 1.81117e-05 -0.00027289 internal_weight=0 138.765 8.27466 internal_count=2821 2482 339 is_linear=0 shrinkage=0.000439788 Tree=6404 num_leaves=3 num_cat=0 split_feature=147 14 split_gain=3.52554 4.07392 threshold=0.095485000000000014 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00050165819624795993 0.019113487002253123 -0.022273242542730932 leaf_weight=138.16505806719579 4.9268544134101822 4.048401415187981 leaf_count=2681 54 96 internal_value=0 -0.000149579 internal_weight=0 142.213 internal_count=2831 2777 is_linear=0 shrinkage=0.0224292 Tree=6405 num_leaves=3 num_cat=0 split_feature=4 130 split_gain=3.47916 5.22866 threshold=-0.50052499999999989 0.085970000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015914461949153833 0.0019656876086835487 -0.023573061998187751 leaf_weight=6.211693139630369 136.69431346015335 4.1364505517813077 leaf_count=123 2407 301 internal_value=0 0.00121248 internal_weight=0 140.831 internal_count=2831 2708 is_linear=0 shrinkage=0.0224292 Tree=6406 num_leaves=3 num_cat=0 split_feature=147 12 split_gain=3.51211 3.92316 threshold=0.095485000000000014 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0176137719049281e-05 0.00037286605472362523 -0.00038329075973127599 leaf_weight=138.60503879006137 4.9355818737531072 5.0618001624898161 leaf_count=2646 54 131 internal_value=0 -3.73593e-06 internal_weight=0 143.667 internal_count=2831 2777 is_linear=0 shrinkage=0.000439788 Tree=6407 num_leaves=4 num_cat=0 split_feature=1 3 4 split_gain=3.58593 4.42488 4.4209 threshold=0.10100500000000003 0.10703500000000001 -0.4945199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044192135373607706 0.00019751318553710601 -8.3472124437429006e-05 -1.8432937750842492e-05 leaf_weight=5.0024545966880387 33.030705741344718 16.117135810549371 94.389243591853301 leaf_count=83 515 200 2033 internal_value=0 0.000105373 -3.98282e-05 internal_weight=0 49.1478 99.3917 internal_count=2831 715 2116 is_linear=0 shrinkage=0.000439788 Tree=6408 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=4.35821 9.09226 threshold=-0.14902499999999999 -0.12807999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012537889300633589 -0.038994587900645319 -0.0010523618639026299 leaf_weight=11.267680207107331 3.2373861030209801 130.69845532484032 leaf_count=87 31 2713 internal_value=0 -0.0019749 internal_weight=0 133.936 internal_count=2831 2744 is_linear=0 shrinkage=0.0224292 Tree=6409 num_leaves=3 num_cat=0 split_feature=31 49 split_gain=4.13856 3.35267 threshold=-1.0000000180025095e-35 -0.18648999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045351884963906492 0.00023948762335388287 -4.5540292610579593e-05 leaf_weight=3.5053558379295273 8.4603543081320804 136.05393428138632 leaf_count=92 54 2685 internal_value=0 -2.88244e-05 internal_weight=0 144.514 internal_count=2831 2739 is_linear=0 shrinkage=0.000439788 Tree=6410 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=4.17368 8.8212 threshold=-0.14902499999999999 0.056555000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012293481517779085 -0.00020636514223085065 -0.021136024468177278 leaf_weight=11.228896854910998 122.92374928259233 11.021329524344763 leaf_count=87 2635 109 internal_value=0 -0.00193128 internal_weight=0 133.945 internal_count=2831 2744 is_linear=0 shrinkage=0.0224292 Tree=6411 num_leaves=3 num_cat=0 split_feature=31 49 split_gain=4.28806 3.40323 threshold=-1.0000000180025095e-35 -0.18648999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045485950777801322 0.00024092294260527437 -4.6530117585722521e-05 leaf_weight=3.600220629683462 8.4404119548853469 136.61571716170874 leaf_count=92 54 2685 internal_value=0 -2.97745e-05 internal_weight=0 145.056 internal_count=2831 2739 is_linear=0 shrinkage=0.000439788 Tree=6412 num_leaves=4 num_cat=0 split_feature=156 157 2 split_gain=3.2757 3.19078 2.44706 threshold=0.089935000000000001 -0.15081499999999998 0.11362000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022698688141852986 -0.021846091494175955 0.0002976994151288689 0.002011251933189323 leaf_weight=3.2571533758164142 5.7855690659052907 135.39635182900383 3.4425924737006426 leaf_count=61 198 2529 77 internal_value=0 0.000826981 -0.0129603 internal_weight=0 138.654 9.22816 internal_count=2865 2590 275 is_linear=0 shrinkage=0.0224292 Tree=6413 num_leaves=4 num_cat=0 split_feature=156 16 33 split_gain=3.15939 3.45024 3.09302 threshold=0.086695000000000008 -0.004174999999999999 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.017844668567811792 -0.028087247071677954 -0.0031820934983543708 0.0016311639960727591 leaf_weight=4.2169932925608 3.8939618173462813 9.8440350719029048 129.84100064275844 leaf_count=42 129 242 2452 internal_value=0 -0.0102705 0.00101607 internal_weight=0 13.738 134.058 internal_count=2865 371 2494 is_linear=0 shrinkage=0.0224292 Tree=6414 num_leaves=4 num_cat=0 split_feature=156 0 2 split_gain=3.07387 3.32693 2.38456 threshold=0.089935000000000001 -0.084184999999999996 0.11362000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024521654008544933 -0.021521106386927939 0.0045127504099413311 0.0021087033548333263 leaf_weight=73.936329630996624 5.6866391315124911 64.654678475424589 3.4408244383521378 leaf_count=1241 198 1349 77 internal_value=0 0.000797241 -0.0126275 internal_weight=0 138.591 9.12746 internal_count=2865 2590 275 is_linear=0 shrinkage=0.0224292 Tree=6415 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=3.1233 6.06732 2.95982 threshold=0.27150500000000005 -0.11532999999999999 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039438611953013345 0.00025989275200020853 -1.6374970853970896e-06 -0.0001466754060002456 leaf_weight=8.0938909915421373 14.647086958691945 122.16294072810342 4.5201377554330966 leaf_count=176 291 2363 35 internal_value=0 -2.60963e-05 0.000163963 internal_weight=0 130.257 19.1672 internal_count=2865 2539 326 is_linear=0 shrinkage=0.000439788 Tree=6416 num_leaves=4 num_cat=0 split_feature=159 133 1 split_gain=4.49696 3.9513 3.65054 threshold=0.10516000000000002 -0.17773999999999998 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039433483475347558 -0.00054496300247690776 3.5950097926012012e-05 0.00010400332106200772 leaf_weight=4.2323576824055626 4.945252061210339 141.93960730249819 2.5232163388864137 leaf_count=196 150 2413 76 internal_value=0 2.34415e-05 -0.000326004 internal_weight=0 146.172 7.46847 internal_count=2835 2609 226 is_linear=0 shrinkage=0.000439788 Tree=6417 num_leaves=4 num_cat=0 split_feature=159 133 1 split_gain=4.63642 3.94394 3.61385 threshold=0.10516000000000002 -0.17773999999999998 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039212711351955344 -0.00054466622369077919 3.9250153879835522e-05 9.6959615917445211e-05 leaf_weight=4.2020372338229199 4.9700036927824831 142.02756204125035 2.5659230268211104 leaf_count=196 150 2413 76 internal_value=0 2.68046e-05 -0.000326505 internal_weight=0 146.23 7.53593 internal_count=2835 2609 226 is_linear=0 shrinkage=0.000439788 Tree=6418 num_leaves=4 num_cat=0 split_feature=159 133 1 split_gain=4.6235 4.00492 3.54881 threshold=0.10516000000000002 -0.17773999999999998 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02032206748501077 -0.028041925956741182 0.0020139872451879581 0.005015463581424579 leaf_weight=4.1395911619038079 4.8325224555737796 139.68896381837112 2.4553883064654656 leaf_count=196 150 2413 76 internal_value=0 0.00136851 -0.0169205 internal_weight=0 143.829 7.28791 internal_count=2835 2609 226 is_linear=0 shrinkage=0.0224292 Tree=6419 num_leaves=4 num_cat=0 split_feature=159 133 1 split_gain=4.3911 3.7829 3.54334 threshold=0.10516000000000002 -0.17773999999999998 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00038750865480091255 -0.00054220584074582802 3.7116025551805858e-05 9.7468825650584613e-05 leaf_weight=4.1589527971300404 4.8450281263212664 141.18789744590322 2.5466175689361989 leaf_count=196 150 2413 76 internal_value=0 2.49165e-05 -0.000322138 internal_weight=0 145.347 7.39165 internal_count=2835 2609 226 is_linear=0 shrinkage=0.000439788 Tree=6420 num_leaves=3 num_cat=0 split_feature=1186 133 split_gain=3.49188 3.06207 threshold=0.085080000000000003 -0.39975999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027925746206417346 0.016358199388006301 -0.0015640312969649607 leaf_weight=2.2332765828468828 5.4028388374717897 140.17601080459281 leaf_count=139 64 2653 internal_value=0 -0.00198113 internal_weight=0 142.409 internal_count=2856 2792 is_linear=0 shrinkage=0.0224292 Tree=6421 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=3.20659 3.51152 threshold=-0.39975999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053855638268488219 -3.6125484786805565e-05 0.00021858167408668174 leaf_weight=2.2925541814693124 136.08466511794904 11.322238219639983 leaf_count=143 2479 234 internal_value=0 -1.65358e-05 internal_weight=0 147.407 internal_count=2856 2713 is_linear=0 shrinkage=0.000439788 Tree=6422 num_leaves=3 num_cat=0 split_feature=1186 133 split_gain=3.33359 2.99204 threshold=0.085080000000000003 -0.39975999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027837935185471178 0.015977758601033724 -0.0015277924004545773 leaf_weight=2.1897088862751835 5.4060196497593997 140.21018776286292 leaf_count=139 64 2653 internal_value=0 -0.00193605 internal_weight=0 142.4 internal_count=2856 2792 is_linear=0 shrinkage=0.0224292 Tree=6423 num_leaves=3 num_cat=0 split_feature=1186 457 split_gain=3.18527 2.94964 threshold=0.085080000000000003 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.013281085327490106 0.015613868536143249 -0.0025798867125802526 leaf_weight=6.1466001914232029 5.4083499349653712 136.21098610971967 leaf_count=61 64 2731 internal_value=0 -0.00189337 internal_weight=0 142.358 internal_count=2856 2792 is_linear=0 shrinkage=0.0224292 Tree=6424 num_leaves=4 num_cat=0 split_feature=151 49 150 split_gain=5.80512 6.53995 4.05697 threshold=-0.016239999999999994 -0.21083999999999997 0.082085000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018487806564947986 0.013717106145389598 -0.0054160716917467759 0.014485941880379603 leaf_weight=13.589678443364393 9.8768883161246759 97.936578917026054 17.467188397757127 leaf_count=244 60 2264 241 internal_value=0 -0.00366115 0.00734155 internal_weight=0 107.813 31.0569 internal_count=2809 2324 485 is_linear=0 shrinkage=0.0224292 Tree=6425 num_leaves=4 num_cat=0 split_feature=151 49 457 split_gain=5.55925 6.26584 3.97087 threshold=-0.016239999999999994 -0.21083999999999997 0.08981500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010921637450491453 0.01346435152936464 -0.0052981736880437147 -0.010093592134267252 leaf_weight=25.487857647931381 9.8374187629669887 97.871570551928016 5.482413656951393 leaf_count=383 60 2264 102 internal_value=0 -0.00358245 0.00719756 internal_weight=0 107.709 30.9703 internal_count=2809 2324 485 is_linear=0 shrinkage=0.0224292 Tree=6426 num_leaves=4 num_cat=0 split_feature=151 49 150 split_gain=5.31999 6.00292 3.90488 threshold=-0.016239999999999994 -0.21083999999999997 0.082085000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0019559102970410683 0.01321513597546352 -0.0051827285875732949 0.014098138874106778 leaf_weight=13.583945197664436 9.7989301495254022 97.808725078612042 17.33484438296 leaf_count=244 60 2264 241 internal_value=0 -0.00350534 0.00704805 internal_weight=0 107.608 30.9188 internal_count=2809 2324 485 is_linear=0 shrinkage=0.0224292 Tree=6427 num_leaves=4 num_cat=0 split_feature=151 4 457 split_gain=5.18164 6.70422 3.82374 threshold=-0.016239999999999994 0.27058000000000004 0.088850000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020826461355748823 -0.00011104791999400842 0.00020620975935136838 -0.00018589968470606344 leaf_weight=25.539633836808211 94.464990044813021 14.898787839862051 5.8339027990587047 leaf_count=380 2056 268 105 internal_value=0 -6.7799e-05 0.000134901 internal_weight=0 109.364 31.3735 internal_count=2809 2324 485 is_linear=0 shrinkage=0.000439788 Tree=6428 num_leaves=4 num_cat=0 split_feature=1 42 0 split_gain=6.77408 6.3958 2.99238 threshold=0.10100500000000003 0.09202500000000001 -0.23118499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1304210311523031e-05 -0.00016372453337424139 -0.00036918642352096691 0.00018577523693786066 leaf_weight=90.463527341518784 5.2879130002111188 10.793843677965922 44.487731351691764 leaf_count=1678 48 428 678 internal_value=0 -4.95162e-05 0.000148598 internal_weight=0 101.257 49.7756 internal_count=2832 2106 726 is_linear=0 shrinkage=0.000439788 Tree=6429 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=5.88109 6.49902 3.27285 threshold=0.10100500000000003 0.09202500000000001 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019650824558818425 0.01171920621858461 -0.018714880932367586 -0.00035808145144732668 leaf_weight=89.32908462303385 31.01676655135816 10.653963382312211 17.738431412260979 leaf_count=1678 541 428 185 internal_value=0 -0.00217298 0.00732675 internal_weight=0 99.983 48.7552 internal_count=2832 2106 726 is_linear=0 shrinkage=0.0224292 Tree=6430 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=5.89592 6.13869 3.39816 threshold=0.10100500000000003 0.09202500000000001 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5785092962688914e-06 0.0002264646244961403 -0.00035982085252332175 -1.2827520458300205e-05 leaf_weight=90.506501935666165 31.45949368798756 10.750017239610314 18.062456288724206 leaf_count=1678 541 428 185 internal_value=0 -4.59294e-05 0.000139215 internal_weight=0 101.257 49.5219 internal_count=2832 2106 726 is_linear=0 shrinkage=0.000439788 Tree=6431 num_leaves=4 num_cat=0 split_feature=1 42 47 split_gain=6.04629 6.27811 3.28155 threshold=0.10100500000000003 0.09202500000000001 0.087850000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3980245661968385e-06 0.00022891780030888942 -0.00036172074006745426 -6.3226611631083019e-06 leaf_weight=90.200859805154323 31.491903196991188 10.746576510224257 18.03167399764061 leaf_count=1678 541 428 185 internal_value=0 -4.42859e-05 0.000143297 internal_weight=0 100.947 49.5236 internal_count=2832 2106 726 is_linear=0 shrinkage=0.000439788 Tree=6432 num_leaves=4 num_cat=0 split_feature=159 48 3 split_gain=3.82952 3.73727 2.41147 threshold=-0.032069999999999994 0.092825000000000005 0.12875500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043510372931673271 -9.095073900551926e-06 0.00017221177951577096 2.7877809696954004e-05 leaf_weight=5.863157108309677 109.66325921738462 27.484953170263907 3.4498733496293426 leaf_count=373 2116 309 26 internal_value=0 2.72583e-05 -0.000263893 internal_weight=0 137.148 9.31303 internal_count=2824 2425 399 is_linear=0 shrinkage=0.000439788 Tree=6433 num_leaves=4 num_cat=0 split_feature=159 48 3 split_gain=3.73 3.70419 2.3544 threshold=-0.032069999999999994 0.092825000000000005 0.12875500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043376658072173842 -1.1935240864975614e-05 0.00016893487285838063 2.4385067253701676e-05 leaf_weight=5.8222159376964537 109.17390108430845 27.375977715710178 3.4481349969282746 leaf_count=373 2116 309 26 internal_value=0 2.43448e-05 -0.000263656 internal_weight=0 136.55 9.27035 internal_count=2824 2425 399 is_linear=0 shrinkage=0.000439788 Tree=6434 num_leaves=4 num_cat=0 split_feature=159 48 3 split_gain=3.70102 3.67271 2.33293 threshold=-0.032069999999999994 0.092825000000000005 0.12875500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022169683944355381 -0.00053097462872054159 0.0086946346461664777 0.0012368136416045163 leaf_weight=5.7100687467682274 108.14073730431846 27.140782597431098 3.4184335237368941 leaf_count=373 2116 309 26 internal_value=0 0.00132087 -0.0134201 internal_weight=0 135.282 9.1285 internal_count=2824 2425 399 is_linear=0 shrinkage=0.0224292 Tree=6435 num_leaves=4 num_cat=0 split_feature=159 48 50 split_gain=3.56415 3.51825 2.21035 threshold=-0.032069999999999994 0.092825000000000005 0.11830500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0059175069572458706 -0.00051908075131843108 0.0085181964340335196 -0.030041089662785091 leaf_weight=6.3277977270990942 108.13798077213141 27.082658506609732 2.7264196386095136 leaf_count=295 2116 309 104 internal_value=0 0.0012919 -0.0132296 internal_weight=0 135.221 9.05422 internal_count=2824 2425 399 is_linear=0 shrinkage=0.0224292 Tree=6436 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=3.70422 5.11415 2.14732 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.12877499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0055410092251550877 0.00030754628518547925 0.014470431343643274 -0.023831884455702803 leaf_weight=1.7118110554292796 129.729925493255 14.214457925518216 4.5802732377487692 leaf_count=20 2301 182 424 internal_value=0 0.00170786 -0.0158482 internal_weight=0 143.944 6.29208 internal_count=2927 2483 444 is_linear=0 shrinkage=0.0224292 Tree=6437 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=3.68872 4.73308 2.1686 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.12877499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010932561157035592 5.9311880889443901e-06 0.0002719919066868575 -0.00046660429755988967 leaf_weight=1.7300237768795339 130.84852056296586 14.331456881380289 4.6177517715404965 leaf_count=20 2301 182 424 internal_value=0 3.22277e-05 -0.000309783 internal_weight=0 145.18 6.34778 internal_count=2927 2483 444 is_linear=0 shrinkage=0.000439788 Tree=6438 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=3.64815 4.7204 2.13685 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.12877499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010664589317383991 5.9988845672477816e-06 0.00027166509593957945 -0.00046647210971936267 leaf_weight=1.7259293234674258 130.91294759664379 14.335193814447846 4.5639308181634979 leaf_count=20 2301 182 424 internal_value=0 3.22509e-05 -0.000309362 internal_weight=0 145.248 6.28986 internal_count=2927 2483 444 is_linear=0 shrinkage=0.000439788 Tree=6439 num_leaves=4 num_cat=0 split_feature=1213 403 0 split_gain=3.58799 4.86208 2.11231 threshold=-1.0000000180025095e-35 0.03138500000000001 -0.12877499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0054222641176110177 0.00030052139041946476 0.014095776126527407 -0.023801752741890541 leaf_weight=1.710709987208247 129.77293678518981 14.24643587675382 4.4844122281065202 leaf_count=20 2301 182 424 internal_value=0 0.00166684 -0.01574 internal_weight=0 144.019 6.19512 internal_count=2927 2483 444 is_linear=0 shrinkage=0.0224292 Tree=6440 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=4.09682 4.25162 threshold=-0.51745999999999992 0.085880000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046301529880999205 -5.4114696026154142e-05 9.8285550445054688e-05 leaf_weight=3.3048494238901176 63.486547931923269 80.000295773264952 leaf_count=207 1532 1113 internal_value=0 3.0857e-05 internal_weight=0 143.487 internal_count=2852 2645 is_linear=0 shrinkage=0.000439788 Tree=6441 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=3.95465 3.81641 threshold=-0.51745999999999992 0.085880000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023578826982834967 -0.0024861236945175808 0.0049175008110191997 leaf_weight=3.1812353076238642 62.930681288264168 78.947603290056577 leaf_count=207 1532 1113 internal_value=0 0.0016337 internal_weight=0 141.878 internal_count=2852 2645 is_linear=0 shrinkage=0.0224292 Tree=6442 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=3.9574 3.93431 threshold=-0.51745999999999992 0.085880000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004622149734034804 -5.238024756805864e-05 9.3729694804513169e-05 leaf_weight=3.2224414303636868 63.874538310399657 80.607021690622787 leaf_count=207 1532 1113 internal_value=0 2.91369e-05 internal_weight=0 144.482 internal_count=2852 2645 is_linear=0 shrinkage=0.000439788 Tree=6443 num_leaves=3 num_cat=0 split_feature=52 50 split_gain=3.85416 3.68493 threshold=-0.51745999999999992 0.10114000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023549587330592699 0.00241712591081716 -0.014304435911818311 leaf_weight=3.1152816068788516 134.86858618689439 6.9536456771420481 leaf_count=207 2340 305 internal_value=0 0.00159544 internal_weight=0 141.822 internal_count=2852 2645 is_linear=0 shrinkage=0.0224292 Tree=6444 num_leaves=4 num_cat=0 split_feature=403 403 0 split_gain=4.57774 5.41486 4.65083 threshold=0.092300000000000007 0.09389500000000002 0.18635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001316077988145059 0.044036870131632655 0.0051181015858554283 0.02407426965933666 leaf_weight=130.69351629035009 2.472700506448744 6.4856909950831323 3.7138484826427876 leaf_count=2524 5 230 30 internal_value=0 0.0159313 -0.000611191 internal_weight=0 8.95839 134.407 internal_count=2789 235 2554 is_linear=0 shrinkage=0.0224292 Tree=6445 num_leaves=4 num_cat=0 split_feature=157 403 52 split_gain=4.21731 3.8445 1.9303 threshold=-0.083699999999999983 -0.092224999999999988 -0.085264999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4746786832629656e-05 -0.00040795939149829749 3.575430192578942e-05 -0.00056087950775472555 leaf_weight=2.8840802518097917 3.8662286788603515 135.24416791730619 3.4922879218865992 leaf_count=93 337 2229 130 internal_value=0 2.33681e-05 -0.000341877 internal_weight=0 139.11 6.37637 internal_count=2789 2566 223 is_linear=0 shrinkage=0.000439788 Tree=6446 num_leaves=4 num_cat=0 split_feature=403 403 0 split_gain=4.36707 5.1994 4.48106 threshold=0.092300000000000007 0.09389500000000002 0.18635500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012867870621069925 0.043131725376566038 0.0049840545175706347 0.023738660718970472 leaf_weight=130.72618935658829 2.4681607037782651 6.5027675193559844 3.6823466462665229 leaf_count=2524 5 230 30 internal_value=0 0.0155489 -0.000597899 internal_weight=0 8.97093 134.409 internal_count=2789 235 2554 is_linear=0 shrinkage=0.0224292 Tree=6447 num_leaves=4 num_cat=0 split_feature=403 403 3 split_gain=4.1708 4.99582 4.28473 threshold=0.092300000000000007 0.09389500000000002 -0.16935999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014525629253984642 0.042276734045154495 0.0048616816457349001 -0.0016457485740402002 leaf_weight=8.8023465045553149 2.4620504938065988 6.5172386973863468 125.57148797869741 leaf_count=124 5 230 2430 internal_value=0 0.0151885 -0.000584507 internal_weight=0 8.97929 134.374 internal_count=2789 235 2554 is_linear=0 shrinkage=0.0224292 Tree=6448 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=5.91043 6.3037 threshold=-0.4945199999999999 -0.00189 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047016239993169821 -1.5399294842394707e-05 0.00028966961542506735 leaf_weight=5.0011860008817157 130.55888214481092 14.542332964483647 leaf_count=123 2529 182 internal_value=0 1.52094e-05 internal_weight=0 145.101 internal_count=2834 2711 is_linear=0 shrinkage=0.000439788 Tree=6449 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=5.84915 6.32566 threshold=-0.4945199999999999 -0.00189 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046737983916801906 -1.4299333233157293e-05 0.00029100004252766197 leaf_weight=4.9806779841892412 130.39005805081979 14.576353515527442 leaf_count=123 2529 182 internal_value=0 1.64328e-05 internal_weight=0 144.966 internal_count=2834 2711 is_linear=0 shrinkage=0.000439788 Tree=6450 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=5.96044 6.03827 threshold=-0.4945199999999999 -0.00189 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024157519832189365 -0.00061843980310656696 0.014721682614994229 leaf_weight=4.9128371146507552 128.5782032294992 14.33007747196825 leaf_count=123 2529 182 internal_value=0 0.000921546 internal_weight=0 142.908 internal_count=2834 2711 is_linear=0 shrinkage=0.0224292 Tree=6451 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=5.80409 5.87756 threshold=-0.4945199999999999 -0.00189 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046841904362849787 -1.2004499888030117e-05 0.00028457565458252264 leaf_weight=4.8958404457662246 129.49545449185462 14.337736878078429 leaf_count=123 2529 182 internal_value=0 1.75934e-05 internal_weight=0 143.833 internal_count=2834 2711 is_linear=0 shrinkage=0.000439788 Tree=6452 num_leaves=4 num_cat=0 split_feature=3 47 1375 split_gain=3.49769 4.11948 3.78362 threshold=-0.10600999999999998 0.084955000000000017 -0.43144499999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022850753736428447 -0.026778109816896597 0.023188638305721015 -0.0013817914703302975 leaf_weight=22.181304946760068 3.0102271516807368 6.0153522945329305 114.55834367549687 leaf_count=298 16 43 2473 internal_value=0 0.00675722 -0.00203628 internal_weight=0 28.1967 117.569 internal_count=2830 341 2489 is_linear=0 shrinkage=0.0224292 Tree=6453 num_leaves=4 num_cat=0 split_feature=3 1 15 split_gain=3.35548 3.95246 2.3619 threshold=-0.11266 0.099515000000000006 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010845733005914029 -0.0049189711846115425 0.0035805866282140678 -0.0051532727506313014 leaf_weight=19.508451530375172 77.424035208063287 42.681815560616087 6.0768325876560985 leaf_count=214 1915 609 92 internal_value=0 -0.00189841 0.00704475 internal_weight=0 120.106 25.5853 internal_count=2830 2524 306 is_linear=0 shrinkage=0.0224292 Tree=6454 num_leaves=3 num_cat=0 split_feature=1348 4 split_gain=3.35114 4.43816 threshold=0.084620000000000015 0.51074000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016265339726435357 0.017038828558788927 0.023945549388356632 leaf_weight=136.61651165405419 5.3683631017920552 3.482717114937258 leaf_count=2653 58 119 internal_value=0 -0.000987663 internal_weight=0 140.099 internal_count=2830 2772 is_linear=0 shrinkage=0.0224292 Tree=6455 num_leaves=3 num_cat=0 split_feature=1348 16 split_gain=3.23179 3.24126 threshold=0.084620000000000015 -0.5418599999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017635593617391705 0.016817250805000742 -0.0015916915818003302 leaf_weight=4.5400529496837398 5.3179258755408219 135.47207360807442 leaf_count=64 58 2708 internal_value=0 -0.000965905 internal_weight=0 140.012 internal_count=2830 2772 is_linear=0 shrinkage=0.0224292 Tree=6456 num_leaves=4 num_cat=0 split_feature=1456 15 13 split_gain=3.2383 3.14188 0.0349993 threshold=-1.0000000180025095e-35 -0.24219999999999997 -0.078724999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01846778829033394 0.013579379274911539 0.00027436744925475446 -0.024235141065155376 leaf_weight=1.4713478085177487 9.5613496806618041 131.26048995040037 1.6967522581326182 leaf_count=145 219 2325 121 internal_value=0 0.00117945 -0.0216833 internal_weight=0 140.822 3.1681 internal_count=2810 2544 266 is_linear=0 shrinkage=0.0224292 Tree=6457 num_leaves=4 num_cat=0 split_feature=1456 393 13 split_gain=3.14657 3.23796 0.0364546 threshold=-1.0000000180025095e-35 0.087895000000000015 -0.078724999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018302037395752355 0.0017255236932490082 -0.019082116304462108 -0.024186764671805767 leaf_weight=1.4517681130964777 136.88508567150711 3.8495851728366679 1.662437926250276 leaf_count=145 2430 114 121 internal_value=0 0.00115385 -0.0215717 internal_weight=0 140.735 3.11421 internal_count=2810 2544 266 is_linear=0 shrinkage=0.0224292 Tree=6458 num_leaves=4 num_cat=0 split_feature=4 51 48 split_gain=3.40953 4.49359 3.43346 threshold=0.27150500000000005 0.053845000000000011 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2969994867916333e-05 0.00029017104042986951 0.00012749317188857434 -0.00012754925664572656 leaf_weight=93.833270793460542 14.660222929174781 32.152099839513539 5.1254040222847825 leaf_count=2053 292 427 38 internal_value=0 -1.43509e-05 0.000181943 internal_weight=0 125.985 19.7856 internal_count=2810 2480 330 is_linear=0 shrinkage=0.000439788 Tree=6459 num_leaves=4 num_cat=0 split_feature=4 51 48 split_gain=3.05876 4.26356 3.39049 threshold=0.27150500000000005 0.053845000000000011 0.11427000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030776058997760104 0.014529844359309112 0.00643969798208019 -0.0067920852204263688 leaf_weight=92.67371726714191 14.271802304661835 31.785356950655114 5.074437398929148 leaf_count=2053 292 427 38 internal_value=0 -0.000646385 0.00893601 internal_weight=0 124.459 19.3462 internal_count=2810 2480 330 is_linear=0 shrinkage=0.0224292 Tree=6460 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=3.2515 3.65722 threshold=0.089965000000000003 0.15355000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.3627774550489586e-06 -0.016843737741215184 0.015707629200655649 leaf_weight=131.95727614749558 5.3861860919278106 7.8818941159261149 leaf_count=2670 93 55 internal_value=0 0.000885138 internal_weight=0 139.839 internal_count=2818 2725 is_linear=0 shrinkage=0.0224292 Tree=6461 num_leaves=4 num_cat=0 split_feature=0 0 48 split_gain=3.18944 4.9826 4.07659 threshold=-0.11367499999999998 -0.088174999999999989 0.11028500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014286516031888943 -0.00024004077708460298 8.4631220181358077e-06 -0.00019690808508177624 leaf_weight=44.92103498976212 19.725983102922328 74.429654229192238 8.0365683704294479 leaf_count=388 484 1878 68 internal_value=0 -4.36375e-05 9.12506e-05 internal_weight=0 94.1556 52.9576 internal_count=2818 2362 456 is_linear=0 shrinkage=0.000439788 Tree=6462 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=3.46314 7.33182 5.35402 threshold=0.0047850000000000011 0.11978500000000002 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.5697030203482971e-07 -0.00024556593740800506 -0.00046175755649164517 0.00030403162631366479 leaf_weight=122.43465068396108 4.4574681417434503 7.0022161685046731 14.656805096543392 leaf_count=2412 58 85 263 internal_value=0 -2.47067e-05 0.000175748 internal_weight=0 129.437 19.1143 internal_count=2818 2497 321 is_linear=0 shrinkage=0.000439788 Tree=6463 num_leaves=3 num_cat=0 split_feature=11 39 split_gain=3.10442 2.73374 threshold=0.089965000000000003 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00033870189484531163 -0.016470796148034903 0.0090498375039815473 leaf_weight=122.01752551613754 5.3800998007063745 17.870576519999304 leaf_count=2411 93 314 internal_value=0 0.000861746 internal_weight=0 139.888 internal_count=2818 2725 is_linear=0 shrinkage=0.0224292 Tree=6464 num_leaves=4 num_cat=0 split_feature=376 52 1 split_gain=3.83243 3.58035 1.80395 threshold=1.0000000180025095e-35 -0.27047999999999994 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019622099824043973 2.1734238834469382e-05 -5.8500244608366588e-05 0.00039651165020697794 leaf_weight=11.687560714024583 4.2142422348260862 120.89566059476783 6.0396028527175076 leaf_count=296 26 2383 134 internal_value=0 -3.60209e-05 0.000242808 internal_weight=0 132.583 10.2538 internal_count=2839 2679 160 is_linear=0 shrinkage=0.000439788 Tree=6465 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=3.8369 4.03944 threshold=0.10385500000000002 0.17850500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00055800287537748972 0.020692246430028132 -0.017673050473556474 leaf_weight=129.39961772177048 4.0249974834732702 7.3113324551231917 leaf_count=2644 33 162 internal_value=0 -0.00147566 internal_weight=0 136.711 internal_count=2839 2806 is_linear=0 shrinkage=0.0224292 Tree=6466 num_leaves=4 num_cat=0 split_feature=376 52 1 split_gain=3.72668 3.36766 1.89568 threshold=1.0000000180025095e-35 -0.27047999999999994 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016303383720515715 -6.4863526515815666e-06 -8.1997347454985771e-05 0.00038415540352447199 leaf_weight=11.895658142988394 4.14185658469796 121.36281455595599 5.7008247891790234 leaf_count=296 26 2383 134 internal_value=0 -6.01038e-05 0.000220077 internal_weight=0 133.258 9.84268 internal_count=2839 2679 160 is_linear=0 shrinkage=0.000439788 Tree=6467 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=3.6953 3.8695 threshold=0.10385500000000002 0.17850500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00056918830698222782 0.020382634183054481 -0.017334808176996962 leaf_weight=129.43924436312955 3.9892742353258646 7.2978548216269692 leaf_count=2644 33 162 internal_value=0 -0.00146629 internal_weight=0 136.737 internal_count=2839 2806 is_linear=0 shrinkage=0.0224292 Tree=6468 num_leaves=4 num_cat=0 split_feature=48 50 4 split_gain=2.68214 3.37886 1.21847 threshold=0.10911000000000001 0.10114000000000002 0.032965000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7157604417826554e-05 -2.2783234706268084e-05 -0.00028947261737501345 -0.00028415725603339007 leaf_weight=134.01528786105337 6.5818604843079793 5.6503489862952838 7.2382556993979961 leaf_count=2376 86 292 78 internal_value=0 4.30966e-05 -0.00015988 internal_weight=0 139.666 13.8201 internal_count=2832 2668 164 is_linear=0 shrinkage=0.000439788 Tree=6469 num_leaves=4 num_cat=0 split_feature=48 50 4 split_gain=2.79357 3.40119 1.21723 threshold=0.10911000000000001 0.10114000000000002 0.032965000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030611006983881119 -0.0012555130900861471 -0.014824380966792373 -0.014695256451894444 leaf_weight=132.20367695739697 6.4584030408732342 5.5555832441823432 7.1259778938256204 leaf_count=2376 86 292 78 internal_value=0 0.00233786 -0.00831635 internal_weight=0 137.759 13.5844 internal_count=2832 2668 164 is_linear=0 shrinkage=0.0224292 Tree=6470 num_leaves=4 num_cat=0 split_feature=456 474 49 split_gain=2.53017 2.71525 1.77948 threshold=0.087495000000000003 0.084655000000000022 -0.065679999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5875274775188018e-05 -8.6620605805811868e-06 0.00020748657841780803 -0.00048916986708769181 leaf_weight=131.12395342405216 2.9049635457340628 16.036879679872072 3.0442465358646578 leaf_count=2426 44 255 107 internal_value=0 3.67804e-05 -0.000255319 internal_weight=0 147.161 5.94921 internal_count=2832 2681 151 is_linear=0 shrinkage=0.000439788 Tree=6471 num_leaves=4 num_cat=0 split_feature=456 474 49 split_gain=2.53988 2.72413 1.74518 threshold=0.087495000000000003 0.084655000000000022 -0.065679999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4786235180278649e-05 -1.1110436018345622e-05 0.00020627009243777024 -0.00048544891367170479 leaf_weight=132.10580980859231 2.9066255166544579 16.105121346568922 3.0833764236449488 leaf_count=2426 44 255 107 internal_value=0 3.56174e-05 -0.000256045 internal_weight=0 148.211 5.99 internal_count=2832 2681 151 is_linear=0 shrinkage=0.000439788 Tree=6472 num_leaves=4 num_cat=0 split_feature=52 1 1 split_gain=4.89974 4.82211 1.85181 threshold=0.28251000000000009 0.10342000000000001 0.089135000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.92480992866512e-05 -0.00012147192462848196 0.00012927353750600605 -0.00059179121289478051 leaf_weight=98.254835674495553 2.9158470075926735 41.655713015148649 3.6565306556876749 leaf_count=1978 162 588 101 internal_value=0 3.91372e-06 -0.000384089 internal_weight=0 139.911 6.57238 internal_count=2829 2566 263 is_linear=0 shrinkage=0.000439788 Tree=6473 num_leaves=4 num_cat=0 split_feature=159 1 16 split_gain=4.71911 4.34422 0.712349 threshold=-0.11290499999999999 0.10342000000000001 -0.074814999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011488599494657289 -0.0025603014033504312 0.0061016464375144644 -0.031070221507619074 leaf_weight=1.4788585694368519 98.968700978213747 41.253539505443769 2.682267933007096 leaf_count=66 2032 590 141 internal_value=0 -1.14629e-05 -0.0241952 internal_weight=0 140.222 4.16113 internal_count=2829 2622 207 is_linear=0 shrinkage=0.0224292 Tree=6474 num_leaves=4 num_cat=0 split_feature=52 1 1 split_gain=4.62757 4.53733 1.89227 threshold=0.28251000000000009 0.10342000000000001 0.089135000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.8588568277405415e-05 -0.00011106529257528272 0.00012474083270939531 -0.00059150243224370572 leaf_weight=97.998586693989637 2.8668743122943843 41.59272855555173 3.5585843907319941 leaf_count=1978 162 588 101 internal_value=0 3.06678e-06 -0.000378108 internal_weight=0 139.591 6.42546 internal_count=2829 2566 263 is_linear=0 shrinkage=0.000439788 Tree=6475 num_leaves=4 num_cat=0 split_feature=52 1 1 split_gain=4.61646 4.67509 1.89962 threshold=0.28251000000000009 0.10342000000000001 0.089135000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7689039071023208e-05 -0.00010975459675670215 0.00012808243679982196 -0.00059015470465654044 leaf_weight=98.15323139877728 2.8922004118358009 41.679249104228802 3.5512286321609281 leaf_count=1978 162 588 101 internal_value=0 4.71272e-06 -0.000375483 internal_weight=0 139.832 6.44343 internal_count=2829 2566 263 is_linear=0 shrinkage=0.000439788 Tree=6476 num_leaves=4 num_cat=0 split_feature=15 0 48 split_gain=6.57016 3.84248 2.43374 threshold=0.10112000000000002 -0.074459999999999985 0.093565000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6839206468915536e-05 -0.00050460647723733938 0.00012001652156258587 -4.1142545425208586e-05 leaf_weight=97.174209753407922 6.8141371428500843 43.808369044447318 3.2313583670184016 leaf_count=1859 260 718 24 internal_value=0 1.19112e-05 -0.000355884 internal_weight=0 140.983 10.0455 internal_count=2861 2577 284 is_linear=0 shrinkage=0.000439788 Tree=6477 num_leaves=4 num_cat=0 split_feature=15 0 48 split_gain=6.61299 3.88901 2.46942 threshold=0.10112000000000002 -0.070894999999999986 0.093565000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.314106556914213e-05 -0.0005037079374440943 0.0001284129408182401 -3.8903959151371476e-05 leaf_weight=100.98068514384067 6.8727187140611914 40.308027582199429 3.2598612536676228 leaf_count=1964 260 613 24 internal_value=0 1.29595e-05 -0.000354525 internal_weight=0 141.289 10.1326 internal_count=2861 2577 284 is_linear=0 shrinkage=0.000439788 Tree=6478 num_leaves=4 num_cat=0 split_feature=15 0 48 split_gain=6.69706 3.73153 2.36251 threshold=0.10112000000000002 -0.074459999999999985 0.093565000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018144281945997058 -0.025851203729215864 0.0061101696157350215 -0.002474712680501374 leaf_weight=96.207993866628385 6.7704585899627983 43.343895246318425 3.2063859449699521 leaf_count=1859 260 718 24 internal_value=0 0.000647399 -0.0183575 internal_weight=0 139.552 9.97684 internal_count=2861 2577 284 is_linear=0 shrinkage=0.0224292 Tree=6479 num_leaves=3 num_cat=0 split_feature=49 43 split_gain=4.32617 3.74191 threshold=-0.23934999999999998 -0.51323999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020212446224161885 0.019355046514925464 -0.00054674265099733462 leaf_weight=5.4376861762721083 4.9017414172412819 139.04564313418814 leaf_count=43 37 2781 internal_value=0 0.000133436 internal_weight=0 143.947 internal_count=2861 2818 is_linear=0 shrinkage=0.0224292 Tree=6480 num_leaves=4 num_cat=0 split_feature=42 42 12 split_gain=3.14136 4.20069 2.07124 threshold=-0.11244999999999998 -0.09547499999999999 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033092446948542525 0.022105097686782857 3.5177015463204026e-05 -0.031791087227383712 leaf_weight=2.6593340446706852 4.4578647220041594 140.36643805784115 2.474388231341436 leaf_count=31 64 2584 123 internal_value=0 0.00071734 -0.0171041 internal_weight=0 144.824 5.13372 internal_count=2802 2648 154 is_linear=0 shrinkage=0.0224292 Tree=6481 num_leaves=4 num_cat=0 split_feature=158 1 42 split_gain=3.11213 4.47723 2.94707 threshold=0.085745000000000002 0.10100500000000003 -0.11244999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016705606963983141 -0.027289393616490978 0.0050014001371526985 0.0015016706235410375 leaf_weight=4.6045459667948299 4.8228174014657252 3.8908974268124439 136.6342860366276 leaf_count=137 200 99 2366 internal_value=0 -0.0128913 0.000905915 internal_weight=0 8.71371 141.239 internal_count=2802 299 2503 is_linear=0 shrinkage=0.0224292 Tree=6482 num_leaves=4 num_cat=0 split_feature=158 2 39 split_gain=3.00748 3.17513 3.03124 threshold=0.085745000000000002 0.10556500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015435412447035406 -0.022857371725674942 0.0055258761718326695 0.0015469376835481852 leaf_weight=5.4827772979042484 5.5443073323767731 3.0708410744555295 135.74041620739081 leaf_count=64 224 75 2439 internal_value=0 -0.0127504 0.000885626 internal_weight=0 8.61515 141.223 internal_count=2802 299 2503 is_linear=0 shrinkage=0.0224292 Tree=6483 num_leaves=4 num_cat=0 split_feature=42 42 12 split_gain=2.90561 3.99332 2.04948 threshold=-0.11244999999999998 -0.09547499999999999 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028771433056282852 0.02148061792043144 1.6003256033407433e-05 -0.03138827870595691 leaf_weight=2.6496571828611186 4.4811565689742556 140.20878636255657 2.4214517708969652 leaf_count=31 64 2584 123 internal_value=0 0.000683525 -0.0165579 internal_weight=0 144.69 5.07111 internal_count=2802 2648 154 is_linear=0 shrinkage=0.0224292 Tree=6484 num_leaves=4 num_cat=0 split_feature=13 148 0 split_gain=3.40746 4.93354 1.38366 threshold=0.17850500000000002 -0.083929999999999991 -0.030814999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022632712705914625 -0.021251488071630447 0.0022537537985352117 -0.0026890435697642327 leaf_weight=4.1094727336894712 4.6997203734063078 136.58864410738533 3.5433183088898641 leaf_count=61 121 2675 40 internal_value=0 0.0015239 -0.013297 internal_weight=0 140.698 8.24304 internal_count=2897 2736 161 is_linear=0 shrinkage=0.0224292 Tree=6485 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=3.10616 2.71878 threshold=0.2623950000000001 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034144000027018875 -0.00037014708463820902 3.3792875814103577e-05 leaf_weight=3.8158809418091542 3.9528140645415979 142.98407071749898 leaf_count=325 80 2492 internal_value=0 2.3996e-05 internal_weight=0 146.8 internal_count=2897 2817 is_linear=0 shrinkage=0.000439788 Tree=6486 num_leaves=4 num_cat=0 split_feature=13 148 39 split_gain=3.26506 4.74536 1.35892 threshold=0.17850500000000002 -0.083929999999999991 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022290453509957096 -0.02099688840337316 0.0022021381762653775 -0.0025768570289125122 leaf_weight=4.0798499216325572 4.654840500908902 136.62418594601331 3.5520849617314525 leaf_count=61 112 2675 49 internal_value=0 0.00148902 -0.0130489 internal_weight=0 140.704 8.20693 internal_count=2897 2736 161 is_linear=0 shrinkage=0.0224292 Tree=6487 num_leaves=3 num_cat=0 split_feature=13 49 split_gain=4.22516 2.70522 threshold=0.26811000000000001 0.11115500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.2670256831694449e-06 -0.00046079315365259247 0.00021535822315321129 leaf_weight=134.93026842410836 3.513119226350681 13.252817025968396 leaf_count=2620 64 213 internal_value=0 2.59031e-05 internal_weight=0 148.183 internal_count=2897 2833 is_linear=0 shrinkage=0.000439788 Tree=6488 num_leaves=4 num_cat=0 split_feature=403 456 12 split_gain=4.05227 4.14586 0.147476 threshold=0.10150000000000002 -0.030409999999999996 0.094185000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045300603263418837 -0.00038141219227786325 8.6147675136673513e-06 -0.00056756628911497516 leaf_weight=3.8437367288861415 2.3610909339331552 145.5567089381293 1.5279303628485648 leaf_count=59 122 2587 70 internal_value=0 -3.31806e-06 -0.000456964 internal_weight=0 149.4 3.88902 internal_count=2838 2646 192 is_linear=0 shrinkage=0.000439788 Tree=6489 num_leaves=3 num_cat=0 split_feature=456 43 split_gain=3.89426 4.3239 threshold=-0.030409999999999996 -0.15765999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023161800207613183 0.010490356765198106 -0.0015954017792504213 leaf_weight=3.7961998314131042 16.803414774869452 129.7587569878051 leaf_count=59 214 2565 internal_value=0 -0.000208579 internal_weight=0 146.562 internal_count=2838 2779 is_linear=0 shrinkage=0.0224292 Tree=6490 num_leaves=4 num_cat=0 split_feature=403 456 12 split_gain=4.0024 4.00199 0.144451 threshold=0.10150000000000002 -0.030409999999999996 0.094185000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044665483530799296 -0.00038046274434114366 8.5493510914143799e-06 -0.00056554832738824859 leaf_weight=3.8151717757573342 2.3191506164148445 145.02827578355573 1.5281196801806798 leaf_count=59 122 2587 70 internal_value=0 -3.17428e-06 -0.000456408 internal_weight=0 148.843 3.84727 internal_count=2838 2646 192 is_linear=0 shrinkage=0.000439788 Tree=6491 num_leaves=4 num_cat=0 split_feature=403 43 12 split_gain=4.01635 4.05673 0.143176 threshold=0.10150000000000002 -0.15765999999999997 0.094185000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019950345872168286 -0.00038107273256696411 -2.8707414271093939e-05 -0.00056551479797866051 leaf_weight=16.998006892725243 2.3334467390668574 131.3660962986869 1.5196669348515568 leaf_count=204 122 2442 70 internal_value=0 -2.53909e-06 -0.000456246 internal_weight=0 148.364 3.85311 internal_count=2838 2646 192 is_linear=0 shrinkage=0.000439788 Tree=6492 num_leaves=4 num_cat=0 split_feature=13 13 48 split_gain=3.63312 4.04834 3.78286 threshold=-0.094744999999999982 -0.021259999999999998 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021098973700774454 -0.00018707686104301144 -3.3416303833590654e-06 -0.0001156411315373897 leaf_weight=22.505469383875607 32.325743301051261 81.987294359121734 9.8454635578818834 leaf_count=265 1257 1221 115 internal_value=0 -5.53213e-05 0.000111576 internal_weight=0 114.313 32.3509 internal_count=2858 2478 380 is_linear=0 shrinkage=0.000439788 Tree=6493 num_leaves=4 num_cat=0 split_feature=133 0 403 split_gain=3.61576 6.02975 3.90041 threshold=-0.085929999999999992 -0.084184999999999996 0.084925000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0048727522553079486 -0.0015996791103140616 0.020578307156549375 -0.024671911291702698 leaf_weight=9.0634414038140694 122.35128911626089 9.6567953556077537 3.7816160969305193 leaf_count=268 2299 172 119 internal_value=0 0.00826371 -0.00229504 internal_weight=0 18.7202 126.133 internal_count=2858 440 2418 is_linear=0 shrinkage=0.0224292 Tree=6494 num_leaves=4 num_cat=0 split_feature=133 0 403 split_gain=3.45492 5.75031 3.70651 threshold=-0.085929999999999992 -0.084184999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047685384009469754 -0.001481913781018578 0.020081584297924449 -0.021639193478898415 leaf_weight=9.0543113168387226 121.33870512312933 9.673982288601108 4.750633191310043 leaf_count=268 2250 172 168 internal_value=0 0.00807501 -0.00224454 internal_weight=0 18.7283 126.089 internal_count=2858 440 2418 is_linear=0 shrinkage=0.0224292 Tree=6495 num_leaves=4 num_cat=0 split_feature=13 12 48 split_gain=3.66372 4.23593 3.71262 threshold=-0.094744999999999982 1.0000000180025095e-35 0.084705000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021351894455862237 2.8240808176526265e-05 -0.00014060095543829345 -0.00010957358147886245 leaf_weight=22.618884898198303 60.614581049318076 54.623065846386453 9.8673307658027607 leaf_count=265 620 1858 115 internal_value=0 -5.18008e-05 0.000115376 internal_weight=0 115.238 32.4862 internal_count=2858 2478 380 is_linear=0 shrinkage=0.000439788 Tree=6496 num_leaves=4 num_cat=0 split_feature=133 4 12 split_gain=4.40825 5.42923 4.23683 threshold=-0.10927999999999999 0.39985000000000009 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025115944437175821 0.00274510170128615 0.019041338682189515 -0.0072543990378063491 leaf_weight=6.7072564954505633 106.24151405841621 1.754052512682392 26.646580382293905 leaf_count=312 1758 30 706 internal_value=0 -0.0159398 0.000739258 internal_weight=0 8.46131 132.888 internal_count=2806 342 2464 is_linear=0 shrinkage=0.0224292 Tree=6497 num_leaves=4 num_cat=0 split_feature=133 4 159 split_gain=4.28618 5.28627 4.1635 threshold=-0.10927999999999999 0.39985000000000009 0.10516000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025017076215010731 0.0015983944927551491 0.018860141330789632 -0.017275710897626001 leaf_weight=6.5841956706499314 126.71042809896608 1.7316224993846843 6.1466900136583709 leaf_count=312 2247 30 217 internal_value=0 -0.0158581 0.000722819 internal_weight=0 8.31582 132.857 internal_count=2806 342 2464 is_linear=0 shrinkage=0.0224292 Tree=6498 num_leaves=4 num_cat=0 split_feature=403 159 1 split_gain=4.2373 3.75178 0.153903 threshold=0.10150000000000002 0.10516000000000002 0.078675000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012114277698257972 -0.027235628683045833 -0.016502640845932628 -0.017400670934327227 leaf_weight=130.91929101447386 2.3371139506343748 6.2854289661918292 1.4620059950393622 leaf_count=2385 130 228 63 internal_value=0 0.000397753 -0.0235568 internal_weight=0 137.205 3.79912 internal_count=2806 2613 193 is_linear=0 shrinkage=0.0224292 Tree=6499 num_leaves=4 num_cat=0 split_feature=133 12 15 split_gain=4.19836 4.1857 4.142 threshold=-0.10927999999999999 0.092355000000000007 -0.16636999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029011718628340732 5.2476124377138387e-05 -0.00014086751874021995 -0.00046884585718105559 leaf_weight=1.750491995771881 107.5328654347104 27.098347963205015 6.5469948231693689 leaf_count=49 1758 706 293 internal_value=0 1.35458e-05 -0.000308432 internal_weight=0 134.631 8.29749 internal_count=2806 2464 342 is_linear=0 shrinkage=0.000439788 Tree=6500 num_leaves=4 num_cat=0 split_feature=1456 11 52 split_gain=3.92703 3.15659 0.0754792 threshold=-1.0000000180025095e-35 0.088315000000000018 0.039215000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025810015440985282 0.0015044293641668287 -0.014577341876549695 -0.018387717378623828 leaf_weight=2.1231682654324682 144.82112324233458 6.3929254884278626 1.4466483021642487 leaf_count=150 2500 100 126 internal_value=0 0.000822781 -0.022916 internal_weight=0 151.214 3.56982 internal_count=2876 2600 276 is_linear=0 shrinkage=0.0224292 Tree=6501 num_leaves=4 num_cat=0 split_feature=1456 11 484 split_gain=3.83547 2.93672 0.0759032 threshold=-1.0000000180025095e-35 0.088315000000000018 -0.0010549999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050608821476904578 2.747467618059289e-05 -0.00027502952297505322 -0.0003614116179361389 leaf_weight=2.0259553781361324 146.46096658937313 6.4626941861351943 1.5314929369451409 leaf_count=145 2500 100 131 internal_value=0 1.46578e-05 -0.000446066 internal_weight=0 152.924 3.55745 internal_count=2876 2600 276 is_linear=0 shrinkage=0.000439788 Tree=6502 num_leaves=4 num_cat=0 split_feature=1456 11 52 split_gain=3.81614 3.01501 0.0763528 threshold=-1.0000000180025095e-35 0.088315000000000018 0.036335000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025803034570017484 0.0014687211841052314 -0.014252970864798794 -0.018324209269952249 leaf_weight=2.0433050133869979 144.85210304096108 6.388853692522388 1.4653217279410453 leaf_count=147 2500 100 129 internal_value=0 0.000802876 -0.0227957 internal_weight=0 151.241 3.50863 internal_count=2876 2600 276 is_linear=0 shrinkage=0.0224292 Tree=6503 num_leaves=4 num_cat=0 split_feature=1456 49 52 split_gain=3.78645 2.8348 0.0836813 threshold=-1.0000000180025095e-35 0.27772500000000006 0.05728500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0005026389936227672 2.4942880988842377e-05 -0.0003370951291919856 -0.00035091198696226742 leaf_weight=2.112316647500847 149.52958599640988 4.284445514145772 1.4374313691296263 leaf_count=153 2549 51 123 internal_value=0 1.48178e-05 -0.000443405 internal_weight=0 153.814 3.54975 internal_count=2876 2600 276 is_linear=0 shrinkage=0.000439788 Tree=6504 num_leaves=3 num_cat=0 split_feature=150 9 split_gain=3.73149 3.17865 threshold=-0.20684999999999998 0.081505000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019050247090744023 4.4661606047559344e-05 -0.01421294789949696 leaf_weight=4.9140139899682245 134.06707707537498 8.3376517441647575 leaf_count=31 2745 96 internal_value=0 -0.0007919 internal_weight=0 142.405 internal_count=2872 2841 is_linear=0 shrinkage=0.0224292 Tree=6505 num_leaves=3 num_cat=0 split_feature=150 9 split_gain=3.57736 3.13839 threshold=-0.20684999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036288634030457714 0.00038716006798261596 -2.6633398389844809e-05 leaf_weight=4.9604444971773765 3.6174200014211229 141.03756294951017 leaf_count=31 97 2744 internal_value=0 -1.62358e-05 internal_weight=0 144.655 internal_count=2872 2841 is_linear=0 shrinkage=0.000439788 Tree=6506 num_leaves=3 num_cat=0 split_feature=150 9 split_gain=3.5742 3.07077 threshold=-0.20684999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003630359954242388 0.00038508216721022898 -2.6872082470321807e-05 leaf_weight=4.9400016930885604 3.5696096401079549 141.2240284194886 leaf_count=31 97 2744 internal_value=0 -1.66667e-05 internal_weight=0 144.794 internal_count=2872 2841 is_linear=0 shrinkage=0.000439788 Tree=6507 num_leaves=3 num_cat=0 split_feature=150 9 split_gain=3.5685 3.03559 threshold=-0.20684999999999998 0.081505000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018645864592919913 4.092223022925533e-05 -0.013892826354846701 leaf_weight=4.904484918806701 134.14866923285081 8.3364691597671463 leaf_count=31 2745 96 internal_value=0 -0.00077606 internal_weight=0 142.485 internal_count=2872 2841 is_linear=0 shrinkage=0.0224292 Tree=6508 num_leaves=3 num_cat=0 split_feature=0 48 split_gain=5.0351 3.45164 threshold=0.17491000000000004 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038992232313105448 0.00042660834327822782 -6.753293005320845e-07 leaf_weight=4.5278356475755563 5.2059377413825123 142.34552765684202 leaf_count=48 32 2776 internal_value=0 -1.27242e-05 internal_weight=0 146.873 internal_count=2856 2824 is_linear=0 shrinkage=0.000439788 Tree=6509 num_leaves=3 num_cat=0 split_feature=0 48 split_gain=5.05384 3.45821 threshold=0.17491000000000004 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019909502502610893 0.021894884437132105 7.0731425089041181e-05 leaf_weight=4.4784259920706964 5.2100813626311711 140.38737872590355 leaf_count=48 32 2776 internal_value=0 -0.000549486 internal_weight=0 144.866 internal_count=2856 2824 is_linear=0 shrinkage=0.0224292 Tree=6510 num_leaves=3 num_cat=0 split_feature=0 130 split_gain=4.87846 3.37747 threshold=0.17491000000000004 -0.076549999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011916782203561032 0.021618826173892942 -0.0014787334746727036 leaf_weight=10.16573792346753 5.1590841277793507 134.69523200946787 leaf_count=143 32 2681 internal_value=0 -0.000537246 internal_weight=0 144.861 internal_count=2856 2824 is_linear=0 shrinkage=0.0224292 Tree=6511 num_leaves=3 num_cat=0 split_feature=0 48 split_gain=4.70871 3.30266 threshold=0.17491000000000004 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019456200942704789 0.021344292068837759 8.0630919552960299e-05 leaf_weight=4.4731713996734461 5.1090530811052295 140.35952434008141 leaf_count=48 32 2776 internal_value=0 -0.000525251 internal_weight=0 144.833 internal_count=2856 2824 is_linear=0 shrinkage=0.0224292 Tree=6512 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=4.43333 5.27843 threshold=0.11926500000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.074879531322789e-05 -0.00031968427338166332 -0.00045095844723335625 leaf_weight=138.89233188603976 7.5438939345185636 4.3359356697910689 leaf_count=2455 104 274 internal_value=0 2.58053e-05 internal_weight=0 143.228 internal_count=2833 2729 is_linear=0 shrinkage=0.000439788 Tree=6513 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=4.48767 5.26735 threshold=0.11926500000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002139907825322104 -0.016392473057603548 -0.023053803320179572 leaf_weight=137.81775973171898 7.5095571374404235 4.2861666804892584 leaf_count=2455 104 274 internal_value=0 0.00137702 internal_weight=0 142.104 internal_count=2833 2729 is_linear=0 shrinkage=0.0224292 Tree=6514 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=4.20841 5.27864 threshold=0.11926500000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2816204118073312e-05 -0.00030654390599495375 -0.00044734502334368672 leaf_weight=140.08160315471468 7.6415309165313365 4.3633342443645224 leaf_count=2455 104 274 internal_value=0 2.79524e-05 internal_weight=0 144.445 internal_count=2833 2729 is_linear=0 shrinkage=0.000439788 Tree=6515 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=4.29335 5.09472 threshold=0.11926500000000002 0.10647500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020927419161718688 -0.016050188002280488 -0.022842051041371551 leaf_weight=137.86419323088921 7.4940036141197188 4.2302827459971004 leaf_count=2455 104 274 internal_value=0 0.00134744 internal_weight=0 142.094 internal_count=2833 2729 is_linear=0 shrinkage=0.0224292 Tree=6516 num_leaves=3 num_cat=0 split_feature=33 38 split_gain=4.17675 3.21864 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023188933644415374 0.0016566466268561225 -0.016295259358554554 leaf_weight=3.6545544140972188 142.27635428457143 5.1892115993250618 leaf_count=40 2733 66 internal_value=0 0.0010229 internal_weight=0 147.466 internal_count=2839 2799 is_linear=0 shrinkage=0.0224292 Tree=6517 num_leaves=4 num_cat=0 split_feature=16 48 150 split_gain=3.1083 6.36444 5.50922 threshold=-0.082914999999999975 0.08790000000000002 -0.053939999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0082757912691493549 0.019579295439708082 -0.0071829390265293665 -0.0039480405935414849 leaf_weight=48.662359575555456 5.3284059633151619 18.468938600213733 78.652156696458405 leaf_count=849 69 182 1739 internal_value=0 0.004022 -0.00245117 internal_weight=0 67.1313 83.9806 internal_count=2839 1031 1808 is_linear=0 shrinkage=0.0224292 Tree=6518 num_leaves=3 num_cat=0 split_feature=33 12 split_gain=3.98937 3.45041 threshold=-1.0000000180025095e-35 -0.12394999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022747013705779424 -0.018255132614319956 0.0016000812880291339 leaf_weight=3.6313903945265329 4.5238931574785957 142.92879885779257 leaf_count=40 86 2713 internal_value=0 0.000988633 internal_weight=0 147.453 internal_count=2839 2799 is_linear=0 shrinkage=0.0224292 Tree=6519 num_leaves=3 num_cat=0 split_feature=33 12 split_gain=3.83719 3.07682 threshold=-1.0000000180025095e-35 -0.12394999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043539316886869508 -0.00033392814202230027 3.0987970626398259e-05 leaf_weight=3.6518728096270925 4.5921626933486541 144.82885370681834 leaf_count=40 86 2713 internal_value=0 1.97318e-05 internal_weight=0 149.421 internal_count=2839 2799 is_linear=0 shrinkage=0.000439788 Tree=6520 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=11.6818 8.39206 4.49146 threshold=0.077020000000000019 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042586750973314287 4.9453711234244923e-05 -4.5096860173207764e-05 0.00046712339256915211 leaf_weight=18.479296110122959 91.017836831852037 28.369257383252261 5.2494819476851253 leaf_count=679 1279 755 106 internal_value=0 -0.000195403 7.23175e-05 internal_weight=0 46.8486 96.2673 internal_count=2819 1434 1385 is_linear=0 shrinkage=0.000439788 Tree=6521 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=11.2715 8.4347 4.56054 threshold=0.077020000000000019 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021728795879478 0.0024092414324990452 -0.0021653089745579898 0.023961568079402178 leaf_weight=18.304944917264947 89.728542356962862 28.082795968672144 5.2083538104925529 leaf_count=679 1279 755 106 internal_value=0 -0.00989097 0.00359621 internal_weight=0 46.3877 94.9369 internal_count=2819 1434 1385 is_linear=0 shrinkage=0.0224292 Tree=6522 num_leaves=4 num_cat=0 split_feature=1 52 403 split_gain=10.821 8.28698 4.35129 threshold=0.077020000000000019 -0.41023999999999994 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019943945704676832 0.0023559987735616234 -0.012763787414452814 0.023395357545801337 leaf_weight=4.2797306352294973 89.699044301974936 41.858595628484181 5.2151449015073004 leaf_count=142 1279 1292 106 internal_value=0 -0.00972287 0.0035165 internal_weight=0 46.1383 94.9142 internal_count=2819 1434 1385 is_linear=0 shrinkage=0.0224292 Tree=6523 num_leaves=4 num_cat=0 split_feature=1 0 403 split_gain=10.3753 8.24419 4.15087 threshold=0.077020000000000019 -0.084804999999999978 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021409708623498096 0.0023039129415181 -0.0019395917897218156 0.022839206772843755 leaf_weight=17.933209857805195 89.670322589947318 28.022189171781065 5.2226974432560374 leaf_count=679 1279 755 106 internal_value=0 -0.00954317 0.0034385 internal_weight=0 45.9554 94.893 internal_count=2819 1434 1385 is_linear=0 shrinkage=0.0224292 Tree=6524 num_leaves=3 num_cat=0 split_feature=14 50 split_gain=4.66748 3.08682 threshold=0.073890000000000011 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019520224331860544 -0.025362714365481129 -0.0099853076768888962 leaf_weight=125.54153511054028 3.4672944058256681 11.914187408387077 leaf_count=2200 91 484 internal_value=0 0.000916093 internal_weight=0 137.456 internal_count=2775 2684 is_linear=0 shrinkage=0.0224292 Tree=6525 num_leaves=4 num_cat=0 split_feature=50 40 47 split_gain=2.87096 6.80327 3.70624 threshold=0.086500000000000007 -1.0000000180025095e-35 0.13206500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019541191204121107 0.01994664487868537 -0.01943759697899973 -0.019215437548600264 leaf_weight=124.36835279054503 2.8727938444935708 9.3131669390641019 4.2853728049667543 leaf_count=2232 30 473 40 internal_value=0 -0.0101362 0.00124623 internal_weight=0 12.186 128.654 internal_count=2775 503 2272 is_linear=0 shrinkage=0.0224292 Tree=6526 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=4.5237 3.02294 threshold=0.073890000000000011 0.079020000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004318485329608608 -0.025163980836181085 0.0092668959536904103 leaf_weight=118.55321380042005 3.4171896390253087 18.700271237379638 leaf_count=2480 91 204 internal_value=0 0.000890674 internal_weight=0 137.253 internal_count=2775 2684 is_linear=0 shrinkage=0.0224292 Tree=6527 num_leaves=3 num_cat=0 split_feature=14 457 split_gain=3.86457 2.91437 threshold=0.064610000000000015 0.079020000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045249888042647913 -0.022889452547797007 0.0090811522163159134 leaf_weight=118.40005501417909 3.5208560885803299 18.6556530186499 leaf_count=2479 92 204 internal_value=0 0.00084628 internal_weight=0 137.056 internal_count=2775 2683 is_linear=0 shrinkage=0.0224292 Tree=6528 num_leaves=4 num_cat=0 split_feature=133 160 157 split_gain=3.23534 5.99558 4.37525 threshold=0.084030000000000007 -1.0000000180025095e-35 -0.074904999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019785583802611796 -0.00027851029083204561 0.00023258088305362569 -4.7688587676400919e-05 leaf_weight=16.287278030133166 5.334740233403866 26.025207717393641 100.7729354583862 leaf_count=224 331 582 1734 internal_value=0 0.000145521 -1.34978e-05 internal_weight=0 31.3599 117.06 internal_count=2871 913 1958 is_linear=0 shrinkage=0.000439788 Tree=6529 num_leaves=4 num_cat=0 split_feature=133 160 157 split_gain=3.27924 5.89177 4.39854 threshold=0.084030000000000007 -1.0000000180025095e-35 -0.074904999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010260216825542493 -0.014088540121937531 0.012000026864625011 -0.0023669463338378952 leaf_weight=16.101856928449706 5.2222560296359033 25.785298092770972 99.725788260599074 leaf_count=224 331 582 1734 internal_value=0 0.00760026 -0.000610171 internal_weight=0 31.0076 115.828 internal_count=2871 913 1958 is_linear=0 shrinkage=0.0224292 Tree=6530 num_leaves=4 num_cat=0 split_feature=133 1429 49 split_gain=3.13595 5.26169 4.21851 threshold=0.084030000000000007 0.080400000000000013 -0.088014999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011658073913604466 0.01026875803386447 -0.022642624964988818 0.0010597490000816879 leaf_weight=15.066336743831924 28.328482124772567 2.6563938424296785 100.7333616492906 leaf_count=126 766 147 1832 internal_value=0 0.007435 -0.000596576 internal_weight=0 30.9849 115.8 internal_count=2871 913 1958 is_linear=0 shrinkage=0.0224292 Tree=6531 num_leaves=4 num_cat=0 split_feature=482 133 482 split_gain=3.08128 2.87811 1.05444 threshold=0.092060000000000017 0.084030000000000007 0.11043500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.173491360447578e-05 -0.0060548814699844557 0.007712659807303306 -0.029724325140089027 leaf_weight=112.4388817910658 1.7787360535876353 30.521429789041576 2.0352867880574195 leaf_count=1860 59 868 84 internal_value=0 0.00160674 -0.0187708 internal_weight=0 142.96 3.81402 internal_count=2871 2728 143 is_linear=0 shrinkage=0.0224292 Tree=6532 num_leaves=4 num_cat=0 split_feature=1456 159 160 split_gain=3.13627 2.97084 0.413405 threshold=1.0000000180025095e-35 0.091330000000000008 -0.081114999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020815748209502068 -0.010510517527263209 -0.010150320750106454 -0.025269863904423914 leaf_weight=132.37416281894548 1.7179813378170368 10.785226930602219 2.2620016305081654 leaf_count=2315 88 295 150 internal_value=0 0.00115883 -0.0189795 internal_weight=0 143.159 3.97998 internal_count=2848 2610 238 is_linear=0 shrinkage=0.0224292 Tree=6533 num_leaves=4 num_cat=0 split_feature=1456 159 160 split_gain=3.10337 2.78768 0.426735 threshold=1.0000000180025095e-35 0.091330000000000008 -0.081114999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9863308713732028e-05 -0.00020228395746513153 -0.00019087342636131695 -0.0004947050158437533 leaf_weight=133.37527940667496 1.7457550156832438 10.940558311995117 2.2644329851391367 leaf_count=2315 88 295 150 internal_value=0 2.23483e-05 -0.000368967 internal_weight=0 144.316 4.01019 internal_count=2848 2610 238 is_linear=0 shrinkage=0.000439788 Tree=6534 num_leaves=4 num_cat=0 split_feature=1456 1 160 split_gain=3.00126 2.83182 0.453416 threshold=1.0000000180025095e-35 0.077020000000000019 -0.081114999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.841173169667211e-05 -0.00019305517894768051 6.8267549110456583e-05 -0.00049304862690874361 leaf_weight=54.407920917936281 1.7698951200436566 91.508852916616888 2.259961440890037 leaf_count=1286 88 1324 150 internal_value=0 2.10312e-05 -0.000362824 internal_weight=0 145.917 4.02986 internal_count=2848 2610 238 is_linear=0 shrinkage=0.000439788 Tree=6535 num_leaves=4 num_cat=0 split_feature=1456 159 160 split_gain=3.04773 2.75588 0.429516 threshold=1.0000000180025095e-35 0.091330000000000008 -0.081114999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.9702115159683676e-05 -0.00019956317928095641 -0.00018969631618999066 -0.00049394261182765943 leaf_weight=133.4301970724955 1.7364357989281418 10.94209608263918 2.2415961836013585 leaf_count=2315 88 295 150 internal_value=0 2.2293e-05 -0.000367011 internal_weight=0 144.372 3.97803 internal_count=2848 2610 238 is_linear=0 shrinkage=0.000439788 Tree=6536 num_leaves=3 num_cat=0 split_feature=38 40 split_gain=3.55277 4.3591 threshold=0.089560000000000015 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013645268288544738 -0.022544836914777128 0.020325639452446476 leaf_weight=132.39254938608065 3.7958508818410328 4.8122092826815779 leaf_count=2730 53 50 internal_value=0 -0.000601061 internal_weight=0 137.205 internal_count=2833 2780 is_linear=0 shrinkage=0.0224292 Tree=6537 num_leaves=4 num_cat=0 split_feature=484 3 1 split_gain=3.63885 3.9012 1.02928 threshold=-0.083139999999999992 -0.160465 0.11507500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053065958348063019 0.00027902000451374706 -2.770868520770948e-05 -8.6709684011514299e-05 leaf_weight=3.3527773325840817 8.5298429048125382 129.62348576853401 1.4541947117540983 leaf_count=221 140 2452 20 internal_value=0 -8.73475e-06 -0.000397231 internal_weight=0 138.153 4.80697 internal_count=2833 2592 241 is_linear=0 shrinkage=0.000439788 Tree=6538 num_leaves=4 num_cat=0 split_feature=484 3 2 split_gain=3.52972 3.96067 0.889101 threshold=-0.083139999999999992 -0.160465 0.10496000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0270045126805212 0.014332564754544766 -0.0014913138169441913 -0.0061477725602689087 leaf_weight=3.1638658511510576 8.466609976559992 127.79672372371715 1.539155974605819 leaf_count=206 140 2452 35 internal_value=0 -0.00050624 -0.0202312 internal_weight=0 136.263 4.70302 internal_count=2833 2592 241 is_linear=0 shrinkage=0.0224292 Tree=6539 num_leaves=4 num_cat=0 split_feature=484 3 2 split_gain=3.42379 3.80664 0.888974 threshold=-0.083139999999999992 -0.160465 0.10496000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026929664223807229 0.014100800352200309 -0.0014579526474961515 -0.0060108980348100461 leaf_weight=3.1022471721225875 8.4136674620967806 127.78954187444469 1.5393289023777468 leaf_count=206 140 2452 35 internal_value=0 -0.000495002 -0.0200452 internal_weight=0 136.203 4.64158 internal_count=2833 2592 241 is_linear=0 shrinkage=0.0224292 Tree=6540 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.63367 3.3472 threshold=-0.52503499999999981 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021292466553160166 0.022262243700715514 0.0011301588117052026 leaf_weight=3.5254780541872597 3.8545581063372074 142.0755345293619 leaf_count=44 42 2748 internal_value=0 0.00169118 internal_weight=0 145.93 internal_count=2834 2790 is_linear=0 shrinkage=0.0224292 Tree=6541 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=3.44727 3.24204 threshold=-0.52503499999999981 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020640651347509326 0.022018148776591955 0.0011047812575925508 leaf_weight=3.5554953158134586 3.8105874758330165 142.07966059982209 leaf_count=44 42 2748 internal_value=0 0.00165384 internal_weight=0 145.89 internal_count=2834 2790 is_linear=0 shrinkage=0.0224292 Tree=6542 num_leaves=3 num_cat=0 split_feature=13 155 split_gain=2.98221 3.13758 threshold=-0.52503499999999981 0.088505000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037109762369573403 4.1234354216524519e-05 -0.00036176758490080838 leaf_weight=3.6414890084415665 143.6187346938932 3.817342784968786 leaf_count=44 2607 183 internal_value=0 3.07545e-05 internal_weight=0 147.436 internal_count=2834 2790 is_linear=0 shrinkage=0.000439788 Tree=6543 num_leaves=3 num_cat=0 split_feature=38 41 split_gain=3.20951 4.15989 threshold=1.0000000180025095e-35 0.087145000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3525570127852319e-05 -0.00031742360948208313 -0.00043203196767887186 leaf_weight=142.5531155564895 5.2588945060124379 3.6296993402793296 leaf_count=2677 67 90 internal_value=0 3.16627e-05 internal_weight=0 146.183 internal_count=2834 2767 is_linear=0 shrinkage=0.000439788 Tree=6544 num_leaves=4 num_cat=0 split_feature=403 15 123 split_gain=2.87189 6.85948 4.07985 threshold=0.085685000000000011 0.085205000000000017 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0030704331236294409 -0.0064649033404224829 0.026056149096819494 0.011037408257535361 leaf_weight=121.81481632337091 6.7872908983335929 6.2535303835175 11.247042765782679 leaf_count=2336 146 123 228 internal_value=0 0.00914537 -0.00187656 internal_weight=0 13.0408 133.062 internal_count=2833 269 2564 is_linear=0 shrinkage=0.0224292 Tree=6545 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=2.81442 3.41948 threshold=-0.41122499999999995 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049684150888565533 -3.5483908101006534e-05 0.00016639860635664729 leaf_weight=2.3106311826995798 126.53226244721009 18.595313910991536 leaf_count=103 2407 323 internal_value=0 -9.59805e-06 internal_weight=0 145.128 internal_count=2833 2730 is_linear=0 shrinkage=0.000439788 Tree=6546 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=2.80835 3.40766 threshold=-0.41122499999999995 0.0095750000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004961141363838315 -3.4576388090079999e-05 0.00016703219747941179 leaf_weight=2.3043170950986669 126.53499032781838 18.579301848949399 leaf_count=103 2407 323 internal_value=0 -8.74542e-06 internal_weight=0 145.114 internal_count=2833 2730 is_linear=0 shrinkage=0.000439788 Tree=6547 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=2.79015 3.3112 threshold=-0.41122499999999995 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025350375124153026 0.01841265027067597 -0.0010911434399035369 leaf_weight=2.2862764930177937 4.501998020336031 139.32208627570799 leaf_count=103 14 2716 internal_value=0 -0.000478271 internal_weight=0 143.824 internal_count=2833 2730 is_linear=0 shrinkage=0.0224292 Tree=6548 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=5.16633 3.81946 threshold=-0.27559499999999998 0.086895000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051943526176207475 -1.7921506335653495e-06 0.00028911461912285328 leaf_weight=3.5256137859541914 125.56028713266642 9.3624741085804981 leaf_count=69 2648 82 internal_value=0 1.84323e-05 internal_weight=0 134.923 internal_count=2799 2730 is_linear=0 shrinkage=0.000439788 Tree=6549 num_leaves=3 num_cat=0 split_feature=151 1374 split_gain=5.24158 3.85868 threshold=-0.27559499999999998 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026706284736411994 0.0016065172265691688 -0.022272342304402219 leaf_weight=3.5112866288982323 130.13324413191731 3.4767737647634922 leaf_count=69 2665 65 internal_value=0 0.000982053 internal_weight=0 133.61 internal_count=2799 2730 is_linear=0 shrinkage=0.0224292 Tree=6550 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=5.06819 3.80394 threshold=-0.27559499999999998 0.086895000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026422967513364464 -7.5806000270741517e-05 0.014786646599111468 leaf_weight=3.4700096517335615 124.2969631096712 9.2931898108217847 leaf_count=69 2648 82 internal_value=0 0.000960064 internal_weight=0 133.59 internal_count=2799 2730 is_linear=0 shrinkage=0.0224292 Tree=6551 num_leaves=3 num_cat=0 split_feature=151 1374 split_gain=4.90008 3.7064 threshold=-0.27559499999999998 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026139497228891029 0.0015494644738303443 -0.021911474324223766 leaf_weight=3.4296322560403487 130.10271268208089 3.4590733050717963 leaf_count=69 2665 65 internal_value=0 0.000938812 internal_weight=0 133.562 internal_count=2799 2730 is_linear=0 shrinkage=0.0224292 Tree=6552 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=4.40678 3.48411 threshold=-0.40187499999999993 -0.37971999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048494610149212134 -0.00042619145967635056 6.0551725364067737e-05 leaf_weight=3.0023758256938882 2.880115173829835 150.84970374776458 leaf_count=229 158 2491 internal_value=0 5.13808e-05 internal_weight=0 153.73 internal_count=2878 2649 is_linear=0 shrinkage=0.000439788 Tree=6553 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=4.36494 4.33454 threshold=-0.40187499999999993 -0.38664499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048516953628472239 -0.00049893466825059237 6.8125014993029797e-05 leaf_weight=2.8949847835065148 2.6346462095825691 149.28978645895404 leaf_count=229 154 2495 internal_value=0 5.82297e-05 internal_weight=0 151.924 internal_count=2878 2649 is_linear=0 shrinkage=0.000439788 Tree=6554 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=4.28038 3.50784 threshold=-0.40187499999999993 -0.37971999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048492145278373908 -0.00042715575063042405 6.38213663415944e-05 leaf_weight=2.8802228927233946 2.8499466654538983 148.75971726379066 leaf_count=229 158 2491 internal_value=0 5.45394e-05 internal_weight=0 151.61 internal_count=2878 2649 is_linear=0 shrinkage=0.000439788 Tree=6555 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=4.27194 4.24647 threshold=-0.40187499999999993 -0.38664499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024761496211438788 -0.025480749545362037 0.0033632526182880867 leaf_weight=2.8516206038802911 2.594352503620029 147.30916164979863 leaf_count=229 154 2495 internal_value=0 0.00286087 internal_weight=0 149.904 internal_count=2878 2649 is_linear=0 shrinkage=0.0224292 Tree=6556 num_leaves=4 num_cat=0 split_feature=133 453 16 split_gain=3.77187 3.6348 0.448632 threshold=0.11238000000000002 1.0000000180025095e-35 -0.090394999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.6704926454496832e-05 -0.00016146839480333115 -0.00035989584627750998 -0.0004563785503643555 leaf_weight=138.96649977009656 1.4485034845711195 4.5990139523637472 3.4077140359877367 leaf_count=2396 71 71 283 internal_value=0 2.3954e-05 -0.00036939 internal_weight=0 143.566 4.85622 internal_count=2821 2467 354 is_linear=0 shrinkage=0.000439788 Tree=6557 num_leaves=4 num_cat=0 split_feature=133 453 16 split_gain=3.89975 3.49472 0.427334 threshold=0.11238000000000002 1.0000000180025095e-35 -0.090394999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8589399297444602e-05 -0.00016733645831692152 -0.00035140824360644279 -0.0004533852898014303 leaf_weight=138.91215171237855 1.4622465222782919 4.5718623860157086 3.493576762120937 leaf_count=2396 71 71 283 internal_value=0 2.61177e-05 -0.000369951 internal_weight=0 143.484 4.95582 internal_count=2821 2467 354 is_linear=0 shrinkage=0.000439788 Tree=6558 num_leaves=4 num_cat=0 split_feature=133 453 16 split_gain=3.75801 3.61519 0.396033 threshold=0.11238000000000002 1.0000000180025095e-35 -0.089704999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019705013432279135 -0.0089736401922190807 -0.018363301752323709 -0.023217519789319217 leaf_weight=136.77969685767312 1.4440261213167103 4.5257991784019387 3.3012158479104974 leaf_count=2396 74 71 280 internal_value=0 0.00131685 -0.0189363 internal_weight=0 141.305 4.74524 internal_count=2821 2467 354 is_linear=0 shrinkage=0.0224292 Tree=6559 num_leaves=4 num_cat=0 split_feature=133 453 16 split_gain=3.64616 3.41406 0.433056 threshold=0.11238000000000002 1.0000000180025095e-35 -0.090129999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7396778182211214e-05 -0.0001625533100564238 -0.00034807520366493679 -0.00045270406487720686 leaf_weight=138.55228667609481 1.4612684396270195 4.5722232573316424 3.3130203125183462 leaf_count=2396 72 71 282 internal_value=0 2.50378e-05 -0.000364899 internal_weight=0 143.125 4.77429 internal_count=2821 2467 354 is_linear=0 shrinkage=0.000439788 Tree=6560 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.52039 6.5002 3.69606 threshold=-0.074459999999999985 -0.10072999999999999 0.098970000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2565014303605151e-05 0.00014723006007212087 -0.00017594521943159485 -0.0002635386838205867 leaf_weight=59.482864268611593 42.246369848275208 40.423858599169762 4.6912343706644597 leaf_count=544 698 1434 140 internal_value=0 -3.99098e-05 0.000106085 internal_weight=0 99.9067 46.9376 internal_count=2816 1978 838 is_linear=0 shrinkage=0.000439788 Tree=6561 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=3.42379 6.29814 2.99961 threshold=-0.074459999999999985 -0.10072999999999999 -0.50873999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.117285069545799e-05 0.00045338452891386088 -0.00017422973011685055 6.8809414696385018e-05 leaf_weight=59.339231182195363 4.305454834830015 40.206145925854798 42.365029134540237 leaf_count=544 17 1434 821 internal_value=0 -3.98827e-05 0.000104458 internal_weight=0 99.5454 46.6705 internal_count=2816 1978 838 is_linear=0 shrinkage=0.000439788 Tree=6562 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.46207 5.96801 3.67402 threshold=-0.074459999999999985 -0.10072999999999999 0.098970000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025216544494988877 0.0075198167197098641 -0.0087263482556423303 -0.013640708926470379 leaf_weight=58.862366987290443 41.662610698025674 39.733598656097456 4.5639492578338823 leaf_count=544 698 1434 140 internal_value=0 -0.00201204 0.00542587 internal_weight=0 98.596 46.2266 internal_count=2816 1978 838 is_linear=0 shrinkage=0.0224292 Tree=6563 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=3.31394 5.72822 3.51788 threshold=-0.074459999999999985 -0.10072999999999999 0.098970000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024662062091218876 0.0073612181818964017 -0.0085691117319217497 -0.013368785347242191 leaf_weight=58.836587861827866 41.606697589289979 39.557496811954479 4.5528488460258805 leaf_count=544 698 1434 140 internal_value=0 -0.00197114 0.00531188 internal_weight=0 98.3941 46.1595 internal_count=2816 1978 838 is_linear=0 shrinkage=0.0224292 Tree=6564 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=5.28441 3.88065 threshold=0.089075000000000001 -0.11367499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011005064976982572 -0.0005334322196715015 -4.1487223692641604e-05 leaf_weight=50.491255126653414 3.5011208795476696 92.59983078676305 leaf_count=450 41 2333 internal_value=0 1.19921e-05 internal_weight=0 143.091 internal_count=2824 2783 is_linear=0 shrinkage=0.000439788 Tree=6565 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=5.44374 3.45829 threshold=0.089210000000000025 -0.11367499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0053621428745332864 -0.027908876167670835 -0.0019912798412238552 leaf_weight=49.818142761825584 3.4294396548066279 90.764392267614312 leaf_count=450 39 2335 internal_value=0 0.000614922 internal_weight=0 140.583 internal_count=2824 2785 is_linear=0 shrinkage=0.0224292 Tree=6566 num_leaves=3 num_cat=0 split_feature=1373 3 split_gain=5.24777 3.39677 threshold=0.089210000000000025 0.14813000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00047628225910399739 -0.027519580689522705 0.01188414252431727 leaf_weight=128.25437408185098 3.4005443085916331 12.234141998633275 leaf_count=2632 39 153 internal_value=0 0.000601567 internal_weight=0 140.489 internal_count=2824 2785 is_linear=0 shrinkage=0.0224292 Tree=6567 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=4.93133 3.71343 threshold=0.089075000000000001 -0.11367499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010900836312201615 -0.00051796886493972677 -3.9373131059896514e-05 leaf_weight=50.468290069649811 3.4443629162851712 92.167179826341453 leaf_count=450 41 2333 internal_value=0 1.31358e-05 internal_weight=0 142.635 internal_count=2824 2783 is_linear=0 shrinkage=0.000439788 Tree=6568 num_leaves=4 num_cat=0 split_feature=16 48 48 split_gain=4.81372 6.71267 6.70514 threshold=-0.11136499999999998 0.083540000000000017 0.091045000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010954089385897061 -0.0071270074903853793 0.005079925034128404 -0.0095301499612644499 leaf_weight=33.142035262906575 65.80645932337211 34.545022832971881 10.595015247679838 leaf_count=475 1813 430 103 internal_value=0 -0.00292472 0.00598992 internal_weight=0 100.351 43.7371 internal_count=2821 2243 578 is_linear=0 shrinkage=0.0224292 Tree=6569 num_leaves=4 num_cat=0 split_feature=16 48 48 split_gain=4.81055 6.49482 6.23682 threshold=-0.11136499999999998 0.083540000000000017 0.091045000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021052760114490082 -0.00013725078230122535 9.691667244747664e-05 -0.00017409027439576987 leaf_weight=33.515392470377265 66.552847516719339 34.91181440957007 10.758317161511512 leaf_count=475 1813 430 103 internal_value=0 -5.66757e-05 0.000117032 internal_weight=0 101.465 44.2737 internal_count=2821 2243 578 is_linear=0 shrinkage=0.000439788 Tree=6570 num_leaves=4 num_cat=0 split_feature=16 48 48 split_gain=4.81781 6.63567 6.22118 threshold=-0.11136499999999998 0.083540000000000017 0.091045000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.000211150941018556 -0.00013714203565535528 9.9129340128932986e-05 -0.00017255752883173895 leaf_weight=33.534818091269699 66.87037560234603 35.014515506358293 10.788079862024459 leaf_count=475 1813 430 103 internal_value=0 -5.59399e-05 0.000117723 internal_weight=0 101.885 44.3229 internal_count=2821 2243 578 is_linear=0 shrinkage=0.000439788 Tree=6571 num_leaves=4 num_cat=0 split_feature=16 48 48 split_gain=4.60558 6.41915 6.39825 threshold=-0.11136499999999998 0.083540000000000017 0.091045000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010722017269353181 -0.0069737804254587296 0.0049665744158161416 -0.0092710825074093853 leaf_weight=33.09210223586706 65.733399489130534 34.536208390578395 10.623851084950727 leaf_count=475 1813 430 103 internal_value=0 -0.00286096 0.00586137 internal_weight=0 100.27 43.716 internal_count=2821 2243 578 is_linear=0 shrinkage=0.0224292 Tree=6572 num_leaves=4 num_cat=0 split_feature=1456 42 52 split_gain=4.68456 3.21327 0.0832811 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.036335000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025844291589493286 -0.0064688618294341345 0.003045078199170033 -0.018341481427704521 leaf_weight=2.4455986753600878 20.815890831661818 125.03670406727178 1.4616290365484017 leaf_count=149 733 1857 126 internal_value=0 0.00168659 -0.0231404 internal_weight=0 145.853 3.90723 internal_count=2865 2590 275 is_linear=0 shrinkage=0.0224292 Tree=6573 num_leaves=4 num_cat=0 split_feature=42 1 43 split_gain=2.63291 4.93741 2.85519 threshold=-1.0000000180025095e-35 0.10947000000000001 -0.074359999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013317442200303791 0.0069059318742736948 0.010766786455847898 -0.00016441904990922057 leaf_weight=14.838489601886979 43.245207838219358 5.9996036771917707 85.544657164507953 leaf_count=694 841 70 1260 internal_value=0 -0.00637972 0.00221034 internal_weight=0 20.8381 128.79 internal_count=2865 764 2101 is_linear=0 shrinkage=0.0224292 Tree=6574 num_leaves=4 num_cat=0 split_feature=1456 42 52 split_gain=4.55441 2.9571 0.0844542 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.036335000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025775716511069153 -0.0062267363773976835 0.0029283309392701615 -0.018188953452027343 leaf_weight=2.4027764082275094 20.666999027816928 125.01174666055886 1.4468038474660714 leaf_count=149 733 1857 126 internal_value=0 0.00162888 -0.0230282 internal_weight=0 145.679 3.84958 internal_count=2865 2590 275 is_linear=0 shrinkage=0.0224292 Tree=6575 num_leaves=4 num_cat=0 split_feature=1456 42 52 split_gain=4.42352 2.8287 0.0856489 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.0084900000000000028 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025734006063411644 -0.0060971325344119 0.0028633004560494725 -0.018069686991129527 leaf_weight=2.338340973219601 20.63369732315914 124.9841343056396 1.4452666166998822 leaf_count=144 733 1857 131 internal_value=0 0.001593 -0.0229118 internal_weight=0 145.618 3.78361 internal_count=2865 2590 275 is_linear=0 shrinkage=0.0224292 Tree=6576 num_leaves=4 num_cat=0 split_feature=47 4 15 split_gain=3.98086 7.11483 3.9408 threshold=0.088995000000000005 -0.029904999999999998 0.090505000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043854004593910272 0.013372248113559778 -0.01530048828622993 -0.0068227868532682668 leaf_weight=104.07174399654832 5.9269864121743039 16.256287915777648 18.583867439534515 leaf_count=1976 88 248 525 internal_value=0 -0.00763472 0.00268642 internal_weight=0 22.1833 122.656 internal_count=2837 336 2501 is_linear=0 shrinkage=0.0224292 Tree=6577 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=3.85667 4.94765 2.62731 threshold=0.079930000000000015 -0.074359999999999996 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010456522163102939 4.5463420887017712e-06 -7.9348047816600655e-05 0.00029713749950120255 leaf_weight=44.784692119323154 9.9474198447424005 76.7486507069043 14.701626100482825 leaf_count=999 101 1596 141 internal_value=0 -1.15707e-05 0.000179154 internal_weight=0 121.533 24.649 internal_count=2837 2595 242 is_linear=0 shrinkage=0.000439788 Tree=6578 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=3.9231 4.7998 2.658 threshold=0.079930000000000015 -0.074359999999999996 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010178266762612708 3.7990647497598526e-06 -7.9146916954734816e-05 0.00029786363979311171 leaf_weight=44.881283449878538 9.9436188663821685 76.960148895930615 14.766947892690949 leaf_count=999 101 1596 141 internal_value=0 -1.24945e-05 0.000179625 internal_weight=0 121.841 24.7106 internal_count=2837 2595 242 is_linear=0 shrinkage=0.000439788 Tree=6579 num_leaves=4 num_cat=0 split_feature=457 43 1 split_gain=3.98728 4.87873 2.57334 threshold=0.079930000000000015 -0.074359999999999996 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010301153303642134 8.5590285715361034e-06 -7.9091509848400497e-05 0.00029773423546980286 leaf_weight=45.016633333587379 9.9553443788026943 77.270066144053999 14.786371262453029 leaf_count=999 101 1596 141 internal_value=0 -1.20494e-05 0.000181475 internal_weight=0 122.287 24.7417 internal_count=2837 2595 242 is_linear=0 shrinkage=0.000439788 Tree=6580 num_leaves=4 num_cat=0 split_feature=403 15 52 split_gain=3.57023 7.28301 5.33464 threshold=0.03138500000000001 0.085205000000000017 0.16377000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046429986693893123 -0.0046744924309796319 0.025239720328751089 -0.019409863906512868 leaf_weight=111.51418784069392 8.682355799282961 7.7206312400958259 7.9951711129688183 leaf_count=2156 200 154 314 internal_value=0 0.00941864 -0.00173466 internal_weight=0 16.403 119.509 internal_count=2824 354 2470 is_linear=0 shrinkage=0.0224292 Tree=6581 num_leaves=4 num_cat=0 split_feature=13 131 0 split_gain=5.46992 5.4811 2.77984 threshold=-0.094744999999999982 0.097135000000000013 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0981499814439731e-05 -7.7488137144959005e-05 0.00033275078349761947 0.00036176477570603352 leaf_weight=20.754436012262889 101.95739050918928 6.6951199401228214 9.1565963401808386 leaf_count=269 2250 214 91 internal_value=0 -5.21554e-05 0.000160172 internal_weight=0 108.653 29.911 internal_count=2824 2464 360 is_linear=0 shrinkage=0.000439788 Tree=6582 num_leaves=4 num_cat=0 split_feature=13 131 0 split_gain=5.51958 5.75059 2.69707 threshold=-0.094744999999999982 0.097135000000000013 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1734222838728293e-05 -8.0156193192744066e-05 0.00034390078006549355 0.0003587929523986726 leaf_weight=20.617913305584811 100.6117210478551 6.5714851993543553 9.124919359397607 leaf_count=269 2250 214 91 internal_value=0 -5.41003e-05 0.000159976 internal_weight=0 107.183 29.7428 internal_count=2824 2464 360 is_linear=0 shrinkage=0.000439788 Tree=6583 num_leaves=4 num_cat=0 split_feature=13 13 0 split_gain=5.40396 4.72673 2.69026 threshold=-0.094744999999999982 -0.075449999999999975 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036018738930576086 -0.012183863338469388 -0.00036955915055600412 0.018282209595051623 leaf_weight=20.46970186971885 21.275245015640394 85.201411066031142 9.0483929041074571 leaf_count=269 845 1619 91 internal_value=0 -0.00273195 0.00811085 internal_weight=0 106.477 29.5181 internal_count=2824 2464 360 is_linear=0 shrinkage=0.0224292 Tree=6584 num_leaves=3 num_cat=0 split_feature=52 39 split_gain=3.27498 3.32781 threshold=-0.53320999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023575797745358354 -0.015144886640712684 0.0021554039995931619 leaf_weight=2.6590558468305963 5.8100831327028564 138.38483867493778 leaf_count=175 67 2648 internal_value=0 0.00145641 internal_weight=0 144.195 internal_count=2890 2715 is_linear=0 shrinkage=0.0224292 Tree=6585 num_leaves=3 num_cat=0 split_feature=52 39 split_gain=3.19215 3.18085 threshold=-0.53320999999999985 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023546562698651588 -0.014807600641986012 0.0021070578539019252 leaf_weight=2.6032945417391593 5.8095818787114686 138.38540986095904 leaf_count=175 67 2648 internal_value=0 0.0014237 internal_weight=0 144.195 internal_count=2890 2715 is_linear=0 shrinkage=0.0224292 Tree=6586 num_leaves=3 num_cat=0 split_feature=52 48 split_gain=3.11161 3.1176 threshold=-0.53320999999999985 0.12011000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023517723432482561 0.0022587560603796394 -0.011147522061283261 leaf_weight=2.5486642766118157 134.88452619055897 9.3109937386980146 leaf_count=175 2606 109 internal_value=0 0.00139172 internal_weight=0 144.196 internal_count=2890 2715 is_linear=0 shrinkage=0.0224292 Tree=6587 num_leaves=4 num_cat=0 split_feature=41 457 2 split_gain=2.83467 3.32088 1.06714 threshold=1.0000000180025095e-35 -0.0034949999999999994 0.096780000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001943605005301418 -0.00034863670844820579 5.3864010636989124e-05 -5.867087321737906e-05 leaf_weight=11.334994196018668 5.139629282326494 127.34376569606684 4.7010422322200611 leaf_count=220 101 2504 65 internal_value=0 3.35513e-05 -0.000210497 internal_weight=0 138.679 9.84067 internal_count=2890 2724 166 is_linear=0 shrinkage=0.000439788 Tree=6588 num_leaves=3 num_cat=0 split_feature=43 123 split_gain=4.05394 4.37249 threshold=-0.27523999999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034949584342987863 -1.4986557309533275e-05 0.00026785117648164911 leaf_weight=6.3857403349829829 128.30404554234701 11.501656715641728 leaf_count=129 2493 224 internal_value=0 8.31557e-06 internal_weight=0 139.806 internal_count=2846 2717 is_linear=0 shrinkage=0.000439788 Tree=6589 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=4.0101 4.53226 threshold=-0.27523999999999998 -0.09547499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034961250132896674 0.00033403319742112293 -1.1532176295148743e-05 leaf_weight=6.3276383233169318 7.7590041543735415 130.54587439771421 leaf_count=129 174 2543 internal_value=0 7.89772e-06 internal_weight=0 138.305 internal_count=2846 2717 is_linear=0 shrinkage=0.000439788 Tree=6590 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=4.12472 4.46701 threshold=-0.27523999999999998 -0.09547499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035105648450097133 0.00033367740721301347 -9.0143593282843383e-06 leaf_weight=6.375359353813109 7.7745188295557446 131.28994075014634 leaf_count=129 174 2543 internal_value=0 1.01873e-05 internal_weight=0 139.064 internal_count=2846 2717 is_linear=0 shrinkage=0.000439788 Tree=6591 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=4.14218 4.38762 threshold=-0.27523999999999998 -0.09547499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003540516565613279 0.00032956849738001307 -1.0599776026286682e-05 leaf_weight=6.3573337567504487 7.750391970977943 130.76562094581459 leaf_count=129 174 2543 internal_value=0 8.47646e-06 internal_weight=0 138.516 internal_count=2846 2717 is_linear=0 shrinkage=0.000439788 Tree=6592 num_leaves=4 num_cat=0 split_feature=157 130 52 split_gain=3.73284 3.27356 1.74577 threshold=-0.084489999999999996 -0.10152499999999999 -0.072449999999999973 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0057454367514842867 -0.021788227537114714 0.00098491738311094995 -0.029920248443590158 leaf_weight=3.0933189917268464 3.231276605394668 137.7298431635063 2.9243572008563197 leaf_count=102 69 2567 96 internal_value=0 0.000460005 -0.0175509 internal_weight=0 140.961 6.01768 internal_count=2834 2636 198 is_linear=0 shrinkage=0.0224292 Tree=6593 num_leaves=4 num_cat=0 split_feature=157 130 3 split_gain=3.52617 3.18061 1.58347 threshold=-0.084489999999999996 -0.10152499999999999 -0.0083149999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001630261600571456 -0.0004199203337782751 1.7049841179451468e-05 -0.00062837619762728058 leaf_weight=3.8912387140881037 3.278291391208767 140.48222898827225 2.2206406308687283 leaf_count=171 69 2567 27 internal_value=0 7.03081e-06 -0.000333533 internal_weight=0 143.761 6.11188 internal_count=2834 2636 198 is_linear=0 shrinkage=0.000439788 Tree=6594 num_leaves=4 num_cat=0 split_feature=157 130 52 split_gain=3.59672 3.15605 1.72828 threshold=-0.084489999999999996 -0.10152499999999999 -0.072449999999999973 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0056092468733147834 -0.021500935740244087 0.00096062830864423836 -0.02977012008443897 leaf_weight=3.0928167064557783 3.2014303733594707 137.78226858074049 2.873734695458551 leaf_count=102 69 2567 96 internal_value=0 0.000447733 -0.0173039 internal_weight=0 140.984 5.96655 internal_count=2834 2636 198 is_linear=0 shrinkage=0.0224292 Tree=6595 num_leaves=4 num_cat=0 split_feature=157 130 52 split_gain=3.46932 3.04391 1.70953 threshold=-0.084489999999999996 -0.10152499999999999 -0.072449999999999973 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0054875588970518382 -0.021220372660512798 0.00093908765544466427 -0.029629465795132304 leaf_weight=3.090938091656426 3.171595253632403 137.78189248534181 2.8232753290758401 leaf_count=102 69 2567 96 internal_value=0 0.000437671 -0.0170705 internal_weight=0 140.953 5.91421 internal_count=2834 2636 198 is_linear=0 shrinkage=0.0224292 Tree=6596 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=3.62844 8.44527 4.61171 threshold=1.0000000180025095e-35 -0.0028649999999999995 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01282581510791447 0.0017400818142784421 0.0051903913856375357 0.022336016643003595 leaf_weight=27.777090803985629 89.429102219059132 24.723625587183051 5.8067927937372579 leaf_count=1053 1319 379 102 internal_value=0 -0.00434282 0.0030001 internal_weight=0 52.5007 95.2359 internal_count=2853 1432 1421 is_linear=0 shrinkage=0.0224292 Tree=6597 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=4.1359 8.17827 4.12123 threshold=1.0000000180025095e-35 -0.0028649999999999995 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025515742376578434 3.5930286754865868e-05 9.0109988117450534e-05 0.00041453458505680241 leaf_weight=28.312216024263762 90.90670347379637 24.944015897272038 5.9045572493341743 leaf_count=1053 1319 379 102 internal_value=0 -9.34676e-05 5.90987e-05 internal_weight=0 53.2562 96.8113 internal_count=2853 1432 1421 is_linear=0 shrinkage=0.000439788 Tree=6598 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=3.48317 8.11095 4.39371 threshold=1.0000000180025095e-35 -0.0028649999999999995 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012614752911483833 0.0017031404037558874 0.005063298668276389 0.021795469842154063 leaf_weight=27.628691375968629 89.441507487164927 24.724975878430996 5.8134985130745909 leaf_count=1053 1319 379 102 internal_value=0 -0.00426717 0.00293352 internal_weight=0 52.3537 95.255 internal_count=2853 1432 1421 is_linear=0 shrinkage=0.0224292 Tree=6599 num_leaves=4 num_cat=0 split_feature=1 16 13 split_gain=3.63188 7.79323 3.90763 threshold=1.0000000180025095e-35 -0.0028649999999999995 -0.00059999999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000247051561761602 0.00015606258900337686 9.1284201204311596e-05 -2.2134962503859599e-05 leaf_weight=27.905815048572549 42.308665544871474 24.902532628133486 54.369027628272306 leaf_count=1053 864 379 557 internal_value=0 -8.75291e-05 5.58643e-05 internal_weight=0 52.8083 96.6777 internal_count=2853 1432 1421 is_linear=0 shrinkage=0.000439788 Tree=6600 num_leaves=4 num_cat=0 split_feature=1 133 4 split_gain=4.88744 4.91722 3.20083 threshold=0.08845500000000002 -0.091614999999999988 -0.17858499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046011138173268227 -0.00017985044862360312 -4.6283622345082983e-05 0.00010861232271430547 leaf_weight=6.0659703871242519 8.3118740219506417 63.65547731523111 69.665862150686735 leaf_count=293 131 1430 1001 internal_value=0 -8.2404e-05 7.78277e-05 internal_weight=0 69.7214 77.9777 internal_count=2855 1723 1132 is_linear=0 shrinkage=0.000439788 Tree=6601 num_leaves=4 num_cat=0 split_feature=1 133 4 split_gain=4.55265 4.8981 3.20016 threshold=0.08845500000000002 -0.091614999999999988 -0.17858499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02343282920113552 -0.0093667630699423889 -0.0021922193758993343 0.00547293745862046 leaf_weight=5.9601753713759527 8.1612036747974326 63.159488013634473 68.854497808119049 leaf_count=293 131 1430 1001 internal_value=0 -0.00402976 0.00389847 internal_weight=0 69.1197 77.0157 internal_count=2855 1723 1132 is_linear=0 shrinkage=0.0224292 Tree=6602 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=4.35778 4.88113 3.06112 threshold=0.08845500000000002 0.09202500000000001 -0.17858499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018578131630598855 -0.0091611657577551804 -0.020981270721229361 0.0053562383036407186 leaf_weight=61.46825975270076 8.1576712960959394 7.5195945996529181 68.777961295978457 leaf_count=1438 131 285 1001 internal_value=0 -0.00394748 0.00381503 internal_weight=0 68.9879 76.9356 internal_count=2855 1723 1132 is_linear=0 shrinkage=0.0224292 Tree=6603 num_leaves=4 num_cat=0 split_feature=1 133 13 split_gain=4.40308 4.84202 3.13405 threshold=0.08845500000000002 -0.091614999999999988 -0.00096999999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045756378070315411 0.00017415130204976079 -4.3504672614162056e-05 -3.7203030263617864e-06 leaf_weight=5.9554478926438597 33.68748316467827 63.809783005888676 44.391087538198917 leaf_count=293 694 1430 438 internal_value=0 -7.8966e-05 7.30473e-05 internal_weight=0 69.7652 78.0786 internal_count=2855 1723 1132 is_linear=0 shrinkage=0.000439788 Tree=6604 num_leaves=4 num_cat=0 split_feature=1 43 40 split_gain=4.96722 4.97996 2.29368 threshold=0.10413000000000001 -0.082619999999999985 -0.078179999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.5329250676510618e-05 0.00039393797877190453 -0.00011604304359878372 8.9664857436535944e-05 leaf_weight=31.600259229635412 5.4035928978701113 67.744706027529901 41.402857163615408 leaf_count=619 121 1593 544 internal_value=0 -4.8803e-05 0.000124938 internal_weight=0 99.345 46.8065 internal_count=2877 2212 665 is_linear=0 shrinkage=0.000439788 Tree=6605 num_leaves=4 num_cat=0 split_feature=1 43 3 split_gain=4.30261 5.02352 2.451 threshold=0.10413000000000001 -0.082619999999999985 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050177871641273021 0.010355864963508651 -0.0058785436071339637 -0.00016875910113423089 leaf_weight=31.240287794680626 26.466708150212071 66.697543790465716 19.200841088590096 leaf_count=619 441 1593 224 internal_value=0 -0.00240252 0.00593258 internal_weight=0 97.9378 45.6675 internal_count=2877 2212 665 is_linear=0 shrinkage=0.0224292 Tree=6606 num_leaves=4 num_cat=0 split_feature=1 49 3 split_gain=4.11852 4.86467 2.35471 threshold=0.10413000000000001 -0.44233499999999998 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.023121366476260077 0.01015786552797958 -0.0033307153141198054 -0.00016496708758968986 leaf_weight=3.6133356485515824 26.378784022148466 94.272502564122988 19.202089388447348 leaf_count=12 441 2200 224 internal_value=0 -0.00234995 0.00581086 internal_weight=0 97.8858 45.5809 internal_count=2877 2212 665 is_linear=0 shrinkage=0.0224292 Tree=6607 num_leaves=4 num_cat=0 split_feature=1 43 40 split_gain=3.94214 4.77191 2.29702 threshold=0.10413000000000001 -0.082619999999999985 -0.078179999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0049312212457413617 0.019823244447715931 -0.0056916696654313306 0.0038925320849659845 leaf_weight=31.24087190857972 5.1156048347766037 66.578767035134661 40.381259783505811 leaf_count=619 121 1593 544 internal_value=0 -0.00229871 0.00569132 internal_weight=0 97.8196 45.4969 internal_count=2877 2212 665 is_linear=0 shrinkage=0.0224292 Tree=6608 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=5.11151 5.10338 threshold=-0.43144499999999991 0.26379000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057061727198938483 -2.0004875354896663e-06 -0.00054705414358708769 leaf_weight=3.2631112800736437 135.68084942977293 3.3868285114731398 leaf_count=20 2744 86 internal_value=0 -1.53479e-05 internal_weight=0 139.068 internal_count=2850 2830 is_linear=0 shrinkage=0.000439788 Tree=6609 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=5.05128 5.26698 threshold=-0.43144499999999991 0.26667500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028966509811497468 -7.6148564474811975e-05 -0.028558220691878446 leaf_weight=3.2526321991172145 134.45254424181621 3.3284627962639197 leaf_count=20 2754 76 internal_value=0 -0.000768069 internal_weight=0 137.781 internal_count=2850 2830 is_linear=0 shrinkage=0.0224292 Tree=6610 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=4.8099 4.97449 threshold=-0.43144499999999991 0.2623950000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028220837463160925 -3.1929663311617769e-05 -0.0260065425453463 leaf_weight=3.264066311181522 133.95503413092229 3.7957282594070412 leaf_count=20 2739 91 internal_value=0 -0.000751166 internal_weight=0 137.751 internal_count=2850 2830 is_linear=0 shrinkage=0.0224292 Tree=6611 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=4.58104 4.80475 threshold=-0.43144499999999991 0.26379000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027499757228492704 -7.4270129127517508e-05 -0.02730980118781413 leaf_weight=3.2748997450398738 134.40374435590638 3.3204479140767935 leaf_count=20 2744 86 internal_value=0 -0.000734597 internal_weight=0 137.724 internal_count=2850 2830 is_linear=0 shrinkage=0.0224292 Tree=6612 num_leaves=4 num_cat=0 split_feature=3 43 3 split_gain=3.89979 5.76804 5.02643 threshold=-0.077814999999999981 -0.074359999999999996 -0.080864999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9485100800882593e-05 0.00027627739237946975 7.4764352030797177e-06 -0.00050472508419900262 leaf_weight=55.179379670222261 19.881275209132582 68.896926605295448 4.8708977032365501 leaf_count=1414 332 892 263 internal_value=0 6.7719e-05 -7.73708e-05 internal_weight=0 88.7782 60.0503 internal_count=2901 1224 1677 is_linear=0 shrinkage=0.000439788 Tree=6613 num_leaves=3 num_cat=0 split_feature=1348 3 split_gain=3.87273 3.23283 threshold=0.084620000000000015 -0.077814999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0043597715388900291 0.019484633784289794 0.0025410346733120447 leaf_weight=57.513694379511435 5.1593581736378828 84.015795392708242 leaf_count=1646 65 1190 internal_value=0 -0.000263473 internal_weight=0 141.529 internal_count=2901 2836 is_linear=0 shrinkage=0.0224292 Tree=6614 num_leaves=3 num_cat=0 split_feature=1348 3 split_gain=3.77654 3.25588 threshold=0.084620000000000015 -0.077814999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.6397058773963282e-05 0.00037695046837228662 4.8656358232020169e-05 leaf_weight=58.197825740297048 5.1329162065521805 84.823244160816103 leaf_count=1646 65 1190 internal_value=0 -6.30348e-06 internal_weight=0 143.021 internal_count=2901 2836 is_linear=0 shrinkage=0.000439788 Tree=6615 num_leaves=3 num_cat=0 split_feature=1348 3 split_gain=3.76675 3.20875 threshold=0.084620000000000015 -0.077814999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.3678354829255924e-05 0.00037856332214160143 5.0639810054506553e-05 leaf_weight=57.912442375303726 5.1410964251263058 84.666821329363302 leaf_count=1646 65 1190 internal_value=0 -3.92106e-06 internal_weight=0 142.579 internal_count=2901 2836 is_linear=0 shrinkage=0.000439788 Tree=6616 num_leaves=3 num_cat=0 split_feature=1374 159 split_gain=4.34814 2.75589 threshold=0.090240000000000015 -0.22731999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018804562283407423 -0.022101012818878999 0.0019189799359126901 leaf_weight=5.0247805208928176 3.6829445190960532 135.51278517250466 leaf_count=176 59 2579 internal_value=0 0.00252518 internal_weight=0 140.538 internal_count=2814 2755 is_linear=0 shrinkage=0.0224292 Tree=6617 num_leaves=3 num_cat=0 split_feature=1374 3 split_gain=4.41656 2.73936 threshold=0.090240000000000015 -0.032739999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.9321915121808604e-06 -0.00043241590024308625 0.00011646872266419175 leaf_weight=78.81950234278338 3.7646079156547776 64.123145309698884 leaf_count=2085 59 670 internal_value=0 4.89843e-05 internal_weight=0 142.943 internal_count=2814 2755 is_linear=0 shrinkage=0.000439788 Tree=6618 num_leaves=3 num_cat=0 split_feature=1374 33 split_gain=4.17688 2.70369 threshold=0.090240000000000015 -0.007134999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017047566220637921 -0.021728382667045468 0.0029634304926901599 leaf_weight=3.4641056556720278 3.6640593292540862 137.11924032469688 leaf_count=39 59 2716 internal_value=0 0.00246809 internal_weight=0 140.583 internal_count=2814 2755 is_linear=0 shrinkage=0.0224292 Tree=6619 num_leaves=3 num_cat=0 split_feature=1374 159 split_gain=4.01051 2.62486 threshold=0.090240000000000015 -0.22731999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018291612320859171 -0.021358635451118716 0.0018210663936516465 leaf_weight=5.0302698240466261 3.644439830328337 135.5434896664301 leaf_count=176 59 2579 internal_value=0 0.00241285 internal_weight=0 140.574 internal_count=2814 2755 is_linear=0 shrinkage=0.0224292 Tree=6620 num_leaves=4 num_cat=0 split_feature=16 133 0 split_gain=3.79081 7.47906 4.35838 threshold=0.15737500000000001 -0.088824999999999973 -0.077784999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00065116235706176476 0.022495216312238456 -0.013459803303572654 0.0094643494384151448 leaf_weight=89.622431449532087 3.3960053049377192 19.720676464363351 28.140772731887409 leaf_count=1747 44 409 628 internal_value=0 -0.00816355 0.00176719 internal_weight=0 23.1167 117.763 internal_count=2828 453 2375 is_linear=0 shrinkage=0.0224292 Tree=6621 num_leaves=4 num_cat=0 split_feature=16 133 0 split_gain=3.59811 7.06513 4.37477 threshold=0.15737500000000001 -0.088824999999999973 -0.077784999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.4031205449953154e-05 0.00042683381297810692 -0.00025512023367429927 0.00018277021519022934 leaf_weight=90.920560681082861 3.4258987087523591 20.004524480951659 28.736338775081094 leaf_count=1747 44 409 628 internal_value=0 -0.000155141 3.32535e-05 internal_weight=0 23.4304 119.657 internal_count=2828 453 2375 is_linear=0 shrinkage=0.000439788 Tree=6622 num_leaves=4 num_cat=0 split_feature=16 133 0 split_gain=3.63993 7.10023 4.23765 threshold=0.15737500000000001 -0.088824999999999973 -0.077784999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.1613254201554573e-05 0.00043240476380441918 -0.0002550759905442373 0.00018252725850193365 leaf_weight=90.786058524327018 3.3832178663578842 19.929936867076322 28.575680678375647 leaf_count=1747 44 409 628 internal_value=0 -0.000155036 3.48865e-05 internal_weight=0 23.3132 119.362 internal_count=2828 453 2375 is_linear=0 shrinkage=0.000439788 Tree=6623 num_leaves=4 num_cat=0 split_feature=16 133 0 split_gain=3.49011 7.09858 4.47262 threshold=0.15737500000000001 -0.088824999999999973 -0.077784999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.5146204534296694e-05 0.00043115909267589368 -0.0002545195188773954 0.0001843173210046764 leaf_weight=90.510311416957848 3.4070520277309724 19.801391144857917 28.597934930032352 leaf_count=1747 44 409 628 internal_value=0 -0.000153589 3.27669e-05 internal_weight=0 23.2084 119.108 internal_count=2828 453 2375 is_linear=0 shrinkage=0.000439788 Tree=6624 num_leaves=4 num_cat=0 split_feature=457 3 457 split_gain=4.07513 3.80351 1.81761 threshold=0.084365000000000009 -0.078914999999999985 0.10538500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0065854319041128637 0.014517609650505031 0.0014974376531007444 0.0011683108396266988 leaf_weight=48.50972806752543 12.309191308129813 73.852411519132147 8.7954214487617701 leaf_count=1499 131 1139 78 internal_value=0 -0.00170749 0.00896033 internal_weight=0 122.362 21.1046 internal_count=2847 2638 209 is_linear=0 shrinkage=0.0224292 Tree=6625 num_leaves=4 num_cat=0 split_feature=42 457 43 split_gain=5.81341 4.4421 0.779405 threshold=-0.09602999999999999 0.082870000000000013 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062562430102201252 -1.9069830483198178e-05 0.00019568878844733039 -0.00028577833691836917 leaf_weight=2.5852112729407963 117.3566467301207 22.123552364435454 2.736718020430998 leaf_count=66 2427 217 137 internal_value=0 1.50161e-05 -0.00045251 internal_weight=0 139.48 5.32193 internal_count=2847 2644 203 is_linear=0 shrinkage=0.000439788 Tree=6626 num_leaves=4 num_cat=0 split_feature=457 3 457 split_gain=3.94394 3.72334 1.68407 threshold=0.084365000000000009 -0.078914999999999985 0.10538500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012737521321972995 0.00027659139341089384 2.8619295500877858e-05 2.5204374462696451e-05 leaf_weight=49.08508483323385 12.358511519938476 74.469047076971037 8.8391278776689415 leaf_count=1499 131 1139 78 internal_value=0 -3.33637e-05 0.000171883 internal_weight=0 123.554 21.1976 internal_count=2847 2638 209 is_linear=0 shrinkage=0.000439788 Tree=6627 num_leaves=4 num_cat=0 split_feature=42 457 43 split_gain=5.87543 4.75186 0.783462 threshold=-0.09602999999999999 0.084365000000000009 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062438254810887484 -1.5616424953556919e-05 0.00021364678488615925 -0.0002843398219816603 leaf_weight=2.596107004537771 119.59601629803365 20.460489732562564 2.7458966493359176 leaf_count=66 2451 193 137 internal_value=0 1.79006e-05 -0.000451229 internal_weight=0 140.057 5.342 internal_count=2847 2644 203 is_linear=0 shrinkage=0.000439788 Tree=6628 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=3.80543 4.22397 threshold=-0.51323999999999992 0.020110000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003537439550024306 -7.5629354941524432e-05 0.00013875442537022504 leaf_weight=4.8440973447868592 114.06555149599444 21.038359892787412 leaf_count=44 2354 439 internal_value=0 -4.22307e-05 internal_weight=0 135.104 internal_count=2837 2793 is_linear=0 shrinkage=0.000439788 Tree=6629 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=3.82969 4.14872 threshold=-0.51323999999999992 0.020110000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035558996315149808 -7.3943675616742896e-05 0.00013845779166643844 leaf_weight=4.8626116469386025 114.30861329229811 21.04510427488276 leaf_count=44 2354 439 internal_value=0 -4.09041e-05 internal_weight=0 135.354 internal_count=2837 2793 is_linear=0 shrinkage=0.000439788 Tree=6630 num_leaves=3 num_cat=0 split_feature=43 43 split_gain=3.80734 4.12539 threshold=-0.51323999999999992 0.020110000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018107343181764698 -0.0038343485145500953 0.0070504744984351128 leaf_weight=4.8221453898586324 112.58246414526366 20.72547667962499 leaf_count=44 2354 439 internal_value=0 -0.00214131 internal_weight=0 133.308 internal_count=2837 2793 is_linear=0 shrinkage=0.0224292 Tree=6631 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=3.65036 4.03855 threshold=-0.51323999999999992 -0.049384999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01776767152205214 0.0027549447814167209 -0.0052370230498701553 leaf_weight=4.8046725563472128 52.414342931675492 80.855227091036795 leaf_count=44 857 1936 internal_value=0 -0.00209387 internal_weight=0 133.27 internal_count=2837 2793 is_linear=0 shrinkage=0.0224292 Tree=6632 num_leaves=3 num_cat=0 split_feature=448 38 split_gain=3.31537 3.08283 threshold=-0.083114999999999981 0.10011500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021084191870913337 0.0018407275436848882 -0.019504472618143563 leaf_weight=3.3837153213098636 138.93123378377641 3.4703669907830763 leaf_count=50 2734 48 internal_value=0 0.00131799 internal_weight=0 142.402 internal_count=2832 2782 is_linear=0 shrinkage=0.0224292 Tree=6633 num_leaves=3 num_cat=0 split_feature=448 38 split_gain=3.20466 2.77915 threshold=-0.083114999999999981 0.10011500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004034370875611238 3.5455737968458869e-05 -0.00035914520577948975 leaf_weight=3.4256860853638491 140.74905051266614 3.5198742628926984 leaf_count=50 2734 48 internal_value=0 2.5782e-05 internal_weight=0 144.269 internal_count=2832 2782 is_linear=0 shrinkage=0.000439788 Tree=6634 num_leaves=3 num_cat=0 split_feature=448 38 split_gain=3.17344 2.94033 threshold=-0.083114999999999981 0.10011500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020649976821318753 0.0017987665192403586 -0.019041939504829904 leaf_weight=3.3770736290607593 138.97181010305212 3.472173351685341 leaf_count=50 2734 48 internal_value=0 0.00128828 internal_weight=0 142.444 internal_count=2832 2782 is_linear=0 shrinkage=0.0224292 Tree=6635 num_leaves=4 num_cat=0 split_feature=51 43 43 split_gain=2.91553 3.26534 2.22732 threshold=-0.24005499999999999 -0.17307499999999998 -0.075714999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073889917788545864 0.010768802623412179 -0.0011590548007119107 0.023257455154769499 leaf_weight=4.0042023964051623 12.710141686759014 124.19130453362595 4.9150249720769335 leaf_count=72 170 2513 77 internal_value=0 -5.03069e-05 0.0131711 internal_weight=0 136.901 8.91923 internal_count=2832 2683 149 is_linear=0 shrinkage=0.0224292 Tree=6636 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=3.58451 4.51592 0.34252 threshold=-0.24395999999999998 0.0016150000000000003 -0.042354999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.029056935994119858 -0.00049497353087164342 0.010934696107313447 -0.014160056987334095 leaf_weight=1.8139801243087279 122.23268377754721 20.255482648819452 1.4641859819021181 leaf_count=76 2336 350 105 internal_value=0 0.00113106 -0.0225238 internal_weight=0 142.488 3.27817 internal_count=2867 2686 181 is_linear=0 shrinkage=0.0224292 Tree=6637 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=3.46883 4.32157 0.342045 threshold=-0.24395999999999998 0.0016150000000000003 -0.042354999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028910051442798547 -0.00048387434854805221 0.010703098029203448 -0.013944349112134175 leaf_weight=1.7827532842857183 122.23244292957497 20.230336037362576 1.4539000454897166 leaf_count=76 2336 350 105 internal_value=0 0.00110595 -0.0223087 internal_weight=0 142.463 3.23665 internal_count=2867 2686 181 is_linear=0 shrinkage=0.0224292 Tree=6638 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=3.35659 4.13537 0.341606 threshold=-0.24395999999999998 0.0016150000000000003 -0.042354999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028764245871737419 -0.00047302391941481228 0.010475878602327965 -0.013729217791695631 leaf_weight=1.7520451647214943 122.23221398278292 20.206227194401436 1.4439738982400729 leaf_count=76 2336 350 105 internal_value=0 0.00108138 -0.0220932 internal_weight=0 142.438 3.19602 internal_count=2867 2686 181 is_linear=0 shrinkage=0.0224292 Tree=6639 num_leaves=4 num_cat=0 split_feature=133 43 13 split_gain=3.25836 3.96629 0.347751 threshold=-0.24395999999999998 0.0016150000000000003 -0.042354999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00056089379357810289 -9.7075488554732014e-06 0.00019974292087822547 -0.00026409583740319773 leaf_weight=1.7357784754858587 123.34557141678124 20.356000314030098 1.4611277957155824 leaf_count=76 2336 350 105 internal_value=0 1.99847e-05 -0.000427617 internal_weight=0 143.702 3.19691 internal_count=2867 2686 181 is_linear=0 shrinkage=0.000439788 Tree=6640 num_leaves=4 num_cat=0 split_feature=1 50 3 split_gain=4.24805 4.06519 2.58354 threshold=0.10100500000000003 0.086500000000000007 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7008055866302816e-05 0.00017104797322472831 -0.00040617915055812527 -2.8816245245772227e-05 leaf_weight=86.575672118124203 29.206073162407847 6.5381453756381225 21.862156682225759 leaf_count=1693 517 432 235 internal_value=0 -7.2306e-05 8.55079e-05 internal_weight=0 93.1138 51.0682 internal_count=2877 2125 752 is_linear=0 shrinkage=0.000439788 Tree=6641 num_leaves=4 num_cat=0 split_feature=1 50 3 split_gain=4.11224 4.12798 2.56737 threshold=0.10100500000000003 0.086500000000000007 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3560061482008757e-05 0.0001713165411556884 -0.00040571520269328627 -2.7748478605385113e-05 leaf_weight=86.701100669859443 29.266316773675499 6.5287398447653677 21.895100694542634 leaf_count=1693 517 432 235 internal_value=0 -6.89991e-05 8.61459e-05 internal_weight=0 93.2298 51.1614 internal_count=2877 2125 752 is_linear=0 shrinkage=0.000439788 Tree=6642 num_leaves=4 num_cat=0 split_feature=1 50 3 split_gain=3.8094 4.01188 2.61001 threshold=0.10100500000000003 0.086500000000000007 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022614626158348129 0.0085491137606929467 -0.020656684369022946 -0.0017647638622600075 leaf_weight=85.607534651258902 28.774549290610594 6.3926770049893085 21.59476695387275 leaf_count=1693 517 432 235 internal_value=0 -0.00354368 0.00412827 internal_weight=0 92.0002 50.3693 internal_count=2877 2125 752 is_linear=0 shrinkage=0.0224292 Tree=6643 num_leaves=4 num_cat=0 split_feature=1 50 3 split_gain=3.80486 3.94752 2.38434 threshold=0.10100500000000003 0.086500000000000007 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.5696881057687309e-05 0.00016133390775970193 -0.00040265080640397967 -3.08094757880673e-05 leaf_weight=86.43681850687426 29.146832549973624 6.4202297212068506 21.839264740701765 leaf_count=1693 517 432 235 internal_value=0 -7.04547e-05 7.90509e-05 internal_weight=0 92.857 50.9861 internal_count=2877 2125 752 is_linear=0 shrinkage=0.000439788 Tree=6644 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=5.87804 6.72844 3.39251 threshold=0.16377000000000003 0.14114500000000005 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5563978256648623e-05 -0.00045910025275765985 0.00059789903515657095 0.00014968430209609185 leaf_weight=134.86317958028667 7.3166962195464276 4.0744296233169726 2.3232792966846318 leaf_count=2461 275 21 77 internal_value=0 4.24279e-05 -0.000312374 internal_weight=0 138.938 9.63998 internal_count=2834 2482 352 is_linear=0 shrinkage=0.000439788 Tree=6645 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=5.77157 6.83179 3.4472 threshold=0.16377000000000003 0.14114500000000005 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011960897347249118 -0.02348083740630318 0.030738726242266624 0.0079357519745178132 leaf_weight=133.32245471303759 7.2737033862867957 4.0387367312796405 2.3040952187438961 leaf_count=2461 275 21 77 internal_value=0 0.00206886 -0.0159223 internal_weight=0 137.361 9.5778 internal_count=2834 2482 352 is_linear=0 shrinkage=0.0224292 Tree=6646 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=5.55584 6.59724 3.33877 threshold=0.16377000000000003 0.14114500000000005 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011692843644424715 -0.023202530031983779 0.03032752100917235 0.0077660718304590655 leaf_weight=133.32040928678907 7.1969511970455624 4.0023552416823795 2.3020694378683402 leaf_count=2461 275 21 77 internal_value=0 0.00202322 -0.0156968 internal_weight=0 137.323 9.49902 internal_count=2834 2482 352 is_linear=0 shrinkage=0.0224292 Tree=6647 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=5.34751 6.37092 3.23316 threshold=0.16377000000000003 0.14114500000000005 0.082865000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011430791133915166 -0.022923664572463209 0.029922798457576436 0.0075996818050007636 leaf_weight=133.31845393840922 7.1221989542827924 3.9661742765456429 2.300147698726505 leaf_count=2461 275 21 77 internal_value=0 0.00197857 -0.0154721 internal_weight=0 137.285 9.42235 internal_count=2834 2482 352 is_linear=0 shrinkage=0.0224292 Tree=6648 num_leaves=4 num_cat=0 split_feature=0 48 49 split_gain=4.21683 5.75146 5.49106 threshold=-0.11367499999999998 0.088005000000000014 -0.14902499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011374354377968779 0.013523823329222908 -0.0047606519301886191 -0.0044065285986807758 leaf_weight=30.939968864055118 9.5506963880397944 17.324556520085025 84.133463298152492 leaf_count=301 65 139 2327 internal_value=0 0.0055831 -0.00257622 internal_weight=0 48.2645 93.6842 internal_count=2832 440 2392 is_linear=0 shrinkage=0.0224292 Tree=6649 num_leaves=4 num_cat=0 split_feature=0 48 49 split_gain=4.33399 5.40597 5.32575 threshold=-0.11367499999999998 0.088005000000000014 -0.14902499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022091841739942556 0.00025998367967367697 -8.3663741958244086e-05 -8.512758469387074e-05 leaf_weight=31.20921624705079 9.6047264093940594 17.622815425056615 85.375880729625351 leaf_count=301 65 139 2327 internal_value=0 0.000111009 -5.01837e-05 internal_weight=0 48.832 94.9806 internal_count=2832 440 2392 is_linear=0 shrinkage=0.000439788 Tree=6650 num_leaves=4 num_cat=0 split_feature=0 48 49 split_gain=4.03796 5.50824 5.26042 threshold=-0.11367499999999998 0.088005000000000014 -0.14902499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011151782327823675 0.013273146458535568 -0.0046392323079339944 -0.0043098015235471581 leaf_weight=30.850605063344119 9.5110203119620547 17.349799288502254 84.092479943781655 leaf_count=301 65 139 2327 internal_value=0 0.0054682 -0.00252086 internal_weight=0 48.2004 93.6035 internal_count=2832 440 2392 is_linear=0 shrinkage=0.0224292 Tree=6651 num_leaves=4 num_cat=0 split_feature=0 49 48 split_gain=4.14439 5.28587 5.00979 threshold=-0.11367499999999998 -0.14902499999999999 0.088005000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021496066595725046 0.00026002665112218764 -8.34695806501046e-05 -7.8028597980189893e-05 leaf_weight=31.146812251565279 9.6221893541151058 85.572548646963696 17.684582887217402 leaf_count=301 65 2327 139 internal_value=0 -4.87041e-05 0.000108864 internal_weight=0 95.1947 48.8314 internal_count=2832 2392 440 is_linear=0 shrinkage=0.000439788 Tree=6652 num_leaves=4 num_cat=0 split_feature=12 49 0 split_gain=5.52887 5.71729 5.54844 threshold=0.088365000000000013 -0.088329999999999978 -0.060094999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023050415959509875 -0.00022016520086820171 0.00011632832176946036 9.4145769707225393e-05 leaf_weight=10.219397715060039 29.033230476510653 90.068442941268586 17.336016851040768 leaf_count=114 1034 1474 247 internal_value=0 8.09487e-05 -0.000102664 internal_weight=0 100.288 46.3692 internal_count=2869 1588 1281 is_linear=0 shrinkage=0.000439788 Tree=6653 num_leaves=3 num_cat=0 split_feature=454 49 split_gain=4.49856 4.2406 threshold=1.0000000180025095e-35 0.11115500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6380329687674536e-05 0.00041429103494380616 0.00024389099531713158 leaf_weight=127.47656836143869 5.4662732644937924 13.359101866561103 leaf_count=2609 36 224 internal_value=0 8.33766e-06 internal_weight=0 140.836 internal_count=2869 2833 is_linear=0 shrinkage=0.000439788 Tree=6654 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=5.21455 5.75026 4.78778 threshold=0.088365000000000013 -0.088329999999999978 0.0063350000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011978537718553907 -0.011837282347481612 0.0058944110554767547 0.0027883300472592559 leaf_weight=10.067329252604393 24.4876140476008 88.694975903134036 20.819727064488688 leaf_count=114 861 1474 420 internal_value=0 0.00407057 -0.00511815 internal_weight=0 98.7623 45.3073 internal_count=2869 1588 1281 is_linear=0 shrinkage=0.0224292 Tree=6655 num_leaves=4 num_cat=0 split_feature=12 0 49 split_gain=5.2483 5.39145 5.30845 threshold=0.088365000000000013 -0.060094999999999989 -0.088329999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022123711571817983 -0.00021679020046144564 9.3526500245290692e-05 0.00011210332914371689 leaf_weight=10.277087177615611 29.003183018328855 17.260358020823332 90.171933610286942 leaf_count=114 1034 247 1474 internal_value=0 -0.000101024 7.79632e-05 internal_weight=0 46.2635 100.449 internal_count=2869 1281 1588 is_linear=0 shrinkage=0.000439788 Tree=6656 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.95363 5.00151 0.688213 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.085114999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053885347344677266 0.00057361699159692088 0.020518197088997985 -0.023756406079460699 leaf_weight=1.4456392880383644 130.31414099796348 6.6289407705262411 3.6355119964646283 leaf_count=112 2267 119 325 internal_value=0 0.00154179 -0.0185703 internal_weight=0 136.943 5.08115 internal_count=2823 2386 437 is_linear=0 shrinkage=0.0224292 Tree=6657 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.83307 4.75861 0.689732 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.085114999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0052774621640332767 0.00056075635175590526 0.019977764180576008 -0.023729211798974827 leaf_weight=1.4433857193362198 130.31337111379798 6.6557685838342868 3.5589278212573836 leaf_count=112 2267 119 325 internal_value=0 0.00150694 -0.0184454 internal_weight=0 136.969 5.00231 internal_count=2823 2386 437 is_linear=0 shrinkage=0.0224292 Tree=6658 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.71603 4.52804 0.691056 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.085114999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051684339286643859 0.00054818409526868027 0.019453672826997354 -0.023702290086970265 leaf_weight=1.4412048492667962 130.31262797492309 6.6819855535723027 3.4839221150759832 leaf_count=112 2267 119 325 internal_value=0 0.00147289 -0.0183198 internal_weight=0 136.995 4.92513 internal_count=2823 2386 437 is_linear=0 shrinkage=0.0224292 Tree=6659 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.78167 4.22307 0.685369 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.085114999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010637132758664534 1.0049662248306412e-05 0.00036621363719938202 -0.00046469318401683884 leaf_weight=1.4723443584807681 131.84090106785698 6.7505607936836887 3.547740206544403 leaf_count=112 2267 119 325 internal_value=0 2.74459e-05 -0.000360402 internal_weight=0 138.591 5.02008 internal_count=2823 2386 437 is_linear=0 shrinkage=0.000439788 Tree=6660 num_leaves=4 num_cat=0 split_feature=131 50 12 split_gain=4.21892 3.86968 3.09253 threshold=0.089305000000000009 0.10124500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025471322825810034 0.01390627994489056 -0.015987809740478677 -0.018663891501640068 leaf_weight=128.21292774457106 1.7531688637827763 5.9096452889643833 8.5883429300592944 leaf_count=2140 61 298 340 internal_value=0 0.0017283 -0.0131269 internal_weight=0 134.123 10.3415 internal_count=2839 2438 401 is_linear=0 shrinkage=0.0224292 Tree=6661 num_leaves=4 num_cat=0 split_feature=131 50 12 split_gain=4.06894 3.71623 2.9881 threshold=0.089305000000000009 0.10124500000000002 0.081685000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024902299687205019 0.013746778268233039 -0.015725901933836578 -0.018441399870341862 leaf_weight=128.20176104774146 1.734169634306453 5.8740370765153775 8.4982610520673898 leaf_count=2140 61 298 340 internal_value=0 0.00169003 -0.0129708 internal_weight=0 134.076 10.2324 internal_count=2839 2438 401 is_linear=0 shrinkage=0.0224292 Tree=6662 num_leaves=4 num_cat=0 split_feature=131 42 12 split_gain=3.98573 3.17246 3.10637 threshold=0.089305000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013285668039617375 0.00027628978424737086 6.05030991806545e-05 -0.00035715642178153095 leaf_weight=19.056195491415565 1.7949119427357807 117.53769344006287 8.6552194920950534 leaf_count=613 61 1825 340 internal_value=0 3.35127e-05 -0.00024805 internal_weight=0 136.594 10.4501 internal_count=2839 2438 401 is_linear=0 shrinkage=0.000439788 Tree=6663 num_leaves=4 num_cat=0 split_feature=131 50 12 split_gain=3.99965 3.67352 3.04246 threshold=0.089305000000000009 0.10124500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5695792958370023e-05 0.000272563524720909 -0.00030473293472065894 -0.00036040011904425588 leaf_weight=129.73407228880387 1.7550401884800528 6.0369940916061742 8.6183373213279957 leaf_count=2140 61 298 340 internal_value=0 3.00735e-05 -0.000253007 internal_weight=0 135.771 10.3734 internal_count=2839 2438 401 is_linear=0 shrinkage=0.000439788 Tree=6664 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=5.31844 5.33462 1.65816 threshold=0.16377000000000003 0.14114500000000005 -0.24136499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.4750737612518224e-06 1.2294573032364413e-05 0.00054490691980923318 -0.00045490083979128436 leaf_weight=126.24883298013447 1.9273591399251015 3.6713443216867736 6.1503159387066244 leaf_count=2440 90 24 261 internal_value=0 2.37116e-05 -0.00034366 internal_weight=0 129.92 8.07768 internal_count=2815 2464 351 is_linear=0 shrinkage=0.000439788 Tree=6665 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=5.27155 5.38697 1.68779 threshold=0.16377000000000003 0.14114500000000005 -0.24136499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030435505100930921 0.00082610059195100121 0.027934902962025547 -0.023432635514862538 leaf_weight=124.17345660478895 1.8886169001489177 3.6350975125096729 6.0758800720468562 leaf_count=2440 90 24 261 internal_value=0 0.00109427 -0.017692 internal_weight=0 127.809 7.9645 internal_count=2815 2464 351 is_linear=0 shrinkage=0.0224292 Tree=6666 num_leaves=4 num_cat=0 split_feature=403 160 15 split_gain=4.71762 4.69078 0.275328 threshold=0.09389500000000002 -0.09965499999999998 -0.026374999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015865741209711581 -0.01449773462868882 0.001839304495084948 -0.026753111246126383 leaf_weight=7.9984883259803601 1.4612553179249514 123.2667350668562 2.9501499528123523 leaf_count=382 83 2210 140 internal_value=0 0.000758318 -0.0227735 internal_weight=0 131.265 4.41141 internal_count=2815 2592 223 is_linear=0 shrinkage=0.0224292 Tree=6667 num_leaves=4 num_cat=0 split_feature=52 52 52 split_gain=5.01898 5.19356 1.68484 threshold=0.16377000000000003 0.14114500000000005 0.63223000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002891235825879357 -0.022512516914453287 0.027534197650031379 0.0035327612403214031 leaf_weight=124.09262264494464 6.3123823869827893 3.603469014633446 1.5507679613747312 leaf_count=2440 327 24 24 internal_value=0 0.00106196 -0.0173798 internal_weight=0 127.696 7.86315 internal_count=2815 2464 351 is_linear=0 shrinkage=0.0224292 Tree=6668 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=4.59213 3.98 threshold=0.092985000000000012 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0020441242476050819 -0.025380154020455757 0.005923818996854918 leaf_weight=90.102263626540662 3.4505558323580763 48.494985859812004 leaf_count=2097 35 713 internal_value=0 0.00074428 internal_weight=0 138.597 internal_count=2845 2810 is_linear=0 shrinkage=0.0224292 Tree=6669 num_leaves=4 num_cat=0 split_feature=1 43 48 split_gain=4.46912 5.4762 3.42923 threshold=0.10100500000000003 -0.17307499999999998 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024332403109874042 0.0001617742841049605 -9.2997480247550011e-05 -0.00013047832015203304 leaf_weight=10.532125793572048 41.232358179622679 83.236219073605753 9.5510720086749625 leaf_count=137 642 1983 83 internal_value=0 -5.51798e-05 0.000106781 internal_weight=0 93.7683 50.7834 internal_count=2845 2120 725 is_linear=0 shrinkage=0.000439788 Tree=6670 num_leaves=3 num_cat=0 split_feature=1373 1 split_gain=4.45785 4.08346 threshold=0.092985000000000012 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.0515568013380235e-05 -0.00048952907346304765 0.00011664195364800381 leaf_weight=90.906457002596653 3.4553725123405448 49.305697136820527 leaf_count=2097 35 713 internal_value=0 1.47573e-05 internal_weight=0 140.212 internal_count=2845 2810 is_linear=0 shrinkage=0.000439788 Tree=6671 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=4.88425 4.68348 3.3761 threshold=0.10100500000000003 -0.082084999999999977 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5604023638794836e-05 0.00016350503400874557 -0.00012558909669488689 -0.00012652871952760665 leaf_weight=29.520794138916244 41.4536738107563 64.991500100171834 9.5351072680205089 leaf_count=561 642 1559 83 internal_value=0 -5.96192e-05 0.00010924 internal_weight=0 94.5123 50.9888 internal_count=2845 2120 725 is_linear=0 shrinkage=0.000439788 Tree=6672 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.67772 3.31462 threshold=-0.40548499999999993 0.13842500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052265536920859123 -2.7064499635868683e-05 0.0002826504550146939 leaf_weight=2.7583157540211678 133.98780326649648 7.0151556158234589 leaf_count=105 2658 129 internal_value=0 -1.16194e-05 internal_weight=0 141.003 internal_count=2892 2787 is_linear=0 shrinkage=0.000439788 Tree=6673 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=3.53407 3.04966 threshold=-0.40548499999999993 0.13842500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026645325863071799 -0.00142402440848665 0.013911316057572331 leaf_weight=2.6661724199220762 132.0376114552364 6.8436532944469937 leaf_count=105 2658 129 internal_value=0 -0.000666536 internal_weight=0 138.881 internal_count=2892 2787 is_linear=0 shrinkage=0.0224292 Tree=6674 num_leaves=3 num_cat=0 split_feature=51 159 split_gain=3.44944 3.02768 threshold=-0.40548499999999993 0.088170000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026558691665163787 -0.0020060143930632286 0.0074474167036083878 leaf_weight=2.6155078704905455 118.94744047702625 19.874517240670684 leaf_count=105 2408 379 internal_value=0 -0.000651771 internal_weight=0 138.822 internal_count=2892 2787 is_linear=0 shrinkage=0.0224292 Tree=6675 num_leaves=3 num_cat=0 split_feature=51 130 split_gain=3.46143 2.98669 threshold=-0.40548499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052139037627835759 -0.00024100108649582894 6.2211150053365234e-06 leaf_weight=2.6062639521114752 10.171440417238044 130.3235704205108 leaf_count=105 268 2519 internal_value=0 -1.17074e-05 internal_weight=0 140.495 internal_count=2892 2787 is_linear=0 shrinkage=0.000439788 Tree=6676 num_leaves=3 num_cat=0 split_feature=1374 1212 split_gain=3.88474 3.50407 threshold=0.087785000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023197042422959963 -0.020139052667406183 0.0019582451612903343 leaf_weight=2.823881421601981 4.3009661023970684 138.53706340806275 leaf_count=213 83 2569 internal_value=0 0.00145267 internal_weight=0 141.361 internal_count=2865 2782 is_linear=0 shrinkage=0.0224292 Tree=6677 num_leaves=3 num_cat=0 split_feature=1374 1212 split_gain=3.72986 3.41346 threshold=0.087785000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023174108718579025 -0.019786629513195087 0.0019143284142524952 leaf_weight=2.7639695625985032 4.279966654663439 138.53713606874408 leaf_count=213 83 2569 internal_value=0 0.00142051 internal_weight=0 141.301 internal_count=2865 2782 is_linear=0 shrinkage=0.0224292 Tree=6678 num_leaves=3 num_cat=0 split_feature=1374 1212 split_gain=3.5287 3.39604 threshold=0.087785000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045416331246243315 -0.00037698670754758465 3.6323250391710551e-05 leaf_weight=2.7655259407183612 4.2941071012755847 140.032080118046 leaf_count=213 83 2569 internal_value=0 2.67647e-05 internal_weight=0 142.798 internal_count=2865 2782 is_linear=0 shrinkage=0.000439788 Tree=6679 num_leaves=3 num_cat=0 split_feature=1374 1212 split_gain=3.5767 3.32511 threshold=0.087785000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023151282060074344 -0.019425781395963924 0.0018702085965592744 leaf_weight=2.7053183697280465 4.2601808594772583 138.56629786399208 leaf_count=213 83 2569 internal_value=0 0.00138799 internal_weight=0 141.272 internal_count=2865 2782 is_linear=0 shrinkage=0.0224292 Tree=6680 num_leaves=3 num_cat=0 split_feature=52 401 split_gain=4.33336 2.8717 threshold=-0.51296999999999993 0.087020000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024166168638020888 0.0025320866199054423 -0.015848907042841188 leaf_weight=3.2546771782726855 133.46102405690544 4.3985649258247568 leaf_count=205 2410 230 internal_value=0 0.00194351 internal_weight=0 137.86 internal_count=2845 2640 is_linear=0 shrinkage=0.0224292 Tree=6681 num_leaves=3 num_cat=0 split_feature=52 456 split_gain=4.22013 2.85062 threshold=-0.51296999999999993 0.088355000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024128533560326976 0.0025934018429219739 -0.01310708263757886 leaf_weight=3.1874274913716354 131.74741610397905 6.0674868734204201 leaf_count=205 2525 115 internal_value=0 0.00190045 internal_weight=0 137.815 internal_count=2845 2640 is_linear=0 shrinkage=0.0224292 Tree=6682 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=4.11004 2.77395 threshold=-0.51296999999999993 -0.10927999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024091397005079857 -0.011991439452880941 0.0025887293320979903 leaf_weight=3.1215112823992959 6.892243135807802 130.91099311261132 leaf_count=205 309 2331 internal_value=0 0.00185794 internal_weight=0 137.803 internal_count=2845 2640 is_linear=0 shrinkage=0.0224292 Tree=6683 num_leaves=3 num_cat=0 split_feature=52 401 split_gain=4.00318 2.74536 threshold=-0.51296999999999993 0.087020000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024054750575858107 0.0023902924875250377 -0.01565156558694078 leaf_weight=3.0569040467380537 133.3985566020674 4.3633897140389299 leaf_count=205 2410 230 internal_value=0 0.00181676 internal_weight=0 137.762 internal_count=2845 2640 is_linear=0 shrinkage=0.0224292 Tree=6684 num_leaves=4 num_cat=0 split_feature=1447 50 0 split_gain=4.66225 3.76033 0.155948 threshold=-1.0000000180025095e-35 0.10030500000000002 -0.076899999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026650002794152909 -0.00083966134879772812 0.015788263973439933 -0.017097625099655161 leaf_weight=2.8848449599827291 130.77313229261199 7.2004841947837113 1.4493214690592129 leaf_count=206 2301 291 62 internal_value=0 3.01709e-05 -0.0235447 internal_weight=0 137.974 4.33417 internal_count=2860 2592 268 is_linear=0 shrinkage=0.0224292 Tree=6685 num_leaves=4 num_cat=0 split_feature=1447 43 0 split_gain=4.53061 3.74039 0.16019 threshold=-1.0000000180025095e-35 -0.062804999999999986 -0.076899999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026569741606672397 0.0045804663294444032 -0.0029659375417258205 -0.016854035909559029 leaf_weight=2.8293427099852124 54.771033739396444 83.223178516527696 1.4376999078813231 leaf_count=206 1141 1451 62 internal_value=0 2.95112e-05 -0.0233859 internal_weight=0 137.994 4.26704 internal_count=2860 2592 268 is_linear=0 shrinkage=0.0224292 Tree=6686 num_leaves=4 num_cat=0 split_feature=1447 3 0 split_gain=4.46681 3.63613 0.175351 threshold=-1.0000000180025095e-35 -0.10600999999999998 -0.076899999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051947709578803632 0.00014486607293582218 -3.4127546499945653e-05 -0.00032255453500166365 leaf_weight=2.824006970244227 27.23187144935946 112.84291215549456 1.4661327497742593 leaf_count=206 337 2255 62 internal_value=0 6.85514e-07 -0.000453907 internal_weight=0 140.075 4.29014 internal_count=2860 2592 268 is_linear=0 shrinkage=0.000439788 Tree=6687 num_leaves=4 num_cat=0 split_feature=3 3 150 split_gain=3.72589 5.12353 2.68071 threshold=-0.10600999999999998 -0.081224999999999978 0.083295000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3349244782095099e-05 -0.00022858940233050896 -1.3770930501388216e-06 0.00040697419547140241 leaf_weight=22.850933642032036 24.187324278453161 92.723014242314093 5.4195210322504854 leaf_count=318 982 1512 48 internal_value=0 -4.84142e-05 0.000129453 internal_weight=0 116.91 28.2705 internal_count=2860 2494 366 is_linear=0 shrinkage=0.000439788 Tree=6688 num_leaves=3 num_cat=0 split_feature=454 124 split_gain=3.45859 3.64021 threshold=1.0000000180025095e-35 0.10385500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00016434306883778054 0.018116831879546515 0.02359441981779356 leaf_weight=135.56794515962793 5.9930943152867249 3.4009290027897796 leaf_count=2791 37 31 internal_value=0 0.0007409 internal_weight=0 138.969 internal_count=2859 2822 is_linear=0 shrinkage=0.0224292 Tree=6689 num_leaves=4 num_cat=0 split_feature=1456 39 12 split_gain=3.47265 3.87314 0.394807 threshold=1.0000000180025095e-35 -0.042029999999999991 0.040165000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020201070619520371 -0.010997787054310816 0.002657964793115049 -0.024832404333352841 leaf_weight=3.8143727775895959 1.9899270140449505 136.8281898713667 2.2772823319755844 leaf_count=52 34 2565 208 internal_value=0 0.00203535 -0.0184586 internal_weight=0 140.643 4.26721 internal_count=2859 2617 242 is_linear=0 shrinkage=0.0224292 Tree=6690 num_leaves=3 num_cat=0 split_feature=454 158 split_gain=3.46744 3.56231 threshold=1.0000000180025095e-35 0.084965000000000027 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.075910197014482e-05 0.00035345576433174126 -0.00026745478518308552 leaf_weight=132.85311311315672 6.0282382054720065 8.2082096460071607 leaf_count=2515 37 307 internal_value=0 1.33725e-05 internal_weight=0 141.061 internal_count=2859 2822 is_linear=0 shrinkage=0.000439788 Tree=6691 num_leaves=4 num_cat=0 split_feature=1456 4 160 split_gain=3.35837 3.29242 0.681001 threshold=1.0000000180025095e-35 -0.22295999999999996 -0.080864999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013247427641138601 -0.00014453642307212994 6.4726738778887461e-05 -0.00050193524025821665 leaf_weight=18.862910291180015 1.7726454479852689 123.36210874957396 2.5171649506446547 leaf_count=211 92 2406 150 internal_value=0 3.85582e-05 -0.000355545 internal_weight=0 142.225 4.28981 internal_count=2859 2617 242 is_linear=0 shrinkage=0.000439788 Tree=6692 num_leaves=3 num_cat=0 split_feature=51 49 split_gain=3.4734 2.39704 threshold=-0.40775499999999992 -0.085934999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025304226000235425 -0.0051790663575453384 0.0030470787287553923 leaf_weight=2.3852761755260863 20.762204984072014 125.08906226116414 leaf_count=98 187 2545 internal_value=0 0.00187555 internal_weight=0 145.851 internal_count=2830 2732 is_linear=0 shrinkage=0.0224292 Tree=6693 num_leaves=3 num_cat=0 split_feature=51 52 split_gain=3.37953 2.42583 threshold=-0.40775499999999992 0.28251000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025236314433365374 0.0024754247602271733 -0.011189312107386745 leaf_weight=2.3386284317748496 139.02381618512663 6.8392482756389645 leaf_count=98 2464 268 internal_value=0 0.00183333 internal_weight=0 145.863 internal_count=2830 2732 is_linear=0 shrinkage=0.0224292 Tree=6694 num_leaves=4 num_cat=0 split_feature=403 16 160 split_gain=2.2102 5.78683 2.44078 threshold=0.092300000000000007 -0.082914999999999975 -0.25131999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039709592686067949 0.0005642939167197472 -0.00018819776840861265 2.064929478813695e-05 leaf_weight=2.7397359429705821 4.6900247653829865 3.3935764060952334 139.08215572668996 leaf_count=234 105 115 2376 internal_value=0 0.000248691 1.25269e-05 internal_weight=0 8.0836 141.822 internal_count=2830 220 2610 is_linear=0 shrinkage=0.000439788 Tree=6695 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=2.3381 5.90406 2.74354 threshold=0.092300000000000007 -0.082914999999999975 -0.10072999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013555203204866325 0.0005799998046532314 -0.00018338902508920692 -1.4720464237773262e-05 leaf_weight=29.686271258287888 4.6590446835180046 3.3593427245796175 112.44726343017282 leaf_count=380 105 115 2230 internal_value=0 0.000260498 1.66797e-05 internal_weight=0 8.01839 142.134 internal_count=2830 220 2610 is_linear=0 shrinkage=0.000439788 Tree=6696 num_leaves=3 num_cat=0 split_feature=33 9 split_gain=3.35156 4.47433 threshold=-0.007134999999999999 0.091370000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037439392863552936 3.2376369423512434e-05 0.00050224399016972517 leaf_weight=3.755741751054301 142.32071738042578 4.0119077916024244 leaf_count=44 2788 51 internal_value=0 4.53223e-05 internal_weight=0 146.333 internal_count=2883 2839 is_linear=0 shrinkage=0.000439788 Tree=6697 num_leaves=4 num_cat=0 split_feature=480 33 42 split_gain=3.34449 3.51729 0.635926 threshold=0.08456000000000001 -0.007134999999999999 0.089895000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037464967567128624 -0.00050291927523023151 5.5131203564834969e-05 -0.00013612572786597785 leaf_weight=3.7621181792346752 2.4508039935317352 142.07727997450638 1.4806917210516983 leaf_count=44 129 2627 83 internal_value=0 4.39969e-05 -0.000366102 internal_weight=0 145.839 3.9315 internal_count=2883 2671 212 is_linear=0 shrinkage=0.000439788 Tree=6698 num_leaves=3 num_cat=0 split_feature=33 9 split_gain=3.35214 4.4392 threshold=-0.007134999999999999 0.091370000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01921018912864042 0.00165846928609439 0.025715054041866241 leaf_weight=3.713319288683123 140.67484531445189 3.9488333355402565 leaf_count=44 2788 51 internal_value=0 0.00231862 internal_weight=0 144.624 internal_count=2883 2839 is_linear=0 shrinkage=0.0224292 Tree=6699 num_leaves=4 num_cat=0 split_feature=480 33 42 split_gain=3.36069 3.36401 0.632583 threshold=0.08456000000000001 -0.007134999999999999 0.089895000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003639688580442164 -0.00050124359446572899 5.7511770851944348e-05 -0.00013547027965605968 leaf_weight=3.7402239914517841 2.4458835612531398 142.70401041732839 1.4830637819104593 leaf_count=44 129 2627 83 internal_value=0 4.6701e-05 -0.000364498 internal_weight=0 146.444 3.92895 internal_count=2883 2671 212 is_linear=0 shrinkage=0.000439788 Tree=6700 num_leaves=4 num_cat=0 split_feature=475 158 474 split_gain=3.91259 3.3101 3.10706 threshold=-1.0000000180025095e-35 0.084710000000000021 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025109095887735484 0.0021528595620961166 -0.013317823492526566 -0.0037982912395027914 leaf_weight=5.061760615943057 113.86594294552015 7.3911900176826739 10.695443420510854 leaf_count=176 2076 284 256 internal_value=0 0.0012079 -0.0106662 internal_weight=0 121.257 15.7572 internal_count=2792 2360 432 is_linear=0 shrinkage=0.0224292 Tree=6701 num_leaves=4 num_cat=0 split_feature=475 0 474 split_gain=3.76857 3.999 3.08318 threshold=-1.0000000180025095e-35 -0.084184999999999996 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048390149475212844 -5.0344869486241244e-05 0.00010835046865397559 -7.15343654921964e-05 leaf_weight=5.1294934390098232 66.55901547621761 56.993501042576099 11.024219401966546 leaf_count=176 1123 1237 256 internal_value=0 2.28651e-05 -0.000202895 internal_weight=0 123.553 16.1537 internal_count=2792 2360 432 is_linear=0 shrinkage=0.000439788 Tree=6702 num_leaves=4 num_cat=0 split_feature=475 0 474 split_gain=3.82555 3.83046 3.02478 threshold=-1.0000000180025095e-35 -0.084184999999999996 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048514184337868912 -4.9472818419209725e-05 0.00010560395568817909 -7.5774577598931557e-05 leaf_weight=5.1013222683104713 66.971194888024911 57.017584906170669 10.999528561442274 leaf_count=176 1123 1237 256 internal_value=0 2.18462e-05 -0.000205898 internal_weight=0 123.989 16.1009 internal_count=2792 2360 432 is_linear=0 shrinkage=0.000439788 Tree=6703 num_leaves=4 num_cat=0 split_feature=475 0 474 split_gain=3.75182 3.89461 3.03874 threshold=-1.0000000180025095e-35 -0.084184999999999996 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024881834101664214 -0.0025217259465837505 0.0055417167936966782 -0.0037124899775037379 leaf_weight=4.9932988869331885 65.652508041242982 55.666801394236245 10.705226386038701 leaf_count=176 1123 1237 256 internal_value=0 0.00117844 -0.010468 internal_weight=0 121.319 15.6985 internal_count=2792 2360 432 is_linear=0 shrinkage=0.0224292 Tree=6704 num_leaves=4 num_cat=0 split_feature=39 43 3 split_gain=3.65655 4.32856 2.63618 threshold=0.0047850000000000011 -0.15765999999999997 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021770815662807325 0.00026918431039377514 -5.0086095738851825e-05 -0.00012930549779333013 leaf_weight=12.940453577968581 14.847038425912617 117.70458096884613 4.0829492181073865 leaf_count=174 309 2357 32 internal_value=0 -2.3533e-05 0.000183192 internal_weight=0 130.645 18.93 internal_count=2872 2531 341 is_linear=0 shrinkage=0.000439788 Tree=6705 num_leaves=4 num_cat=0 split_feature=39 43 3 split_gain=3.49861 4.34687 2.80635 threshold=0.0047850000000000011 -0.15765999999999997 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011131413828190606 0.013703473692757632 -0.0026134795958458116 -0.0074364391148186359 leaf_weight=12.834505523191181 14.617508109600751 116.36075950786653 4.0153378412360317 leaf_count=174 309 2357 32 internal_value=0 -0.00124659 0.00914492 internal_weight=0 129.195 18.6328 internal_count=2872 2531 341 is_linear=0 shrinkage=0.0224292 Tree=6706 num_leaves=4 num_cat=0 split_feature=39 43 3 split_gain=3.35656 4.15676 2.70112 threshold=0.0047850000000000011 -0.15765999999999997 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010890286755072776 0.013480883121065972 -0.002555274498352252 -0.0072476549075440417 leaf_weight=12.82497058661829 14.52694370725658 116.34258864651383 4.0278740032808846 leaf_count=174 309 2357 32 internal_value=0 -0.00121886 0.00897831 internal_weight=0 129.168 18.5548 internal_count=2872 2531 341 is_linear=0 shrinkage=0.0224292 Tree=6707 num_leaves=4 num_cat=0 split_feature=39 43 3 split_gain=3.21993 3.97485 2.59942 threshold=0.0047850000000000011 -0.15765999999999997 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010654005786506836 0.01325978631404017 -0.0024983534706501135 -0.0070642578986052865 leaf_weight=12.815893533013876 14.439229779934978 116.32498105703417 4.0401100838789707 leaf_count=174 309 2357 32 internal_value=0 -0.00119174 0.00881367 internal_weight=0 129.141 18.4793 internal_count=2872 2531 341 is_linear=0 shrinkage=0.0224292 Tree=6708 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=3.39643 8.16232 6.22499 threshold=-0.076329999999999995 0.091870000000000021 -0.084284999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.9043608086014381e-05 -0.0090534998281887064 0.0042080455822411456 0.017927703523996516 leaf_weight=32.248028817150043 44.408697413127811 49.192162692503189 13.834197233863959 leaf_count=583 1094 756 402 internal_value=0 -0.00208442 0.00535289 internal_weight=0 93.6009 46.0822 internal_count=2835 1850 985 is_linear=0 shrinkage=0.0224292 Tree=6709 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=3.2279 8.07337 5.56838 threshold=-0.076329999999999995 0.091870000000000021 -0.084284999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0134650013484885e-06 -0.00017610983623252062 8.1433607673844123e-05 0.00033154434888593167 leaf_weight=32.600150045480405 44.641059577254055 49.768641798713361 14.112272384198148 leaf_count=583 1094 756 402 internal_value=0 -4.03552e-05 0.000100965 internal_weight=0 94.4097 46.7124 internal_count=2835 1850 985 is_linear=0 shrinkage=0.000439788 Tree=6710 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=3.30287 4.02957 threshold=0.056555000000000001 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0038405816912214681 -0.011248893027523308 0.0044071564857091541 leaf_weight=47.016341006596122 11.309232599276582 81.309589934135147 leaf_count=1421 119 1295 internal_value=0 0.00138521 internal_weight=0 128.326 internal_count=2835 2716 is_linear=0 shrinkage=0.0224292 Tree=6711 num_leaves=4 num_cat=0 split_feature=4 1 4 split_gain=3.2519 7.96323 5.4935 threshold=-0.076329999999999995 0.091870000000000021 -0.084284999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.1326088591487595e-06 -0.00017543887004135671 8.0573292357655733e-05 0.00033068551094373101 leaf_weight=32.573319765011547 44.57137890078593 49.664846174506238 14.086354489423682 leaf_count=583 1094 756 402 internal_value=0 -4.05251e-05 0.000101416 internal_weight=0 94.2362 46.6597 internal_count=2835 1850 985 is_linear=0 shrinkage=0.000439788 Tree=6712 num_leaves=3 num_cat=0 split_feature=157 453 split_gain=2.87398 3.62555 threshold=-0.15081499999999998 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033398889917019605 -2.0517590886110325e-05 -0.00039977630128566673 leaf_weight=4.2004871759672815 132.2352892030176 5.0428441640106021 leaf_count=94 2724 67 internal_value=0 -3.45031e-05 internal_weight=0 137.278 internal_count=2885 2791 is_linear=0 shrinkage=0.000439788 Tree=6713 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=4.20771 11.0183 4.65994 threshold=0.08845500000000002 -0.084074999999999997 -0.17858499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014937281136030298 -0.014937748156624235 0.0031455398588445187 0.0044463364912262189 leaf_weight=31.55080248408558 6.8902998517150982 36.596988504159526 64.322683402911935 leaf_count=914 132 848 991 internal_value=0 -0.00522821 0.0025673 internal_weight=0 68.1478 71.213 internal_count=2885 1762 1123 is_linear=0 shrinkage=0.0224292 Tree=6714 num_leaves=4 num_cat=0 split_feature=1 1375 3 split_gain=4.27297 6.57069 4.4064 threshold=0.10100500000000003 -1.0000000180025095e-35 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00054748079751442205 0.00019769911032210856 -4.9238103052463906e-05 -8.485031585482869e-05 leaf_weight=5.4084455941338083 27.242632352223154 90.289075450707969 17.532042635066318 leaf_count=104 496 2082 203 internal_value=0 -7.75004e-05 8.70746e-05 internal_weight=0 95.6975 44.7747 internal_count=2885 2186 699 is_linear=0 shrinkage=0.000439788 Tree=6715 num_leaves=4 num_cat=0 split_feature=1 1375 3 split_gain=4.09501 6.5839 4.56181 threshold=0.10100500000000003 -1.0000000180025095e-35 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02793423348576414 0.010210077113650186 -0.0023975122386944718 -0.0045299644057300113 leaf_weight=5.3657522715220685 26.842481739266077 89.547651709208367 17.393062774048303 leaf_count=104 496 2082 203 internal_value=0 -0.00384651 0.00441496 internal_weight=0 94.9134 44.2355 internal_count=2885 2186 699 is_linear=0 shrinkage=0.0224292 Tree=6716 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=4.12356 4.62236 threshold=0.12879500000000002 -0.23033499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015192717275681644 -0.013986870768690146 0.0009031944441426446 leaf_weight=12.530068442749323 8.3614802289375785 123.13801700475597 leaf_count=89 94 2614 internal_value=0 0.0022249 internal_weight=0 135.668 internal_count=2797 2703 is_linear=0 shrinkage=0.0224292 Tree=6717 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=3.94302 4.66597 threshold=0.12879500000000002 -0.18357499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.027372786940690882 -0.013681049223170254 0.0014888501016728677 leaf_weight=3.5800928263925007 8.3571335752858413 132.03972329525277 leaf_count=23 94 2680 internal_value=0 0.00217589 internal_weight=0 135.62 internal_count=2797 2703 is_linear=0 shrinkage=0.0224292 Tree=6718 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=3.64901 4.78775 threshold=0.12879500000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00054290392174101735 -0.00025763977815459555 2.657624966746949e-05 leaf_weight=3.5468360136728725 8.4400358931743522 134.16841270335863 leaf_count=22 94 2681 internal_value=0 3.99476e-05 internal_weight=0 137.715 internal_count=2797 2703 is_linear=0 shrinkage=0.000439788 Tree=6719 num_leaves=3 num_cat=0 split_feature=48 0 split_gain=3.76442 4.40759 threshold=0.12879500000000002 -0.23033499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014816430612269168 -0.013370870477169396 0.00083683793145970895 leaf_weight=12.478341175476087 8.3548233964174852 123.17240047091036 leaf_count=89 94 2614 internal_value=0 0.00212471 internal_weight=0 135.651 internal_count=2797 2703 is_linear=0 shrinkage=0.0224292 Tree=6720 num_leaves=3 num_cat=0 split_feature=4 51 split_gain=4.31055 3.64908 threshold=0.51074000000000008 -0.40775499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0005203764985291674 0.00046969272663424097 -2.9070231395031482e-06 leaf_weight=2.6675737954356 3.6563380052102721 139.04423001744908 leaf_count=100 136 2670 internal_value=0 -1.27166e-05 internal_weight=0 141.712 internal_count=2906 2770 is_linear=0 shrinkage=0.000439788 Tree=6721 num_leaves=3 num_cat=0 split_feature=4 51 split_gain=4.32102 3.72248 threshold=0.51074000000000008 -0.40775499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052176290638423855 0.00046997485413421812 -2.1574468446285581e-06 leaf_weight=2.6995923312788355 3.6705421076330813 139.45519223430165 leaf_count=100 136 2670 internal_value=0 -1.20938e-05 internal_weight=0 142.155 internal_count=2906 2770 is_linear=0 shrinkage=0.000439788 Tree=6722 num_leaves=3 num_cat=0 split_feature=4 51 split_gain=4.40021 3.70427 threshold=0.51074000000000008 -0.40775499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052097627496242721 0.00046931203014832724 -4.3001913319566965e-06 leaf_weight=2.7171043515263582 3.7165701654739669 140.22437422018993 leaf_count=100 136 2670 internal_value=0 -1.41897e-05 internal_weight=0 142.941 internal_count=2906 2770 is_linear=0 shrinkage=0.000439788 Tree=6723 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=3.82209 3.27312 threshold=-0.40775499999999992 -0.24219999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026597645379089149 0.013246801746189954 -0.00044750406730524042 leaf_weight=2.6561508241429683 9.3873926872620341 131.88718751099987 leaf_count=100 236 2570 internal_value=0 0.00046412 internal_weight=0 141.275 internal_count=2906 2806 is_linear=0 shrinkage=0.0224292 Tree=6724 num_leaves=4 num_cat=0 split_feature=13 13 2 split_gain=4.42606 5.00367 2.402 threshold=-0.094744999999999982 -0.084184999999999996 0.10041500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018928901826485865 -0.017610980955081436 -0.00044839780459191155 0.014545216448949686 leaf_weight=16.270827432199443 9.322511867307183 100.32557782126787 14.072722170647465 leaf_count=207 443 2042 165 internal_value=0 -0.00191041 0.00776624 internal_weight=0 109.648 30.3435 internal_count=2857 2485 372 is_linear=0 shrinkage=0.0224292 Tree=6725 num_leaves=4 num_cat=0 split_feature=13 13 2 split_gain=4.24404 4.82792 2.32825 threshold=-0.094744999999999982 -0.084184999999999996 0.10041500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018505362146278381 -0.01736026514996105 -0.00043835766939710774 0.014333654157764174 leaf_weight=16.270371027647347 9.2461776375021127 100.3221871283622 13.961681783330276 leaf_count=207 443 2042 165 internal_value=0 -0.00186913 0.00762086 internal_weight=0 109.568 30.2321 internal_count=2857 2485 372 is_linear=0 shrinkage=0.0224292 Tree=6726 num_leaves=4 num_cat=0 split_feature=13 13 2 split_gain=4.54247 4.63859 2.28231 threshold=-0.094744999999999982 -0.084184999999999996 0.10041500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.2751688877288998e-05 -0.00033208896070439719 -9.3264016928159307e-06 0.00028276952772970698 leaf_weight=16.520992643942012 9.3896273370992258 101.72676080870224 14.284719251096247 leaf_count=207 443 2042 165 internal_value=0 -3.66531e-05 0.000154155 internal_weight=0 111.116 30.8057 internal_count=2857 2485 372 is_linear=0 shrinkage=0.000439788 Tree=6727 num_leaves=4 num_cat=0 split_feature=13 13 2 split_gain=4.07467 4.65358 2.25534 threshold=-0.094744999999999982 -0.084184999999999996 0.10041500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018154392554604181 -0.017101258518587001 -0.00042923473637593182 0.014125124333744505 leaf_weight=16.274746198694633 9.1751796862481552 100.34591610478128 13.859315842040813 leaf_count=207 443 2042 165 internal_value=0 -0.00182868 0.00748229 internal_weight=0 109.521 30.1341 internal_count=2857 2485 372 is_linear=0 shrinkage=0.0224292 Tree=6728 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=2.9296 5.14219 3.24045 threshold=-0.077944999999999987 -0.082039999999999988 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040831352743929682 0.0036415801732975752 -0.020930100783530945 0.021300485885035438 leaf_weight=86.742518398184984 42.743682085383625 6.060399213773052 5.9392956238007164 leaf_count=1514 844 315 106 internal_value=0 -0.000989188 0.00580346 internal_weight=0 92.8029 48.683 internal_count=2779 1829 950 is_linear=0 shrinkage=0.0224292 Tree=6729 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=2.80294 4.9893 3.12539 threshold=-0.077944999999999987 -0.082039999999999988 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039915437072236235 0.0035609043087128389 -0.020760985453669917 0.020948571665234051 leaf_weight=86.74312476349769 42.732221564940119 5.973865565891173 5.9043386626144629 leaf_count=1514 844 315 106 internal_value=0 -0.000968212 0.00567911 internal_weight=0 92.717 48.6366 internal_count=2779 1829 950 is_linear=0 shrinkage=0.0224292 Tree=6730 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=2.68165 4.84016 3.0135 threshold=-0.077944999999999987 -0.082039999999999988 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039020098711648377 0.0034819833104939757 -0.020590005511382528 0.020598634734961728 leaf_weight=86.743720189841042 42.721154563696473 5.8894864201065493 5.8706740083434843 leaf_count=1514 844 315 106 internal_value=0 -0.000947658 0.00555723 internal_weight=0 92.6332 48.5918 internal_count=2779 1829 950 is_linear=0 shrinkage=0.0224292 Tree=6731 num_leaves=3 num_cat=0 split_feature=448 147 split_gain=2.62681 2.54327 threshold=-0.079029999999999989 0.095485000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032015237636848481 2.4277590582984177e-05 0.00034335506496291514 leaf_weight=4.110389072680845 134.04601747175911 4.9933718484826377 leaf_count=65 2656 58 internal_value=0 3.57823e-05 internal_weight=0 139.039 internal_count=2779 2714 is_linear=0 shrinkage=0.000439788 Tree=6732 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=4.13993 7.43024 6.28116 threshold=0.13736000000000001 -0.1171 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010429754897964517 -0.00012354637033212809 0.00029976887383017831 0.00020967350848144741 leaf_weight=93.98566264818146 14.182583030837121 18.412267409832566 14.165255572181193 leaf_count=2225 181 272 105 internal_value=0 0.000115613 -6.31449e-05 internal_weight=0 32.5949 108.151 internal_count=2783 453 2330 is_linear=0 shrinkage=0.000439788 Tree=6733 num_leaves=4 num_cat=0 split_feature=4 0 15 split_gain=3.98085 7.47858 6.24763 threshold=0.13736000000000001 -0.1171 -0.0063699999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0096235491080231862 -0.006541651070117809 0.015219473070286359 0.0013579132588512489 leaf_weight=44.748615761909605 14.050767583918057 18.238061064388603 62.368766661031259 leaf_count=1029 181 272 1301 internal_value=0 0.00575166 -0.00323052 internal_weight=0 32.2888 107.117 internal_count=2783 453 2330 is_linear=0 shrinkage=0.0224292 Tree=6734 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=3.93748 6.84883 6.24736 threshold=0.13736000000000001 -0.1171 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001005767887477158 -0.00011358928312007406 0.00029123125829017454 0.00021187438001321425 leaf_weight=94.68658024229444 14.364943640190175 18.441339597615297 14.21972371812444 leaf_count=2225 181 272 105 internal_value=0 0.000114009 -5.97505e-05 internal_weight=0 32.8063 108.906 internal_count=2783 453 2330 is_linear=0 shrinkage=0.000439788 Tree=6735 num_leaves=4 num_cat=0 split_feature=4 0 3 split_gain=3.80922 7.17066 6.08274 threshold=0.13736000000000001 -0.1171 0.11429000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0052342600006001693 -0.0063693489640304721 0.014948727051239358 0.010587518035118511 leaf_weight=93.038597834674874 14.081651791901093 18.148603831403307 14.054594008601269 leaf_count=2225 181 272 105 internal_value=0 0.00563643 -0.00315634 internal_weight=0 32.2303 107.093 internal_count=2783 453 2330 is_linear=0 shrinkage=0.0224292 Tree=6736 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=3.56237 4.07217 threshold=-0.40775499999999992 0.08801500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026551645988178971 0.00040603454168279914 0.024643325414991851 leaf_weight=2.3774162502159006 135.80071314393717 3.5601138523197724 leaf_count=99 2658 65 internal_value=0 0.00102849 internal_weight=0 139.361 internal_count=2822 2723 is_linear=0 shrinkage=0.0224292 Tree=6737 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=3.46863 3.95679 threshold=-0.40775499999999992 0.08801500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026464153539472703 0.00039692721718968192 0.024465230967042177 leaf_weight=2.3323476435689363 135.80127322808403 3.5063455328927366 leaf_count=99 2658 65 internal_value=0 0.00100599 internal_weight=0 139.308 internal_count=2822 2723 is_linear=0 shrinkage=0.0224292 Tree=6738 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=3.37756 3.58756 threshold=-0.40775499999999992 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026378021916121007 0.027897672526230249 0.00050242043930064811 leaf_weight=2.2880418967397409 2.4287348473444572 136.82681166126531 leaf_count=99 7 2716 internal_value=0 0.000983976 internal_weight=0 139.256 internal_count=2822 2723 is_linear=0 shrinkage=0.0224292 Tree=6739 num_leaves=3 num_cat=0 split_feature=9 51 split_gain=3.33152 3.4851 threshold=0.083710000000000021 -0.40775499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026293232365751699 -0.01471857954838632 0.0017745675246830571 leaf_weight=2.2444885485092518 6.842817944023408 132.39814756485976 leaf_count=99 92 2631 internal_value=0 0.00130302 internal_weight=0 134.643 internal_count=2822 2730 is_linear=0 shrinkage=0.0224292 Tree=6740 num_leaves=4 num_cat=0 split_feature=129 15 457 split_gain=2.78123 6.18703 2.91267 threshold=0.086720000000000005 0.085205000000000017 0.094310000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7072765831154149e-05 -0.00019178182679035786 0.00057208576936990281 0.00018265917808376572 leaf_weight=121.34831493701495 3.5720429337707156 4.773103154511773 12.889933409191142 leaf_count=2535 128 74 108 internal_value=0 0.00024543 -1.59505e-05 internal_weight=0 8.34515 134.238 internal_count=2845 202 2643 is_linear=0 shrinkage=0.000439788 Tree=6741 num_leaves=3 num_cat=0 split_feature=160 38 split_gain=3.10172 2.79523 threshold=-0.40187499999999993 0.10386000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023002557047831964 0.0010612877448565655 -0.0189996752094365 leaf_weight=2.8544663928678338 134.68578970494127 3.5681208558380595 leaf_count=234 2570 41 internal_value=0 0.000540993 internal_weight=0 138.254 internal_count=2845 2611 is_linear=0 shrinkage=0.0224292 Tree=6742 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=3.01779 2.54772 threshold=-0.40187499999999993 -0.23178999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022896216845260449 -0.020262466135279343 0.00097449639647661504 leaf_weight=2.8040612695767768 2.8836610621729042 135.37069940884248 leaf_count=234 179 2432 internal_value=0 0.000528807 internal_weight=0 138.254 internal_count=2845 2611 is_linear=0 shrinkage=0.0224292 Tree=6743 num_leaves=4 num_cat=0 split_feature=160 129 13 split_gain=3.09905 2.59748 0.0179346 threshold=-0.40187499999999993 0.086720000000000005 -0.080909999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00049597539010930289 -5.9032237272410053e-06 0.00024598623981988559 -0.00039632235954958857 leaf_weight=1.4409284815010326 132.19958984207187 8.4034123883320699 1.4570532220059238 leaf_count=116 2426 185 118 internal_value=0 9.18279e-06 -0.000448793 internal_weight=0 140.603 2.89798 internal_count=2845 2611 234 is_linear=0 shrinkage=0.000439788 Tree=6744 num_leaves=3 num_cat=0 split_feature=13 151 split_gain=4.6289 3.43469 threshold=0.26891500000000007 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.5644501259258531e-05 -0.0005224094122148452 0.00022810938886236475 leaf_weight=125.42302083116374 3.4060064304212565 11.222391733725088 leaf_count=2706 61 99 internal_value=0 -4.77529e-06 internal_weight=0 136.645 internal_count=2866 2805 is_linear=0 shrinkage=0.000439788 Tree=6745 num_leaves=3 num_cat=0 split_feature=13 151 split_gain=4.56871 3.4588 threshold=0.26891500000000007 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6044161741671719e-05 -0.00051865716277914721 0.0002278878612665903 leaf_weight=126.74254810033744 3.4169498852716051 11.280480611720121 leaf_count=2706 61 99 internal_value=0 -5.26191e-06 internal_weight=0 138.023 internal_count=2866 2805 is_linear=0 shrinkage=0.000439788 Tree=6746 num_leaves=3 num_cat=0 split_feature=13 151 split_gain=4.70059 3.39621 threshold=0.26891500000000007 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.6148313973135076e-05 -0.00052604191104650558 0.0002266026344888097 leaf_weight=125.40335201771086 3.4197246034455011 11.181628347025251 leaf_count=2706 61 99 internal_value=0 -5.42789e-06 internal_weight=0 136.585 internal_count=2866 2805 is_linear=0 shrinkage=0.000439788 Tree=6747 num_leaves=3 num_cat=0 split_feature=151 474 split_gain=3.05771 4.24367 threshold=0.086895000000000014 0.084655000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.4514961848562033e-05 0.00019797968639710965 0.00018755656441495761 leaf_weight=113.59350366075887 11.793410769954788 14.556107295982654 leaf_count=2475 102 289 internal_value=0 -3.58593e-05 internal_weight=0 128.15 internal_count=2866 2764 is_linear=0 shrinkage=0.000439788 Tree=6748 num_leaves=4 num_cat=0 split_feature=42 457 403 split_gain=4.58923 3.97388 3.01083 threshold=-1.0000000180025095e-35 0.079930000000000015 0.093255000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014677631455749096 -0.00090692099291199793 0.0098634855402769239 0.0088338782133293662 leaf_weight=16.315754557337645 99.23389424470588 20.835933612688677 3.2789139695887561 leaf_count=665 1885 195 93 internal_value=0 0.000963358 -0.0107385 internal_weight=0 120.07 19.5947 internal_count=2838 2080 758 is_linear=0 shrinkage=0.0224292 Tree=6749 num_leaves=3 num_cat=0 split_feature=49 3 split_gain=3.12799 4.70764 threshold=-0.4233599999999999 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019716599208118593 -0.0067257525228632004 0.001945736126869545 leaf_weight=3.6689372421242288 49.566671232092631 86.310751232798793 leaf_count=15 1552 1271 internal_value=0 -0.00121803 internal_weight=0 135.877 internal_count=2838 2823 is_linear=0 shrinkage=0.0224292 Tree=6750 num_leaves=4 num_cat=0 split_feature=42 457 16 split_gain=4.51667 3.77251 2.92093 threshold=-1.0000000180025095e-35 0.079930000000000015 -0.51054499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003796284297142682 -1.8334131108427972e-05 0.00018698815003819735 -0.00025748636075256608 leaf_weight=1.4893596549518431 100.28349357762272 20.898530703765573 18.327321138638581 leaf_count=18 1885 195 740 internal_value=0 1.70987e-05 -0.000209284 internal_weight=0 121.182 19.8167 internal_count=2838 2080 758 is_linear=0 shrinkage=0.000439788 Tree=6751 num_leaves=4 num_cat=0 split_feature=42 457 16 split_gain=4.37667 3.77493 2.91674 threshold=-1.0000000180025095e-35 0.079930000000000015 -0.51054499999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019618071923488516 -0.00087076564638546568 0.0096402150060041734 -0.012986457425028927 leaf_weight=1.4778119740076388 99.190697819518391 20.772384027819498 18.029836612196959 leaf_count=18 1885 195 740 internal_value=0 0.000950523 -0.0104997 internal_weight=0 119.963 19.5076 internal_count=2838 2080 758 is_linear=0 shrinkage=0.0224292 Tree=6752 num_leaves=4 num_cat=0 split_feature=1 39 13 split_gain=3.99443 4.25947 2.85577 threshold=0.13130500000000003 -0.042029999999999991 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026106859595512313 0.029404188762705327 1.732911922431826e-05 0.0055733408919313044 leaf_weight=3.2001305313315234 3.6553668720443957 127.21138473496103 8.1595083072606922 leaf_count=42 126 2584 104 internal_value=0 -0.000627452 0.0129818 internal_weight=0 130.412 11.8149 internal_count=2856 2626 230 is_linear=0 shrinkage=0.0224292 Tree=6753 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=3.94385 4.09894 2.79237 threshold=0.13130500000000003 0.092965000000000006 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0799954130658296e-05 0.00057256804013093468 -0.00019831582337313008 0.00011040859299632773 leaf_weight=112.06453012809652 3.6441315391130038 19.346383072279423 8.2044576132029743 leaf_count=2058 126 568 104 internal_value=0 -1.14825e-05 0.000253242 internal_weight=0 131.411 11.8486 internal_count=2856 2626 230 is_linear=0 shrinkage=0.000439788 Tree=6754 num_leaves=4 num_cat=0 split_feature=1 151 15 split_gain=3.84408 4.09718 2.73799 threshold=0.13130500000000003 0.086895000000000014 -0.050699999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.001761470100327047 0.022850128950171317 0.013141537750211424 0.0011392337903177779 leaf_weight=120.37548100313325 6.2818658122560009 10.036409836437086 5.4533424403052759 leaf_count=2537 171 89 59 internal_value=0 -0.000612789 0.0127793 internal_weight=0 130.412 11.7352 internal_count=2856 2626 230 is_linear=0 shrinkage=0.0224292 Tree=6755 num_leaves=4 num_cat=0 split_feature=1 52 13 split_gain=3.69772 4.08322 2.81391 threshold=0.13130500000000003 0.092965000000000006 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010513666937235016 0.02917427480064208 -0.010142933691808537 0.0052583038803994415 leaf_weight=111.16237299545901 3.5495713781128861 19.207909652201124 8.1125144944817276 leaf_count=2058 126 568 104 internal_value=0 -0.000599172 0.0125734 internal_weight=0 130.37 11.6621 internal_count=2856 2626 230 is_linear=0 shrinkage=0.0224292 Tree=6756 num_leaves=3 num_cat=0 split_feature=124 158 split_gain=3.48013 3.89953 threshold=0.10385500000000002 0.085745000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00069075667736888358 0.022253679014155339 -0.016947356152823494 leaf_weight=130.65036448727005 3.5565019769128403 6.6063750999237518 leaf_count=2514 34 294 internal_value=0 -0.000160431 internal_weight=0 137.257 internal_count=2842 2808 is_linear=0 shrinkage=0.0224292 Tree=6757 num_leaves=3 num_cat=0 split_feature=124 158 split_gain=3.43923 3.66851 threshold=0.10385500000000002 0.085745000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3177651295128712e-05 0.0004317469738149538 -0.00031900053001685663 leaf_weight=132.8089535400195 3.5930535376537582 6.7384061526536234 leaf_count=2514 34 294 internal_value=0 -2.90387e-06 internal_weight=0 139.547 internal_count=2842 2808 is_linear=0 shrinkage=0.000439788 Tree=6758 num_leaves=3 num_cat=0 split_feature=124 158 split_gain=3.36995 3.77323 threshold=0.10385500000000002 0.085745000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.3190779905035687e-05 0.00042812471147735744 -0.00032374257042519153 leaf_weight=132.68541480357817 3.5758872271981081 6.7367295083458876 leaf_count=2514 34 294 internal_value=0 -3.13157e-06 internal_weight=0 139.422 internal_count=2842 2808 is_linear=0 shrinkage=0.000439788 Tree=6759 num_leaves=3 num_cat=0 split_feature=124 158 split_gain=3.35466 3.74159 threshold=0.10385500000000002 0.085745000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00067455918508440888 0.021942523017151636 -0.016643359432220572 leaf_weight=130.73100949343461 3.5256989026674992 6.5735010372554816 leaf_count=2514 34 294 internal_value=0 -0.000156741 internal_weight=0 137.305 internal_count=2842 2808 is_linear=0 shrinkage=0.0224292 Tree=6760 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=4.21461 3.4363 threshold=-0.50052499999999989 0.22762000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01937283667637844 0.0017837153873406103 -0.019579533727663828 leaf_weight=5.2080564808566114 129.35783780224665 3.8829813972115508 leaf_count=126 2673 35 internal_value=0 0.00115842 internal_weight=0 133.241 internal_count=2834 2708 is_linear=0 shrinkage=0.0224292 Tree=6761 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=4.04917 3.29361 threshold=-0.50052499999999989 0.22762000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019044715745280296 0.0017437189761653163 -0.019202926530103265 leaf_weight=5.1796157493954516 129.35747178752354 3.870847542770206 leaf_count=126 2673 35 internal_value=0 0.00113247 internal_weight=0 133.228 internal_count=2834 2708 is_linear=0 shrinkage=0.0224292 Tree=6762 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.85271 3.11025 threshold=-0.50052499999999989 0.22762000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036194601943412172 3.2843050373878107e-05 -0.0003652562700782169 leaf_weight=5.2530112443491808 130.79983044848996 3.8901682561263433 leaf_count=126 2673 35 internal_value=0 2.12949e-05 internal_weight=0 134.69 internal_count=2834 2708 is_linear=0 shrinkage=0.000439788 Tree=6763 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.88571 3.1531 threshold=-0.50052499999999989 0.22762000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018706701822513116 0.0017032929779247415 -0.018820694283398255 leaf_weight=5.1539114878978571 129.38512400732361 3.8595038042403749 leaf_count=126 2673 35 internal_value=0 0.00110619 internal_weight=0 133.245 internal_count=2834 2708 is_linear=0 shrinkage=0.0224292 Tree=6764 num_leaves=4 num_cat=0 split_feature=43 3 403 split_gain=3.68935 6.1605 5.42834 threshold=-0.057994999999999998 -0.078669999999999976 0.092300000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3512812722374688e-05 -6.3250300127451855e-05 0.00028168602661705314 0.00037362619204366304 leaf_weight=32.706606368052235 82.64411619515522 23.475002124614548 5.8741567430552086 leaf_count=813 1361 458 171 internal_value=0 0.000109887 -3.41844e-05 internal_weight=0 56.1816 88.5183 internal_count=2803 1271 1532 is_linear=0 shrinkage=0.000439788 Tree=6765 num_leaves=4 num_cat=0 split_feature=43 3 403 split_gain=3.71329 6.02857 5.79669 threshold=-0.057994999999999998 -0.078669999999999976 0.092300000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062721104841370666 -0.0033184828550671197 0.014389934306488075 0.019896969547524242 leaf_weight=32.169189091058797 81.532817422910739 23.08806250456837 5.7762272526451843 leaf_count=813 1361 458 171 internal_value=0 0.00565018 -0.00177857 internal_weight=0 55.2573 87.309 internal_count=2803 1271 1532 is_linear=0 shrinkage=0.0224292 Tree=6766 num_leaves=4 num_cat=0 split_feature=43 3 403 split_gain=3.69516 6.01157 5.24789 threshold=-0.057994999999999998 -0.078669999999999976 0.092300000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3508476230932482e-05 -6.4849327046121672e-05 0.00027861662045153263 0.00036394912316895352 leaf_weight=32.696027343157766 82.430270395678235 23.33814769377932 5.8975350685941512 leaf_count=813 1361 458 171 internal_value=0 0.000108215 -3.61465e-05 internal_weight=0 56.0342 88.3278 internal_count=2803 1271 1532 is_linear=0 shrinkage=0.000439788 Tree=6767 num_leaves=4 num_cat=0 split_feature=43 3 403 split_gain=3.63442 5.85812 5.32369 threshold=-0.057994999999999998 -0.078669999999999976 0.092300000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5202144634879337e-06 -6.0943088786703679e-05 0.00027890508788408594 0.00037036469651146117 leaf_weight=32.554624051737846 82.570818318650709 23.3966664399195 5.9137419415637842 leaf_count=813 1361 458 171 internal_value=0 0.000111142 -3.20436e-05 internal_weight=0 55.9513 88.4846 internal_count=2803 1271 1532 is_linear=0 shrinkage=0.000439788 Tree=6768 num_leaves=4 num_cat=0 split_feature=3 160 15 split_gain=3.75071 4.2891 1.43009 threshold=0.15360000000000004 -0.11051499999999999 -0.097509999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002979945017244074 7.1736294757900087e-05 2.1268945224353971e-05 0.00039377977176887621 leaf_weight=8.6817085814909642 4.4357262948906282 125.96065981093852 6.7077001371653733 leaf_count=365 89 2355 71 internal_value=0 6.43582e-07 0.00026593 internal_weight=0 134.642 11.1434 internal_count=2880 2720 160 is_linear=0 shrinkage=0.000439788 Tree=6769 num_leaves=4 num_cat=0 split_feature=3 160 15 split_gain=3.47532 4.08853 1.44215 threshold=0.15360000000000004 -0.11051499999999999 -0.097509999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015016717212408815 0.0031703531289019905 0.0010717413572177655 0.019825012470240027 leaf_weight=8.4695368070551904 4.3548338619584683 124.36512939123349 6.5617055023321864 leaf_count=365 89 2355 71 internal_value=0 4.39308e-05 0.0131983 internal_weight=0 132.835 10.9165 internal_count=2880 2720 160 is_linear=0 shrinkage=0.0224292 Tree=6770 num_leaves=4 num_cat=0 split_feature=3 160 15 split_gain=3.35153 3.92259 1.41074 threshold=0.15360000000000004 -0.11051499999999999 -0.097509999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014740696697888663 0.0031044800966958381 0.0010476644676719955 0.019625082587557005 leaf_weight=8.4353564846296631 4.3479734561988153 124.37010158124031 6.4809897721279395 leaf_count=365 89 2355 71 internal_value=0 4.28661e-05 0.013009 internal_weight=0 132.805 10.829 internal_count=2880 2720 160 is_linear=0 shrinkage=0.0224292 Tree=6771 num_leaves=4 num_cat=0 split_feature=3 155 15 split_gain=3.3519 3.05499 1.35679 threshold=0.15360000000000004 0.082265000000000019 -0.097509999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2811368162749288e-05 6.4986221282193067e-05 -0.00034601800959327661 0.00038085938615660739 leaf_weight=130.40948654837484 4.4247188029985409 4.7373001661908338 6.4990603910991904 leaf_count=2513 89 207 71 internal_value=0 1.86224e-07 0.00025325 internal_weight=0 135.147 10.9238 internal_count=2880 2720 160 is_linear=0 shrinkage=0.000439788 Tree=6772 num_leaves=3 num_cat=0 split_feature=457 49 split_gain=2.97596 3.0885 threshold=-0.15747999999999998 -0.083659999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036475162973364844 -0.00015194499716420038 3.2216454330931246e-05 leaf_weight=4.5766012892127028 20.635824024997419 119.5849549022787 leaf_count=36 182 2633 internal_value=0 5.09703e-06 internal_weight=0 140.221 internal_count=2851 2815 is_linear=0 shrinkage=0.000439788 Tree=6773 num_leaves=3 num_cat=0 split_feature=457 49 split_gain=2.97308 3.24468 threshold=-0.15747999999999998 -0.083659999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018699099527982505 -0.0079918494869352236 0.0016896174481909731 leaf_weight=4.5252770720981053 20.407975660520606 118.07525307367905 leaf_count=36 182 2633 internal_value=0 0.000261975 internal_weight=0 138.483 internal_count=2851 2815 is_linear=0 shrinkage=0.0224292 Tree=6774 num_leaves=3 num_cat=0 split_feature=457 49 split_gain=2.86436 3.09952 threshold=-0.15747999999999998 -0.083659999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018416987517143536 -0.0078086385293172486 0.0016516259422043758 leaf_weight=4.4922121544368556 20.418650501072989 118.08238896254807 leaf_count=36 182 2633 internal_value=0 0.000256053 internal_weight=0 138.501 internal_count=2851 2815 is_linear=0 shrinkage=0.0224292 Tree=6775 num_leaves=3 num_cat=0 split_feature=457 49 split_gain=2.77535 2.84288 threshold=-0.15747999999999998 -0.083659999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035488300368895312 -0.0001466770539990114 3.036368846049622e-05 leaf_weight=4.4894336331635705 20.551415193993307 119.17103081587265 leaf_count=36 182 2633 internal_value=0 4.30674e-06 internal_weight=0 139.722 internal_count=2851 2815 is_linear=0 shrinkage=0.000439788 Tree=6776 num_leaves=4 num_cat=0 split_feature=13 159 12 split_gain=7.27536 4.97828 3.16419 threshold=-0.09547499999999999 -0.46979999999999994 -0.051479999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017404572503401853 0.00062036734038902006 -0.00010267121022665448 0.00022785344459891948 leaf_weight=4.511662501696267 1.8557037971659145 105.61860770047497 23.238683158437198 leaf_count=81 62 2460 270 internal_value=0 -9.00789e-05 0.000162438 internal_weight=0 107.474 27.7503 internal_count=2873 2522 351 is_linear=0 shrinkage=0.000439788 Tree=6777 num_leaves=4 num_cat=0 split_feature=13 159 13 split_gain=6.89468 5.06801 3.19097 threshold=-0.09547499999999999 -0.46979999999999994 -0.11677999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045546506993252587 0.033403338461297193 -0.0041345439192682597 0.021863297249625546 leaf_weight=20.542968771784221 1.8225782635927306 103.65827569357498 7.2371743204566874 leaf_count=262 62 2460 89 internal_value=0 -0.00348001 0.00907575 internal_weight=0 105.481 27.7801 internal_count=2873 2522 351 is_linear=0 shrinkage=0.0224292 Tree=6778 num_leaves=4 num_cat=0 split_feature=13 159 0 split_gain=6.59632 4.8373 3.06206 threshold=-0.09547499999999999 -0.46979999999999994 -0.14449499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0063917537181445465 0.032591951641685601 -0.0040435389655735249 0.012514091660894934 leaf_weight=5.3216536713880513 1.8264863736185351 103.61486054577836 22.418886777209991 leaf_count=78 62 2460 273 internal_value=0 -0.00340314 0.00888535 internal_weight=0 105.441 27.7405 internal_count=2873 2522 351 is_linear=0 shrinkage=0.0224292 Tree=6779 num_leaves=4 num_cat=0 split_feature=13 132 13 split_gain=6.31669 4.76037 3.01173 threshold=-0.09547499999999999 0.086775000000000005 -0.11677999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042999205332746636 -0.0046693471321899559 0.013597839156552206 0.021133151666721979 leaf_weight=20.431984567127078 97.676209646928328 7.7273511989187673 7.2301377086696439 leaf_count=262 2322 200 89 internal_value=0 -0.00332792 0.00871122 internal_weight=0 105.404 27.6621 internal_count=2873 2522 351 is_linear=0 shrinkage=0.0224292 Tree=6780 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=3.44246 2.96248 threshold=0.28833000000000003 -0.095559999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019158838636518766 0.021071314778283595 0.00068001919944988534 leaf_weight=3.8807039492530739 4.0392421707656458 130.43708787552532 leaf_count=45 114 2723 internal_value=0 0.000104194 internal_weight=0 134.318 internal_count=2882 2768 is_linear=0 shrinkage=0.0224292 Tree=6781 num_leaves=3 num_cat=0 split_feature=3 124 split_gain=3.55753 3.06139 threshold=0.28833000000000003 -0.085379999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031448143811593782 0.00041289249801878457 -1.5288538843925009e-05 leaf_weight=5.6631433634320265 4.1093065301538436 130.2948906973561 leaf_count=110 114 2658 internal_value=0 -1.5102e-06 internal_weight=0 135.958 internal_count=2882 2768 is_linear=0 shrinkage=0.000439788 Tree=6782 num_leaves=3 num_cat=0 split_feature=3 124 split_gain=3.35571 2.88303 threshold=0.28833000000000003 -0.085379999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015923215018319122 0.020976539036019495 -0.0005836707721485801 leaf_weight=5.5331875960109747 3.9686599110718808 128.81983222435156 leaf_count=110 114 2658 internal_value=0 9.83135e-05 internal_weight=0 134.353 internal_count=2882 2768 is_linear=0 shrinkage=0.0224292 Tree=6783 num_leaves=3 num_cat=0 split_feature=3 124 split_gain=3.50554 3.09055 threshold=0.28833000000000003 -0.085379999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031866839441655224 0.00041474226488320777 -9.5080542709027042e-06 leaf_weight=5.7753790538990861 4.1276651722582747 131.64062433061554 leaf_count=110 114 2658 internal_value=0 4.32703e-06 internal_weight=0 137.416 internal_count=2882 2768 is_linear=0 shrinkage=0.000439788 Tree=6784 num_leaves=4 num_cat=0 split_feature=11 43 16 split_gain=3.4342 3.11629 2.46058 threshold=0.08184000000000001 -0.062804999999999986 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005866974863996296 -0.00026258163597581862 -0.0012095115645613531 -0.02351448808951833 leaf_weight=53.404623123244164 4.3594319432741031 75.605855923029594 4.8039568907697667 leaf_count=1236 41 1406 125 internal_value=0 0.00172027 -0.0124761 internal_weight=0 129.01 9.16339 internal_count=2808 2642 166 is_linear=0 shrinkage=0.0224292 Tree=6785 num_leaves=4 num_cat=0 split_feature=150 151 52 split_gain=3.30324 4.76173 4.00701 threshold=0.084800000000000014 0.13982000000000003 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2323852887589711e-05 4.3496522374932391e-05 0.00046517719453043993 0.00042103407944289235 leaf_weight=110.66667716911797 17.761083991921627 3.831415817141532 7.8206102944386648 leaf_count=2479 208 23 98 internal_value=0 -1.56013e-05 0.000159142 internal_weight=0 114.498 25.5817 internal_count=2808 2502 306 is_linear=0 shrinkage=0.000439788 Tree=6786 num_leaves=4 num_cat=0 split_feature=11 43 16 split_gain=3.2988 2.97928 2.39696 threshold=0.08184000000000001 -0.062804999999999986 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0057360170297829846 -0.00025250637748277171 -0.0011820170506020244 -0.023263667938060693 leaf_weight=53.425587525389346 4.3611624778714031 75.624554107464064 4.7476749924098822 leaf_count=1236 41 1406 125 internal_value=0 0.00168241 -0.0122699 internal_weight=0 129.05 9.10884 internal_count=2808 2642 166 is_linear=0 shrinkage=0.0224292 Tree=6787 num_leaves=4 num_cat=0 split_feature=11 42 16 split_gain=3.16953 3.10841 2.33379 threshold=0.08184000000000001 0.083745000000000014 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00096762310647682847 -0.00024683776897623232 0.0062820202779206077 -0.023016097706144486 leaf_weight=82.564686681151215 4.3616903020301834 46.492776918665186 4.6919498424831527 leaf_count=1384 41 1258 125 internal_value=0 0.00164459 -0.0120704 internal_weight=0 129.057 9.05364 internal_count=2808 2642 166 is_linear=0 shrinkage=0.0224292 Tree=6788 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=5.8363 3.18478 threshold=0.27139000000000008 -0.047784999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0050438955037417329 -0.029030853540700473 -0.0019254909901347636 leaf_weight=54.198166736241546 3.3599591425299868 84.211556562255282 leaf_count=862 56 1960 internal_value=0 0.000803885 internal_weight=0 138.41 internal_count=2878 2822 is_linear=0 shrinkage=0.0224292 Tree=6789 num_leaves=3 num_cat=0 split_feature=13 457 split_gain=5.43154 3.23649 threshold=0.27139000000000008 0.083925000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.3286837198821719e-05 -0.00055384535585155208 0.00017634466336443114 leaf_weight=120.0303988227206 3.3137541225660234 20.341025066692964 leaf_count=2601 56 221 internal_value=0 1.42126e-05 internal_weight=0 140.371 internal_count=2878 2822 is_linear=0 shrinkage=0.000439788 Tree=6790 num_leaves=3 num_cat=0 split_feature=13 457 split_gain=5.52322 3.20008 threshold=0.26891500000000007 0.083925000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.1354558587733997e-05 -0.00054822954232559297 0.00017716057570861971 leaf_weight=119.8390609359667 3.4182589694319168 20.358351619419409 leaf_count=2595 63 220 internal_value=0 1.60405e-05 internal_weight=0 140.197 internal_count=2878 2815 is_linear=0 shrinkage=0.000439788 Tree=6791 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=5.62993 3.05903 threshold=0.26891500000000007 -0.047784999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0049533288498568992 -0.028306494144707272 -0.0018793436995787425 leaf_weight=54.130581311299466 3.4082243359080158 84.232791142112546 leaf_count=858 63 1957 internal_value=0 0.000794052 internal_weight=0 138.363 internal_count=2878 2815 is_linear=0 shrinkage=0.0224292 Tree=6792 num_leaves=3 num_cat=0 split_feature=38 12 split_gain=3.27428 3.32513 threshold=1.0000000180025095e-35 -0.078354999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014590757899630463 -0.016631405417480438 0.00095817375940817338 leaf_weight=9.6650685375352605 4.9401318367454214 127.60854938209195 leaf_count=244 69 2524 internal_value=0 0.0019199 internal_weight=0 137.274 internal_count=2837 2768 is_linear=0 shrinkage=0.0224292 Tree=6793 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.09449 4.4322 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031946142363755163 -0.00031592793988729996 1.4487586158782662e-05 leaf_weight=9.9054324545431864 4.9804599001654415 129.29086400155029 leaf_count=197 69 2571 internal_value=0 3.62309e-05 internal_weight=0 139.196 internal_count=2837 2768 is_linear=0 shrinkage=0.000439788 Tree=6794 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=2.97294 4.40838 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00031933255999884311 -0.00030857891989675648 1.4373255270559276e-05 leaf_weight=9.8489134108531271 4.9984674011066081 129.30937658749826 leaf_count=197 69 2571 internal_value=0 3.59976e-05 internal_weight=0 139.158 internal_count=2837 2768 is_linear=0 shrinkage=0.000439788 Tree=6795 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=3.12119 4.21208 threshold=1.0000000180025095e-35 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016126489483201042 -0.01623519115596404 0.00079197271208440744 leaf_weight=9.6771604438545165 4.9413448280538423 127.59093899424442 leaf_count=197 69 2571 internal_value=0 0.00187512 internal_weight=0 137.268 internal_count=2837 2768 is_linear=0 shrinkage=0.0224292 Tree=6796 num_leaves=4 num_cat=0 split_feature=403 403 15 split_gain=4.97977 3.75474 0.186865 threshold=0.09389500000000002 0.086810000000000012 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5668499194352765e-07 -0.00031622695171151257 0.00039350369611703377 -0.0005173788828810096 leaf_weight=124.51256106596338 1.437093063323118 4.8324709655717006 3.0781563166092374 leaf_count=2567 84 30 139 internal_value=0 1.39329e-05 -0.000454958 internal_weight=0 129.345 4.51525 internal_count=2820 2597 223 is_linear=0 shrinkage=0.000439788 Tree=6797 num_leaves=4 num_cat=0 split_feature=403 403 403 split_gain=4.94451 3.80616 0.151908 threshold=0.09389500000000002 0.086810000000000012 0.10496000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6793009684231155e-05 -0.029346568995706045 0.020262627314855796 -0.020055883979866719 leaf_weight=123.35517562615496 1.4984992740355654 4.7947377065429455 2.9550684779387666 leaf_count=2567 51 30 172 internal_value=0 0.000696738 -0.0232939 internal_weight=0 128.15 4.45357 internal_count=2820 2597 223 is_linear=0 shrinkage=0.0224292 Tree=6798 num_leaves=4 num_cat=0 split_feature=403 403 403 split_gain=4.79983 3.62731 0.146817 threshold=0.09389500000000002 0.086810000000000012 0.10496000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5294997791701139e-05 -0.029131073401665139 0.019754065519473066 -0.019917342221173407 leaf_weight=123.3552297444312 1.4761203526868474 4.8082021207083008 2.9095312785939313 leaf_count=2567 51 30 172 internal_value=0 0.000681083 -0.0231313 internal_weight=0 128.163 4.38565 internal_count=2820 2597 223 is_linear=0 shrinkage=0.0224292 Tree=6799 num_leaves=4 num_cat=0 split_feature=403 4 12 split_gain=4.72597 3.48099 0.145507 threshold=0.09389500000000002 0.0063000000000000009 0.089735000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7197350034275933e-05 -0.00034979889024508605 9.9652444546641605e-05 -0.00052076226037823289 leaf_weight=77.829144117404212 1.8972783124045225 52.10674536490842 2.5312780556414509 leaf_count=1863 100 734 123 internal_value=0 1.16982e-05 -0.000449334 internal_weight=0 129.936 4.42856 internal_count=2820 2597 223 is_linear=0 shrinkage=0.000439788 Tree=6800 num_leaves=3 num_cat=0 split_feature=376 130 split_gain=3.10467 5.04934 threshold=0.087570000000000009 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00080889543442058925 0.019852304572027406 -0.02199316309276517 leaf_weight=131.32806878819974 4.0459184138162518 5.0552153823882682 leaf_count=2406 66 366 internal_value=0 -3.92509e-05 internal_weight=0 136.383 internal_count=2838 2772 is_linear=0 shrinkage=0.0224292 Tree=6801 num_leaves=3 num_cat=0 split_feature=393 376 split_gain=3.77176 2.81356 threshold=0.086525000000000005 0.087570000000000009 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00057693251652171217 -0.021524994467143021 0.019619082961112949 leaf_weight=132.52940291752384 3.7780332259135312 4.0029047145799259 leaf_count=2656 116 66 internal_value=0 0.00113788 internal_weight=0 136.532 internal_count=2838 2722 is_linear=0 shrinkage=0.0224292 Tree=6802 num_leaves=3 num_cat=0 split_feature=393 1447 split_gain=3.62508 2.79168 threshold=0.086525000000000005 -0.086059999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020852837836333182 -0.0211672628540845 0.00059156687096096955 leaf_weight=3.4923362812332917 3.7562846589134997 132.99893536455966 leaf_count=94 116 2628 internal_value=0 0.00111283 internal_weight=0 136.491 internal_count=2838 2722 is_linear=0 shrinkage=0.0224292 Tree=6803 num_leaves=4 num_cat=0 split_feature=128 1447 16 split_gain=3.59308 2.72334 0.263054 threshold=0.086435000000000012 -0.086059999999999984 -0.0038499999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00040399416322734274 -0.00050683260264693965 1.1920391087478114e-05 -0.00026326277778300337 leaf_weight=3.4972201828204552 2.2767708288392901 134.25730893440414 1.4939200508815691 leaf_count=91 146 2546 55 internal_value=0 2.19287e-05 -0.000412144 internal_weight=0 137.755 3.77069 internal_count=2838 2637 201 is_linear=0 shrinkage=0.000439788 Tree=6804 num_leaves=4 num_cat=0 split_feature=155 16 51 split_gain=3.65574 4.32924 0.585692 threshold=0.083985000000000018 0.31481000000000009 -0.21463999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3438244660982949e-05 -0.00014656795747223098 0.00029288516646095288 -0.00048071865528308017 leaf_weight=128.69556567041218 1.6276915060880126 12.650032739053129 2.7771925704728337 leaf_count=2479 44 170 150 internal_value=0 4.75893e-05 -0.000358409 internal_weight=0 141.346 4.40488 internal_count=2843 2649 194 is_linear=0 shrinkage=0.000439788 Tree=6805 num_leaves=4 num_cat=0 split_feature=155 16 51 split_gain=3.48878 4.03752 0.582793 threshold=0.083985000000000018 0.31481000000000009 -0.21463999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2781110185774239e-05 -0.00014378832467738537 0.00028331010523220825 -0.00048029922893694867 leaf_weight=127.99138362090162 1.6101477076445005 12.622869429585988 2.6844942014431572 leaf_count=2479 44 170 150 internal_value=0 4.6204e-05 -0.000355329 internal_weight=0 140.614 4.29464 internal_count=2843 2649 194 is_linear=0 shrinkage=0.000439788 Tree=6806 num_leaves=4 num_cat=0 split_feature=155 16 51 split_gain=3.55092 4.13281 0.551249 threshold=0.083985000000000018 0.31481000000000009 -0.21463999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012072057059570932 -0.0077533174580325511 0.014705523241350127 -0.024528313095290678 leaf_weight=126.17544616737723 1.594847150838177 12.5267442058539 2.6667523520009118 leaf_count=2479 44 170 150 internal_value=0 0.00242815 -0.0183131 internal_weight=0 138.702 4.2616 internal_count=2843 2649 194 is_linear=0 shrinkage=0.0224292 Tree=6807 num_leaves=4 num_cat=0 split_feature=0 4 13 split_gain=2.57915 8.40418 2.71637 threshold=-0.017269999999999997 -0.22295999999999996 0.11441500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.033234960050641263 0.0033797979202244296 0.0015359049580368777 0.020452144484842637 leaf_weight=3.5846609155414617 14.355196609205452 118.00543108332931 6.9504104826482935 leaf_count=33 273 2483 54 internal_value=0 0.00050575 0.00896254 internal_weight=0 121.59 21.3056 internal_count=2843 2516 327 is_linear=0 shrinkage=0.0224292 Tree=6808 num_leaves=4 num_cat=0 split_feature=1429 4 0 split_gain=3.97517 4.7421 3.82747 threshold=0.084690000000000015 0.0021450000000000006 -0.093419999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.8953386521207092e-05 0.00051147534534084908 9.7697407669018372e-05 -2.1785419337078471e-05 leaf_weight=76.012488300344558 6.0521623808308505 58.366118000845745 4.5548178015014837 leaf_count=1816 33 852 150 internal_value=0 3.43345e-06 0.000282856 internal_weight=0 134.379 10.607 internal_count=2851 2668 183 is_linear=0 shrinkage=0.000439788 Tree=6809 num_leaves=4 num_cat=0 split_feature=1429 4 1429 split_gain=4.03639 4.63801 3.63813 threshold=0.084690000000000015 0.0021450000000000006 0.086295000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0035124980157494505 0.028000597606511822 0.0049263838291164147 0.0016659070829063787 leaf_weight=75.407513947920961 5.1510942049935675 57.905276533056167 5.3959304932432133 leaf_count=1816 39 852 144 internal_value=0 0.000153166 0.0145549 internal_weight=0 133.313 10.547 internal_count=2851 2668 183 is_linear=0 shrinkage=0.0224292 Tree=6810 num_leaves=4 num_cat=0 split_feature=1429 4 0 split_gain=3.73794 4.84138 3.70506 threshold=0.084690000000000015 0.0021450000000000006 -0.093419999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7142763146959541e-05 0.00050110676133978394 9.9650949263041107e-05 -2.0140779698557549e-05 leaf_weight=77.39201904283982 6.0571984153939411 59.533235037917621 4.657936344658081 leaf_count=1816 33 852 150 internal_value=0 5.38065e-06 0.000274884 internal_weight=0 136.925 10.7151 internal_count=2851 2668 183 is_linear=0 shrinkage=0.000439788 Tree=6811 num_leaves=4 num_cat=0 split_feature=1429 4 0 split_gain=3.87721 4.67635 3.59277 threshold=0.084690000000000015 0.0021450000000000006 -0.097214999999999982 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6740327013605269e-05 0.00050868061068576201 9.8276969340398428e-05 -5.2100726664851102e-06 leaf_weight=76.408367647556588 5.9066082290955819 58.726854887958325 4.7323892396525462 leaf_count=1816 32 852 151 internal_value=0 4.97638e-06 0.000280494 internal_weight=0 135.135 10.639 internal_count=2851 2668 183 is_linear=0 shrinkage=0.000439788 Tree=6812 num_leaves=4 num_cat=0 split_feature=403 15 52 split_gain=3.57817 4.69764 4.36673 threshold=0.092300000000000007 0.088235000000000022 -0.049384999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7223594434318652e-05 -8.7848456962443257e-05 0.00055964356698796165 -9.5790930516663128e-05 leaf_weight=52.29784145103622 4.036482517323746 4.6494012718903832 80.961624593501256 leaf_count=841 141 88 1760 internal_value=0 0.00025921 -3.18152e-05 internal_weight=0 8.68588 133.259 internal_count=2830 229 2601 is_linear=0 shrinkage=0.000439788 Tree=6813 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=4.42332 6.14162 6.00241 threshold=1.0000000180025095e-35 -0.22295999999999996 -0.32783999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015330506238774494 -0.017953910491220089 0.0039171968887504243 -0.0088891346159112039 leaf_weight=5.8023800974115138 6.9868666834663591 82.754965134416125 44.552700374606502 leaf_count=160 152 1225 1293 internal_value=0 0.00221096 -0.00609357 internal_weight=0 89.7418 50.3551 internal_count=2830 1377 1453 is_linear=0 shrinkage=0.0224292 Tree=6814 num_leaves=4 num_cat=0 split_feature=1 4 151 split_gain=4.77334 5.85335 5.528 threshold=1.0000000180025095e-35 -0.22295999999999996 0.15288500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015613219307055714 -0.00033813349888695563 7.7400567850386217e-05 0.00048996525112213608 leaf_weight=48.735294457655982 7.0890859457431352 84.514456907505519 2.6849818711634716 leaf_count=1439 152 1225 14 internal_value=0 4.51791e-05 -0.000122226 internal_weight=0 91.6035 51.4203 internal_count=2830 1377 1453 is_linear=0 shrinkage=0.000439788 Tree=6815 num_leaves=4 num_cat=0 split_feature=1 4 52 split_gain=4.43017 5.74965 5.54839 threshold=1.0000000180025095e-35 -0.22295999999999996 -0.32783999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002819431909630403 -0.00033916156691606622 7.37746931028588e-05 -0.00017314012795546514 leaf_weight=5.8405754615887409 7.0536491234088308 83.725316223048139 44.867202224304492 leaf_count=160 152 1225 1293 internal_value=0 4.16244e-05 -0.000120637 internal_weight=0 90.779 50.7078 internal_count=2830 1377 1453 is_linear=0 shrinkage=0.000439788 Tree=6816 num_leaves=3 num_cat=0 split_feature=33 1374 split_gain=3.7436 2.82696 threshold=-1.0000000180025095e-35 0.09309000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004165402653370559 2.9447984986161883e-05 -0.00035935599181673969 leaf_weight=3.8913785744225597 141.54542977597885 3.6927721253596237 leaf_count=46 2777 60 internal_value=0 1.95165e-05 internal_weight=0 145.238 internal_count=2883 2837 is_linear=0 shrinkage=0.000439788 Tree=6817 num_leaves=3 num_cat=0 split_feature=33 150 split_gain=3.86243 2.74085 threshold=-1.0000000180025095e-35 -0.20684999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021640881520506968 0.017131355340031931 0.00046567697977222211 leaf_weight=3.8514041960006571 5.1309853848069897 137.73789164592199 leaf_count=46 32 2805 internal_value=0 0.00106642 internal_weight=0 142.869 internal_count=2883 2837 is_linear=0 shrinkage=0.0224292 Tree=6818 num_leaves=3 num_cat=0 split_feature=33 1 split_gain=3.73025 2.72689 threshold=-1.0000000180025095e-35 0.12700000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041602532872289714 1.0545722012434797e-06 0.00020925744829372256 leaf_weight=3.8705197048839173 130.73090067406883 13.396437802264698 leaf_count=46 2589 248 internal_value=0 2.04319e-05 internal_weight=0 144.127 internal_count=2883 2837 is_linear=0 shrinkage=0.000439788 Tree=6819 num_leaves=3 num_cat=0 split_feature=33 1 split_gain=3.64634 2.72989 threshold=-1.0000000180025095e-35 0.12700000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041129935345857719 2.5134355243241375e-07 0.00020850663909621552 leaf_weight=3.8824974454473695 131.37166890119624 13.398542757466201 leaf_count=46 2589 248 internal_value=0 1.95504e-05 internal_weight=0 144.77 internal_count=2883 2837 is_linear=0 shrinkage=0.000439788 Tree=6820 num_leaves=3 num_cat=0 split_feature=33 13 split_gain=3.04953 3.09926 threshold=-0.007134999999999999 -0.032264999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017814528099036386 -0.0014736069384161941 0.0051623076019243876 leaf_weight=3.8036690976005039 59.454141230442474 87.49379254876294 leaf_count=46 1560 1279 internal_value=0 0.00247762 internal_weight=0 146.948 internal_count=2885 2839 is_linear=0 shrinkage=0.0224292 Tree=6821 num_leaves=3 num_cat=0 split_feature=33 448 split_gain=2.89435 3.01745 threshold=-0.007134999999999999 -0.083779999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034030969557510414 -0.00035812170119793536 5.6314603363891256e-05 leaf_weight=3.8175991162424898 3.4607535396935409 144.73501927872348 leaf_count=46 52 2787 internal_value=0 4.65916e-05 internal_weight=0 148.196 internal_count=2885 2839 is_linear=0 shrinkage=0.000439788 Tree=6822 num_leaves=3 num_cat=0 split_feature=33 448 split_gain=2.91865 3.0948 threshold=-0.007134999999999999 -0.083779999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017457370088197997 -0.018550280696415799 0.0029257911399404764 leaf_weight=3.7932933449046677 3.4380716506857416 143.48706597388082 leaf_count=46 52 2787 internal_value=0 0.0024209 internal_weight=0 146.925 internal_count=2885 2839 is_linear=0 shrinkage=0.0224292 Tree=6823 num_leaves=3 num_cat=0 split_feature=33 13 split_gain=2.79581 2.97125 threshold=-0.007134999999999999 -0.032264999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017114440571704585 -0.0015008382039378954 0.0049966904606316117 leaf_weight=3.7830162807367733 59.472587762498733 87.446494719441034 leaf_count=46 1560 1279 internal_value=0 0.00236665 internal_weight=0 146.919 internal_count=2885 2839 is_linear=0 shrinkage=0.0224292 Tree=6824 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=4.18952 5.80139 3.78831 threshold=0.0063000000000000009 -0.081029999999999977 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037494882501119527 0.00012033780849286403 -9.7754553438464964e-05 -0.00024682323049743263 leaf_weight=5.3584560060407957 56.389105583122728 75.932664302559715 5.9969709449069333 leaf_count=59 776 1936 58 internal_value=0 -6.65147e-05 8.49791e-05 internal_weight=0 81.2911 62.3861 internal_count=2829 1995 834 is_linear=0 shrinkage=0.000439788 Tree=6825 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=3.16382 3.14252 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020831138759479693 -0.019219591016613673 -6.1455229436615283e-05 leaf_weight=3.7036519595421842 4.1974386752117416 133.52297184815143 leaf_count=17 68 2744 internal_value=0 0.000505241 internal_weight=0 137.227 internal_count=2829 2761 is_linear=0 shrinkage=0.0224292 Tree=6826 num_leaves=4 num_cat=0 split_feature=4 454 48 split_gain=3.9207 5.6393 3.89313 threshold=0.0063000000000000009 1.0000000180025095e-35 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0047608817833022128 0.006022127257690634 0.021835845107334575 -0.013104736065974319 leaf_weight=75.755867891513844 55.525803472351981 4.215854864800348 5.9065616260922971 leaf_count=1968 776 27 58 internal_value=0 -0.00335391 0.00417963 internal_weight=0 79.9717 61.4324 internal_count=2829 1995 834 is_linear=0 shrinkage=0.0224292 Tree=6827 num_leaves=3 num_cat=0 split_feature=1374 16 split_gain=3.04978 2.86579 threshold=0.087785000000000016 -0.11247499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001082110854412108 -0.00036714398142811597 -3.0029395674925048e-05 leaf_weight=41.232501425518421 4.2319756510551079 97.674309455451294 leaf_count=565 68 2196 internal_value=0 1.10145e-05 internal_weight=0 138.907 internal_count=2829 2761 is_linear=0 shrinkage=0.000439788 Tree=6828 num_leaves=4 num_cat=0 split_feature=4 43 16 split_gain=3.99034 5.06726 0.803555 threshold=-0.4945199999999999 -0.34140499999999996 0.25032500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.028293299677244539 -0.023096270726231955 0.0004039860331593996 -0.011298996495354336 leaf_weight=2.7528417727444312 4.7680820773457517 128.99712979535252 2.9138171277008951 leaf_count=54 123 2613 83 internal_value=0 -0.00043686 -0.019622 internal_weight=0 133.765 5.66666 internal_count=2873 2736 137 is_linear=0 shrinkage=0.0224292 Tree=6829 num_leaves=4 num_cat=0 split_feature=16 43 4 split_gain=3.8717 6.34906 4.62351 threshold=0.10489000000000002 0.14303000000000002 -0.076329999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0080153168306295024 -0.013805491039774659 0.018010881533294033 -0.0021695336043446494 leaf_weight=30.628807889956079 21.51259242165543 3.6801057416305403 83.532631555766784 leaf_count=801 463 26 1583 internal_value=0 -0.00914769 0.000563882 internal_weight=0 25.1927 114.161 internal_count=2873 489 2384 is_linear=0 shrinkage=0.0224292 Tree=6830 num_leaves=4 num_cat=0 split_feature=4 43 16 split_gain=3.72455 4.77346 0.738508 threshold=-0.4945199999999999 -0.34140499999999996 0.25032500000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00053528517827303287 -0.00044019216609952411 6.5838484117966962e-06 -0.00021648911144775147 leaf_weight=2.7498768293298772 4.7758157622811259 130.76015131154418 2.9438149312045425 leaf_count=54 123 2613 83 internal_value=0 -9.21876e-06 -0.000371732 internal_weight=0 135.536 5.69369 internal_count=2873 2736 137 is_linear=0 shrinkage=0.000439788 Tree=6831 num_leaves=4 num_cat=0 split_feature=4 43 1 split_gain=3.45727 4.81357 2.59774 threshold=-0.4945199999999999 -0.34140499999999996 0.078015000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069184349768590511 -0.000441345005828001 5.3905597295721814e-06 -9.4025607373444855e-05 leaf_weight=2.5158555277157566 4.8177030437072963 131.34735312643534 3.172275745193474 leaf_count=29 123 2613 108 internal_value=0 -1.04752e-05 -0.00035987 internal_weight=0 136.165 5.68813 internal_count=2873 2736 137 is_linear=0 shrinkage=0.000439788 Tree=6832 num_leaves=3 num_cat=0 split_feature=454 403 split_gain=2.96244 3.10738 threshold=-1.0000000180025095e-35 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019219472020984986 -0.015873974231706313 0.0014206489456903618 leaf_weight=3.8328727410407728 5.4256186935890574 130.32711903711788 leaf_count=63 361 2380 internal_value=0 0.000727301 internal_weight=0 135.753 internal_count=2804 2741 is_linear=0 shrinkage=0.0224292 Tree=6833 num_leaves=3 num_cat=0 split_feature=454 403 split_gain=2.84421 2.99481 threshold=-1.0000000180025095e-35 -0.088654999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018876632588020532 -0.015665439442187297 0.001388788609571675 leaf_weight=3.8155018121469757 5.375358021228748 130.32720726523439 leaf_count=63 361 2380 internal_value=0 0.000711139 internal_weight=0 135.703 internal_count=2804 2741 is_linear=0 shrinkage=0.0224292 Tree=6834 num_leaves=3 num_cat=0 split_feature=454 12 split_gain=2.73031 2.73533 threshold=-1.0000000180025095e-35 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018537239886890173 0.0023953430535767393 -0.0052697363997476956 leaf_weight=3.7987545880023381 105.57661580131753 30.07736790956551 leaf_count=63 1900 841 internal_value=0 0.00069533 internal_weight=0 135.654 internal_count=2804 2741 is_linear=0 shrinkage=0.0224292 Tree=6835 num_leaves=3 num_cat=0 split_feature=454 1 split_gain=2.55737 2.76082 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035027584958676101 -6.9289575675458834e-05 6.0747487606182115e-05 leaf_weight=3.8110837867716318 49.245100701264164 87.945342154656828 leaf_count=63 1377 1364 internal_value=0 1.4067e-05 internal_weight=0 137.19 internal_count=2804 2741 is_linear=0 shrinkage=0.000439788 Tree=6836 num_leaves=4 num_cat=0 split_feature=1213 403 16 split_gain=3.87355 4.33335 0.00550308 threshold=-0.081269999999999995 0.092300000000000007 -0.079519999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044344548699149053 -3.3504573621768711e-06 0.00033330440319144088 -0.00052940281872251068 leaf_weight=1.5259070874599276 131.84695520366586 7.815375351914553 1.4658172972376622 leaf_count=175 2448 124 119 internal_value=0 1.55314e-05 -0.000488651 internal_weight=0 139.662 2.99172 internal_count=2866 2572 294 is_linear=0 shrinkage=0.000439788 Tree=6837 num_leaves=3 num_cat=0 split_feature=1213 403 split_gain=3.74538 4.61514 threshold=-0.081269999999999995 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024926975185910596 -0.00014028435529035694 0.017713555113779537 leaf_weight=2.8728185553118228 129.16146854687395 7.6998392314962976 leaf_count=294 2448 124 internal_value=0 0.000866506 internal_weight=0 136.861 internal_count=2866 2572 is_linear=0 shrinkage=0.0224292 Tree=6838 num_leaves=4 num_cat=0 split_feature=1213 403 16 split_gain=3.75141 4.33068 0.00318654 threshold=-0.081269999999999995 0.092300000000000007 -0.079629999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044296058430632132 -2.6697366382594887e-06 0.00033467093397914188 -0.00052654602216466336 leaf_weight=1.4577237249613975 130.70669009287303 7.7805999940537722 1.4397940386625112 leaf_count=173 2448 124 121 internal_value=0 1.63265e-05 -0.00048767 internal_weight=0 138.487 2.89752 internal_count=2866 2572 294 is_linear=0 shrinkage=0.000439788 Tree=6839 num_leaves=4 num_cat=0 split_feature=1213 403 12 split_gain=3.25478 4.40374 0.0161148 threshold=-0.080974999999999978 0.092300000000000007 0.089465000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020365380230986281 -0.00015689073942249917 0.017261638864656741 -0.025289533210999877 leaf_weight=1.501259482942259 129.06115136329936 7.7205090265852041 1.4440207898587685 leaf_count=185 2444 124 113 internal_value=0 0.000828553 -0.0229269 internal_weight=0 136.782 2.94528 internal_count=2866 2568 298 is_linear=0 shrinkage=0.0224292 Tree=6840 num_leaves=4 num_cat=0 split_feature=12 12 49 split_gain=3.04773 4.03979 1.40031 threshold=0.11622 0.097325000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8715312601357224e-05 -0.0025181140196023897 0.011772180445863947 -0.024373654691981564 leaf_weight=117.70341310322328 2.6302852592198178 16.925345116382232 3.3521614624587519 leaf_count=2349 29 351 124 internal_value=0 0.00153278 -0.0148031 internal_weight=0 134.629 5.98245 internal_count=2853 2700 153 is_linear=0 shrinkage=0.0224292 Tree=6841 num_leaves=4 num_cat=0 split_feature=12 12 49 split_gain=2.92592 3.86198 1.36233 threshold=0.11622 0.097325000000000009 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7398656723212014e-05 -0.002459953967857224 0.011511496533317418 -0.024055901442777129 leaf_weight=117.70357289082131 2.6325081931427121 16.920893387701653 3.320869826431589 leaf_count=2349 29 351 124 internal_value=0 0.00149849 -0.0145448 internal_weight=0 134.624 5.95338 internal_count=2853 2700 153 is_linear=0 shrinkage=0.0224292 Tree=6842 num_leaves=4 num_cat=0 split_feature=15 15 4 split_gain=2.7511 7.33551 6.46676 threshold=-0.0058149999999999999 -0.031674999999999995 -0.084284999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006649496608126448 -0.004951591830125791 -0.019779687160716476 0.0092500588193080574 leaf_weight=61.124537965413765 25.610315812278714 10.299942509373066 43.511264828939602 leaf_count=1260 533 233 827 internal_value=0 -0.00228782 0.00398827 internal_weight=0 71.4245 69.1216 internal_count=2853 1493 1360 is_linear=0 shrinkage=0.0224292 Tree=6843 num_leaves=4 num_cat=0 split_feature=12 12 1 split_gain=2.78047 3.62938 1.41706 threshold=0.11622 0.097325000000000009 0.11392000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0977122798177606e-07 -0.00047972424004127842 0.00021661856103844977 -5.1262728689993747e-05 leaf_weight=119.02733055270437 3.1660183374369799 17.071522593432746 2.8197878239443526 leaf_count=2349 102 351 51 internal_value=0 2.71021e-05 -0.00027869 internal_weight=0 136.099 5.98581 internal_count=2853 2700 153 is_linear=0 shrinkage=0.000439788 Tree=6844 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=3.06145 5.18539 2.53941 threshold=1.0000000180025095e-35 -0.085929999999999992 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002044902024484809 -0.00011280604675225925 -6.1474090909918117e-05 0.00035431219987618908 leaf_weight=16.261322753984132 3.1815913257887569 109.79734057095629 7.6136185578070581 leaf_count=394 96 2134 144 internal_value=0 -2.71394e-05 0.000216686 internal_weight=0 126.059 10.7952 internal_count=2768 2528 240 is_linear=0 shrinkage=0.000439788 Tree=6845 num_leaves=4 num_cat=0 split_feature=133 133 1447 split_gain=3.05917 4.14538 2.9864 threshold=-0.16272499999999998 -0.23178999999999997 -0.086059999999999984 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001917265076123939 0.019010513267704587 0.03855452525509425 -0.0017461464724992774 leaf_weight=4.7005054373730673 3.5683760189858722 2.3031563828699282 124.66733122594269 leaf_count=187 90 26 2465 internal_value=0 0.0140375 -0.00116581 internal_weight=0 7.00366 128.236 internal_count=2768 213 2555 is_linear=0 shrinkage=0.0224292 Tree=6846 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=2.87334 5.18965 2.56486 threshold=1.0000000180025095e-35 -0.085929999999999992 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020762441818773114 -0.00011805242119923726 -5.8836907779820081e-05 0.00035122516052101509 leaf_weight=16.206961626572593 3.1926635089621396 109.79513983111246 7.5680704836267978 leaf_count=394 96 2134 144 internal_value=0 -2.45372e-05 0.00021203 internal_weight=0 126.002 10.7607 internal_count=2768 2528 240 is_linear=0 shrinkage=0.000439788 Tree=6847 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=2.9876 5.25088 2.55396 threshold=1.0000000180025095e-35 -0.085929999999999992 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020805499770152849 -0.00011237248365616884 -5.9230205611452994e-05 0.00035404022492524132 leaf_weight=16.299208962598641 3.2200862102617958 110.32266777312907 7.6213120467728004 leaf_count=394 96 2134 144 internal_value=0 -2.47981e-05 0.000215553 internal_weight=0 126.622 10.8414 internal_count=2768 2528 240 is_linear=0 shrinkage=0.000439788 Tree=6848 num_leaves=4 num_cat=0 split_feature=480 42 52 split_gain=3.54117 2.62437 0.440109 threshold=0.086640000000000009 -1.0000000180025095e-35 0.017060000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012339960641070852 -0.00054735281424181956 3.9667851064224294e-05 -0.00023325376925794418 leaf_weight=22.742776818151469 2.1956816540114228 118.27806981130925 1.4888951236644059 leaf_count=776 104 1913 92 internal_value=0 1.33564e-05 -0.000422286 internal_weight=0 141.021 3.68458 internal_count=2885 2689 196 is_linear=0 shrinkage=0.000439788 Tree=6849 num_leaves=4 num_cat=0 split_feature=480 159 52 split_gain=3.46724 2.5453 0.436256 threshold=0.086640000000000009 -0.027939999999999996 0.013340000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013351228375479076 -0.027922275817079355 0.00010892113115236979 -0.01177220042660258 leaf_weight=7.71380170395605 2.1237762772580022 131.03702925100879 1.4595187655068 leaf_count=237 101 2452 95 internal_value=0 0.000846858 -0.0214414 internal_weight=0 138.751 3.5833 internal_count=2885 2689 196 is_linear=0 shrinkage=0.0224292 Tree=6850 num_leaves=4 num_cat=0 split_feature=480 159 1456 split_gain=3.15939 2.3862 0.388743 threshold=0.08598500000000002 -0.027939999999999996 0.075285000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012987073872337676 -0.013377119763464292 0.00010647840722548054 -0.028342506999296607 leaf_weight=7.6391881356994409 1.9592765047927962 131.03703992411101 1.6603256964008322 leaf_count=228 108 2452 97 internal_value=0 0.000817715 -0.0203545 internal_weight=0 138.676 3.6196 internal_count=2885 2680 205 is_linear=0 shrinkage=0.0224292 Tree=6851 num_leaves=4 num_cat=0 split_feature=480 403 1456 split_gain=3.05376 2.35223 0.38939 threshold=0.08598500000000002 -0.16567999999999997 0.075285000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02076823932960083 -0.013153324499978679 0.0011947715432443237 -0.028215488459242693 leaf_weight=2.4790718412550623 1.9483692298745148 136.20484941313771 1.6308115843567064 leaf_count=227 108 2453 97 internal_value=0 0.000799363 -0.0201295 internal_weight=0 138.684 3.57918 internal_count=2885 2680 205 is_linear=0 shrinkage=0.0224292 Tree=6852 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=3.64222 3.55164 threshold=0.064610000000000015 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003931388777857169 -0.00041337455474064626 4.0946777736722962e-05 leaf_weight=3.7277813847176722 3.6727896925003725 134.9338383051836 leaf_count=73 100 2698 internal_value=0 2.92243e-05 internal_weight=0 138.662 internal_count=2871 2771 is_linear=0 shrinkage=0.000439788 Tree=6853 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=3.68516 3.55238 threshold=0.064610000000000015 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020073159265338838 -0.021275749064715344 0.0021152409929857145 leaf_weight=3.711932568345218 3.6451519322872619 134.04020361054609 leaf_count=73 100 2698 internal_value=0 0.00151464 internal_weight=0 137.752 internal_count=2871 2771 is_linear=0 shrinkage=0.0224292 Tree=6854 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=3.54972 3.41142 threshold=0.064610000000000015 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019733443079484481 -0.020978620962780008 0.0020678632840363401 leaf_weight=3.6917055561207226 3.6144842483045059 134.0364382838834 leaf_count=73 100 2698 internal_value=0 0.00148084 internal_weight=0 137.728 internal_count=2871 2771 is_linear=0 shrinkage=0.0224292 Tree=6855 num_leaves=3 num_cat=0 split_feature=14 151 split_gain=3.41852 3.27565 threshold=0.064610000000000015 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019396563498314829 -0.020680597006474535 0.0020215435131907366 leaf_weight=3.6721383183030403 3.5849460382887619 134.03289555280389 leaf_count=73 100 2698 internal_value=0 0.00144778 internal_weight=0 137.705 internal_count=2871 2771 is_linear=0 shrinkage=0.0224292 Tree=6856 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=4.00952 5.32935 3.16387 threshold=-0.095244999999999982 -0.086944999999999981 0.084425000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022730248765843292 -0.00041454204890460763 -1.8039845012014908e-05 -0.00010177304819786249 leaf_weight=21.429433359124236 6.9588768931716904 108.58374830923276 7.6595375348115331 leaf_count=247 267 2244 99 internal_value=0 -4.19848e-05 0.000140642 internal_weight=0 115.543 29.089 internal_count=2857 2511 346 is_linear=0 shrinkage=0.000439788 Tree=6857 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=3.8005 5.23772 3.27238 threshold=-0.095244999999999982 -0.086944999999999981 0.084425000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011579358210499989 -0.021179007932910866 -0.00086747501553174021 -0.0056013698861910512 leaf_weight=21.135358730782176 6.7726846249570363 107.15652937856066 7.5606909876805721 leaf_count=247 267 2244 99 internal_value=0 -0.00207827 0.00705195 internal_weight=0 113.929 28.696 internal_count=2857 2511 346 is_linear=0 shrinkage=0.0224292 Tree=6858 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=3.8463 5.09665 3.0316 threshold=-0.095244999999999982 -0.086944999999999981 0.084425000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022240667943916766 -0.00040567126804089051 -1.7881569418454286e-05 -9.9456121857212842e-05 leaf_weight=21.43842342574499 6.9553588679991654 109.06288631692951 7.6752606087829909 leaf_count=247 267 2244 99 internal_value=0 -4.11927e-05 0.000137544 internal_weight=0 116.018 29.1137 internal_count=2857 2511 346 is_linear=0 shrinkage=0.000439788 Tree=6859 num_leaves=4 num_cat=0 split_feature=13 13 52 split_gain=3.64013 5.06709 3.1408 threshold=-0.095244999999999982 -0.086944999999999981 0.092770000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010914886498246026 -0.020923743548254232 -0.00084892172472066823 -0.0068427085635194614 leaf_weight=22.181440678934454 6.7030567042384055 107.18778678678791 6.4570274385041548 leaf_count=261 267 2244 85 internal_value=0 -0.00203374 0.00690924 internal_weight=0 113.891 28.6385 internal_count=2857 2511 346 is_linear=0 shrinkage=0.0224292 Tree=6860 num_leaves=4 num_cat=0 split_feature=403 123 1 split_gain=4.88458 4.35946 0.180635 threshold=0.09389500000000002 1.0000000180025095e-35 0.07585500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4835209478097654e-05 -0.00053920215877760664 0.00027169474814417525 -0.00034225969811248474 leaf_weight=126.39711792014714 2.8624406619346692 10.35720580536872 1.536093213711865 leaf_count=2387 143 247 78 internal_value=0 -2.34247e-06 -0.000472201 internal_weight=0 136.754 4.39853 internal_count=2855 2634 221 is_linear=0 shrinkage=0.000439788 Tree=6861 num_leaves=4 num_cat=0 split_feature=403 123 403 split_gain=4.79813 4.05945 0.11812 threshold=0.09389500000000002 1.0000000180025095e-35 0.10864000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012829887135380616 -0.028947995203068368 0.013524583033235376 -0.020738697603290081 leaf_weight=124.67578420116843 1.7772435114675307 10.046563756040994 2.4955918178893626 leaf_count=2387 63 247 158 internal_value=0 -0.000176993 -0.0242669 internal_weight=0 134.722 4.27284 internal_count=2855 2634 221 is_linear=0 shrinkage=0.0224292 Tree=6862 num_leaves=4 num_cat=0 split_feature=403 123 1 split_gain=4.71936 4.26908 0.176465 threshold=0.09389500000000002 1.0000000180025095e-35 0.07585500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7158592788020361e-05 -0.0005374791117131177 0.000267916511566667 -0.00034147422282779005 leaf_weight=126.46413787511847 2.8077463399749822 10.232800565427167 1.5232047864847116 leaf_count=2387 143 247 78 internal_value=0 -5.03566e-06 -0.000470345 internal_weight=0 136.697 4.33095 internal_count=2855 2634 221 is_linear=0 shrinkage=0.000439788 Tree=6863 num_leaves=4 num_cat=0 split_feature=403 123 1 split_gain=4.65154 4.02613 0.180725 threshold=0.09389500000000002 1.0000000180025095e-35 0.07585500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.4720339507542546e-05 -0.00053772136491630031 0.0002635405285291189 -0.00033758566808836138 leaf_weight=125.95478784004808 2.7623622963292283 10.105484455649274 1.4875667430897008 leaf_count=2387 143 247 78 internal_value=0 -3.27662e-06 -0.000469493 internal_weight=0 136.06 4.24993 internal_count=2855 2634 221 is_linear=0 shrinkage=0.000439788 Tree=6864 num_leaves=4 num_cat=0 split_feature=129 159 4 split_gain=4.67332 3.59499 1.41566 threshold=0.089775000000000008 0.091330000000000008 -0.081629999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.317927661347323e-05 -0.00079532356960418664 -0.00020651276261177389 -0.00024397035582293891 leaf_weight=127.05104442953962 1.475797924314975 11.201899609353857 2.3328157392097628 leaf_count=2357 59 309 101 internal_value=0 3.21122e-05 -0.000460515 internal_weight=0 138.253 3.80861 internal_count=2826 2666 160 is_linear=0 shrinkage=0.000439788 Tree=6865 num_leaves=4 num_cat=0 split_feature=129 159 4 split_gain=4.77375 3.7732 1.3819 threshold=0.089775000000000008 0.091330000000000008 -0.081629999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027990157391675585 -0.041075617010761449 -0.010882984336496548 -0.012919319841519962 leaf_weight=124.91163773687003 1.4446678202730256 11.016990692034595 2.2565297986147916 leaf_count=2357 59 309 101 internal_value=0 0.00168872 -0.0240638 internal_weight=0 135.929 3.7012 internal_count=2826 2666 160 is_linear=0 shrinkage=0.0224292 Tree=6866 num_leaves=3 num_cat=0 split_feature=393 159 split_gain=3.19141 3.82827 threshold=0.087895000000000015 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026421627176737867 -0.020123193643503588 -0.011138896780630242 leaf_weight=125.07236676577668 3.4951808220939702 11.016388514937715 leaf_count=2409 105 312 internal_value=0 0.00152518 internal_weight=0 136.089 internal_count=2826 2721 is_linear=0 shrinkage=0.0224292 Tree=6867 num_leaves=4 num_cat=0 split_feature=129 159 4 split_gain=4.47861 3.2652 1.38492 threshold=0.089775000000000008 0.10516000000000002 -0.081294999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3116798329912958e-05 -0.00077669271817216328 -0.00028313561250360557 -0.00023379909260619509 leaf_weight=132.2576455179842 1.5238502421489104 6.1929007294238536 2.2728105829446568 leaf_count=2454 60 212 100 internal_value=0 2.84865e-05 -0.000454494 internal_weight=0 138.451 3.79666 internal_count=2826 2666 160 is_linear=0 shrinkage=0.000439788 Tree=6868 num_leaves=4 num_cat=0 split_feature=0 1 474 split_gain=4.63075 5.5202 5.28205 threshold=-0.11047499999999999 0.10100500000000003 0.083795000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2941833521883703e-05 -0.00016401317209927666 8.2321886956088463e-05 0.00041313452896417488 leaf_weight=43.476527864251693 62.924992766838841 24.408154613280203 7.4570432178443289 leaf_count=439 1903 495 47 internal_value=0 -9.51637e-05 7.16658e-05 internal_weight=0 87.3331 50.9336 internal_count=2884 2398 486 is_linear=0 shrinkage=0.000439788 Tree=6869 num_leaves=4 num_cat=0 split_feature=0 474 0 split_gain=4.44735 5.88407 5.32487 threshold=-0.11047499999999999 0.084420000000000009 -0.077944999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.0021611353631333e-05 -0.00021521137424380428 0.00043796660175415494 4.3498885420124004e-06 leaf_weight=43.38055101318605 38.282509513730474 7.2343949226196846 48.310064441910072 leaf_count=443 1378 43 1020 internal_value=0 7.13299e-05 -9.2744e-05 internal_weight=0 50.6149 86.5926 internal_count=2884 486 2398 is_linear=0 shrinkage=0.000439788 Tree=6870 num_leaves=4 num_cat=0 split_feature=0 474 1 split_gain=4.57421 5.87159 5.48542 threshold=-0.11047499999999999 0.084420000000000009 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1083831895176362e-05 -0.00016278059336540795 0.00043816505230618994 8.3708434636935579e-05 leaf_weight=43.411751319901668 62.514363896716532 7.2497988634277126 24.214197015171521 leaf_count=443 1903 43 495 internal_value=0 7.23423e-05 -9.39588e-05 internal_weight=0 50.6616 86.7286 internal_count=2884 486 2398 is_linear=0 shrinkage=0.000439788 Tree=6871 num_leaves=4 num_cat=0 split_feature=0 474 0 split_gain=4.52771 5.94216 5.62502 threshold=-0.11047499999999999 0.084420000000000009 -0.077944999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.6916118908282528e-06 -0.00021916729482974272 0.00043928452335841299 5.5451611959714043e-06 leaf_weight=43.455623598238162 38.644190152124793 7.2503951282706103 48.662036376335891 leaf_count=443 1378 43 1020 internal_value=0 7.12608e-05 -9.39451e-05 internal_weight=0 50.706 87.3062 internal_count=2884 486 2398 is_linear=0 shrinkage=0.000439788 Tree=6872 num_leaves=3 num_cat=0 split_feature=49 0 split_gain=2.94393 2.60485 threshold=-0.44233499999999998 -0.10646499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045671653565801341 8.8663066672783452e-05 -3.6421774129123037e-05 leaf_weight=2.8893768198322496 50.942058918473776 87.449599507461244 leaf_count=15 479 2330 internal_value=0 9.62791e-06 internal_weight=0 138.392 internal_count=2824 2809 is_linear=0 shrinkage=0.000439788 Tree=6873 num_leaves=3 num_cat=0 split_feature=49 0 split_gain=2.87956 2.74447 threshold=-0.44233499999999998 -0.10646499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045345291413582506 9.0182016497153956e-05 -3.8361952396361023e-05 leaf_weight=2.8595720476005217 50.865535226505017 87.118852622632403 leaf_count=15 479 2330 internal_value=0 9.02946e-06 internal_weight=0 137.984 internal_count=2824 2809 is_linear=0 shrinkage=0.000439788 Tree=6874 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=2.86675 2.59189 threshold=-0.44233499999999998 0.091735000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045455716600006148 3.2174292822751927e-05 -0.00017623834844738149 leaf_weight=2.8852658574469379 125.84858946867098 12.687423605355432 leaf_count=15 2362 447 internal_value=0 1.30658e-05 internal_weight=0 138.536 internal_count=2824 2809 is_linear=0 shrinkage=0.000439788 Tree=6875 num_leaves=3 num_cat=0 split_feature=49 1213 split_gain=2.91023 2.75687 threshold=-0.44233499999999998 -0.082704999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023336284657659277 -0.023795478321275206 0.0010003568827994039 leaf_weight=2.8689549637492737 2.2751464385000864 134.39037227927838 leaf_count=15 266 2543 internal_value=0 0.000584301 internal_weight=0 136.666 internal_count=2824 2809 is_linear=0 shrinkage=0.0224292 Tree=6876 num_leaves=4 num_cat=0 split_feature=403 1 129 split_gain=3.5216 3.96059 3.25489 threshold=0.092300000000000007 1.0000000180025095e-35 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0053020941143105699 0.0050114244018644337 0.0028935249980078124 0.034113342562571043 leaf_weight=44.930326676218101 5.713139442894315 87.209514367736119 2.909660211764276 leaf_count=1315 207 1323 21 internal_value=0 0.000106479 0.0148852 internal_weight=0 132.14 8.6228 internal_count=2866 2638 228 is_linear=0 shrinkage=0.0224292 Tree=6877 num_leaves=4 num_cat=0 split_feature=403 1 0 split_gain=3.36222 3.78878 2.97231 threshold=0.092300000000000007 1.0000000180025095e-35 -0.084184999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0051900814076901941 -0.0058956264116276852 0.002829839624812187 0.022981636514175164 leaf_weight=44.871600285980094 2.5258634509300464 87.172948644110875 6.10633068095194 leaf_count=1315 112 1323 116 internal_value=0 0.00010414 0.0145375 internal_weight=0 132.045 8.63219 internal_count=2866 2638 228 is_linear=0 shrinkage=0.0224292 Tree=6878 num_leaves=4 num_cat=0 split_feature=403 1 129 split_gain=3.11362 3.9026 3.04184 threshold=0.092300000000000007 1.0000000180025095e-35 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010254370967701749 8.832299243797376e-05 5.5891035885280462e-05 0.00063703883314247312 leaf_weight=45.590498921981634 5.8458758005217515 88.242196699749911 2.9217714673141018 leaf_count=1315 207 1323 21 internal_value=0 1.91285e-06 0.000272166 internal_weight=0 133.833 8.76765 internal_count=2866 2638 228 is_linear=0 shrinkage=0.000439788 Tree=6879 num_leaves=4 num_cat=0 split_feature=403 1 129 split_gain=3.19976 3.62641 3.13082 threshold=0.092300000000000007 1.0000000180025095e-35 0.088965000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00508101624237708 0.0045332689163308853 0.0027679016662097312 0.033049931065581524 leaf_weight=44.828255287768116 5.7483037394777039 87.158051804806746 2.9076818452449515 leaf_count=1315 207 1323 21 internal_value=0 0.00010172 0.0141641 internal_weight=0 131.986 8.65599 internal_count=2866 2638 228 is_linear=0 shrinkage=0.0224292 Tree=6880 num_leaves=4 num_cat=0 split_feature=123 124 2 split_gain=3.66821 4.45801 1.78483 threshold=1.0000000180025095e-35 -0.014429999999999998 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048867452491475384 9.1677644635539891e-05 -1.3925536009967029e-05 0.0004465105379648529 leaf_weight=3.9259706210577852 7.0348218450671975 126.39750241573711 4.4876143423607573 leaf_count=58 144 2564 87 internal_value=0 -2.82967e-05 0.000230384 internal_weight=0 130.323 11.5224 internal_count=2853 2622 231 is_linear=0 shrinkage=0.000439788 Tree=6881 num_leaves=4 num_cat=0 split_feature=123 124 2 split_gain=3.62232 4.46814 1.7895 threshold=1.0000000180025095e-35 -0.014429999999999998 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00049069056374630735 8.9869504275921533e-05 -1.4556066340039271e-05 0.00044631148136983968 leaf_weight=3.9120146072236812 7.0120175998599716 125.89045690682542 4.449225855525583 leaf_count=58 144 2564 87 internal_value=0 -2.8976e-05 0.000228751 internal_weight=0 129.802 11.4612 internal_count=2853 2622 231 is_linear=0 shrinkage=0.000439788 Tree=6882 num_leaves=4 num_cat=0 split_feature=123 124 2 split_gain=3.46902 4.56047 1.80971 threshold=1.0000000180025095e-35 -0.014429999999999998 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025260099804595294 0.0043503061297398161 -0.00068867255210706393 0.022733607225700135 leaf_weight=3.899913571891374 6.9536527028540132 125.12550888498663 4.3908043430419639 leaf_count=58 144 2564 87 internal_value=0 -0.00143499 0.0114917 internal_weight=0 129.025 11.3445 internal_count=2853 2622 231 is_linear=0 shrinkage=0.0224292 Tree=6883 num_leaves=4 num_cat=0 split_feature=123 124 2 split_gain=3.56862 4.28184 1.78637 threshold=1.0000000180025095e-35 -0.014429999999999998 0.11284000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048051986182364652 8.8532800529026923e-05 -1.5116573658982168e-05 0.0004452688850389858 leaf_weight=3.9237208102131254 7.0284849824383837 126.39525844475793 4.4176010168157518 leaf_count=58 144 2564 87 internal_value=0 -2.91975e-05 0.000226727 internal_weight=0 130.319 11.4461 internal_count=2853 2622 231 is_linear=0 shrinkage=0.000439788 Tree=6884 num_leaves=4 num_cat=0 split_feature=1213 475 1 split_gain=3.86252 2.8832 0.959482 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024797713067546395 -0.012316465771506989 0.0022297749679685715 -0.0050815808113540912 leaf_weight=3.4926552428260029 7.2220954159492967 128.54568940116224 1.9392170678765976 leaf_count=329 203 2190 94 internal_value=0 0.00145437 -0.0178014 internal_weight=0 135.768 5.43187 internal_count=2816 2393 423 is_linear=0 shrinkage=0.0224292 Tree=6885 num_leaves=4 num_cat=0 split_feature=1213 475 1 split_gain=3.73904 2.76082 0.957012 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024750713787927946 -0.012071096147492976 0.0021797518804115208 -0.004977779931168433 leaf_weight=3.4216378131714 7.2042142587524713 128.54675579044488 1.9356918934499843 leaf_count=329 203 2190 94 internal_value=0 0.00142188 -0.0176495 internal_weight=0 135.751 5.35733 internal_count=2816 2393 423 is_linear=0 shrinkage=0.0224292 Tree=6886 num_leaves=4 num_cat=0 split_feature=1213 41 1 split_gain=3.61932 2.85 0.954345 threshold=-1.0000000180025095e-35 0.082980000000000012 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024704239468295915 0.0020467443162248359 -0.014687328049469883 -0.0048758664450933515 leaf_weight=3.3520063167452454 130.42480900591909 5.3102220497385124 1.932265609357273 leaf_count=329 2297 96 94 internal_value=0 0.0013901 -0.0174974 internal_weight=0 135.735 5.28427 internal_count=2816 2393 423 is_linear=0 shrinkage=0.0224292 Tree=6887 num_leaves=4 num_cat=0 split_feature=1213 456 1 split_gain=3.50321 2.74081 0.951484 threshold=-1.0000000180025095e-35 0.087055000000000007 0.080320000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024658289267664286 0.0019716396804776424 -0.015212676927591 -0.0047758187034343891 leaf_weight=3.2837346360283837 130.90330524576348 4.8229139316972569 1.9289352863852398 leaf_count=329 2254 139 94 internal_value=0 0.00135896 -0.0173451 internal_weight=0 135.726 5.21267 internal_count=2816 2393 423 is_linear=0 shrinkage=0.0224292 Tree=6888 num_leaves=4 num_cat=0 split_feature=129 393 1 split_gain=3.5382 4.03457 3.72115 threshold=0.086720000000000005 0.08407000000000002 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3482927553165176e-05 -3.518224052682219e-05 0.00057234561075772622 0.00010193502249173825 leaf_weight=88.27768595971429 3.9276512815777078 4.5548038317356259 44.95351777425094 leaf_count=1948 166 35 689 internal_value=0 0.000291593 -1.03629e-06 internal_weight=0 8.48246 133.231 internal_count=2838 201 2637 is_linear=0 shrinkage=0.000439788 Tree=6889 num_leaves=4 num_cat=0 split_feature=129 393 1 split_gain=3.46134 4.00463 3.55694 threshold=0.086720000000000005 0.08407000000000002 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0027387457515582235 -0.0019433234747930309 0.02903625204093057 0.0050476838477233055 leaf_weight=87.777093971868453 3.9051522091467614 4.5141753408825025 44.440662725581205 leaf_count=1948 166 35 689 internal_value=0 0.014695 -0.000121242 internal_weight=0 8.41933 132.218 internal_count=2838 201 2637 is_linear=0 shrinkage=0.0224292 Tree=6890 num_leaves=4 num_cat=0 split_feature=129 393 1 split_gain=3.32136 3.86121 3.40277 threshold=0.086720000000000005 0.08407000000000002 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026785523270922602 -0.0019010818892306923 0.028567653187481445 0.004941250840222006 leaf_weight=87.737525824853947 3.9028390085659321 4.4859465371118858 44.380760420215665 leaf_count=1948 166 35 689 internal_value=0 0.0144201 -0.000118588 internal_weight=0 8.38879 132.118 internal_count=2838 201 2637 is_linear=0 shrinkage=0.0224292 Tree=6891 num_leaves=4 num_cat=0 split_feature=129 393 1 split_gain=3.18693 3.72274 3.2552 threshold=0.086720000000000005 0.08407000000000002 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026196523281462668 -0.001859732512834504 0.028105568323090326 0.0048368927077378238 leaf_weight=87.698951263366325 3.900581345347744 4.4580612131394446 44.322471876381314 leaf_count=1948 166 35 689 internal_value=0 0.0141498 -0.00011599 internal_weight=0 8.35864 132.021 internal_count=2838 201 2637 is_linear=0 shrinkage=0.0224292 Tree=6892 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.9762 3.85019 threshold=-0.15047999999999997 0.10330500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011457806459424104 -0.0016467593870802923 -0.02572328568784036 leaf_weight=11.508309133350847 121.0682978380537 3.4172706440076572 leaf_count=89 2622 212 internal_value=0 -0.00231153 internal_weight=0 124.486 internal_count=2923 2834 is_linear=0 shrinkage=0.0224292 Tree=6893 num_leaves=3 num_cat=0 split_feature=49 12 split_gain=3.892 3.87489 threshold=-0.15047999999999997 0.085280000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022325105579684828 2.3636335671251359e-05 -0.00013213535846232769 leaf_weight=11.655612391652538 73.152563196377741 53.432383070867218 leaf_count=89 1093 1741 internal_value=0 -4.2126e-05 internal_weight=0 126.585 internal_count=2923 2834 is_linear=0 shrinkage=0.000439788 Tree=6894 num_leaves=4 num_cat=0 split_feature=52 1 52 split_gain=3.47929 4.89505 4.0529 threshold=-0.081449999999999981 0.11584000000000001 -0.087239999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012265195440615709 -0.0057942470017328176 0.0077155640530143692 0.020302645834728877 leaf_weight=34.359843259771878 78.627649928832398 16.26908192699193 6.6761601348407558 leaf_count=666 1869 320 68 internal_value=0 -0.00347704 0.00433802 internal_weight=0 94.8967 41.036 internal_count=2923 2189 734 is_linear=0 shrinkage=0.0224292 Tree=6895 num_leaves=3 num_cat=0 split_feature=49 12 split_gain=3.95104 3.98343 threshold=-0.15047999999999997 0.085280000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022310946142598508 2.2592248979432733e-05 -0.00013542311199982537 leaf_weight=11.663505799835546 72.98546304545016 53.431827789878298 leaf_count=89 1093 1741 internal_value=0 -4.42053e-05 internal_weight=0 126.417 internal_count=2923 2834 is_linear=0 shrinkage=0.000439788 Tree=6896 num_leaves=4 num_cat=0 split_feature=4 49 457 split_gain=4.61782 7.24635 4.51554 threshold=-0.22295999999999996 0.020795000000000004 -0.0034949999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045054023459173648 -0.00026176129167023864 0.00019238778604873267 2.9674372260392946e-05 leaf_weight=10.834137431462294 11.303164606826611 4.9181914582150048 111.98799484613846 leaf_count=171 221 53 2409 internal_value=0 -0.000249815 2.91956e-06 internal_weight=0 15.7523 123.291 internal_count=2854 224 2630 is_linear=0 shrinkage=0.000439788 Tree=6897 num_leaves=4 num_cat=0 split_feature=4 49 457 split_gain=5.0869 7.39238 4.75845 threshold=-0.22295999999999996 0.020795000000000004 -0.0034949999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023754394043329262 -0.013739615207993092 0.0096486565877750025 0.001696582462786506 leaf_weight=10.674769990961066 11.036665056788477 4.8295950879110014 110.0296219700831 leaf_count=171 221 53 2409 internal_value=0 -0.0133503 0.000287441 internal_weight=0 15.5044 121.066 internal_count=2854 224 2630 is_linear=0 shrinkage=0.0224292 Tree=6898 num_leaves=4 num_cat=0 split_feature=4 48 457 split_gain=4.86881 5.37771 4.55108 threshold=-0.22295999999999996 0.093225000000000016 -0.0034949999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021820688042932902 -0.013443327761912916 0.0068518328582905189 0.0016584659648426025 leaf_weight=10.755966056371106 11.027438424818682 4.7267536730505517 110.03422352892085 leaf_count=177 221 47 2409 internal_value=0 -0.0130695 0.000280949 internal_weight=0 15.4827 121.062 internal_count=2854 224 2630 is_linear=0 shrinkage=0.0224292 Tree=6899 num_leaves=4 num_cat=0 split_feature=4 49 130 split_gain=4.27561 7.06099 4.33346 threshold=-0.22295999999999996 0.020795000000000004 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043800866122529564 2.181291812424419e-05 0.00019517119174963844 -0.00039158726886166746 leaf_weight=10.788573125959372 118.10587510142796 4.9609159604879087 5.0976993611475327 leaf_count=171 2243 53 387 internal_value=0 -0.000238569 4.64996e-06 internal_weight=0 15.7495 123.204 internal_count=2854 224 2630 is_linear=0 shrinkage=0.000439788 Tree=6900 num_leaves=3 num_cat=0 split_feature=130 130 split_gain=3.08738 6.49891 threshold=-0.076894999999999977 -0.0015749999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00028077688273025093 -0.000574184632293551 3.2969427357992035e-05 leaf_weight=9.153389298997352 3.4831350660388116 129.21846179361819 leaf_count=133 130 2568 internal_value=0 1.69526e-05 internal_weight=0 132.702 internal_count=2831 2698 is_linear=0 shrinkage=0.000439788 Tree=6901 num_leaves=3 num_cat=0 split_feature=130 130 split_gain=3.05727 4.74312 threshold=-0.081969999999999987 -0.0015749999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014990468061786106 -0.022259749554969375 0.0016762272722400894 leaf_weight=8.2072013817960379 4.2855912325612726 128.13177650676153 leaf_count=110 153 2568 internal_value=0 0.00089846 internal_weight=0 132.417 internal_count=2831 2721 is_linear=0 shrinkage=0.0224292 Tree=6902 num_leaves=3 num_cat=0 split_feature=130 130 split_gain=3.00278 6.35685 threshold=-0.076894999999999977 -0.0015749999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027502863348047719 -0.00057264481736058609 3.0544619248740818e-05 leaf_weight=9.1486578735057247 3.4508557204244417 129.30142088383946 leaf_count=133 130 2568 internal_value=0 1.47848e-05 internal_weight=0 132.752 internal_count=2831 2698 is_linear=0 shrinkage=0.000439788 Tree=6903 num_leaves=3 num_cat=0 split_feature=130 130 split_gain=2.94615 6.35006 threshold=-0.076894999999999977 -0.0015749999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014062762814477471 -0.029312252717074608 0.0016363888142231959 leaf_weight=9.0290163958561589 3.4052337097527916 128.15240543607069 leaf_count=133 130 2568 internal_value=0 0.000831178 internal_weight=0 131.558 internal_count=2831 2698 is_linear=0 shrinkage=0.0224292 Tree=6904 num_leaves=4 num_cat=0 split_feature=480 1 42 split_gain=3.42651 3.47884 0.671498 threshold=0.08456000000000001 1.0000000180025095e-35 0.088415000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0031402114288911044 -0.026529623432021705 0.004366937284659987 -0.0074755352783248425 leaf_weight=48.977946742015774 2.4887283596326593 84.784071382389811 1.5106577286060199 leaf_count=1319 119 1336 87 internal_value=0 0.00161808 -0.0194022 internal_weight=0 133.762 3.99939 internal_count=2861 2655 206 is_linear=0 shrinkage=0.0224292 Tree=6905 num_leaves=4 num_cat=0 split_feature=480 159 42 split_gain=3.30953 3.35567 0.667992 threshold=0.08456000000000001 -0.027939999999999996 0.088415000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016633168606418478 -0.026393852965284865 0.00074374268782090476 -0.0073214420917037072 leaf_weight=7.0401603246027653 2.4460039129626234 126.63454758238731 1.5082854365755336 leaf_count=200 119 2455 87 internal_value=0 0.00158284 -0.0191892 internal_weight=0 133.675 3.95429 internal_count=2861 2655 206 is_linear=0 shrinkage=0.0224292 Tree=6906 num_leaves=4 num_cat=0 split_feature=1 151 403 split_gain=3.23917 6.43763 3.14031 threshold=1.0000000180025095e-35 0.13982000000000003 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011134150254846225 4.5600600887916875e-05 0.00054600226327847147 0.00037061664764019293 leaf_weight=47.329578023473005 82.710650987835834 3.0494589684531084 6.1611111593228989 leaf_count=1431 1302 14 114 internal_value=0 -7.13605e-05 6.82074e-05 internal_weight=0 50.379 88.8718 internal_count=2861 1445 1416 is_linear=0 shrinkage=0.000439788 Tree=6907 num_leaves=4 num_cat=0 split_feature=1 151 48 split_gain=3.29692 6.23926 3.02758 threshold=1.0000000180025095e-35 0.13982000000000003 0.12933000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011174164505176985 9.3560766608825416e-05 0.00053642671213349421 -0.00018893904001175845 leaf_weight=47.517371056939737 81.018819503093255 3.0383098502643398 8.0502298590217816 leaf_count=1431 1333 14 83 internal_value=0 -7.26e-05 6.79929e-05 internal_weight=0 50.5557 89.069 internal_count=2861 1445 1416 is_linear=0 shrinkage=0.000439788 Tree=6908 num_leaves=3 num_cat=0 split_feature=1447 1 split_gain=3.73993 4.10695 threshold=-0.086059999999999984 0.099325000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023051152957465522 -0.0048790552213320796 0.0035625191470479893 leaf_weight=3.0674854950557338 83.110660713438847 44.504589421325363 leaf_count=92 2013 709 internal_value=0 -0.00193504 internal_weight=0 127.615 internal_count=2814 2722 is_linear=0 shrinkage=0.0224292 Tree=6909 num_leaves=4 num_cat=0 split_feature=1 0 15 split_gain=3.79357 6.04987 3.01271 threshold=0.099325000000000011 -0.23033499999999998 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028574241960130175 0.00012647213122395578 -0.00011769509299640355 -0.00017580120452554077 leaf_weight=7.9003476860234505 38.214679285345483 78.03868342653368 7.6367972539737812 leaf_count=50 631 2048 85 internal_value=0 -8.0552e-05 7.60747e-05 internal_weight=0 85.939 45.8515 internal_count=2814 2098 716 is_linear=0 shrinkage=0.000439788 Tree=6910 num_leaves=3 num_cat=0 split_feature=1447 4 split_gain=3.58025 3.16985 threshold=-0.086059999999999984 0.27058000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02257787574397296 -0.0032759015440006725 0.0071470754530392417 leaf_weight=3.061359193387033 110.60060100982446 16.906024113093736 leaf_count=92 2397 325 internal_value=0 -0.00189306 internal_weight=0 127.507 internal_count=2814 2722 is_linear=0 shrinkage=0.0224292 Tree=6911 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=3.49473 5.94634 3.01196 threshold=0.099325000000000011 -0.23033499999999998 -0.079929999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014563581461081738 -0.016406191691246172 -0.0058564323815575572 0.0054062788357817524 leaf_weight=7.889442771440371 3.4285330624552435 77.312981975770526 41.836395428836113 leaf_count=50 37 2048 679 internal_value=0 -0.00396277 0.0037479 internal_weight=0 85.2024 45.2649 internal_count=2814 2098 716 is_linear=0 shrinkage=0.0224292 Tree=6912 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=4.73037 2.78204 threshold=-0.43144499999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026696337702640283 -0.014298606224984559 0.0021909424070342362 leaf_weight=3.0281929223565376 5.3350853854753941 133.26403179062982 leaf_count=17 442 2391 internal_value=0 0.00155433 internal_weight=0 138.599 internal_count=2850 2833 is_linear=0 shrinkage=0.0224292 Tree=6913 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=3.70719 2.88669 threshold=-0.42595999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044798563928789262 -0.00028429333890179603 4.1059183981039504e-05 leaf_weight=3.214431778586003 5.4705805501725981 134.63240969856997 leaf_count=20 442 2388 internal_value=0 2.83182e-05 internal_weight=0 140.103 internal_count=2850 2830 is_linear=0 shrinkage=0.000439788 Tree=6914 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=3.80414 2.88678 threshold=-0.42595999999999995 -0.1535 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045749617349414732 0.00022475199429125917 3.9801593819320373e-06 leaf_weight=3.233599115163087 12.549670410044198 129.34014662686968 leaf_count=20 201 2629 internal_value=0 2.35343e-05 internal_weight=0 141.89 internal_count=2850 2830 is_linear=0 shrinkage=0.000439788 Tree=6915 num_leaves=3 num_cat=0 split_feature=1375 4 split_gain=4.49194 2.72153 threshold=-0.43144499999999991 -0.076329999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025962731157543561 0.0060254668723386303 -0.00067537955317440281 leaf_weight=3.0406000486109397 45.248916216791258 93.402863515511854 leaf_count=17 971 1862 internal_value=0 0.00151197 internal_weight=0 138.652 internal_count=2850 2833 is_linear=0 shrinkage=0.0224292 Tree=6916 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=2.61868 3.68143 threshold=0.08179500000000002 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.0934857264322912e-06 -0.00036705949741203299 0.00045277110403992108 leaf_weight=128.5635391781434 3.4782619776669881 3.6515690979285855 leaf_count=2600 48 104 internal_value=0 1.84936e-05 internal_weight=0 132.215 internal_count=2752 2704 is_linear=0 shrinkage=0.000439788 Tree=6917 num_leaves=4 num_cat=0 split_feature=401 42 2 split_gain=3.06929 3.09157 1.73102 threshold=0.083100000000000021 -0.088709999999999983 0.098180000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011532923334909132 -0.024898596166483669 9.1969115395013247e-05 0.0038978898234051829 leaf_weight=13.229658213080254 3.5808215670622294 115.16296977787715 1.4760625047638312 leaf_count=244 206 2250 52 internal_value=0 0.00127239 -0.0165101 internal_weight=0 128.393 5.05688 internal_count=2752 2494 258 is_linear=0 shrinkage=0.0224292 Tree=6918 num_leaves=4 num_cat=0 split_feature=401 482 2 split_gain=2.97069 3.06953 1.70028 threshold=0.083100000000000021 0.092060000000000017 0.098180000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018369585173755819 -0.024811129954196553 -0.019025993133934743 0.0038137925577312278 leaf_weight=124.75581910767869 3.5136720240916466 3.6325176668615304 1.4752048295631537 leaf_count=2359 206 135 52 internal_value=0 0.00124394 -0.0163645 internal_weight=0 128.388 4.98888 internal_count=2752 2494 258 is_linear=0 shrinkage=0.0224292 Tree=6919 num_leaves=4 num_cat=0 split_feature=401 38 1 split_gain=2.87508 2.95431 1.45917 threshold=0.083100000000000021 1.0000000180025095e-35 0.10713500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018983023211893253 -0.024366055327007866 -0.015749520135204476 0.0019917155396056594 leaf_weight=123.41571857268355 3.396291919219947 4.9449299983825759 1.5259724743955301 leaf_count=2424 218 70 40 internal_value=0 0.0012162 -0.0162186 internal_weight=0 128.361 4.92226 internal_count=2752 2494 258 is_linear=0 shrinkage=0.0224292 Tree=6920 num_leaves=4 num_cat=0 split_feature=0 3 16 split_gain=3.04147 8.79641 3.4472 threshold=-0.077944999999999987 -0.084094999999999989 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030364713820483016 0.00019423954166485551 1.8340531119580855e-05 -3.541271449053023e-05 leaf_weight=21.209939150929131 25.202031322769471 72.285992757875647 25.33687849486887 leaf_count=701 569 1134 413 internal_value=0 -5.47508e-05 7.91371e-05 internal_weight=0 93.4959 50.5389 internal_count=2817 1835 982 is_linear=0 shrinkage=0.000439788 Tree=6921 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.69607 3.52612 threshold=-0.24462999999999999 0.11008500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022313888501274616 -0.00068076969235207098 0.014759446429193896 leaf_weight=3.7491378030827027 130.40173087870426 7.8718764253499094 leaf_count=68 2591 158 internal_value=0 0.000200153 internal_weight=0 138.274 internal_count=2817 2749 is_linear=0 shrinkage=0.0224292 Tree=6922 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.49599 3.40607 threshold=-0.24462999999999999 0.11008500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042612709073274374 -1.4486713120234089e-05 0.00028194192604940135 leaf_weight=3.7628430845070389 131.57668226325404 7.9310625042780876 leaf_count=68 2591 158 internal_value=0 2.40162e-06 internal_weight=0 139.508 internal_count=2817 2749 is_linear=0 shrinkage=0.000439788 Tree=6923 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.54785 3.38407 threshold=-0.24462999999999999 0.11008500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02191792987652889 -0.00066664286274965975 0.014492969472713099 leaf_weight=3.7301806663454036 130.42149122293267 7.8347580642948733 leaf_count=68 2591 158 internal_value=0 0.00019431 internal_weight=0 138.256 internal_count=2817 2749 is_linear=0 shrinkage=0.0224292 Tree=6924 num_leaves=3 num_cat=0 split_feature=1373 0 split_gain=4.98173 3.52701 threshold=0.089210000000000025 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025395075884645092 -0.027070140709729618 0.022437524664753506 leaf_weight=129.1566290013252 3.2699476548004887 3.6900235453649648 leaf_count=2834 39 32 internal_value=0 0.00087327 internal_weight=0 132.847 internal_count=2905 2866 is_linear=0 shrinkage=0.0224292 Tree=6925 num_leaves=3 num_cat=0 split_feature=1373 4 split_gain=4.79492 4.01476 threshold=0.089210000000000025 0.51014500000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001906508986896205 -0.026654168604982539 0.023775670693290198 leaf_weight=129.10065662422494 3.2470514930319032 3.716902940592262 leaf_count=2724 39 142 internal_value=0 0.000854001 internal_weight=0 132.818 internal_count=2905 2866 is_linear=0 shrinkage=0.0224292 Tree=6926 num_leaves=3 num_cat=0 split_feature=1373 4 split_gain=4.61468 3.92471 threshold=0.089210000000000025 0.51014500000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018637346021530254 -0.026241362000196434 0.02374506840320469 leaf_weight=129.10188833357461 3.2247120060492298 3.6391194452298796 leaf_count=2724 39 142 internal_value=0 0.000835561 internal_weight=0 132.741 internal_count=2905 2866 is_linear=0 shrinkage=0.0224292 Tree=6927 num_leaves=3 num_cat=0 split_feature=1373 4 split_gain=4.44202 3.90884 threshold=0.089210000000000025 0.51014500000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5075832276693753e-06 -0.00050581924791357087 0.00046522709507279851 leaf_weight=129.81179315405461 3.2109725507907561 3.6268533639522493 leaf_count=2724 39 142 internal_value=0 1.61218e-05 internal_weight=0 133.439 internal_count=2905 2866 is_linear=0 shrinkage=0.000439788 Tree=6928 num_leaves=4 num_cat=0 split_feature=0 42 16 split_gain=3.62101 4.04486 1.76568 threshold=0.10302000000000001 0.10258000000000002 0.19224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7306525560415083e-05 7.2979057258374888e-05 -0.00030089209468057754 0.0004079084211790772 leaf_weight=118.44974347958851 5.8647343850461748 8.2467293721128936 6.3339990156237036 leaf_count=2366 77 305 66 internal_value=0 -3.44737e-06 0.000247251 internal_weight=0 126.696 12.1987 internal_count=2814 2671 143 is_linear=0 shrinkage=0.000439788 Tree=6929 num_leaves=4 num_cat=0 split_feature=0 42 16 split_gain=3.50373 4.0783 1.84688 threshold=0.10302000000000001 0.10258000000000002 0.19224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00095319846469084585 0.0033629839148821951 -0.015458027271312501 0.020920283153902521 leaf_weight=117.43452034826623 5.7861224436492176 8.1269529521960049 6.2918364312499762 leaf_count=2366 77 305 66 internal_value=0 -0.000111205 0.0125278 internal_weight=0 125.561 12.078 internal_count=2814 2671 143 is_linear=0 shrinkage=0.0224292 Tree=6930 num_leaves=4 num_cat=0 split_feature=0 403 16 split_gain=3.56887 3.83759 1.74342 threshold=0.10302000000000001 -1.0000000180025095e-35 0.19224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027533847576259005 7.2982724512029988e-05 1.7817952611183592e-05 0.00040531939670420308 leaf_weight=9.2974940724125172 5.9140542977984278 118.33106065552784 6.3143995902501047 leaf_count=656 77 2015 66 internal_value=0 -3.57591e-06 0.000244956 internal_weight=0 127.629 12.2285 internal_count=2814 2671 143 is_linear=0 shrinkage=0.000439788 Tree=6931 num_leaves=4 num_cat=0 split_feature=0 42 16 split_gain=3.36334 3.914 1.78095 threshold=0.10302000000000001 0.10258000000000002 0.19224000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092999316642199592 0.0032988896396508659 -0.015180884632354123 0.020567321148770225 leaf_weight=117.47232255875861 5.78117037854099 8.090473232274233 6.2559812220279127 leaf_count=2366 77 305 66 internal_value=0 -0.00011024 0.012292 internal_weight=0 125.563 12.0372 internal_count=2814 2671 143 is_linear=0 shrinkage=0.0224292 Tree=6932 num_leaves=3 num_cat=0 split_feature=13 50 split_gain=4.6071 2.87542 threshold=-0.52503499999999981 0.086500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02651852365008367 0.0011238667782107238 -0.010490892622755309 leaf_weight=3.3283751527778795 123.73987699802092 11.720902518394722 leaf_count=40 2290 517 internal_value=0 0.000117549 internal_weight=0 135.461 internal_count=2847 2807 is_linear=0 shrinkage=0.0224292 Tree=6933 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.05349 3.10885 threshold=-0.52503499999999981 -0.076734999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048515348823099708 -5.0662539693021891e-05 8.7447498799191775e-05 leaf_weight=3.4171379597391924 88.657055875770311 48.892237657855731 leaf_count=40 1869 938 internal_value=0 -1.56566e-06 internal_weight=0 137.549 internal_count=2847 2807 is_linear=0 shrinkage=0.000439788 Tree=6934 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=3.42343 3.05605 threshold=-0.52238499999999988 -0.076734999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004323546681949316 -4.8306607370132766e-05 8.8400592258325872e-05 leaf_weight=3.6074717694427809 88.515606263754307 49.186099556049157 leaf_count=45 1865 937 internal_value=0 5.29744e-07 internal_weight=0 137.702 internal_count=2847 2802 is_linear=0 shrinkage=0.000439788 Tree=6935 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.35007 2.82183 threshold=-0.52503499999999981 -0.076734999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02566643067907386 -0.0022955510257305235 0.0044635906570585542 leaf_weight=3.3565790939610443 87.284053035069519 48.223576467840758 leaf_count=40 1869 938 internal_value=0 0.000110138 internal_weight=0 135.508 internal_count=2847 2807 is_linear=0 shrinkage=0.0224292 Tree=6936 num_leaves=4 num_cat=0 split_feature=13 1186 2 split_gain=6.5866 5.25637 1.18896 threshold=0.17850500000000002 0.083785000000000012 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0739820730835743e-05 -0.00059981446379986771 0.00041736997653144859 -0.00024868606731277165 leaf_weight=120.24988278773526 3.7446880479692473 5.5216559685068196 3.7893896188179497 leaf_count=2601 64 64 100 internal_value=0 -1.44538e-06 -0.000424284 internal_weight=0 125.772 7.53408 internal_count=2829 2665 164 is_linear=0 shrinkage=0.000439788 Tree=6937 num_leaves=4 num_cat=0 split_feature=13 1186 2 split_gain=6.51045 5.0248 1.20642 threshold=0.17850500000000002 0.083785000000000012 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9017969423594562e-05 -0.00059558229346086964 0.0004088409642736768 -0.00024385382204628571 leaf_weight=121.37749854008143 3.757793045078869 5.5326076936908057 3.8577005359402392 leaf_count=2601 64 64 100 internal_value=0 -3.06899e-07 -0.000418466 internal_weight=0 126.91 7.61549 internal_count=2829 2665 164 is_linear=0 shrinkage=0.000439788 Tree=6938 num_leaves=4 num_cat=0 split_feature=13 1186 2 split_gain=6.17021 4.9904 1.18796 threshold=0.17850500000000002 0.083785000000000012 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.3652603824829171e-05 -0.0005888003127391782 0.00040273010143260257 -0.00023932978691848159 leaf_weight=121.94887513135109 3.7439458640292278 5.5316596881020805 3.8509622562705772 leaf_count=2601 64 64 100 internal_value=0 -5.09339e-06 -0.000412647 internal_weight=0 127.481 7.59491 internal_count=2829 2665 164 is_linear=0 shrinkage=0.000439788 Tree=6939 num_leaves=4 num_cat=0 split_feature=13 1186 2 split_gain=6.76099 5.37656 1.23391 threshold=0.17850500000000002 0.083785000000000012 0.088435000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9149148823584725e-05 -0.00060418561244546731 0.00042255040059380059 -0.00024780065582386641 leaf_weight=120.64965783738444 3.7833515334641552 5.5573663691757238 3.803759095055284 leaf_count=2601 64 64 100 internal_value=0 3.61495e-07 -0.000426584 internal_weight=0 126.207 7.58711 internal_count=2829 2665 164 is_linear=0 shrinkage=0.000439788 Tree=6940 num_leaves=3 num_cat=0 split_feature=12 148 split_gain=3.15023 3.79947 threshold=0.11622 -0.082164999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00035219705085812148 -0.00034448971236105736 2.6978972128971026e-05 leaf_weight=5.287728236813563 4.9114869443001217 138.70722460266188 leaf_count=78 131 2687 internal_value=0 1.30102e-05 internal_weight=0 143.995 internal_count=2896 2765 is_linear=0 shrinkage=0.000439788 Tree=6941 num_leaves=3 num_cat=0 split_feature=12 148 split_gain=3.24088 3.66678 threshold=0.11622 -0.082164999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034675185194915062 -0.00034879137387655053 2.6859300661247958e-05 leaf_weight=5.254662324616219 4.9288809661666155 138.86922939078067 leaf_count=78 131 2687 internal_value=0 1.31936e-05 internal_weight=0 144.124 internal_count=2896 2765 is_linear=0 shrinkage=0.000439788 Tree=6942 num_leaves=3 num_cat=0 split_feature=12 148 split_gain=3.2263 3.64427 threshold=0.11622 -0.082164999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034549021644948881 -0.00034742797209666199 2.6273746406608024e-05 leaf_weight=5.2747524570731903 4.9592761581443474 139.22122047684752 leaf_count=78 131 2687 internal_value=0 1.26588e-05 internal_weight=0 144.496 internal_count=2896 2765 is_linear=0 shrinkage=0.000439788 Tree=6943 num_leaves=3 num_cat=0 split_feature=12 148 split_gain=3.28713 3.72929 threshold=0.11622 -0.082164999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017815110302043732 -0.017902746655485684 0.0015427057498246229 leaf_weight=5.1777312305202932 4.8527565020667671 136.77743915624887 leaf_count=78 131 2687 internal_value=0 0.00083434 internal_weight=0 141.955 internal_count=2896 2765 is_linear=0 shrinkage=0.0224292 Tree=6944 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.81157 4.01027 threshold=-0.51961499999999983 -0.017269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048841874058126028 -2.5977623999695491e-05 0.00018001394434679298 leaf_weight=3.8902259017922907 116.48763232936471 21.662030493404018 leaf_count=50 2462 321 internal_value=0 6.3425e-06 internal_weight=0 138.15 internal_count=2833 2783 is_linear=0 shrinkage=0.000439788 Tree=6945 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=4.60286 3.97802 threshold=-0.51961499999999983 -0.017269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047616056180672614 -2.7301411158691737e-05 0.00017794274702385345 leaf_weight=3.940557546040508 117.02707317631211 21.622798394921119 leaf_count=50 2462 321 internal_value=0 4.72702e-06 internal_weight=0 138.65 internal_count=2833 2783 is_linear=0 shrinkage=0.000439788 Tree=6946 num_leaves=3 num_cat=0 split_feature=13 42 split_gain=4.96367 3.65868 threshold=-0.51961499999999983 0.099760000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025342302165047122 0.0014285660839325487 -0.012720059218802463 leaf_weight=3.8575971257814663 126.03647776927392 9.8987283955502772 leaf_count=50 2427 356 internal_value=0 0.000396629 internal_weight=0 135.935 internal_count=2833 2783 is_linear=0 shrinkage=0.0224292 Tree=6947 num_leaves=3 num_cat=0 split_feature=13 453 split_gain=4.71126 3.62211 threshold=-0.51961499999999983 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024604232978903327 0.0011137350935245666 -0.018072932296653979 leaf_weight=3.8844608293147749 130.78601316330969 5.1254199414397581 leaf_count=50 2707 76 internal_value=0 0.000387741 internal_weight=0 135.911 internal_count=2833 2783 is_linear=0 shrinkage=0.0224292 Tree=6948 num_leaves=4 num_cat=0 split_feature=42 52 0 split_gain=4.49826 4.38687 3.21195 threshold=-1.0000000180025095e-35 0.086925000000000016 0.15082000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015549598336953614 0.001992673084918988 0.006621718450189472 0.018638306017194288 leaf_weight=14.064030522313262 113.66819630319151 6.5774133755876383 6.1285507905122349 leaf_count=512 2019 246 44 internal_value=0 -0.0084851 0.00284706 internal_weight=0 20.6414 119.797 internal_count=2821 758 2063 is_linear=0 shrinkage=0.0224292 Tree=6949 num_leaves=4 num_cat=0 split_feature=42 52 0 split_gain=4.44365 4.10093 3.10908 threshold=-1.0000000180025095e-35 0.086925000000000016 0.15082000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029902628829671737 3.811579469233981e-05 0.00011950383615480646 0.00035987996382124462 leaf_weight=14.170979490452739 114.5001076103872 6.6375535841725641 6.1000789108511517 leaf_count=512 2019 246 44 internal_value=0 -0.000165535 5.44453e-05 internal_weight=0 20.8085 120.6 internal_count=2821 758 2063 is_linear=0 shrinkage=0.000439788 Tree=6950 num_leaves=4 num_cat=0 split_feature=42 52 0 split_gain=4.3082 4.21195 3.09754 threshold=-1.0000000180025095e-35 0.086925000000000016 0.15082000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015276936640831029 0.0019471476223331151 0.0064567774582199866 0.018350927888046639 leaf_weight=13.991954157951115 113.67860094441858 6.5853731303723171 6.0833452980587017 leaf_count=512 2019 246 44 internal_value=0 -0.00832195 0.00278317 internal_weight=0 20.5773 119.762 internal_count=2821 758 2063 is_linear=0 shrinkage=0.0224292 Tree=6951 num_leaves=4 num_cat=0 split_feature=42 52 0 split_gain=4.20551 3.95885 3.18223 threshold=-1.0000000180025095e-35 0.086925000000000016 0.15082000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029022796825805593 3.6238632928051665e-05 0.00011743623522923222 0.00036144962209645336 leaf_weight=14.375839725646076 115.36184328973832 6.763447117922623 6.1101283907628376 leaf_count=512 2019 246 44 internal_value=0 -0.000159809 5.26512e-05 internal_weight=0 21.1393 121.472 internal_count=2821 758 2063 is_linear=0 shrinkage=0.000439788 Tree=6952 num_leaves=4 num_cat=0 split_feature=0 16 157 split_gain=4.67035 4.92856 4.87204 threshold=-0.12877499999999997 -0.082914999999999975 -0.066269999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019973712444821014 0.0035316239972813641 -0.0071861436460858505 0.0018124208571266714 leaf_weight=9.4250214800704253 34.469400112440781 57.680683934646368 34.882328878797125 leaf_count=45 767 1629 367 internal_value=0 -0.00317718 0.00568261 internal_weight=0 92.1501 44.3074 internal_count=2808 2396 412 is_linear=0 shrinkage=0.0224292 Tree=6953 num_leaves=4 num_cat=0 split_feature=0 16 157 split_gain=4.46966 4.71585 4.69868 threshold=-0.12877499999999997 -0.082914999999999975 -0.066269999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019653636382954205 0.0034517742923350016 -0.0070340088593841875 0.0017725353004650159 leaf_weight=9.3646767401951347 34.476138162110146 57.607764798522112 34.867856559467327 leaf_count=45 767 1629 367 internal_value=0 -0.00310824 0.00556507 internal_weight=0 92.0839 44.2325 internal_count=2808 2396 412 is_linear=0 shrinkage=0.0224292 Tree=6954 num_leaves=4 num_cat=0 split_feature=0 50 157 split_gain=4.27746 4.57443 4.53083 threshold=-0.12877499999999997 0.099210000000000007 -0.066269999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019336843896905036 -0.0046355690841083123 0.012628871370011363 0.0017335108549014228 leaf_weight=9.3056002307566796 83.531728669826407 8.488491258787688 34.853726714180084 leaf_count=45 2069 327 367 internal_value=0 -0.00304071 0.00544978 internal_weight=0 92.0202 44.1593 internal_count=2808 2396 412 is_linear=0 shrinkage=0.0224292 Tree=6955 num_leaves=4 num_cat=0 split_feature=0 16 157 split_gain=4.09294 4.52429 4.36834 threshold=-0.12877499999999997 -0.082914999999999975 -0.066269999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01902334410741522 0.003448617182266577 -0.0068250250251383109 0.0016953290318929969 leaf_weight=9.2477714812848699 34.481964119877375 57.499984717003827 34.839930995374743 leaf_count=45 767 1629 367 internal_value=0 -0.00297375 0.00533669 internal_weight=0 91.9819 44.0877 internal_count=2808 2396 412 is_linear=0 shrinkage=0.0224292 Tree=6956 num_leaves=3 num_cat=0 split_feature=0 14 split_gain=3.36607 2.99619 threshold=0.17491000000000004 -0.23083499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032030110186101501 0.00038706875218096033 6.8651792387997636e-06 leaf_weight=5.6274416764790649 4.3144967953267033 131.46811756776151 leaf_count=102 32 2704 internal_value=0 -6.60693e-06 internal_weight=0 137.096 internal_count=2838 2806 is_linear=0 shrinkage=0.000439788 Tree=6957 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.60709 4.01314 threshold=-0.23083499999999998 -0.160465 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017387341424083141 0.015673202026713084 8.6465044669973984e-05 leaf_weight=5.4925608350749817 8.8867691871710104 124.21081369332387 leaf_count=105 141 2592 internal_value=0 0.00112927 internal_weight=0 133.098 internal_count=2838 2733 is_linear=0 shrinkage=0.0224292 Tree=6958 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=3.44317 3.86242 threshold=-0.23083499999999998 -0.160465 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016974262988101771 0.015421142427722306 8.4525674429734073e-05 leaf_weight=5.5004091947339466 8.8303991109714826 124.21137102588909 leaf_count=105 141 2592 internal_value=0 0.00110453 internal_weight=0 133.042 internal_count=2838 2733 is_linear=0 shrinkage=0.0224292 Tree=6959 num_leaves=3 num_cat=0 split_feature=0 9 split_gain=3.30948 3.73579 threshold=0.17491000000000004 -0.016839999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00046102567000979932 0.00038719325542083892 -1.5557209908842007e-05 leaf_weight=3.2400068004208142 4.2921858209592747 133.11098895543546 leaf_count=91 32 2715 internal_value=0 -4.16957e-06 internal_weight=0 136.351 internal_count=2838 2806 is_linear=0 shrinkage=0.000439788 Tree=6960 num_leaves=4 num_cat=0 split_feature=483 394 42 split_gain=3.31039 2.77617 1.19711 threshold=0.09641000000000001 -0.083659999999999984 0.087755000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018448186304464671 -0.030688276962965381 0.0015309177654170547 -0.0048598699588994279 leaf_weight=3.5792370167328036 2.2380830535621494 126.55971776175647 1.5183217010635415 leaf_count=134 67 2531 117 internal_value=0 0.000978803 -0.0203259 internal_weight=0 130.139 3.7564 internal_count=2849 2665 184 is_linear=0 shrinkage=0.0224292 Tree=6961 num_leaves=4 num_cat=0 split_feature=483 159 42 split_gain=3.19296 2.6918 1.17755 threshold=0.09641000000000001 -0.22563499999999997 0.087755000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017899889942661253 -0.030455432900572055 0.00034271104823793865 -0.0047567154974053677 leaf_weight=4.5331850794791526 2.2051308180380143 125.5781102490655 1.5168852750211952 leaf_count=137 67 2528 117 internal_value=0 0.000956954 -0.0200598 internal_weight=0 130.111 3.72202 internal_count=2849 2665 184 is_linear=0 shrinkage=0.0224292 Tree=6962 num_leaves=4 num_cat=0 split_feature=123 50 2 split_gain=3.24448 3.68187 1.57616 threshold=1.0000000180025095e-35 0.10647500000000001 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5619710976338698e-06 -9.848583284209633e-06 -0.00039189377878197411 0.00036672065335086875 leaf_weight=120.96225398316528 3.1349243680597265 4.7376570374981375 6.815265696903225 leaf_count=2314 103 288 144 internal_value=0 -1.23624e-05 0.000248286 internal_weight=0 125.7 9.95019 internal_count=2849 2602 247 is_linear=0 shrinkage=0.000439788 Tree=6963 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=3.10071 3.26391 1.62862 threshold=1.0000000180025095e-35 -0.15835999999999997 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013839723700372402 -0.0010172184218054468 -0.0015150729568858198 0.018682937737418252 leaf_weight=7.3873335233511161 3.0733341651502979 116.65927193606694 6.7104261920321733 leaf_count=223 103 2379 144 internal_value=0 -0.000598661 0.0125047 internal_weight=0 124.047 9.78376 internal_count=2849 2602 247 is_linear=0 shrinkage=0.0224292 Tree=6964 num_leaves=4 num_cat=0 split_feature=457 1 16 split_gain=4.97305 5.5037 2.61309 threshold=0.079930000000000015 0.12856000000000004 0.0020050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045675170036105738 0.0033341003751170104 0.012889135182520342 0.019416180070402876 leaf_weight=101.39213467172522 16.590174521188604 9.9614601492212369 7.3154060962842768 leaf_count=2386 190 209 47 internal_value=0 -0.00300394 0.00826698 internal_weight=0 111.354 23.9056 internal_count=2832 2595 237 is_linear=0 shrinkage=0.0224292 Tree=6965 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.7617 5.2779 2.41819 threshold=0.079930000000000015 0.12856000000000004 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044676184611990768 -0.0012487034767174373 0.012669837362969647 0.013550136101343986 leaf_weight=101.33540326353614 8.7885063779831416 9.9075315288500843 15.063133512536295 leaf_count=2386 95 209 142 internal_value=0 -0.00293941 0.00810064 internal_weight=0 111.243 23.8516 internal_count=2832 2595 237 is_linear=0 shrinkage=0.0224292 Tree=6966 num_leaves=4 num_cat=0 split_feature=457 1 1 split_gain=4.67515 5.18997 2.50371 threshold=0.079930000000000015 0.12856000000000004 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.5591754467725749e-05 -2.8379549641997108e-05 0.00024613270546168135 0.00026608161757580141 leaf_weight=102.42619363833728 8.8318187030090503 9.9953900285036053 15.156264997895049 leaf_count=2386 95 209 142 internal_value=0 -5.60614e-05 0.000157732 internal_weight=0 112.422 23.9881 internal_count=2832 2595 237 is_linear=0 shrinkage=0.000439788 Tree=6967 num_leaves=4 num_cat=0 split_feature=150 15 151 split_gain=3.8568 4.73929 4.03398 threshold=0.082085000000000019 -0.096544999999999978 0.13982000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0038542495816650132 0.022937635499531494 0.0014238997472455356 0.02027832773012132 leaf_weight=100.75575186985952 6.5380237048884764 24.038840684806928 3.5906501361168912 leaf_count=2440 48 326 18 internal_value=0 0.00603546 -0.00302027 internal_weight=0 30.5769 104.346 internal_count=2832 374 2458 is_linear=0 shrinkage=0.0224292 Tree=6968 num_leaves=4 num_cat=0 split_feature=42 43 133 split_gain=3.82869 6.03709 5.5219 threshold=0.084050000000000014 -0.116045 0.084030000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014537753579399744 0.0093235825560378949 -0.011950628963902256 0.013553151183094865 leaf_weight=80.816580210950633 8.5081910819280875 31.526562432900391 14.536930422222211 leaf_count=1243 94 1170 325 internal_value=0 -0.00742714 0.000836331 internal_weight=0 40.0348 95.3535 internal_count=2832 1264 1568 is_linear=0 shrinkage=0.0224292 Tree=6969 num_leaves=4 num_cat=0 split_feature=42 43 49 split_gain=3.75081 5.94285 5.51916 threshold=0.084050000000000014 -0.116045 -0.23934999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051976542914716664 0.00018176388187783379 -0.00023053234184643647 3.7019341743263495e-05 leaf_weight=3.5572401452809563 8.5636793019948509 31.903028025288222 92.622912281691242 leaf_count=28 94 1170 1540 internal_value=0 -0.000143236 1.63275e-05 internal_weight=0 40.4667 96.1802 internal_count=2832 1264 1568 is_linear=0 shrinkage=0.000439788 Tree=6970 num_leaves=4 num_cat=0 split_feature=42 43 49 split_gain=3.67114 5.78836 5.49993 threshold=0.084050000000000014 -0.116045 -0.23934999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02655463609738579 0.0091369352382576156 -0.011721256278407753 0.0018770323860643405 leaf_weight=3.5362088694237164 8.4880312104942259 31.421455099029117 91.826512626244948 leaf_count=28 94 1170 1540 internal_value=0 -0.00728285 0.000817634 internal_weight=0 39.9095 95.3627 internal_count=2832 1264 1568 is_linear=0 shrinkage=0.0224292 Tree=6971 num_leaves=4 num_cat=0 split_feature=42 43 49 split_gain=3.52074 5.61176 5.37161 threshold=0.084050000000000014 -0.4582 -0.087004999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014583953238332016 0.023703949223121332 -0.0094389440472628164 0.0026413403905280451 leaf_weight=10.1790292954538 2.7435446914751074 37.036966064151784 85.145940725218679 leaf_count=96 18 1246 1472 internal_value=0 -0.0071429 0.00079943 internal_weight=0 39.7805 95.325 internal_count=2832 1264 1568 is_linear=0 shrinkage=0.0224292 Tree=6972 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=3.49144 4.14774 threshold=0.08179500000000002 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9698106531403887e-05 -0.00046367394693100735 0.00045263261916046109 leaf_weight=132.36972044567301 3.2959626044612369 3.6772045263423925 leaf_count=2707 47 112 internal_value=0 -6.86979e-06 internal_weight=0 136.047 internal_count=2866 2819 is_linear=0 shrinkage=0.000439788 Tree=6973 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=3.51852 4.08738 threshold=0.08179500000000002 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.0936160736781314e-07 -0.00044786793805758139 0.00045382492835627084 leaf_weight=132.74559882659378 3.2737243513111016 3.9173898676817762 leaf_count=2707 47 112 internal_value=0 1.2187e-05 internal_weight=0 136.663 internal_count=2866 2819 is_linear=0 shrinkage=0.000439788 Tree=6974 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=3.68918 3.84454 threshold=0.08179500000000002 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.5313493383176906e-06 -0.00045232539370356991 0.00045301931737791299 leaf_weight=133.04058662029638 3.284129597246646 3.8009267295856253 leaf_count=2707 47 112 internal_value=0 1.80223e-05 internal_weight=0 136.842 internal_count=2866 2819 is_linear=0 shrinkage=0.000439788 Tree=6975 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=3.4926 3.97956 threshold=0.08179500000000002 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.1494845992026016e-07 -0.00044513397145304898 0.00045341011641513113 leaf_weight=132.31516468921473 3.2689898884855202 3.8465165364468694 leaf_count=2707 47 112 internal_value=0 1.35652e-05 internal_weight=0 136.162 internal_count=2866 2819 is_linear=0 shrinkage=0.000439788 Tree=6976 num_leaves=4 num_cat=0 split_feature=49 15 1 split_gain=3.36681 5.70587 3.68241 threshold=-0.085934999999999984 0.10112000000000002 0.10113500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036817304510651776 2.8654800748096313e-05 -0.00053095813624679075 5.717700350939276e-05 leaf_weight=9.937582787722933 117.73760012911589 3.6136133243271606 6.5033754040487102 leaf_count=104 2414 228 73 internal_value=0 1.19097e-05 -0.000200051 internal_weight=0 121.351 16.441 internal_count=2819 2642 177 is_linear=0 shrinkage=0.000439788 Tree=6977 num_leaves=4 num_cat=0 split_feature=49 15 1 split_gain=3.4871 5.81009 3.29478 threshold=-0.065034999999999996 0.10112000000000002 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013297468956017387 0.0020180126143370934 -0.027132651775602843 0.0036789525845391962 leaf_weight=18.296758646167294 106.00256711008842 3.5359171011223216 8.3736264567123708 leaf_count=183 2283 228 125 internal_value=0 0.00107246 -0.00796861 internal_weight=0 109.538 26.6704 internal_count=2819 2511 308 is_linear=0 shrinkage=0.0224292 Tree=6978 num_leaves=4 num_cat=0 split_feature=49 15 1 split_gain=3.33617 5.63553 3.15148 threshold=-0.065034999999999996 0.10112000000000002 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01301226493902868 0.0019726299783196632 -0.026959675307611595 0.0036023042589083398 leaf_weight=18.279034377694192 106.00938893218336 3.4795480636676066 8.3605434882920218 leaf_count=183 2283 228 125 internal_value=0 0.00104862 -0.00779912 internal_weight=0 109.489 26.6396 internal_count=2819 2511 308 is_linear=0 shrinkage=0.0224292 Tree=6979 num_leaves=4 num_cat=0 split_feature=49 15 1 split_gain=3.25021 5.28767 3.36949 threshold=-0.085934999999999984 0.10112000000000002 0.10113500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018308029628672107 0.0014173936710469811 -0.026783515653315822 0.0025974865459959225 leaf_weight=9.8371126470228791 116.40077512644348 3.4246243947854955 6.3881241697818032 leaf_count=104 2414 228 73 internal_value=0 0.00060727 -0.0100838 internal_weight=0 119.825 16.2252 internal_count=2819 2642 177 is_linear=0 shrinkage=0.0224292 Tree=6980 num_leaves=3 num_cat=0 split_feature=4 39 split_gain=3.96372 3.13934 threshold=0.51074000000000008 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.5605394055745039e-05 0.00046793730417420143 0.0001820384912162796 leaf_weight=120.71305849108467 3.7331331715831757 17.821818246353359 leaf_count=2420 126 273 internal_value=0 9.84208e-06 internal_weight=0 138.535 internal_count=2819 2693 is_linear=0 shrinkage=0.000439788 Tree=6981 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=3.74717 3.23088 threshold=0.51074000000000008 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045556359262537236 0.000466126759167464 2.466375430069319e-05 leaf_weight=2.7460884246866035 3.6371130493353112 134.97362700571102 leaf_count=217 126 2476 internal_value=0 1.50264e-05 internal_weight=0 137.72 internal_count=2819 2693 is_linear=0 shrinkage=0.000439788 Tree=6982 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=3.95694 3.09559 threshold=0.51074000000000008 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045236852525699917 0.00046765441596781962 2.1010356454077264e-05 leaf_weight=2.7064959518356764 3.7626777249679426 135.54465366427758 leaf_count=217 126 2476 internal_value=0 1.1682e-05 internal_weight=0 138.251 internal_count=2819 2693 is_linear=0 shrinkage=0.000439788 Tree=6983 num_leaves=3 num_cat=0 split_feature=4 160 split_gain=3.76484 3.03467 threshold=0.51074000000000008 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023067407809542285 0.023831537061701841 0.0011163928171773032 leaf_weight=2.6431480144492516 3.5971711708698413 133.81657782081311 leaf_count=217 126 2476 internal_value=0 0.000644805 internal_weight=0 136.46 internal_count=2819 2693 is_linear=0 shrinkage=0.0224292 Tree=6984 num_leaves=4 num_cat=0 split_feature=52 403 457 split_gain=3.97693 4.61071 3.87694 threshold=-0.047784999999999987 -1.0000000180025095e-35 -0.0034949999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015853367796667333 -0.021219285578583599 -0.0012499396922700417 0.0069007462036263069 leaf_weight=4.0677324189600759 6.2827639463503138 75.580408349542267 48.278176469299069 leaf_count=83 605 1343 792 internal_value=0 -0.00278712 0.00512742 internal_weight=0 81.8632 52.3459 internal_count=2823 1948 875 is_linear=0 shrinkage=0.0224292 Tree=6985 num_leaves=4 num_cat=0 split_feature=457 4 16 split_gain=3.81827 3.7992 3.27386 threshold=0.079930000000000015 -0.017314999999999997 -0.0044699999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.0512696290890979e-05 5.8504138158367594e-05 -0.00010090820199589034 0.00042220174378854793 leaf_weight=52.479130021241872 15.175783327256797 60.915001845489314 6.9789603876415631 leaf_count=1408 167 1191 57 internal_value=0 -2.62045e-05 0.000173337 internal_weight=0 113.394 22.1547 internal_count=2823 2599 224 is_linear=0 shrinkage=0.000439788 Tree=6986 num_leaves=4 num_cat=0 split_feature=457 4 52 split_gain=3.81347 3.98254 3.08404 threshold=0.079930000000000015 -0.017314999999999997 -0.044219999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2175980785811216e-05 0.00028545717679448679 -0.00010315770793321929 -6.6142742088172465e-05 leaf_weight=52.390094938717084 15.035167666384952 60.933339977735159 7.0920675749657667 leaf_count=1408 128 1191 96 internal_value=0 -2.67254e-05 0.000172805 internal_weight=0 113.323 22.1272 internal_count=2823 2599 224 is_linear=0 shrinkage=0.000439788 Tree=6987 num_leaves=4 num_cat=0 split_feature=52 447 457 split_gain=3.79987 4.02314 3.70626 threshold=-0.047784999999999987 0.084630000000000011 -0.0034949999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01552054610376353 -0.0038575854052241257 0.019116754790230037 0.0067458240024780248 leaf_weight=4.0603549751103847 77.77186883142349 4.0144965738290912 48.265419592797116 leaf_count=83 1889 59 792 internal_value=0 -0.00272569 0.00501298 internal_weight=0 81.7864 52.3258 internal_count=2823 1948 875 is_linear=0 shrinkage=0.0224292 Tree=6988 num_leaves=4 num_cat=0 split_feature=51 52 2 split_gain=3.31887 4.2753 3.26652 threshold=0.053845000000000011 -0.047784999999999987 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033647146995891605 0.024554301651141419 -0.0061624069065519668 0.0026202547448243721 leaf_weight=35.714216453205154 3.8745642795547637 70.337828169340355 27.879375494812848 leaf_count=704 75 1698 379 internal_value=0 -0.00295401 0.00530976 internal_weight=0 106.052 31.7539 internal_count=2856 2402 454 is_linear=0 shrinkage=0.0224292 Tree=6989 num_leaves=4 num_cat=0 split_feature=51 52 2 split_gain=3.1744 4.08769 3.14837 threshold=0.053845000000000011 -0.047784999999999987 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032890246272822927 0.024154317705113282 -0.0060272458313502947 0.0025625643331449979 leaf_weight=35.71703726278065 3.8509692845182171 70.302983581601438 27.868187045241939 leaf_count=704 75 1698 379 internal_value=0 -0.00288866 0.00519694 internal_weight=0 106.02 31.7192 internal_count=2856 2402 454 is_linear=0 shrinkage=0.0224292 Tree=6990 num_leaves=4 num_cat=0 split_feature=51 52 2 split_gain=3.03613 3.90823 3.03342 threshold=0.053845000000000011 -0.047784999999999987 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032150328960828803 0.023754793755015245 -0.0058949315167297978 0.0025061193404877597 leaf_weight=35.719904807199782 3.8284894018725053 70.269544865830539 27.857276304937841 leaf_count=704 75 1698 379 internal_value=0 -0.00282472 0.00508629 internal_weight=0 105.989 31.6858 internal_count=2856 2402 454 is_linear=0 shrinkage=0.0224292 Tree=6991 num_leaves=4 num_cat=0 split_feature=51 52 2 split_gain=3.00124 3.73823 2.89179 threshold=0.053845000000000011 -0.047784999999999987 0.078120000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9972990135049716e-05 0.00045470865960532079 -0.00011397601023364527 4.9181142679601168e-05 leaf_weight=36.049793059595686 3.852284230990338 70.795435331172484 28.05246743177122 leaf_count=704 75 1698 379 internal_value=0 -5.5285e-05 9.83885e-05 internal_weight=0 106.845 31.9048 internal_count=2856 2402 454 is_linear=0 shrinkage=0.000439788 Tree=6992 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=3.0845 3.85583 threshold=-0.51745999999999992 -0.063914999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023513337350812593 -0.0018506429890972006 0.0068465083082770795 leaf_weight=2.7426135928108115 97.495846431411337 34.775577529653674 leaf_count=192 2166 443 internal_value=0 0.000436589 internal_weight=0 132.271 internal_count=2801 2609 is_linear=0 shrinkage=0.0224292 Tree=6993 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=3.3783 6.92668 4.09373 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=-0.00021431363570985045 8.9319059801201669e-06 0.00014107017476954034 0.00027102125820727786 leaf_weight=31.856586962025176 75.717172470787773 15.882265934400492 13.577887297884443 leaf_count=1285 1113 146 257 internal_value=0 -9.60717e-05 4.88337e-05 internal_weight=0 47.7389 89.2951 internal_count=2801 1431 1370 is_linear=0 shrinkage=0.000439788 Tree=6994 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=3.21179 6.93996 3.80598 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=-0.00021160973996520529 1.0223090722812901e-05 0.00014439364207596725 0.00026336206121722324 leaf_weight=31.71785353787709 75.805698901647702 15.879316279664634 13.520874999914666 leaf_count=1285 1113 146 257 internal_value=0 -9.283e-05 4.85874e-05 internal_weight=0 47.5972 89.3266 internal_count=2801 1431 1370 is_linear=0 shrinkage=0.000439788 Tree=6995 num_leaves=4 num_cat=0 split_feature=1 0 39 split_gain=3.18018 6.91897 3.89695 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=-0.00021000904015877115 1.0958233397391013e-05 0.00014534155410757778 0.00026738790065847673 leaf_weight=31.610390871264826 75.447626223874977 15.921679606981341 13.497105185932012 leaf_count=1285 1113 146 257 internal_value=0 -9.09677e-05 4.99197e-05 internal_weight=0 47.5321 88.9447 internal_count=2801 1431 1370 is_linear=0 shrinkage=0.000439788 Tree=6996 num_leaves=4 num_cat=0 split_feature=133 43 43 split_gain=4.1014 3.50535 0.0526979 threshold=0.11534000000000001 -0.51323999999999992 -0.043814999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020239594566049568 -0.019404574224261176 -0.00026331297384539693 -0.025261580868517406 leaf_weight=4.3168937252485184 2.3767397065530531 128.97047772780934 1.8256300037755853 leaf_count=29 176 2439 179 internal_value=0 0.000403536 -0.0220518 internal_weight=0 133.287 4.20237 internal_count=2823 2468 355 is_linear=0 shrinkage=0.0224292 Tree=6997 num_leaves=4 num_cat=0 split_feature=133 155 43 split_gain=4.04644 3.40249 0.0551246 threshold=0.11534000000000001 0.083500000000000005 -0.043814999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0443883166464522e-05 -0.00037654142878720278 -0.00038736507886935715 -0.00049308097597152475 leaf_weight=130.17487377309953 2.384699750575237 4.0619939988828255 1.8221210667397816 leaf_count=2290 176 178 179 internal_value=0 8.05029e-06 -0.000429018 internal_weight=0 134.237 4.20682 internal_count=2823 2468 355 is_linear=0 shrinkage=0.000439788 Tree=6998 num_leaves=4 num_cat=0 split_feature=133 43 4 split_gain=3.96324 3.38784 0.0603493 threshold=0.11534000000000001 -0.51323999999999992 -0.029904999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038751800095029036 -0.00046848182520277859 -6.5892150721443937e-06 -0.00034302217882196289 leaf_weight=4.3405028331326312 2.7438118519203272 130.54828868379627 1.4555498724948837 leaf_count=29 253 2439 102 internal_value=0 6.14556e-06 -0.000426745 internal_weight=0 134.889 4.19936 internal_count=2823 2468 355 is_linear=0 shrinkage=0.000439788 Tree=6999 num_leaves=4 num_cat=0 split_feature=133 43 43 split_gain=4.02075 3.29063 0.0541526 threshold=0.11534000000000001 -0.51323999999999992 -0.043814999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038600430561976779 -0.00037750298784556847 -5.525655345743891e-06 -0.00049361937228251714 leaf_weight=4.2696854207315473 2.3742233550874516 129.98845308276941 1.8113321426353639 leaf_count=29 176 2439 179 internal_value=0 6.97891e-06 -0.000429766 internal_weight=0 134.258 4.18556 internal_count=2823 2468 355 is_linear=0 shrinkage=0.000439788 Tree=7000 num_leaves=3 num_cat=0 split_feature=149 45 split_gain=3.33611 3.46256 threshold=0.091325000000000003 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019489481138460828 -0.021343593875430437 -0.021213856178742354 leaf_weight=131.53614747328538 3.3121852883487 3.3098405960481605 leaf_count=2755 55 50 internal_value=0 0.00137749 internal_weight=0 134.846 internal_count=2860 2805 is_linear=0 shrinkage=0.0224292 Tree=7001 num_leaves=4 num_cat=0 split_feature=129 133 43 split_gain=3.23169 3.04131 1.73947 threshold=0.08956500000000002 0.092925000000000021 -0.063769999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022713402150134287 -0.0046245259945425577 -0.01090552361780526 -0.037377252810436926 leaf_weight=125.40761334144554 1.6205466160172366 9.4587927424872742 1.6361083905721887 leaf_count=2242 71 460 87 internal_value=0 0.00134577 -0.0212011 internal_weight=0 134.866 3.25666 internal_count=2860 2702 158 is_linear=0 shrinkage=0.0224292 Tree=7002 num_leaves=3 num_cat=0 split_feature=149 45 split_gain=3.20818 3.32389 threshold=0.091325000000000003 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018883540257414622 -0.021020515893135725 -0.020833301425278408 leaf_weight=131.46973121074188 3.2914394275285295 3.3016538340598336 leaf_count=2755 55 50 internal_value=0 0.00132884 internal_weight=0 134.771 internal_count=2860 2805 is_linear=0 shrinkage=0.0224292 Tree=7003 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=3.06871 3.55826 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2646232232789252e-05 -0.00039622324903410108 0.00045326503123002785 leaf_weight=133.8107046038167 3.4209064762108019 3.6222846864984595 leaf_count=2702 51 107 internal_value=0 2.43208e-05 internal_weight=0 137.433 internal_count=2860 2809 is_linear=0 shrinkage=0.000439788 Tree=7004 num_leaves=4 num_cat=0 split_feature=47 15 15 split_gain=3.5446 4.7301 4.26612 threshold=0.088995000000000005 -0.09547499999999999 -0.063834999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023013229517990171 -0.00023935637104214417 8.9441522239112642e-06 0.00018717088893656445 leaf_weight=23.473104705306469 17.939097675523957 91.671680231454957 6.0522393720457321 leaf_count=422 280 2077 73 internal_value=0 5.40656e-05 -0.000131694 internal_weight=0 115.145 23.9913 internal_count=2852 2499 353 is_linear=0 shrinkage=0.000439788 Tree=7005 num_leaves=4 num_cat=0 split_feature=47 15 15 split_gain=3.4374 4.71921 4.41714 threshold=0.088995000000000005 -0.09547499999999999 -0.063834999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022862655665841647 -0.00024016088205372675 7.6606305547619176e-06 0.00019445889184523834 leaf_weight=23.468801717506722 17.882093008076485 91.602824135159608 6.0358452213404226 leaf_count=422 280 2077 73 internal_value=0 5.2757e-05 -0.000130414 internal_weight=0 115.072 23.9179 internal_count=2852 2499 353 is_linear=0 shrinkage=0.000439788 Tree=7006 num_leaves=4 num_cat=0 split_feature=47 15 15 split_gain=3.33257 4.60974 4.50908 threshold=0.088995000000000005 -0.09547499999999999 -0.063834999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022937836165549686 -0.00023415803954889019 1.1761950607386659e-05 0.00020427386148551019 leaf_weight=23.654756855983578 17.97082776227035 91.969488198086765 6.0507797162572379 leaf_count=422 280 2077 73 internal_value=0 5.63131e-05 -0.000123647 internal_weight=0 115.624 24.0216 internal_count=2852 2499 353 is_linear=0 shrinkage=0.000439788 Tree=7007 num_leaves=4 num_cat=0 split_feature=47 15 15 split_gain=3.46681 4.58583 4.5211 threshold=0.088995000000000005 -0.09547499999999999 -0.063834999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011653155510296638 -0.012331553895501609 0.00049547822819796144 0.010172853777556737 leaf_weight=23.25893765262299 17.747498767515939 90.879374519579869 5.9940410750277797 leaf_count=422 280 2077 73 internal_value=0 0.00277074 -0.00664624 internal_weight=0 114.138 23.7415 internal_count=2852 2499 353 is_linear=0 shrinkage=0.0224292 Tree=7008 num_leaves=3 num_cat=0 split_feature=394 483 split_gain=2.75004 2.64111 threshold=-0.084129999999999996 0.088030000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020961673309880788 0.0006006190938057385 -0.01421585138272065 leaf_weight=3.2318782623769939 130.12572663940955 6.3284679009520906 leaf_count=135 2471 257 internal_value=0 -8.8431e-05 internal_weight=0 136.454 internal_count=2863 2728 is_linear=0 shrinkage=0.0224292 Tree=7009 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=2.85588 2.70753 threshold=-1.0000000180025095e-35 0.082375000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003709054861397542 -4.0943747543548246e-05 0.00017719566483099318 leaf_weight=3.6540371800074345 126.60234193927317 12.033747424022293 leaf_count=93 2668 102 internal_value=0 -2.19872e-05 internal_weight=0 138.636 internal_count=2863 2770 is_linear=0 shrinkage=0.000439788 Tree=7010 num_leaves=3 num_cat=0 split_feature=394 483 split_gain=2.69327 2.55876 threshold=-0.084129999999999996 0.088030000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040498379102397916 1.1336623436649305e-05 -0.00027247828198525111 leaf_weight=3.2634127639175849 131.61699189919455 6.4256421465761369 leaf_count=135 2471 257 internal_value=0 -1.91031e-06 internal_weight=0 138.043 internal_count=2863 2728 is_linear=0 shrinkage=0.000439788 Tree=7011 num_leaves=4 num_cat=0 split_feature=1429 9 157 split_gain=4.28694 2.52523 0.528053 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.07056999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033050254579835621 0.00036566695411346608 -8.090703124512124e-06 -0.00070139361903062876 leaf_weight=1.5230522680867582 3.5696398681029669 135.73339070546353 1.55894498649286 leaf_count=58 91 2633 81 internal_value=0 1.53563e-06 -0.000521271 internal_weight=0 139.303 3.082 internal_count=2863 2724 139 is_linear=0 shrinkage=0.000439788 Tree=7012 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=3.05578 3.08232 threshold=-0.40775499999999992 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025694015188438939 -0.0012203168307582666 0.012783063570289575 leaf_weight=2.4152121931110733 125.25760785879174 8.4211744579079078 leaf_count=108 2636 148 internal_value=0 -0.000336466 internal_weight=0 133.679 internal_count=2892 2784 is_linear=0 shrinkage=0.0224292 Tree=7013 num_leaves=4 num_cat=0 split_feature=47 0 49 split_gain=3.03705 3.94014 3.50632 threshold=0.088995000000000005 -0.040504999999999992 -0.083659999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078645222526231347 -0.01267941114232919 0.011226874121512227 0.0025461645744312817 leaf_weight=19.687315723742358 18.596065812896999 4.2467777244746676 93.449868670079013 leaf_count=200 333 43 2316 internal_value=0 -0.00822926 0.000733551 internal_weight=0 22.8428 113.137 internal_count=2892 376 2516 is_linear=0 shrinkage=0.0224292 Tree=7014 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=2.98107 2.95811 threshold=-0.40775499999999992 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025647138187698978 -0.0011761076260514475 0.012587195382158748 leaf_weight=2.3590930346981613 125.21296307326702 8.362622116430428 leaf_count=108 2636 148 internal_value=0 -0.000312768 internal_weight=0 133.576 internal_count=2892 2784 is_linear=0 shrinkage=0.0224292 Tree=7015 num_leaves=4 num_cat=0 split_feature=13 39 48 split_gain=2.96963 4.33097 4.03652 threshold=-0.09547499999999999 0.0047850000000000011 0.036755000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012323685261102559 -0.0042751133416643683 0.0087604084420458573 -0.0048892042407936995 leaf_weight=17.645410240606001 92.116097582991642 14.876701409957603 11.185216012876479 leaf_count=233 2231 292 136 internal_value=0 -0.00246136 0.0056469 internal_weight=0 106.993 28.8306 internal_count=2892 2523 369 is_linear=0 shrinkage=0.0224292 Tree=7016 num_leaves=4 num_cat=0 split_feature=484 1 48 split_gain=2.60121 3.18547 2.60312 threshold=-0.0048899999999999994 0.097070000000000004 0.14177500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026049053451713503 0.0018748568538599288 0.0015128431919521079 -0.016478918045594607 leaf_weight=3.9871578690072038 124.53770077764057 4.4515327507688198 3.9937663671953478 leaf_count=365 2337 80 42 internal_value=0 -0.0115392 0.0013022 internal_weight=0 8.43869 128.531 internal_count=2824 445 2379 is_linear=0 shrinkage=0.0224292 Tree=7017 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=2.72665 2.68402 threshold=-0.40187499999999993 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024299344478126938 -0.011393545408133619 0.0017169004614979479 leaf_weight=2.1758727665219331 8.357275719426978 126.35396025553928 leaf_count=222 444 2158 internal_value=0 0.000902049 internal_weight=0 134.711 internal_count=2824 2602 is_linear=0 shrinkage=0.0224292 Tree=7018 num_leaves=4 num_cat=0 split_feature=484 1 48 split_gain=2.40508 3.17086 2.48914 threshold=-0.0048899999999999994 0.097070000000000004 0.14177500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025975079576748768 0.0018049605218460412 0.0017323632248042809 -0.01614226797746688 leaf_weight=3.8715323412397975 124.48504200794559 4.454699838446686 3.9939142517760038 leaf_count=365 2337 80 42 internal_value=0 -0.011181 0.00124474 internal_weight=0 8.32623 128.479 internal_count=2824 445 2379 is_linear=0 shrinkage=0.0224292 Tree=7019 num_leaves=3 num_cat=0 split_feature=160 484 split_gain=2.66047 2.48321 threshold=-0.40187499999999993 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024259882981232692 -0.011038487534379074 0.0016506412001883936 leaf_weight=2.1338910393715187 8.2470218607850239 126.34379212747444 leaf_count=222 444 2158 internal_value=0 0.000871662 internal_weight=0 134.591 internal_count=2824 2602 is_linear=0 shrinkage=0.0224292 Tree=7020 num_leaves=4 num_cat=0 split_feature=484 132 1 split_gain=3.71159 3.75833 1.24481 threshold=0.096415000000000015 0.097230000000000025 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3176288943552775e-05 -0.0006769139560200702 -0.00041705896232957328 -0.00017558607570391605 leaf_weight=129.98333191083657 1.8313105185079614 3.66861699677247 2.024178441031836 leaf_count=2526 125 141 47 internal_value=0 2.076e-05 -0.000415873 internal_weight=0 133.652 3.85549 internal_count=2839 2667 172 is_linear=0 shrinkage=0.000439788 Tree=7021 num_leaves=4 num_cat=0 split_feature=484 132 1 split_gain=3.63304 3.73068 1.28261 threshold=0.096415000000000015 0.097230000000000025 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3562290703407501e-05 -0.00067737853916298473 -0.00041633909620670016 -0.00016833555145060014 leaf_weight=129.71472769666434 1.8199059155558637 3.6465282193239537 2.0324984948383644 leaf_count=2526 125 141 47 internal_value=0 2.12027e-05 -0.000410966 internal_weight=0 133.361 3.8524 internal_count=2839 2667 172 is_linear=0 shrinkage=0.000439788 Tree=7022 num_leaves=4 num_cat=0 split_feature=484 132 1 split_gain=3.62357 3.71289 1.26554 threshold=0.096415000000000015 0.097230000000000025 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9388878295009621e-05 -0.00067588627393597221 -0.00041660876604277506 -0.00017138290590243361 leaf_weight=130.37284154269582 1.8413599778577912 3.6939700725197318 2.0271407066611573 leaf_count=2526 125 141 47 internal_value=0 1.70426e-05 -0.00041366 internal_weight=0 134.067 3.8685 internal_count=2839 2667 172 is_linear=0 shrinkage=0.000439788 Tree=7023 num_leaves=4 num_cat=0 split_feature=484 132 1 split_gain=3.68026 3.75691 1.22833 threshold=0.096415000000000015 0.097230000000000025 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016816775503412712 -0.034747108441601678 -0.021516638912019131 -0.0090951461187427519 leaf_weight=128.15645926912839 1.7885163875798746 3.5918122687507994 1.9931860510841941 leaf_count=2526 125 141 47 internal_value=0 0.0010462 -0.0213406 internal_weight=0 131.748 3.7817 internal_count=2839 2667 172 is_linear=0 shrinkage=0.0224292 Tree=7024 num_leaves=4 num_cat=0 split_feature=4 4 16 split_gain=3.03884 5.69693 2.65049 threshold=0.0063000000000000009 -0.0017649999999999999 -0.074254999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014268686755504797 -0.00070508059003615261 -0.01919443469271 0.0095739902530208656 leaf_weight=69.403615900762816 33.714873874199839 10.426316563170984 20.147568680462427 leaf_count=1839 525 182 275 internal_value=0 -0.00375146 0.0031419 internal_weight=0 79.8299 53.8624 internal_count=2821 2021 800 is_linear=0 shrinkage=0.0224292 Tree=7025 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.34943 5.39681 2.74415 threshold=0.10100500000000003 0.092825000000000005 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010939400142599156 0.00017006084970271344 0.00020448832836122974 -5.1835960970519828e-05 leaf_weight=78.083029689070827 26.630001573532354 12.239592744430409 18.08916762334411 leaf_count=1953 493 168 207 internal_value=0 -6.68257e-05 8.03185e-05 internal_weight=0 90.3226 44.7192 internal_count=2821 2121 700 is_linear=0 shrinkage=0.000439788 Tree=7026 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=3.07287 5.43486 2.81454 threshold=0.10100500000000003 0.092825000000000005 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0055252377711668479 0.008576500622638485 0.010606208759447715 -0.0029683358558564121 leaf_weight=77.427716398276971 26.188434046198381 12.137918928550787 17.851960799838707 leaf_count=1953 493 168 207 internal_value=0 -0.00333731 0.00389749 internal_weight=0 89.5656 44.0404 internal_count=2821 2121 700 is_linear=0 shrinkage=0.0224292 Tree=7027 num_leaves=4 num_cat=0 split_feature=1 48 3 split_gain=2.93979 5.19932 2.69699 threshold=0.10100500000000003 0.092825000000000005 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0054071063926716271 0.0084043911493715713 0.010378224812822932 -0.0028991062055429505 leaf_weight=77.346082164134714 26.126421242035576 12.126880600291768 17.868557688736473 leaf_count=1953 493 168 207 internal_value=0 -0.00326586 0.00381421 internal_weight=0 89.473 43.995 internal_count=2821 2121 700 is_linear=0 shrinkage=0.0224292 Tree=7028 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=2.81972 3.28708 0.897003 threshold=-0.4290699999999999 -0.40686499999999998 0.085535000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024308803371957285 0.023342763897170431 -0.0005093207613262675 -0.0029999719239380621 leaf_weight=3.198202684900024 2.9560839610639951 126.09300435158366 1.4465778914745895 leaf_count=204 31 2548 65 internal_value=0 4.04227e-05 -0.0177118 internal_weight=0 129.049 4.64478 internal_count=2848 2579 269 is_linear=0 shrinkage=0.0224292 Tree=7029 num_leaves=3 num_cat=0 split_feature=1429 39 split_gain=3.51239 2.80501 threshold=-1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049519988001234445 -2.7150082224765143e-05 0.00016087657400600374 leaf_weight=2.8357119148640768 115.5487960067876 17.676158039292204 leaf_count=133 2378 337 internal_value=0 -2.18341e-06 internal_weight=0 133.225 internal_count=2848 2715 is_linear=0 shrinkage=0.000439788 Tree=7030 num_leaves=4 num_cat=0 split_feature=150 15 457 split_gain=2.75836 6.40178 4.32479 threshold=0.081245000000000026 -0.096544999999999978 -0.098834999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.021780117715835799 0.025572561691681785 -7.2666386850567583e-05 -0.0030907769196444296 leaf_weight=3.6241354658268383 6.2889344396462574 21.888437642963254 101.87141157898077 leaf_count=30 47 321 2450 internal_value=0 0.00566455 -0.00223259 internal_weight=0 28.1774 105.496 internal_count=2848 368 2480 is_linear=0 shrinkage=0.0224292 Tree=7031 num_leaves=3 num_cat=0 split_feature=1429 39 split_gain=3.57138 2.80111 threshold=-1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049669318354029644 -2.7164671507505349e-05 0.00016154049013395415 leaf_weight=2.8682101151935049 115.38674292303767 17.505426661882666 leaf_count=133 2378 337 internal_value=0 -2.28756e-06 internal_weight=0 132.892 internal_count=2848 2715 is_linear=0 shrinkage=0.000439788 Tree=7032 num_leaves=4 num_cat=0 split_feature=0 1186 13 split_gain=4.37232 4.8709 3.37776 threshold=-0.077944999999999987 0.085080000000000003 -0.41692999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.285227476478742e-05 0.00047456637611003938 0.00040010585129877588 7.7896297330674961e-05 leaf_weight=82.74535596640635 4.5457361380103967 4.4185813030926502 46.083391785461572 leaf_count=1805 33 52 973 internal_value=0 -4.87944e-05 0.000113677 internal_weight=0 87.1639 50.6291 internal_count=2863 1857 1006 is_linear=0 shrinkage=0.000439788 Tree=7033 num_leaves=4 num_cat=0 split_feature=0 1186 13 split_gain=4.20707 4.94354 3.26856 threshold=-0.077944999999999987 0.085080000000000003 -0.41692999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0037395994062185407 0.023984995290961684 0.020704708841183493 0.0038927806833472631 leaf_weight=81.487131591326033 4.4563991845352566 4.3671775837428859 45.47811559116235 leaf_count=1805 33 52 973 internal_value=0 -0.00249186 0.00569439 internal_weight=0 85.8543 49.9345 internal_count=2863 1857 1006 is_linear=0 shrinkage=0.0224292 Tree=7034 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=4.52777 5.15002 3.22472 threshold=-0.077944999999999987 -0.099244999999999986 -0.41692999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0506257547764697e-05 0.00046578904292650408 -0.000205312756432705 7.6118617239261878e-05 leaf_weight=59.279949639261758 4.4858448836603193 29.111551910194976 46.746015317243291 leaf_count=614 33 1243 973 internal_value=0 -5.3895e-05 0.000110399 internal_weight=0 88.3915 51.2319 internal_count=2863 1857 1006 is_linear=0 shrinkage=0.000439788 Tree=7035 num_leaves=4 num_cat=0 split_feature=0 1186 13 split_gain=4.03129 4.71844 3.18641 threshold=-0.077944999999999987 0.085080000000000003 -0.41692999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036601871624458303 0.023763997300687168 0.02021624039018223 0.0038061904967264821 leaf_weight=81.516222295656917 4.3975170668854835 4.3689817205304271 45.491805202997057 leaf_count=1805 33 52 973 internal_value=0 -0.00244137 0.0055738 internal_weight=0 85.8852 49.8893 internal_count=2863 1857 1006 is_linear=0 shrinkage=0.0224292 Tree=7036 num_leaves=4 num_cat=0 split_feature=150 15 457 split_gain=4.04422 5.86371 5.1873 threshold=0.084800000000000014 -0.033939999999999991 -0.098834999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.026115356534475956 0.016323501228869851 -0.0081476715399471638 -0.0016303242039131193 leaf_weight=3.4827441124944007 17.343587659612243 6.8634205753915003 105.98408748068323 leaf_count=25 195 127 2463 internal_value=0 0.00938423 -0.000743181 internal_weight=0 24.207 109.467 internal_count=2810 322 2488 is_linear=0 shrinkage=0.0224292 Tree=7037 num_leaves=4 num_cat=0 split_feature=150 15 457 split_gain=3.99168 5.62968 5.05153 threshold=0.084800000000000014 -0.033939999999999991 -0.098834999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050383961949574416 0.00031209266063598768 -0.00015497931130477731 -3.4339683567822237e-05 leaf_weight=3.4633078160695723 17.459163477149563 6.9725806933129197 107.69142333890704 leaf_count=25 195 127 2463 internal_value=0 0.000178778 -1.74877e-05 internal_weight=0 24.4317 111.155 internal_count=2810 322 2488 is_linear=0 shrinkage=0.000439788 Tree=7038 num_leaves=4 num_cat=0 split_feature=150 15 457 split_gain=3.88184 5.63532 5.00122 threshold=0.084800000000000014 -0.033939999999999991 -0.098834999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025777185479298359 0.016046629987105068 -0.0079631974338794289 -0.0015962767579397817 leaf_weight=3.4484577617840833 17.242392516331169 6.8634260693797833 106.00497979138163 leaf_count=25 195 127 2463 internal_value=0 0.00920964 -0.000729499 internal_weight=0 24.1058 109.453 internal_count=2810 322 2488 is_linear=0 shrinkage=0.0224292 Tree=7039 num_leaves=3 num_cat=0 split_feature=0 4 split_gain=3.47379 3.93526 threshold=-0.23033499999999998 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023362044524656686 -3.106288461948067e-05 0.00020491690664449635 leaf_weight=13.574272519967051 106.39870779863122 15.663357806362908 leaf_count=95 2416 299 internal_value=0 -7.53962e-07 internal_weight=0 122.062 internal_count=2810 2715 is_linear=0 shrinkage=0.000439788 Tree=7040 num_leaves=3 num_cat=0 split_feature=1429 48 split_gain=4.16433 3.37305 threshold=-1.0000000180025095e-35 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004919936304720509 -0.0003936148280979095 4.5405145879042254e-05 leaf_weight=2.959225702645198 3.4572859923355272 128.72860985728767 leaf_count=127 37 2657 internal_value=0 3.38675e-05 internal_weight=0 132.186 internal_count=2821 2694 is_linear=0 shrinkage=0.000439788 Tree=7041 num_leaves=4 num_cat=0 split_feature=402 33 12 split_gain=2.77046 2.87477 1.96193 threshold=-1.0000000180025095e-35 -0.007134999999999999 0.083885000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065307125021807693 -0.018380900337014078 0.0024266005800703564 -0.023883154683834968 leaf_weight=1.5021465491736297 3.4139182324288404 123.94431047161925 3.6064278413759894 leaf_count=18 43 2422 338 internal_value=0 0.00186617 -0.0149491 internal_weight=0 127.358 5.10857 internal_count=2821 2465 356 is_linear=0 shrinkage=0.0224292 Tree=7042 num_leaves=3 num_cat=0 split_feature=48 402 split_gain=3.39772 2.88679 threshold=-0.095559999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020680682873306787 -0.014844501814364783 0.0024563295196464909 leaf_weight=3.4609126700088373 5.0307454455905818 123.87949948270398 leaf_count=41 356 2424 internal_value=0 0.00177906 internal_weight=0 128.91 internal_count=2821 2780 is_linear=0 shrinkage=0.0224292 Tree=7043 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=3.253 2.86706 threshold=-0.095559999999999992 -0.20684999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020255609681283503 0.021429837128011425 0.0011711336472536615 leaf_weight=3.454758684267289 3.5968042255844912 125.26864592614584 leaf_count=41 24 2756 internal_value=0 0.00173967 internal_weight=0 128.865 internal_count=2821 2780 is_linear=0 shrinkage=0.0224292 Tree=7044 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=3.90105 5.06311 2.60021 threshold=-0.12032499999999997 0.087945000000000009 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.014352149696051248 0.00067246755362855202 -0.011853112224512775 -0.0023966643574482097 leaf_weight=14.414054310953363 92.563992526873335 19.668453669932205 6.8813568990444756 leaf_count=146 2226 329 144 internal_value=0 -0.00152425 0.00894267 internal_weight=0 112.232 21.2954 internal_count=2845 2555 290 is_linear=0 shrinkage=0.0224292 Tree=7045 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=3.74076 4.8478 2.50486 threshold=-0.12032499999999997 0.087945000000000009 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01410980774936795 0.00065735911181957567 -0.011607613973351846 -0.0023424543529459961 leaf_weight=14.33401558075275 92.567989537605172 19.634749716584338 6.8831144601281258 leaf_count=146 2226 329 144 internal_value=0 -0.00149054 0.00877517 internal_weight=0 112.203 21.2171 internal_count=2845 2555 290 is_linear=0 shrinkage=0.0224292 Tree=7046 num_leaves=4 num_cat=0 split_feature=3 47 11 split_gain=3.58679 4.64134 2.42136 threshold=-0.12032499999999997 0.087945000000000009 0.087830000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01288000536800955 0.00064259061144952584 -0.011366523665264198 -0.0048586112701420742 leaf_weight=16.052633989413156 92.571906067547388 19.602258863960742 5.0882749310112549 leaf_count=189 2226 329 101 internal_value=0 -0.00145756 0.00861007 internal_weight=0 112.174 21.1409 internal_count=2845 2555 290 is_linear=0 shrinkage=0.0224292 Tree=7047 num_leaves=4 num_cat=0 split_feature=3 47 0 split_gain=3.4384 4.4434 2.29476 threshold=-0.12032499999999997 0.087945000000000009 -0.099244999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002596464828606967 0.00062815439314142232 -0.011129800205168809 0.01340052225255947 leaf_weight=6.5283107025024973 92.575743996058009 19.570936553209322 14.541324336809337 leaf_count=92 2226 329 198 internal_value=0 -0.00142529 0.00844608 internal_weight=0 112.147 21.0696 internal_count=2845 2555 290 is_linear=0 shrinkage=0.0224292 Tree=7048 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=6.56723 6.27037 1.69864 threshold=0.16377000000000003 0.14114500000000005 -0.24136499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001553277738230173 -0.0026224374509106843 0.028025809549752957 -0.027222809663638128 leaf_weight=125.54856800081689 1.9015859228238694 4.0826225462369612 5.5151285508145511 leaf_count=2489 92 27 245 internal_value=0 0.000736209 -0.0209384 internal_weight=0 129.631 7.41671 internal_count=2853 2516 337 is_linear=0 shrinkage=0.0224292 Tree=7049 num_leaves=4 num_cat=0 split_feature=159 50 12 split_gain=4.4326 2.90012 1.21757 threshold=-1.0000000180025095e-35 0.099210000000000007 0.012345000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015995672940119393 -3.5197645878059613e-06 0.00030308763103219786 -0.00050495355877640778 leaf_weight=4.1337560751708216 124.13732387816708 6.248930470988852 3.822708804076683 leaf_count=70 2206 199 378 internal_value=0 1.1217e-05 -0.000326524 internal_weight=0 130.386 7.95646 internal_count=2853 2405 448 is_linear=0 shrinkage=0.000439788 Tree=7050 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=6.54377 5.89269 1.6295 threshold=0.16377000000000003 0.14114500000000005 -0.24136499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.3918563555656408e-06 -6.2670389841411941e-05 0.00053190091390384895 -0.00052847393518014253 leaf_weight=128.35080028056109 1.9694762967264976 4.0856846594251683 5.5760992516698016 leaf_count=2489 92 27 245 internal_value=0 1.31963e-05 -0.000407359 internal_weight=0 132.436 7.54558 internal_count=2853 2516 337 is_linear=0 shrinkage=0.000439788 Tree=7051 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=6.35183 6.046 1.67167 threshold=0.16377000000000003 0.14114500000000005 -0.24136499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015162819738207071 -0.0025785938002507317 0.027645548539183811 -0.027023761123234725 leaf_weight=125.62521798778107 1.9027431100548708 4.0445909267291418 5.4334560191346091 leaf_count=2489 92 27 245 internal_value=0 0.000719348 -0.0207067 internal_weight=0 129.67 7.3362 internal_count=2853 2516 337 is_linear=0 shrinkage=0.0224292 Tree=7052 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=3.47056 4.03651 threshold=-0.40148999999999996 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051196805949943415 -4.937751242061251e-06 0.00022736627617260288 leaf_weight=2.3585771169891805 115.63180507679863 16.516686040835339 leaf_count=105 2441 320 internal_value=0 2.41256e-05 internal_weight=0 132.148 internal_count=2866 2761 is_linear=0 shrinkage=0.000439788 Tree=7053 num_leaves=3 num_cat=0 split_feature=51 39 split_gain=3.31623 3.5992 threshold=-0.40148999999999996 0.0047850000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026096399342131794 -0.00017462916483370708 0.011196959909727531 leaf_weight=2.255177479099074 113.83511060881938 15.946702656292471 leaf_count=105 2441 320 internal_value=0 0.00122408 internal_weight=0 129.782 internal_count=2866 2761 is_linear=0 shrinkage=0.0224292 Tree=7054 num_leaves=4 num_cat=0 split_feature=123 49 1 split_gain=3.28185 4.38018 1.26308 threshold=1.0000000180025095e-35 -0.085934999999999984 0.086245000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002306426517913856 -2.6218522990696793e-05 2.3474671054590973e-05 0.00031932830678563657 leaf_weight=14.914909871527923 2.6641220843885085 107.946976133313 8.7600930513581243 leaf_count=160 31 2455 220 internal_value=0 -7.40513e-06 0.000238838 internal_weight=0 122.862 11.4242 internal_count=2866 2615 251 is_linear=0 shrinkage=0.000439788 Tree=7055 num_leaves=3 num_cat=0 split_feature=150 457 split_gain=3.19655 4.10614 threshold=-0.09547499999999999 -0.0015249999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.015793315562720022 -0.015933423520531682 0.00096673622809361533 leaf_weight=6.7121856590965754 7.6873423734796225 117.54743225750644 leaf_count=60 203 2603 internal_value=0 -7.29242e-05 internal_weight=0 125.235 internal_count=2866 2806 is_linear=0 shrinkage=0.0224292 Tree=7056 num_leaves=3 num_cat=0 split_feature=160 456 split_gain=3.25639 2.67236 threshold=-0.40187499999999993 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047659253931808918 4.1749335248365299e-05 -0.00030815026084597246 leaf_weight=2.4717800683574742 134.29787162148568 4.3398506958692442 leaf_count=234 2500 132 internal_value=0 3.07553e-05 internal_weight=0 138.638 internal_count=2866 2632 is_linear=0 shrinkage=0.000439788 Tree=7057 num_leaves=3 num_cat=0 split_feature=160 456 split_gain=3.24292 2.63022 threshold=-0.40187499999999993 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047659494441919915 4.0844220041488323e-05 -0.00030681939783245194 leaf_weight=2.4692785828447077 134.28716436620016 4.3260489795793537 leaf_count=234 2500 132 internal_value=0 2.99531e-05 internal_weight=0 138.613 internal_count=2866 2632 is_linear=0 shrinkage=0.000439788 Tree=7058 num_leaves=3 num_cat=0 split_feature=160 456 split_gain=3.31353 2.59975 threshold=-0.40187499999999993 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047642006140264845 4.2547930734810503e-05 -0.00030257921604785059 leaf_weight=2.5076572593134179 134.94719178395462 4.3388324120242023 leaf_count=234 2500 132 internal_value=0 3.1757e-05 internal_weight=0 139.286 internal_count=2866 2632 is_linear=0 shrinkage=0.000439788 Tree=7059 num_leaves=3 num_cat=0 split_feature=160 456 split_gain=3.25957 2.56245 threshold=-0.40187499999999993 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047660001981051324 4.0364765277581378e-05 -0.00030141579664498861 leaf_weight=2.4853993155629714 134.87111761497363 4.3616077863698584 leaf_count=234 2500 132 internal_value=0 2.96183e-05 internal_weight=0 139.233 internal_count=2866 2632 is_linear=0 shrinkage=0.000439788 Tree=7060 num_leaves=3 num_cat=0 split_feature=483 1 split_gain=2.62286 2.27467 threshold=-0.06916499999999999 0.12700000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019948414053113987 0.00072782563709172029 0.0106681160548998 leaf_weight=2.8661898481659582 123.19637697000508 12.764067164040169 leaf_count=173 2423 260 internal_value=0 0.00166239 internal_weight=0 135.96 internal_count=2856 2683 is_linear=0 shrinkage=0.0224292 Tree=7061 num_leaves=3 num_cat=0 split_feature=483 13 split_gain=2.53159 2.19677 threshold=-0.06916499999999999 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019718581087796401 0.012742730692830028 0.00089429929847627612 leaf_weight=2.8351375382189863 8.3711990618030523 127.54142492765095 leaf_count=173 79 2604 internal_value=0 0.00162576 internal_weight=0 135.913 internal_count=2856 2683 is_linear=0 shrinkage=0.0224292 Tree=7062 num_leaves=3 num_cat=0 split_feature=483 1 split_gain=2.44304 2.18418 threshold=-0.06916499999999999 0.12700000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019486829267344359 0.00067625609733404845 0.010440941452308762 leaf_weight=2.8050782718419205 123.16708273468976 12.694713827295343 leaf_count=173 2423 260 internal_value=0 0.00158999 internal_weight=0 135.862 internal_count=2856 2683 is_linear=0 shrinkage=0.0224292 Tree=7063 num_leaves=3 num_cat=0 split_feature=483 42 split_gain=2.38709 2.16465 threshold=-0.06916499999999999 0.10258000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037705200520679063 4.5300100703915262e-05 -0.00017609043931582293 leaf_weight=2.8178716113616238 127.90375919797225 9.1344722680951218 leaf_count=173 2365 318 internal_value=0 3.05205e-05 internal_weight=0 137.038 internal_count=2856 2683 is_linear=0 shrinkage=0.000439788 Tree=7064 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=6.62581 4.34036 0.88182 threshold=-0.4945199999999999 -0.060324999999999997 0.093670000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014182429696246942 -0.0012310341930693543 0.0088686156684351942 -0.032616427583801837 leaf_weight=2.396393413655459 103.15348943755089 26.99156331368431 2.9856855542166159 leaf_count=49 2341 381 88 internal_value=0 0.000864586 -0.0244878 internal_weight=0 130.145 5.38208 internal_count=2859 2722 137 is_linear=0 shrinkage=0.0224292 Tree=7065 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=6.31025 4.31731 0.875189 threshold=-0.4945199999999999 -0.060324999999999997 0.093670000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026814598067069413 -2.3476262055485398e-05 0.00017308048551283945 -0.00062823699082803421 leaf_weight=2.4082648362964383 103.95098451742524 27.266832105211506 2.9604759634239599 leaf_count=49 2341 381 88 internal_value=0 1.73871e-05 -0.000468233 internal_weight=0 131.218 5.36874 internal_count=2859 2722 137 is_linear=0 shrinkage=0.000439788 Tree=7066 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=6.12773 4.45269 0.886053 threshold=-0.4945199999999999 -0.060324999999999997 0.09167500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002609782048914425 -2.6182047288902165e-05 0.00017281628167304186 -0.00062287503412722844 leaf_weight=2.402042980073019 104.94021102197803 27.412469142785994 2.97991392982658 leaf_count=47 2341 381 90 internal_value=0 1.50528e-05 -0.000462849 internal_weight=0 132.353 5.38196 internal_count=2859 2722 137 is_linear=0 shrinkage=0.000439788 Tree=7067 num_leaves=4 num_cat=0 split_feature=4 0 2 split_gain=6.36957 4.15923 0.866877 threshold=-0.4945199999999999 -0.060324999999999997 0.093670000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013894963888522294 -0.0012048605457098327 0.0086887194163951156 -0.032234678567390332 leaf_weight=2.387991572264581 103.19472360608415 26.941130837192759 2.9505323066841811 leaf_count=49 2341 381 88 internal_value=0 0.000844313 -0.0241098 internal_weight=0 130.136 5.33852 internal_count=2859 2722 137 is_linear=0 shrinkage=0.0224292 Tree=7068 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=4.63557 3.44251 threshold=-1.0000000180025095e-35 0.041630000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051290846298703246 3.8959754683151716e-06 0.00021293009134610661 leaf_weight=3.0964806206502535 125.00030592316034 17.334479694574839 leaf_count=133 2560 185 internal_value=0 2.93787e-05 internal_weight=0 142.335 internal_count=2878 2745 is_linear=0 shrinkage=0.000439788 Tree=7069 num_leaves=4 num_cat=0 split_feature=0 403 2 split_gain=2.82982 3.54096 1.51776 threshold=0.10302000000000001 0.09389500000000002 0.10582500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.9885123593674395e-06 7.137728821806693e-05 -0.00042030107194180488 0.00036683582154017777 leaf_weight=126.10510687945862 7.3169313570833747 3.8100129308295427 6.2219258309487486 leaf_count=2486 88 230 74 internal_value=0 -3.66114e-06 0.000207484 internal_weight=0 129.915 13.5389 internal_count=2878 2716 162 is_linear=0 shrinkage=0.000439788 Tree=7070 num_leaves=4 num_cat=0 split_feature=0 1213 2 split_gain=2.81489 3.52138 1.54665 threshold=0.10302000000000001 1.0000000180025095e-35 0.10582500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056747711398298618 0.0036015450290257421 -0.019821074906173582 0.018855408710849283 leaf_weight=124.25013404240599 7.2614630804018798 4.3937972361090933 6.1971946413978003 leaf_count=2429 88 287 74 internal_value=0 -0.000131726 0.0106421 internal_weight=0 128.644 13.4587 internal_count=2878 2716 162 is_linear=0 shrinkage=0.0224292 Tree=7071 num_leaves=4 num_cat=0 split_feature=0 403 2 split_gain=2.70032 3.48322 1.49236 threshold=0.10302000000000001 0.09389500000000002 0.10582500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050945427541361466 0.0035261680452853611 -0.021468660626475251 0.018537306669207602 leaf_weight=124.85959052536418 7.2508660219755239 3.7171131431969107 6.1628750167146791 leaf_count=2486 88 230 74 internal_value=0 -0.000129019 0.0104395 internal_weight=0 128.577 13.4137 internal_count=2878 2716 162 is_linear=0 shrinkage=0.0224292 Tree=7072 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=2.99788 4.05066 2.25424 threshold=0.081130000000000022 -0.11266 0.40359500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011098748384699667 -0.024343907641595941 -0.00086602685081132492 -0.00091033251285017457 leaf_weight=16.249783086292155 4.3563218820563616 113.82242569207665 3.9140885211527348 leaf_count=180 121 2482 40 internal_value=0 0.000630129 -0.0132813 internal_weight=0 130.072 8.27041 internal_count=2823 2662 161 is_linear=0 shrinkage=0.0224292 Tree=7073 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=2.7742 3.85875 2.2906 threshold=0.081130000000000022 -0.11266 0.25025000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00021227325843844747 -0.00050405194623063263 -1.6514804380683258e-05 -3.991088878361979e-05 leaf_weight=16.259824634311371 3.7426876816753047 114.85350303909945 4.5446710232645273 leaf_count=180 117 2482 44 internal_value=0 1.18848e-05 -0.0002502 internal_weight=0 131.113 8.28736 internal_count=2823 2662 161 is_linear=0 shrinkage=0.000439788 Tree=7074 num_leaves=4 num_cat=0 split_feature=0 4 3 split_gain=2.79663 7.46043 2.58082 threshold=0.041630000000000007 -0.17858499999999997 -0.10891999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064606697067149375 0.00032768365657995257 -8.6993290209860706e-06 -1.1508649194856597e-05 leaf_weight=3.641407067218096 8.8059060084779066 119.84584255042137 8.5319444849446864 leaf_count=53 110 2541 119 internal_value=0 -2.75911e-05 0.000160938 internal_weight=0 123.487 17.3379 internal_count=2823 2594 229 is_linear=0 shrinkage=0.000439788 Tree=7075 num_leaves=4 num_cat=0 split_feature=11 3 4 split_gain=2.71099 3.87974 2.40782 threshold=0.081130000000000022 -0.11266 0.25025000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020978585549858025 -0.00050333073462982656 -1.8336765473048729e-05 -3.2423393394080127e-05 leaf_weight=16.44725074309099 3.8334006594886869 115.99245452569085 4.6231478024274111 leaf_count=180 117 2482 44 internal_value=0 1.00192e-05 -0.000246541 internal_weight=0 132.44 8.45655 internal_count=2823 2662 161 is_linear=0 shrinkage=0.000439788 Tree=7076 num_leaves=3 num_cat=0 split_feature=4 159 split_gain=3.37735 3.00237 threshold=0.51074000000000008 0.107895 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.5755107037902404e-05 0.00043389580185111828 -0.00035261009206267113 leaf_weight=131.65157840340908 3.6060128413664634 4.4041953762789481 leaf_count=2544 131 156 internal_value=0 3.78314e-06 internal_weight=0 136.056 internal_count=2831 2700 is_linear=0 shrinkage=0.000439788 Tree=7077 num_leaves=3 num_cat=0 split_feature=4 159 split_gain=3.44333 2.94939 threshold=0.51074000000000008 0.107895 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.4054611502785011e-05 0.00043506985456503934 -0.00035105929507287111 leaf_weight=132.0658028343787 3.6306895469606379 4.4033831922424715 leaf_count=2544 131 156 internal_value=0 2.2262e-06 internal_weight=0 136.469 internal_count=2831 2700 is_linear=0 shrinkage=0.000439788 Tree=7078 num_leaves=3 num_cat=0 split_feature=4 159 split_gain=3.27309 2.96846 threshold=0.51074000000000008 0.107895 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00077366788048085784 0.022112148068689802 -0.018071445203382205 leaf_weight=130.11812161522903 3.4884894919741773 4.326268331060418 leaf_count=2544 131 156 internal_value=0 0.000164774 internal_weight=0 134.444 internal_count=2831 2700 is_linear=0 shrinkage=0.0224292 Tree=7079 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=3.18902 2.71167 threshold=0.51074000000000008 -0.17307499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0095866582662748195 0.022015277701779429 -0.00091549007185653204 leaf_weight=13.761731521441105 3.4260405649329178 120.64598979567381 leaf_count=173 131 2527 internal_value=0 0.000161012 internal_weight=0 134.408 internal_count=2831 2700 is_linear=0 shrinkage=0.0224292 Tree=7080 num_leaves=3 num_cat=0 split_feature=49 133 split_gain=3.08987 2.9693 threshold=-0.44233499999999998 -0.085929999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021571752675565267 0.0092013755365704334 -0.00083927512710232953 leaf_weight=3.5405651624314478 16.892093993206799 119.63006659193707 leaf_count=16 422 2421 internal_value=0 0.000404182 internal_weight=0 136.522 internal_count=2859 2843 is_linear=0 shrinkage=0.0224292 Tree=7081 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.96091 3.96279 threshold=-0.44233499999999998 0.10824500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.021139254043341091 0.0009928480705614696 -0.024023087671996162 leaf_weight=3.5324495865497729 133.28915201804557 3.2445364980958393 leaf_count=16 2792 51 internal_value=0 0.000395103 internal_weight=0 136.534 internal_count=2859 2843 is_linear=0 shrinkage=0.0224292 Tree=7082 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.83735 3.0347 threshold=-0.44233499999999998 0.0031850000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020715604544291732 0.0014940917124034434 -0.0097042604088028225 leaf_weight=3.5243236543610683 123.02648052336735 13.491729458328335 leaf_count=16 2686 157 internal_value=0 0.000386186 internal_weight=0 136.518 internal_count=2859 2843 is_linear=0 shrinkage=0.0224292 Tree=7083 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.803 4.06379 threshold=0.27293500000000009 -0.11378499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017694761094548539 -0.018565385245102029 0.0004785039630412235 leaf_weight=7.2673904282855792 3.6133800770548978 129.17240566948385 leaf_count=101 50 2708 internal_value=0 0.00139787 internal_weight=0 136.44 internal_count=2859 2809 is_linear=0 shrinkage=0.0224292 Tree=7084 num_leaves=3 num_cat=0 split_feature=39 1373 split_gain=3.51866 3.10263 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033424055812089133 -0.00038324165277342872 4.3317554477199505e-05 leaf_weight=5.2613355758367097 3.3684352275449774 125.02054324480196 leaf_count=61 28 2703 internal_value=0 3.2071e-05 internal_weight=0 128.389 internal_count=2792 2731 is_linear=0 shrinkage=0.000439788 Tree=7085 num_leaves=3 num_cat=0 split_feature=39 448 split_gain=3.69089 3.21529 threshold=-1.0000000180025095e-35 -0.083619999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017572424148641456 -0.020804088784084029 0.0022355062174049521 leaf_weight=5.2074409558263133 3.1058020570781073 122.67375106320469 leaf_count=61 49 2682 internal_value=0 0.00166353 internal_weight=0 125.78 internal_count=2792 2731 is_linear=0 shrinkage=0.0224292 Tree=7086 num_leaves=3 num_cat=0 split_feature=39 1373 split_gain=3.53305 3.24115 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01720934812281787 -0.020052964890576831 0.0022238175953594808 leaf_weight=5.1985478426504406 3.3572738601360461 122.41533475531469 leaf_count=61 28 2703 internal_value=0 0.00162623 internal_weight=0 125.773 internal_count=2792 2731 is_linear=0 shrinkage=0.0224292 Tree=7087 num_leaves=3 num_cat=0 split_feature=39 1373 split_gain=3.38166 3.09739 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016852251184397024 -0.019600503498187441 0.0021738526376828622 leaf_weight=5.1901358039176548 3.3581651160493484 122.42059046546638 leaf_count=61 28 2703 internal_value=0 0.00158961 internal_weight=0 125.779 internal_count=2792 2731 is_linear=0 shrinkage=0.0224292 Tree=7088 num_leaves=4 num_cat=0 split_feature=52 16 16 split_gain=3.75768 5.0863 4.62097 threshold=0.060770000000000012 -0.24449499999999999 -0.19424999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001309252718066694 -0.00020574432586054856 -0.00010386424435007587 0.00018919162788810234 leaf_weight=23.486931265346357 7.020754277415107 74.102421387586219 30.829379883409274 leaf_count=279 122 1560 861 internal_value=0 -4.73426e-05 0.000115869 internal_weight=0 97.5894 37.8501 internal_count=2822 1839 983 is_linear=0 shrinkage=0.000439788 Tree=7089 num_leaves=4 num_cat=0 split_feature=52 16 16 split_gain=3.85441 4.99014 4.7703 threshold=0.060770000000000012 -0.24449499999999999 -0.19424999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0066132635510485066 -0.010690546121400519 -0.005292358033819289 0.0098410481673513357 leaf_weight=23.30687197860243 6.9742992848914573 73.566123861950473 30.64024732901089 leaf_count=279 122 1560 861 internal_value=0 -0.00242722 0.00603069 internal_weight=0 96.873 37.6145 internal_count=2822 1839 983 is_linear=0 shrinkage=0.0224292 Tree=7090 num_leaves=4 num_cat=0 split_feature=52 16 49 split_gain=3.68426 4.77411 4.56418 threshold=0.060770000000000012 -0.24449499999999999 -0.073954999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064783625198612119 -0.020210061705629924 -0.0051764259686637492 0.0082289702552959792 leaf_weight=23.259498341125436 3.0749334168140185 73.527608220705588 34.541287075469882 leaf_count=279 43 1560 940 internal_value=0 -0.00237487 0.00589515 internal_weight=0 96.7871 37.6162 internal_count=2822 1839 983 is_linear=0 shrinkage=0.0224292 Tree=7091 num_leaves=4 num_cat=0 split_feature=123 52 52 split_gain=3.39557 4.29561 1.29259 threshold=1.0000000180025095e-35 -0.0064899999999999992 -0.0092999999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012287276865533396 0.0003857872575672895 4.2874119457315367e-05 7.7273624611002938e-05 leaf_weight=50.533563150340342 5.4038671890157275 75.259695878896309 5.1169479123782349 leaf_count=957 124 1628 113 internal_value=0 -2.37181e-05 0.000236149 internal_weight=0 125.793 10.5208 internal_count=2822 2585 237 is_linear=0 shrinkage=0.000439788 Tree=7092 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=4.10346 4.00006 threshold=-0.14902499999999999 0.10613500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010752360761992584 -0.0020501376629448093 -0.027750900906721519 leaf_weight=12.543472164456032 115.72809793826673 3.1099953101947895 leaf_count=95 2663 58 internal_value=0 -0.00272708 internal_weight=0 118.838 internal_count=2816 2721 is_linear=0 shrinkage=0.0224292 Tree=7093 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=4.00179 3.94334 threshold=-0.14902499999999999 0.10330500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020960340670616169 -3.6144119494991848e-05 -0.00052765810077312224 leaf_weight=12.742721952788996 117.37407700077893 3.2254007565206839 leaf_count=95 2503 218 internal_value=0 -4.9371e-05 internal_weight=0 120.599 internal_count=2816 2721 is_linear=0 shrinkage=0.000439788 Tree=7094 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=3.92932 3.85913 threshold=-0.14902499999999999 0.10613500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010545454231599543 -0.0020005242859442748 -0.027340378960228354 leaf_weight=12.505826577355036 115.75459688669434 3.0857010505860663 leaf_count=95 2663 58 internal_value=0 -0.00266276 internal_weight=0 118.84 internal_count=2816 2721 is_linear=0 shrinkage=0.0224292 Tree=7095 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=3.85091 3.64042 threshold=-0.14902499999999999 0.10613500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020454499143212571 -3.8411274269588481e-05 -0.00052108328951198197 leaf_weight=12.595872758021867 116.95107028439452 3.0835714801214626 leaf_count=95 2663 58 internal_value=0 -5.08915e-05 internal_weight=0 120.035 internal_count=2816 2721 is_linear=0 shrinkage=0.000439788 Tree=7096 num_leaves=4 num_cat=0 split_feature=12 12 9 split_gain=3.07204 6.72327 4.90519 threshold=0.092355000000000007 0.097910000000000011 0.081505000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002077877409715699 -0.022632610931988144 -6.0326428680852702e-05 -0.020613952065258446 leaf_weight=96.733682217192836 9.6420200975408097 21.216922853025608 5.0229937428375697 leaf_count=1868 382 480 71 internal_value=0 -0.00712277 0.000954089 internal_weight=0 30.8589 101.757 internal_count=2801 862 1939 is_linear=0 shrinkage=0.0224292 Tree=7097 num_leaves=4 num_cat=0 split_feature=12 12 9 split_gain=2.94426 6.50009 4.7226 threshold=0.092355000000000007 0.097910000000000011 0.081505000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020315085486970934 -0.022319188169551855 -5.8974774771605204e-05 -0.020320761204335323 leaf_weight=96.722988541030645 9.5593320738844358 21.216879923274973 4.9819225363316937 leaf_count=1868 382 480 71 internal_value=0 -0.00698272 0.000932995 internal_weight=0 30.7762 101.705 internal_count=2801 862 1939 is_linear=0 shrinkage=0.0224292 Tree=7098 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.87657 3.77299 threshold=0.086895000000000014 -0.31764499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.030903892991233486 0.011410539932375348 -0.0012482242750773956 leaf_weight=2.1783113041892639 8.904458243865518 121.2678968391192 leaf_count=21 93 2687 internal_value=0 -0.00177622 internal_weight=0 123.446 internal_count=2801 2708 is_linear=0 shrinkage=0.0224292 Tree=7099 num_leaves=4 num_cat=0 split_feature=12 12 2 split_gain=2.82296 6.35844 3.81948 threshold=0.092355000000000007 0.095150000000000012 0.086610000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047711291285920015 -0.029611309899503994 -0.0022530086769376565 0.0042461026922802339 leaf_weight=37.344341329982853 5.1135140001060817 25.560679174792313 64.279368533076195 leaf_count=890 211 651 1049 internal_value=0 -0.00682933 0.000932207 internal_weight=0 30.6742 101.624 internal_count=2801 862 1939 is_linear=0 shrinkage=0.0224292 Tree=7100 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=3.90535 3.19338 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046975176864109605 -3.0409437718817636e-05 0.00033698432183550564 leaf_weight=3.2465869138686676 126.54227476355663 4.7284856892947564 leaf_count=96 2699 65 internal_value=0 -1.71285e-05 internal_weight=0 131.271 internal_count=2860 2764 is_linear=0 shrinkage=0.000439788 Tree=7101 num_leaves=3 num_cat=0 split_feature=9 157 split_gain=3.86381 2.79358 threshold=-1.0000000180025095e-35 -0.083944999999999978 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00047060027456462131 -0.00033325187200838066 -2.7877714914753564e-06 leaf_weight=3.2174233173427629 5.1322372870745303 125.15208821729902 leaf_count=96 220 2544 internal_value=0 -1.58525e-05 internal_weight=0 130.284 internal_count=2860 2764 is_linear=0 shrinkage=0.000439788 Tree=7102 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=3.799 3.09272 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023985499258745158 -0.0015149481085462786 0.017062400048931732 leaf_weight=3.1573673100356237 124.58062259218786 4.6583658597082822 leaf_count=96 2699 65 internal_value=0 -0.000842914 internal_weight=0 129.239 internal_count=2860 2764 is_linear=0 shrinkage=0.0224292 Tree=7103 num_leaves=3 num_cat=0 split_feature=9 1348 split_gain=3.76692 3.02452 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046826002279086682 -2.7828584084987247e-05 0.00033227528248493202 leaf_weight=3.1776342138182363 126.04268169569332 4.6595275472645872 leaf_count=96 2699 65 internal_value=0 -1.49442e-05 internal_weight=0 130.702 internal_count=2860 2764 is_linear=0 shrinkage=0.000439788 Tree=7104 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=2.99184 3.51773 threshold=-0.44233499999999998 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042884979208039484 -0.0004594616316694736 1.9482542312599112e-05 leaf_weight=3.3431755048222831 3.0135162155565913 135.16851588439022 leaf_count=16 206 2632 internal_value=0 8.97555e-06 internal_weight=0 138.182 internal_count=2854 2838 is_linear=0 shrinkage=0.000439788 Tree=7105 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=3.03451 3.60377 threshold=-0.44233499999999998 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00042901654056477637 -0.00045975969028418779 1.8962160191270587e-05 leaf_weight=3.3770792630966744 3.0919235786932395 135.9770334928362 leaf_count=16 206 2632 internal_value=0 8.25708e-06 internal_weight=0 139.069 internal_count=2854 2838 is_linear=0 shrinkage=0.000439788 Tree=7106 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=3.04654 3.46518 threshold=-0.44233499999999998 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022082682110250416 -0.023422231164326048 0.0010136801097203275 leaf_weight=3.3460596764925858 2.9654550814302629 133.78213756661353 leaf_count=16 206 2632 internal_value=0 0.000480577 internal_weight=0 136.748 internal_count=2854 2838 is_linear=0 shrinkage=0.0224292 Tree=7107 num_leaves=3 num_cat=0 split_feature=49 52 split_gain=2.88413 3.51405 threshold=-0.44233499999999998 -0.51745999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00041907491900993057 -0.00045954684633292602 1.7051860209917474e-05 leaf_weight=3.3381545883603385 3.0405367725179522 135.74789013258851 leaf_count=16 206 2632 internal_value=0 6.5489e-06 internal_weight=0 138.788 internal_count=2854 2838 is_linear=0 shrinkage=0.000439788 Tree=7108 num_leaves=3 num_cat=0 split_feature=1375 453 split_gain=6.37714 4.73057 threshold=-0.43144499999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.034412999555264737 0.00021603242173991925 -0.022378603071204539 leaf_weight=2.8495114380493751 127.46295787136478 4.8194080906105219 leaf_count=19 2765 68 internal_value=0 -0.000610262 internal_weight=0 132.282 internal_count=2852 2833 is_linear=0 shrinkage=0.0224292 Tree=7109 num_leaves=3 num_cat=0 split_feature=1375 4 split_gain=5.47949 3.44841 threshold=-0.42595999999999995 -0.077704999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00061554469421279021 8.8674011418770103e-05 -6.2585494759152238e-05 leaf_weight=2.9778166598116504 42.820105089893332 91.219463053785148 leaf_count=21 947 1884 internal_value=0 -1.42586e-05 internal_weight=0 134.04 internal_count=2852 2831 is_linear=0 shrinkage=0.000439788 Tree=7110 num_leaves=3 num_cat=0 split_feature=1375 453 split_gain=5.28297 4.40299 threshold=-0.42595999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060114610950438385 3.2690736215008172e-06 -0.00042340638188195041 leaf_weight=2.9922249051742247 129.5207893724255 4.833957935567013 leaf_count=21 2763 68 internal_value=0 -1.21403e-05 internal_weight=0 134.355 internal_count=2852 2831 is_linear=0 shrinkage=0.000439788 Tree=7111 num_leaves=3 num_cat=0 split_feature=1375 453 split_gain=5.49922 4.53261 threshold=-0.42595999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031395637754678407 0.00018812292306739133 -0.021984602992708904 leaf_weight=2.9675881283765184 127.42581458430141 4.7941690266598007 leaf_count=21 2763 68 internal_value=0 -0.000618896 internal_weight=0 132.22 internal_count=2852 2831 is_linear=0 shrinkage=0.0224292 Tree=7112 num_leaves=4 num_cat=0 split_feature=128 403 2 split_gain=2.5888 2.42832 0.902069 threshold=0.086435000000000012 0.092300000000000007 0.081460000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022304952736774199 -0.026312985800370985 0.01243520916671118 -0.0040707824352770568 leaf_weight=125.63556682513081 2.4240844139130782 8.0974622914582124 1.4815944949077673 leaf_count=2439 101 222 88 internal_value=0 0.000545067 -0.0179364 internal_weight=0 133.733 3.90568 internal_count=2850 2661 189 is_linear=0 shrinkage=0.0224292 Tree=7113 num_leaves=4 num_cat=0 split_feature=128 1 2 split_gain=2.50308 2.31937 0.914174 threshold=0.086435000000000012 0.077020000000000019 0.082535000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034544817882661712 -0.026154318743479225 0.0027199599233753979 -0.0036003232919876406 leaf_weight=47.376353657607979 2.4107611703802827 86.378382838818652 1.4507506026784538 leaf_count=1362 103 1299 86 internal_value=0 0.000532772 -0.0177403 internal_weight=0 133.755 3.86151 internal_count=2850 2661 189 is_linear=0 shrinkage=0.0224292 Tree=7114 num_leaves=4 num_cat=0 split_feature=128 1 2 split_gain=2.45579 2.38945 0.927762 threshold=0.086435000000000012 0.077020000000000019 0.083350000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7663646812694367e-05 -0.00050947553489407262 5.4799792948186782e-05 -6.346457242437491e-05 leaf_weight=47.680813694063545 2.4125888453272633 87.040946201268525 1.4436414665251502 leaf_count=1362 108 1299 81 internal_value=0 1.1454e-05 -0.000343639 internal_weight=0 134.722 3.85623 internal_count=2850 2661 189 is_linear=0 shrinkage=0.000439788 Tree=7115 num_leaves=4 num_cat=0 split_feature=150 160 151 split_gain=2.55811 4.99806 3.84809 threshold=0.08926000000000002 0.088915000000000008 0.087785000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2371698805574981e-05 -5.4312782560629902e-05 0.00038399897650337147 0.00032974008622869364 leaf_weight=113.28239646988732 11.103162876097487 9.1767460894770903 5.6237857537344089 leaf_count=2542 227 40 41 internal_value=0 0.0001442 -2.47222e-05 internal_weight=0 20.2799 118.906 internal_count=2850 267 2583 is_linear=0 shrinkage=0.000439788 Tree=7116 num_leaves=4 num_cat=0 split_feature=457 13 12 split_gain=2.99371 4.73087 3.06731 threshold=0.082870000000000013 -0.095244999999999982 0.085205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0055967634297000865 0.00073827385014026321 -0.0052789115312307146 0.019135318441608141 leaf_weight=26.291458998734015 14.676184386669776 85.538944778396399 6.5958048373868214 leaf_count=340 182 2263 55 internal_value=0 -0.00272151 0.00645469 internal_weight=0 111.83 21.272 internal_count=2840 2603 237 is_linear=0 shrinkage=0.0224292 Tree=7117 num_leaves=3 num_cat=0 split_feature=51 1 split_gain=2.9047 4.1456 threshold=-0.40775499999999992 0.13984500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026278634890043871 -0.0015968328024958528 0.018940818797332611 leaf_weight=2.2692964608213506 125.58440284403332 5.1279516721551763 leaf_count=97 2628 115 internal_value=0 -0.000788476 internal_weight=0 130.712 internal_count=2840 2743 is_linear=0 shrinkage=0.0224292 Tree=7118 num_leaves=4 num_cat=0 split_feature=457 13 12 split_gain=2.88328 4.5196 2.93856 threshold=0.082870000000000013 -0.095244999999999982 0.085205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0054962678868357489 0.00077916205169308039 -0.0051437449194760938 0.018808665358123613 leaf_weight=26.241119026584784 14.670021918267595 85.390201446061837 6.5729779395333017 leaf_count=340 182 2263 55 internal_value=0 -0.00264209 0.0063697 internal_weight=0 111.631 21.243 internal_count=2840 2603 237 is_linear=0 shrinkage=0.0224292 Tree=7119 num_leaves=4 num_cat=0 split_feature=457 13 12 split_gain=2.74726 4.60946 2.68209 threshold=0.082870000000000013 -0.095244999999999982 0.085205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010849921068402377 1.6644418231562526e-05 -0.00010026883264939767 0.00035317212025521042 leaf_weight=26.7263941185156 14.886102291056888 86.979698957100481 6.5987396145064841 leaf_count=340 182 2263 55 internal_value=0 -5.11883e-05 0.000120226 internal_weight=0 113.706 21.4848 internal_count=2840 2603 237 is_linear=0 shrinkage=0.000439788 Tree=7120 num_leaves=3 num_cat=0 split_feature=1429 1348 split_gain=5.26686 3.59361 threshold=-1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030520339571819394 9.3715520825225673e-05 0.020902882492120037 leaf_weight=2.7430418441472275 127.75799138715956 4.2968890763149821 leaf_count=141 2636 60 internal_value=0 0.000773742 internal_weight=0 132.055 internal_count=2837 2696 is_linear=0 shrinkage=0.0224292 Tree=7121 num_leaves=3 num_cat=0 split_feature=1348 1447 split_gain=3.72543 3.55387 threshold=0.084620000000000015 -0.086059999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044615242951729001 0.00040528320728773243 -2.0807489346398525e-05 leaf_weight=3.2124619190872172 4.3095349193390566 128.55544458859731 leaf_count=94 63 2680 internal_value=0 -9.36016e-06 internal_weight=0 131.768 internal_count=2837 2774 is_linear=0 shrinkage=0.000439788 Tree=7122 num_leaves=3 num_cat=0 split_feature=1447 11 split_gain=3.28972 2.6233 threshold=-0.086059999999999984 0.08184000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00044263444698591558 9.12267292666707e-06 -0.00024775551716304465 leaf_weight=3.2089683491285532 124.94372625065444 8.1742677659058227 leaf_count=94 2577 166 internal_value=0 -6.6845e-06 internal_weight=0 133.118 internal_count=2837 2743 is_linear=0 shrinkage=0.000439788 Tree=7123 num_leaves=3 num_cat=0 split_feature=1348 11 split_gain=3.68891 3.6128 threshold=0.084620000000000015 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038981512833273274 0.02065381138097358 -0.015536048575813496 leaf_weight=122.89286543789058 4.2479976329705087 7.5903795238773446 leaf_count=2610 63 164 internal_value=0 -0.00053875 internal_weight=0 130.483 internal_count=2837 2774 is_linear=0 shrinkage=0.0224292 Tree=7124 num_leaves=4 num_cat=0 split_feature=133 2 2 split_gain=3.12904 4.29746 3.83169 threshold=0.064400000000000013 0.084235000000000018 0.086635000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0077401979053716152 0.021231239509784082 0.0014127697660516721 0.0010985212180371514 leaf_weight=38.824365560096339 7.1219868169937426 24.027729457586247 67.629452682649571 leaf_count=845 233 748 1053 internal_value=0 0.00595424 -0.00212582 internal_weight=0 31.1497 106.454 internal_count=2879 981 1898 is_linear=0 shrinkage=0.0224292 Tree=7125 num_leaves=4 num_cat=0 split_feature=1456 133 52 split_gain=3.11025 2.91365 0.162134 threshold=-1.0000000180025095e-35 0.064400000000000013 0.0084900000000000028 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051198652177260806 -3.0170430600143711e-05 0.00012375469726308037 -0.00030670912625878214 leaf_weight=1.8735013088880799 104.41776890921756 30.780674709822051 1.4450251343587295 leaf_count=143 1734 865 137 internal_value=0 4.88628e-06 -0.000424866 internal_weight=0 135.198 3.31853 internal_count=2879 2599 280 is_linear=0 shrinkage=0.000439788 Tree=7126 num_leaves=4 num_cat=0 split_feature=1456 133 52 split_gain=3.08694 2.97062 0.158827 threshold=-1.0000000180025095e-35 0.064400000000000013 0.0033500000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026135914295280161 -0.001572826019465351 0.0063839623242996288 -0.015721888683622211 leaf_weight=1.8492087949562113 103.69739158531593 30.540746297519945 1.4395415811595738 leaf_count=137 1734 865 143 internal_value=0 0.000238087 -0.0216946 internal_weight=0 134.238 3.28875 internal_count=2879 2599 280 is_linear=0 shrinkage=0.0224292 Tree=7127 num_leaves=4 num_cat=0 split_feature=1456 133 52 split_gain=2.99816 2.83838 0.157559 threshold=-1.0000000180025095e-35 0.064400000000000013 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026116403928231752 -0.0015374685779232537 0.0062395203745906902 -0.015697255697742614 leaf_weight=1.7801962770681705 103.70317163111031 30.547257186517527 1.4584091237011305 leaf_count=133 1734 865 147 internal_value=0 0.000232738 -0.0215439 internal_weight=0 134.25 3.23861 internal_count=2879 2599 280 is_linear=0 shrinkage=0.0224292 Tree=7128 num_leaves=4 num_cat=0 split_feature=39 3 3 split_gain=3.52771 3.88209 3.72748 threshold=0.0047850000000000011 0.10430000000000002 0.31270000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3184196765625152e-05 0.00026375569819037087 -0.00024386347169308011 0.00037433757065545695 leaf_weight=112.69840148255753 13.49526502536901 3.6986844631610429 3.6997829809697569 leaf_count=2437 299 23 97 internal_value=0 0.00015441 -5.89004e-05 internal_weight=0 17.1939 116.398 internal_count=2856 322 2534 is_linear=0 shrinkage=0.000439788 Tree=7129 num_leaves=4 num_cat=0 split_feature=43 49 3 split_gain=3.50524 6.2169 5.0417 threshold=-0.062804999999999986 -0.082724999999999979 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002466806538988002 -0.021960781257638048 -0.0022218379428098631 0.012013329193044821 leaf_weight=31.733809572437167 9.039354541921055 70.552515009050694 19.523748155348585 leaf_count=831 90 1470 465 internal_value=0 -0.00446834 0.00305102 internal_weight=0 79.5919 51.2576 internal_count=2856 1560 1296 is_linear=0 shrinkage=0.0224292 Tree=7130 num_leaves=4 num_cat=0 split_feature=43 15 3 split_gain=3.20913 5.69317 5.01881 threshold=-0.062804999999999986 0.088550000000000004 -0.078669999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.204219019808634e-05 -4.2585397315330917e-05 -0.00040937992808799965 0.00022869515998065172 leaf_weight=32.176264712175907 71.441897811368108 9.2254175034031487 19.930400360768544 leaf_count=831 1123 437 465 internal_value=0 -8.46203e-05 5.53821e-05 internal_weight=0 80.6673 52.1067 internal_count=2856 1560 1296 is_linear=0 shrinkage=0.000439788 Tree=7131 num_leaves=4 num_cat=0 split_feature=39 3 3 split_gain=3.14204 3.96013 3.57465 threshold=0.0047850000000000011 0.10430000000000002 0.31270000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.9450454030267641e-05 0.00025954726599498526 -0.00025574903365293758 0.00037204953757857579 leaf_weight=111.90680530735699 13.229258391365876 3.6709185279905787 3.6443026947817989 leaf_count=2437 299 23 97 internal_value=0 0.000147457 -5.54671e-05 internal_weight=0 16.9002 115.551 internal_count=2856 322 2534 is_linear=0 shrinkage=0.000439788 Tree=7132 num_leaves=3 num_cat=0 split_feature=130 130 split_gain=2.74943 3.78053 threshold=-0.082254999999999981 -0.0015749999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01295473367713715 -0.022961955917075269 -0.0011595374958690086 leaf_weight=6.5931458725244729 4.1208574355841838 119.34294203448371 leaf_count=95 161 2570 internal_value=0 -0.00189068 internal_weight=0 123.464 internal_count=2826 2731 is_linear=0 shrinkage=0.0224292 Tree=7133 num_leaves=3 num_cat=0 split_feature=1348 483 split_gain=2.85794 2.88245 threshold=0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043430899456284837 0.00031383031374221046 -2.2903231361767846e-05 leaf_weight=3.3647300285228985 4.7245551604064522 124.09391347848577 leaf_count=209 63 2554 internal_value=0 -3.38272e-05 internal_weight=0 127.459 internal_count=2826 2763 is_linear=0 shrinkage=0.000439788 Tree=7134 num_leaves=3 num_cat=0 split_feature=1348 130 split_gain=2.73928 2.87851 threshold=0.084620000000000015 -0.082254999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.012670690661066632 0.015789562448114223 -0.0025379351982582976 leaf_weight=6.5899049870204172 4.6334859298731308 118.83071870760614 leaf_count=95 63 2668 internal_value=0 -0.00173703 internal_weight=0 125.421 internal_count=2826 2763 is_linear=0 shrinkage=0.0224292 Tree=7135 num_leaves=3 num_cat=0 split_feature=1348 483 split_gain=2.63925 2.81336 threshold=0.084620000000000015 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02218126885360644 0.015582688242971784 -0.0011471535936887979 leaf_weight=3.2659904576648833 4.590438092731346 122.13833930572218 leaf_count=209 63 2554 internal_value=0 -0.00169825 internal_weight=0 125.404 internal_count=2826 2763 is_linear=0 shrinkage=0.0224292 Tree=7136 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=2.77212 7.38728 4.62161 threshold=-0.077814999999999981 -0.10072999999999999 0.056555000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0047582137884797492 0.0051597923142211273 -0.011722166395184967 -0.013278221390341408 leaf_weight=29.255583408237726 77.068074370465183 25.673651785458787 7.4865625697420901 leaf_count=396 1123 1230 70 internal_value=0 -0.00294603 0.00352464 internal_weight=0 54.9292 84.5546 internal_count=2819 1626 1193 is_linear=0 shrinkage=0.0224292 Tree=7137 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=2.65336 7.10539 4.54983 threshold=-0.077814999999999981 -0.10072999999999999 -0.053299999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0046565027686016371 0.012489576461130214 -0.011540376210376532 0.0004527497816060761 leaf_weight=29.224864649830124 21.010070765216369 25.495498769549158 63.511942815639486 leaf_count=396 441 1230 752 internal_value=0 -0.0028914 0.00344695 internal_weight=0 54.7204 84.522 internal_count=2819 1626 1193 is_linear=0 shrinkage=0.0224292 Tree=7138 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=2.68157 7.24524 4.41635 threshold=-0.077814999999999981 -0.10072999999999999 -0.053299999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.1994343000959436e-05 0.0002406157605830239 -0.00022683731785178872 1.0068903478831126e-05 leaf_weight=29.615393899468472 21.426570289186202 25.758597103464126 64.126629583734029 leaf_count=396 441 1230 752 internal_value=0 -5.63452e-05 6.78496e-05 internal_weight=0 55.374 85.5532 internal_count=2819 1626 1193 is_linear=0 shrinkage=0.000439788 Tree=7139 num_leaves=4 num_cat=0 split_feature=3 3 43 split_gain=2.85442 7.18366 4.34976 threshold=-0.077814999999999981 -0.10072999999999999 -0.053299999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7108930579365444e-05 0.00023853723694982408 -0.00023008630871556535 9.27191139047752e-06 leaf_weight=29.424169082274602 21.302083580550971 25.991315107559785 64.208673234279559 leaf_count=396 441 1230 752 internal_value=0 -6.1692e-05 6.6426e-05 internal_weight=0 55.4155 85.5108 internal_count=2819 1626 1193 is_linear=0 shrinkage=0.000439788 Tree=7140 num_leaves=4 num_cat=0 split_feature=401 1186 1 split_gain=2.98563 2.7673 1.41816 threshold=0.078330000000000025 0.085080000000000003 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6555005728342866e-05 -0.00047904218142111798 0.00035006107169843845 2.2545785975514383e-05 leaf_weight=129.02549841731889 3.3640762386639826 4.9795783782901699 1.6061515346227677 leaf_count=2511 223 57 62 internal_value=0 2.89961e-05 -0.000317486 internal_weight=0 134.005 4.97023 internal_count=2853 2568 285 is_linear=0 shrinkage=0.000439788 Tree=7141 num_leaves=4 num_cat=0 split_feature=401 1186 1 split_gain=2.98718 2.76553 1.28925 threshold=0.078330000000000025 0.085080000000000003 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080244308769457742 -0.02442119186072126 0.017936006074122424 0.00034551664329972255 leaf_weight=126.89780841601896 3.2769488945486946 4.904157589771784 1.5560229760376385 leaf_count=2511 223 57 62 internal_value=0 0.00144246 -0.0164773 internal_weight=0 131.802 4.83297 internal_count=2853 2568 285 is_linear=0 shrinkage=0.0224292 Tree=7142 num_leaves=4 num_cat=0 split_feature=401 15 1 split_gain=2.89176 2.73817 1.27546 threshold=0.078330000000000025 0.22762000000000002 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001960695820091285 -0.024378587340093665 -0.017566411152820437 0.00033788521788471744 leaf_weight=128.09553080014666 3.2098374962442895 3.6983733668457708 1.5559100414684506 leaf_count=2531 223 37 62 internal_value=0 0.00141027 -0.0163401 internal_weight=0 131.794 4.76575 internal_count=2853 2568 285 is_linear=0 shrinkage=0.0224292 Tree=7143 num_leaves=4 num_cat=0 split_feature=401 1186 1 split_gain=2.80521 2.68095 1.38617 threshold=0.078330000000000025 0.085080000000000003 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6511724069943148e-05 -0.00047655796208721481 0.00034541447037582249 2.0600467847342928e-05 leaf_weight=128.61224609884812 3.232763663338118 4.9599685999564818 1.6253404265808056 leaf_count=2511 223 57 62 internal_value=0 2.87726e-05 -0.000310798 internal_weight=0 133.572 4.8581 internal_count=2853 2568 285 is_linear=0 shrinkage=0.000439788 Tree=7144 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=4.41947 3.76382 threshold=-1.0000000180025095e-35 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014687878512003759 -0.023105145843907268 0.0025553190431367029 leaf_weight=8.5210306660155748 2.9235962816055681 126.32690520448887 leaf_count=125 170 2557 internal_value=0 0.00197156 internal_weight=0 129.251 internal_count=2852 2727 is_linear=0 shrinkage=0.0224292 Tree=7145 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=4.1023 3.75867 threshold=-1.0000000180025095e-35 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027545155494007096 -0.00044912245816761598 4.876039910359822e-05 leaf_weight=8.6216194741718919 2.9823034892397109 128.3191808038282 leaf_count=125 170 2557 internal_value=0 3.73881e-05 internal_weight=0 131.301 internal_count=2852 2727 is_linear=0 shrinkage=0.000439788 Tree=7146 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=4.09713 3.57681 threshold=-0.094679999999999986 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038418464677027528 -0.0004469454449919796 4.3232660146725501e-05 leaf_weight=4.7053616407793006 2.9246819525287711 131.47028460717775 leaf_count=51 170 2631 internal_value=0 3.25035e-05 internal_weight=0 134.395 internal_count=2852 2801 is_linear=0 shrinkage=0.000439788 Tree=7147 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=4.03972 3.59594 threshold=-1.0000000180025095e-35 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00027238681066832598 -0.00044528643056792309 4.8832088023989081e-05 leaf_weight=8.6352413624117599 2.8944460269340189 128.1004064400513 leaf_count=125 170 2557 internal_value=0 3.78508e-05 internal_weight=0 130.995 internal_count=2852 2727 is_linear=0 shrinkage=0.000439788 Tree=7148 num_leaves=4 num_cat=0 split_feature=1456 456 13 split_gain=3.74 3.1206 0.63931 threshold=1.0000000180025095e-35 0.087055000000000007 -0.0058449999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0035088668519018384 -0.0096218602237213742 -0.013802444803259449 -0.027576817941969183 leaf_weight=127.3635035739826 1.9405212577330528 5.4446115415921659 2.1039122569272868 leaf_count=2502 186 106 56 internal_value=0 0.00279729 -0.0190477 internal_weight=0 132.808 4.04443 internal_count=2850 2608 242 is_linear=0 shrinkage=0.0224292 Tree=7149 num_leaves=4 num_cat=0 split_feature=1456 456 52 split_gain=3.60659 2.98484 0.623376 threshold=1.0000000180025095e-35 0.087055000000000007 -0.023144999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034303697627163007 -0.0087163330974119758 -0.013509398367541515 -0.026652749453754329 leaf_weight=127.35644783883617 1.762502677447628 5.4384343952333429 2.2382425800096817 leaf_count=2502 88 106 154 internal_value=0 0.00273478 -0.0188299 internal_weight=0 132.795 4.00075 internal_count=2850 2608 242 is_linear=0 shrinkage=0.0224292 Tree=7150 num_leaves=4 num_cat=0 split_feature=483 12 158 split_gain=3.48267 4.21285 3.86546 threshold=0.083960000000000021 -1.0000000180025095e-35 0.084965000000000027 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0037629579299431949 0.015062721631254187 -0.02336744811745246 -0.014555661495509995 leaf_weight=123.41723940246811 1.9486135272090903 5.3118805142039482 6.0617560602295262 leaf_count=2306 43 258 243 internal_value=0 -0.0130409 0.00290332 internal_weight=0 7.26049 129.479 internal_count=2850 301 2549 is_linear=0 shrinkage=0.0224292 Tree=7151 num_leaves=4 num_cat=0 split_feature=1456 456 13 split_gain=3.43499 2.85102 0.634631 threshold=1.0000000180025095e-35 0.087055000000000007 -0.0058449999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0033029389802062994 -0.0091605758463499942 -0.01326254396680537 -0.027307706064381113 leaf_weight=127.27059553506479 1.8972000184221545 5.4318277614802346 2.0267463307245626 leaf_count=2502 186 106 56 internal_value=0 0.00262306 -0.0186205 internal_weight=0 132.702 3.92395 internal_count=2850 2608 242 is_linear=0 shrinkage=0.0224292 Tree=7152 num_leaves=4 num_cat=0 split_feature=2 2 12 split_gain=3.48751 8.06669 6.22441 threshold=0.086610000000000006 0.086935000000000012 0.097325000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017714686057902161 0.00062911902599354806 2.3480268055658124e-05 0.00019874351156558889 leaf_weight=37.754185700407106 4.4594166333845342 84.737843938550213 10.985054824675897 leaf_count=1049 39 1669 148 internal_value=0 5.38873e-05 -9.23825e-05 internal_weight=0 89.1973 48.7392 internal_count=2905 1708 1197 is_linear=0 shrinkage=0.000439788 Tree=7153 num_leaves=4 num_cat=0 split_feature=457 13 1 split_gain=4.09752 4.34689 2.82295 threshold=0.079930000000000015 -0.095244999999999982 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012057650597435321 -1.2652942707555642e-05 -7.9300749364960834e-05 0.00030227424708183774 leaf_weight=27.713877010151919 9.3288111605506874 87.247945152037573 13.40698388853343 leaf_count=343 95 2322 145 internal_value=0 -3.11043e-05 0.000173153 internal_weight=0 114.962 22.7358 internal_count=2905 2665 240 is_linear=0 shrinkage=0.000439788 Tree=7154 num_leaves=4 num_cat=0 split_feature=457 403 1 split_gain=4.30205 4.49382 2.71849 threshold=0.079930000000000015 0.092300000000000007 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.3501331237837026e-05 -2.9457344814460739e-06 0.00028375552214346937 0.00030575192983470098 leaf_weight=106.32958069547749 9.3221034283342323 8.2142091633286309 13.499117894680237 leaf_count=2443 95 222 145 internal_value=0 -2.92726e-05 0.000179757 internal_weight=0 114.544 22.8212 internal_count=2905 2665 240 is_linear=0 shrinkage=0.000439788 Tree=7155 num_leaves=4 num_cat=0 split_feature=457 403 1 split_gain=4.13275 4.5451 2.61036 threshold=0.079930000000000015 0.092300000000000007 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027735410189398454 -0.00015091058263069342 0.014583720733808649 0.015347076880002704 leaf_weight=105.09513188006895 9.2737450510612707 8.1611162289736949 13.300102285167666 leaf_count=2443 95 222 145 internal_value=0 -0.00152055 0.00898547 internal_weight=0 113.256 22.5738 internal_count=2905 2665 240 is_linear=0 shrinkage=0.0224292 Tree=7156 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=3.33097 3.71783 threshold=-0.28298999999999996 -0.4945199999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016822515475881712 -0.019741777053029107 0.0015805528183651199 leaf_weight=5.5759969422470013 4.2381918077589935 122.1059227874066 leaf_count=128 123 2556 internal_value=0 0.000862424 internal_weight=0 126.344 internal_count=2807 2679 is_linear=0 shrinkage=0.0224292 Tree=7157 num_leaves=4 num_cat=0 split_feature=1 156 13 split_gain=3.39639 3.93212 3.90273 threshold=0.088035000000000016 0.088675000000000018 -0.084024999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010968140022914347 0.00024157977513693658 0.00023897273910016424 6.0910483741529616e-06 leaf_weight=57.094345380410232 18.526259268386639 7.0079766655835547 51.171048386357143 leaf_count=1543 282 139 843 internal_value=0 -7.1505e-05 6.87354e-05 internal_weight=0 64.1023 69.6973 internal_count=2807 1682 1125 is_linear=0 shrinkage=0.000439788 Tree=7158 num_leaves=4 num_cat=0 split_feature=1 156 13 split_gain=3.39519 3.96708 3.94416 threshold=0.088035000000000016 0.088675000000000018 -0.084024999999999975 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011069263791402765 0.00024140643110581879 0.00023958196691424384 4.6422145260096593e-06 leaf_weight=57.287761274685181 18.522872980356624 7.0017466724821125 51.148945558350533 leaf_count=1543 282 139 843 internal_value=0 -7.24846e-05 6.7637e-05 internal_weight=0 64.2895 69.6718 internal_count=2807 1682 1125 is_linear=0 shrinkage=0.000439788 Tree=7159 num_leaves=3 num_cat=0 split_feature=52 43 split_gain=3.20865 3.35781 threshold=-0.51296999999999993 -0.28298999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023698355584656512 -0.016470664048828996 0.0013862468014638439 leaf_weight=2.7690052295365595 5.5155358239717307 123.63728589872699 leaf_count=193 125 2489 internal_value=0 0.000621337 internal_weight=0 129.153 internal_count=2807 2614 is_linear=0 shrinkage=0.0224292 Tree=7160 num_leaves=4 num_cat=0 split_feature=42 2 130 split_gain=3.79026 4.46081 3.21288 threshold=0.098480000000000026 0.11326500000000002 -0.084569999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046957165256668895 -0.00050080103006127426 0.00010987014994034427 2.8968456309147709e-05 leaf_weight=2.5324758490314698 5.9816669008941954 3.755759741354268 124.33906265071346 leaf_count=64 254 124 2417 internal_value=0 -0.000265509 1.8948e-05 internal_weight=0 9.73743 126.872 internal_count=2859 378 2481 is_linear=0 shrinkage=0.000439788 Tree=7161 num_leaves=4 num_cat=0 split_feature=42 2 133 split_gain=3.81187 4.40911 3.2307 threshold=0.098480000000000026 0.11326500000000002 0.103425 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0590282925696098e-05 -0.025687935057065504 0.0055007655061970464 0.014874133958432458 leaf_weight=117.48728844449215 5.8989283623304782 3.7002101951511577 7.8628809433066627 leaf_count=2259 254 124 222 internal_value=0 -0.0136785 0.000973182 internal_weight=0 9.59914 125.35 internal_count=2859 378 2481 is_linear=0 shrinkage=0.0224292 Tree=7162 num_leaves=3 num_cat=0 split_feature=9 42 split_gain=3.83308 3.46731 threshold=-1.0000000180025095e-35 0.098480000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046813526103553011 7.9366926679649115e-06 -0.00026729966863095689 leaf_weight=3.279528805287554 123.54504379798891 9.5166770256400905 leaf_count=98 2389 372 internal_value=0 -1.17839e-05 internal_weight=0 133.062 internal_count=2859 2761 is_linear=0 shrinkage=0.000439788 Tree=7163 num_leaves=3 num_cat=0 split_feature=9 42 split_gain=3.87824 3.49566 threshold=-1.0000000180025095e-35 0.098480000000000026 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046874277831593017 5.2936578244700458e-06 -0.00026929440514625232 leaf_weight=3.2715758056438053 124.19991257095899 9.645792824936505 leaf_count=98 2389 372 internal_value=0 -1.45305e-05 internal_weight=0 133.846 internal_count=2859 2761 is_linear=0 shrinkage=0.000439788 Tree=7164 num_leaves=4 num_cat=0 split_feature=401 151 1 split_gain=3.00393 2.63915 0.303481 threshold=0.08481000000000001 -0.29526499999999994 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019247287093109768 -0.02436732057349205 0.00086300719709399407 -0.011177564065277265 leaf_weight=3.3512348469739655 2.4636679543655187 126.51814879160156 1.4411028381509821 leaf_count=61 191 2542 50 internal_value=0 0.000341315 -0.0195776 internal_weight=0 129.869 3.90477 internal_count=2844 2603 241 is_linear=0 shrinkage=0.0224292 Tree=7165 num_leaves=4 num_cat=0 split_feature=401 2 1 split_gain=2.9257 2.57123 0.327054 threshold=0.08481000000000001 -0.16511999999999996 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042851139772689755 -0.00047645461384207571 -3.408939235318765e-06 -0.00021017699066885662 leaf_weight=2.7031146806766619 2.4640939896380583 128.5520495015262 1.4691426775461875 leaf_count=53 191 2550 50 internal_value=0 5.5472e-06 -0.00037849 internal_weight=0 131.255 3.93324 internal_count=2844 2603 241 is_linear=0 shrinkage=0.000439788 Tree=7166 num_leaves=4 num_cat=0 split_feature=401 151 1 split_gain=2.91128 2.53259 0.309944 threshold=0.08481000000000001 -0.29526499999999994 0.091085000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018894663086544267 -0.024324716391502889 0.00084247785649616545 -0.01094731848368854 leaf_weight=3.3382534654738256 2.4130991991951301 126.54379547771532 1.4382204757930592 leaf_count=61 191 2542 50 internal_value=0 0.000332488 -0.0194078 internal_weight=0 129.882 3.85132 internal_count=2844 2603 241 is_linear=0 shrinkage=0.0224292 Tree=7167 num_leaves=4 num_cat=0 split_feature=3 151 15 split_gain=2.59828 3.09825 1.57656 threshold=-0.15490999999999996 -0.083274999999999988 -0.015439999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019219699708117498 -0.010525892199494156 0.00020534975678271968 0.0017425629009642589 leaf_weight=5.2086454189629876 15.457955801914066 107.83356245396135 5.1672932500659936 leaf_count=59 309 2355 121 internal_value=0 -0.00114153 0.0105351 internal_weight=0 123.292 10.3759 internal_count=2844 2664 180 is_linear=0 shrinkage=0.0224292 Tree=7168 num_leaves=4 num_cat=0 split_feature=4 151 13 split_gain=2.70411 4.30975 4.30294 threshold=-0.22295999999999996 -0.29526499999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0055399907390364083 -0.02449318990231239 0.0023847409129388853 -0.018608083251986717 leaf_weight=6.4216965468949629 3.0644543575544949 112.40527971578922 8.7561878407141176 leaf_count=66 67 2567 142 internal_value=0 0.0016675 -0.00839701 internal_weight=0 115.47 15.1779 internal_count=2842 2634 208 is_linear=0 shrinkage=0.0224292 Tree=7169 num_leaves=4 num_cat=0 split_feature=4 151 13 split_gain=2.58983 4.15625 4.12545 threshold=-0.22295999999999996 -0.29526499999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005427418421852688 -0.024194614794472387 0.0023311676540150104 -0.018246353566981947 leaf_weight=6.4084180882782666 3.0332801455951985 112.40978216791336 8.7301665497943741 leaf_count=66 67 2567 142 internal_value=0 0.00163031 -0.00823063 internal_weight=0 115.443 15.1386 internal_count=2842 2634 208 is_linear=0 shrinkage=0.0224292 Tree=7170 num_leaves=4 num_cat=0 split_feature=4 151 13 split_gain=2.48021 4.00779 3.95482 threshold=-0.22295999999999996 -0.29526499999999994 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005316893602226991 -0.023896262600375594 0.0022787970665358358 -0.017889686167982553 leaf_weight=6.3954552994691758 3.002852664441888 112.41433473479628 8.7051730282837507 leaf_count=66 67 2567 142 internal_value=0 0.00159395 -0.00806687 internal_weight=0 115.417 15.1006 internal_count=2842 2634 208 is_linear=0 shrinkage=0.0224292 Tree=7171 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=2.41115 3.26845 threshold=0.31270000000000003 0.087055000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048779573544252357 0.015028622870336532 -0.020052992035755165 leaf_weight=120.98905832274977 5.459358208354387 4.0076407361193551 leaf_count=2573 120 149 internal_value=0 -0.000173744 internal_weight=0 124.997 internal_count=2842 2722 is_linear=0 shrinkage=0.0224292 Tree=7172 num_leaves=4 num_cat=0 split_feature=4 132 150 split_gain=3.98717 4.38264 4.02948 threshold=0.014055000000000002 0.092880000000000004 0.090145000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0525175509801264e-05 3.1469636287738176e-05 0.00033037043547660321 0.00034817726519634586 leaf_weight=79.767004756624374 42.579335916787386 5.0716163906035936 9.4865618769908888 leaf_count=1981 664 117 106 internal_value=0 -6.52955e-05 8.92812e-05 internal_weight=0 84.8386 52.0659 internal_count=2868 2098 770 is_linear=0 shrinkage=0.000439788 Tree=7173 num_leaves=4 num_cat=0 split_feature=4 132 150 split_gain=3.80419 4.46153 3.96581 threshold=0.014055000000000002 0.092880000000000004 0.090145000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045615969549863819 0.0015542500211198425 0.017260014131336564 0.017694363637293261 leaf_weight=78.781455154763535 42.121885890039266 4.9947007552109417 9.3426319153295463 leaf_count=1981 664 117 106 internal_value=0 -0.00325697 0.00448973 internal_weight=0 83.7762 51.4645 internal_count=2868 2098 770 is_linear=0 shrinkage=0.0224292 Tree=7174 num_leaves=4 num_cat=0 split_feature=4 132 150 split_gain=4.17035 4.07926 3.90373 threshold=0.014055000000000002 0.092880000000000004 0.090145000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.6925770716168375e-05 3.7989477644558019e-05 0.00031910818886808179 0.0003489426285795585 leaf_weight=80.743134406991885 43.091340836406744 5.0685584258171721 9.5194615909131226 leaf_count=1981 664 117 106 internal_value=0 -6.28773e-05 9.43599e-05 internal_weight=0 85.8117 52.6108 internal_count=2868 2098 770 is_linear=0 shrinkage=0.000439788 Tree=7175 num_leaves=4 num_cat=0 split_feature=4 132 150 split_gain=3.64684 4.26319 3.83469 threshold=0.014055000000000002 0.092880000000000004 0.090145000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044596326488063167 0.0015269737081086371 0.016887632832808641 0.017451069101180001 leaf_weight=78.767747401143424 42.13589897950078 4.9866556295310138 9.2659549769741698 leaf_count=1981 664 117 106 internal_value=0 -0.00318508 0.00440294 internal_weight=0 83.7544 51.4019 internal_count=2868 2098 770 is_linear=0 shrinkage=0.0224292 Tree=7176 num_leaves=4 num_cat=0 split_feature=13 49 52 split_gain=3.57632 3.77157 3.52323 threshold=-0.094744999999999982 -0.21083999999999997 0.092885000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011318020013180179 0.012527296848985176 -0.0028697671195821338 -0.0084382511279062506 leaf_weight=22.69164278297831 8.7048311252146942 96.912956063923048 5.6610687865759237 leaf_count=285 59 2453 85 internal_value=0 -0.00159873 0.00737034 internal_weight=0 105.618 28.3527 internal_count=2882 2512 370 is_linear=0 shrinkage=0.0224292 Tree=7177 num_leaves=4 num_cat=0 split_feature=13 1 15 split_gain=3.42611 3.63625 2.56104 threshold=-0.094744999999999982 0.10113500000000002 -0.091214999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017073984760055253 -0.0043678442034331315 0.0046129894333830929 0.01232094562136416 leaf_weight=10.276318200259995 72.608848197287443 32.961069752382173 17.999862409866182 leaf_count=161 1960 552 209 internal_value=0 -0.00156352 0.00722496 internal_weight=0 105.57 28.2762 internal_count=2882 2512 370 is_linear=0 shrinkage=0.0224292 Tree=7178 num_leaves=4 num_cat=0 split_feature=13 49 52 split_gain=3.28095 3.61004 3.40135 threshold=-0.094744999999999982 -0.21083999999999997 0.092885000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010974868355928298 0.012310091218037797 -0.0027730847945186964 -0.0084596068446238411 leaf_weight=22.563179211327228 8.6812566486187261 96.801110714692186 5.6521905639965544 leaf_count=285 59 2453 85 internal_value=0 -0.00152973 0.00707861 internal_weight=0 105.482 28.2154 internal_count=2882 2512 370 is_linear=0 shrinkage=0.0224292 Tree=7179 num_leaves=4 num_cat=0 split_feature=13 1 52 split_gain=3.14278 3.47669 3.26123 threshold=-0.094744999999999982 0.10113500000000002 0.092885000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010767049662922428 -0.0042408835770568719 0.0045450325254898236 -0.0082608294288168335 leaf_weight=22.484111531761304 72.499984317084454 32.936217663780553 5.6587564787187139 leaf_count=285 1960 552 85 internal_value=0 -0.00149601 0.00693806 internal_weight=0 105.436 28.1429 internal_count=2882 2512 370 is_linear=0 shrinkage=0.0224292 Tree=7180 num_leaves=4 num_cat=0 split_feature=1 15 132 split_gain=3.43638 8.80302 3.52817 threshold=0.085880000000000026 -0.089804999999999982 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051901619574059145 4.8222348751533532e-05 -1.0966873133669709e-06 0.00040388662019019575 leaf_weight=7.2585052090289528 71.156550920677546 49.660028863134357 5.8188771264685775 leaf_count=289 1129 1306 121 internal_value=0 -6.7296e-05 7.52019e-05 internal_weight=0 56.9185 76.9754 internal_count=2845 1595 1250 is_linear=0 shrinkage=0.000439788 Tree=7181 num_leaves=4 num_cat=0 split_feature=1 15 132 split_gain=3.51567 8.81637 3.49883 threshold=0.085880000000000026 -0.089804999999999982 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051970542416604937 4.9082476126993953e-05 -1.8817069353106673e-06 0.00040274101142554624 leaf_weight=7.2717462429354773 71.312350627114938 49.777096752710349 5.8365772082033791 leaf_count=289 1129 1306 121 internal_value=0 -6.8038e-05 7.5931e-05 internal_weight=0 57.0488 77.1489 internal_count=2845 1595 1250 is_linear=0 shrinkage=0.000439788 Tree=7182 num_leaves=4 num_cat=0 split_feature=1 15 132 split_gain=3.23835 8.83963 3.50048 threshold=0.085880000000000026 -0.089804999999999982 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026536794731035124 0.0023696052080860387 4.8401455728328846e-05 0.02059661026829215 leaf_weight=7.1931466948371954 70.448677971085999 49.306203567706689 5.7135869721969348 leaf_count=289 1129 1306 121 internal_value=0 -0.00334408 0.00374179 internal_weight=0 56.4994 76.1623 internal_count=2845 1595 1250 is_linear=0 shrinkage=0.0224292 Tree=7183 num_leaves=4 num_cat=0 split_feature=52 49 49 split_gain=2.97051 4.54688 3.39421 threshold=0.093630000000000005 0.085745000000000002 0.13223500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0036395923401178788 -0.011382314774631344 -0.0108995032319764 0.015357486156802132 leaf_weight=101.28087270310061 16.300630898011153 12.096534102915028 2.7803942194441325 leaf_count=1839 566 407 33 internal_value=0 0.0020868 -0.00747446 internal_weight=0 113.377 19.081 internal_count=2845 2246 599 is_linear=0 shrinkage=0.0224292 Tree=7184 num_leaves=4 num_cat=0 split_feature=129 42 15 split_gain=3.17769 4.26626 3.68314 threshold=0.086720000000000005 -1.0000000180025095e-35 0.085205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012634237543091308 -0.0057937693237179394 0.000521175245728315 0.026097784534293348 leaf_weight=13.923855787281353 2.941138734247942 112.14671724376967 4.7424732622603187 leaf_count=575 114 2096 77 internal_value=0 -0.000933466 0.0139062 internal_weight=0 126.071 7.68361 internal_count=2862 2671 191 is_linear=0 shrinkage=0.0224292 Tree=7185 num_leaves=4 num_cat=0 split_feature=129 42 15 split_gain=2.8916 4.10371 3.35781 threshold=0.086720000000000005 -1.0000000180025095e-35 0.085205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024310202663890257 -0.0001070953061094798 7.2847184853648416e-06 0.00048384898814604388 leaf_weight=14.222978207657432 3.0280751644531838 113.97757149398603 4.7766990634554531 leaf_count=575 114 2096 77 internal_value=0 -2.0526e-05 0.000254874 internal_weight=0 128.201 7.80477 internal_count=2862 2671 191 is_linear=0 shrinkage=0.000439788 Tree=7186 num_leaves=4 num_cat=0 split_feature=129 42 12 split_gain=3.03028 4.09389 2.54567 threshold=0.086720000000000005 -1.0000000180025095e-35 0.086885000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012403961418626071 -0.0051275292965220522 0.00050661860283979471 0.022439392650200642 leaf_weight=13.865925979349411 2.4767440169234751 112.18181925965109 5.2134529188369925 leaf_count=575 71 2096 120 internal_value=0 -0.000915277 0.0135703 internal_weight=0 126.048 7.6902 internal_count=2862 2671 191 is_linear=0 shrinkage=0.0224292 Tree=7187 num_leaves=4 num_cat=0 split_feature=129 42 393 split_gain=2.89369 3.93098 2.45448 threshold=0.086720000000000005 -1.0000000180025095e-35 0.08407000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012180974899594469 -0.00019304328607214126 0.00049525850961953054 0.025152303241853691 leaf_weight=13.804119254880787 3.622608362689788 112.18163136383009 4.0751795972464606 leaf_count=575 154 2096 37 internal_value=0 -0.000895297 0.0132537 internal_weight=0 125.986 7.69779 internal_count=2862 2671 191 is_linear=0 shrinkage=0.0224292 Tree=7188 num_leaves=4 num_cat=0 split_feature=13 16 148 split_gain=2.7491 5.83439 2.97402 threshold=0.17850500000000002 0.24031500000000003 -0.083929999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003387664668532382 -0.00051984304923446121 0.00013163170415117159 5.1444324444927492e-05 leaf_weight=3.8791186859889413 5.2868941740744031 5.3169865303789265 122.43976603910778 leaf_count=70 136 30 2601 internal_value=0 -0.000193532 3.9412e-05 internal_weight=0 10.6039 126.319 internal_count=2837 166 2671 is_linear=0 shrinkage=0.000439788 Tree=7189 num_leaves=4 num_cat=0 split_feature=13 16 148 split_gain=2.74732 5.68106 2.98412 threshold=0.17850500000000002 0.24031500000000003 -0.083929999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00035964503891972065 -0.00053170909364501861 0.00010886296234625149 2.8922786570380981e-05 leaf_weight=3.9260002982337019 5.3971842382743471 5.2856660471879877 123.24150854624168 leaf_count=70 136 30 2601 internal_value=0 -0.000215138 1.68745e-05 internal_weight=0 10.6829 127.168 internal_count=2837 166 2671 is_linear=0 shrinkage=0.000439788 Tree=7190 num_leaves=4 num_cat=0 split_feature=13 16 401 split_gain=2.56654 5.94519 2.92582 threshold=0.17850500000000002 0.24031500000000003 0.078330000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0125737923577087e-05 -0.00051500081408325984 0.00014026215743913144 -0.00029387275150778242 leaf_weight=122.98628275858937 5.336279911833115 5.3440684469533153 4.9567235257272833 leaf_count=2438 136 30 233 internal_value=0 -0.000187465 3.67568e-05 internal_weight=0 10.6803 127.943 internal_count=2837 166 2671 is_linear=0 shrinkage=0.000439788 Tree=7191 num_leaves=4 num_cat=0 split_feature=13 16 148 split_gain=2.7747 5.85558 2.99895 threshold=0.17850500000000002 0.24031500000000003 -0.083929999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01740168555371871 -0.026733298958343484 0.0066363426826729155 0.0026253385854938653 leaf_weight=3.8626501542748874 5.2414545769424858 5.3092646680015605 121.6373020772553 leaf_count=70 136 30 2601 internal_value=0 -0.00995959 0.00200639 internal_weight=0 10.5507 125.5 internal_count=2837 166 2671 is_linear=0 shrinkage=0.0224292 Tree=7192 num_leaves=4 num_cat=0 split_feature=157 0 157 split_gain=2.70772 4.98006 4.7676 threshold=-0.074904999999999985 -0.10956499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020319049942328447 -0.027052692479439904 -0.0028738333780651206 -0.00042067658954045452 leaf_weight=8.7321679957676697 3.4663535111176307 9.9476139944563311 113.50464225056203 leaf_count=45 151 310 2355 internal_value=0 0.00797773 -0.00121418 internal_weight=0 18.6798 116.971 internal_count=2861 355 2506 is_linear=0 shrinkage=0.0224292 Tree=7193 num_leaves=4 num_cat=0 split_feature=157 0 157 split_gain=2.52179 4.73793 4.72136 threshold=-0.074904999999999985 -0.10956499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038866352078518036 -0.00052514813327599074 -5.3013340502550616e-05 -6.8756331938351036e-06 leaf_weight=8.7024391419254261 3.4840406506045829 10.17253205036104 115.14576712300914 leaf_count=45 151 310 2355 internal_value=0 0.000150812 -2.21788e-05 internal_weight=0 18.875 118.63 internal_count=2861 355 2506 is_linear=0 shrinkage=0.000439788 Tree=7194 num_leaves=4 num_cat=0 split_feature=157 0 157 split_gain=2.59219 4.79388 4.64967 threshold=-0.074904999999999985 -0.10956499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019987546881360223 -0.026948786636113626 -0.0028067053936527918 -0.00040988289547554271 leaf_weight=8.6741190885659325 3.4021223708077732 9.9501926924385753 113.53595625339949 leaf_count=45 151 310 2355 internal_value=0 0.00781912 -0.00118626 internal_weight=0 18.6243 116.938 internal_count=2861 355 2506 is_linear=0 shrinkage=0.0224292 Tree=7195 num_leaves=4 num_cat=0 split_feature=157 0 157 split_gain=2.48487 4.61851 4.53467 threshold=-0.074904999999999985 -0.10956499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01966879288080749 -0.026846252202427617 -0.0027443370127702518 -0.00040069237527109769 leaf_weight=8.6179365885909665 3.3393006903606866 9.9485289940494095 113.53560492235192 leaf_count=45 151 310 2355 internal_value=0 0.00766861 -0.00116055 internal_weight=0 18.5665 116.875 internal_count=2861 355 2506 is_linear=0 shrinkage=0.0224292 Tree=7196 num_leaves=3 num_cat=0 split_feature=51 123 split_gain=3.90529 3.96448 threshold=-0.24603999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027552825283248122 -0.0019395705248475732 0.012633647743077823 leaf_weight=2.7815626635056097 117.88360769065184 10.184495995199539 leaf_count=131 2478 243 internal_value=0 -0.000778939 internal_weight=0 128.068 internal_count=2852 2721 is_linear=0 shrinkage=0.0224292 Tree=7197 num_leaves=3 num_cat=0 split_feature=51 123 split_gain=3.8277 3.94223 threshold=-0.24603999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053739950333357245 -3.6966857913413106e-05 0.00024715968620901148 leaf_weight=2.7450516011194841 118.61590145900482 10.243054909995406 leaf_count=131 2478 243 internal_value=0 -1.43482e-05 internal_weight=0 128.859 internal_count=2852 2721 is_linear=0 shrinkage=0.000439788 Tree=7198 num_leaves=3 num_cat=0 split_feature=51 123 split_gain=3.81052 3.81141 threshold=-0.24603999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027458170035271377 -0.0018951399936007766 0.012440713100282351 leaf_weight=2.7282174897227369 117.89120267187172 10.112284193848607 leaf_count=131 2478 243 internal_value=0 -0.00076092 internal_weight=0 128.003 internal_count=2852 2721 is_linear=0 shrinkage=0.0224292 Tree=7199 num_leaves=3 num_cat=0 split_feature=51 123 split_gain=3.77753 3.85207 threshold=-0.24603999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053580891993958418 -3.598745396641587e-05 0.00024501302508136465 leaf_weight=2.7180786805110975 118.99814467168471 10.22896808007499 leaf_count=131 2478 243 internal_value=0 -1.3712e-05 internal_weight=0 129.227 internal_count=2852 2721 is_linear=0 shrinkage=0.000439788 Tree=7200 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.68349 3.4691 threshold=0.2623950000000001 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.6305370881894015e-05 -0.00047390610477418755 0.00010823656785362183 leaf_weight=83.893753856722469 3.1597312262238111 42.214654297451489 leaf_count=2010 80 736 internal_value=0 5.43593e-06 internal_weight=0 126.108 internal_count=2826 2746 is_linear=0 shrinkage=0.000439788 Tree=7201 num_leaves=3 num_cat=0 split_feature=13 457 split_gain=3.70252 3.2291 threshold=0.2623950000000001 0.082870000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001216415580623858 -0.024268528131599399 0.0086379361827514812 leaf_weight=105.08959914587467 3.1311365746660149 19.875614393735304 leaf_count=2525 80 221 internal_value=0 0.000351991 internal_weight=0 124.965 internal_count=2826 2746 is_linear=0 shrinkage=0.0224292 Tree=7202 num_leaves=4 num_cat=0 split_feature=16 51 43 split_gain=3.47735 4.06821 0.932544 threshold=0.51434500000000016 -0.23938999999999996 -0.22384499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042110948402072061 -0.0007110391210467063 -6.9519947999405648e-06 -0.0002308614103116763 leaf_weight=4.4307578627704052 1.4731617346405985 122.72032369472436 1.7027230037783727 leaf_count=78 10 2601 137 internal_value=0 8.02538e-06 -0.000456514 internal_weight=0 127.151 3.17588 internal_count=2826 2679 147 is_linear=0 shrinkage=0.000439788 Tree=7203 num_leaves=3 num_cat=0 split_feature=13 1 split_gain=3.55637 3.17059 threshold=0.2623950000000001 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021844147349989926 -0.02385354373514802 0.0053892608400307384 leaf_weight=83.233696471146686 3.1127061818915527 41.733819425622642 leaf_count=2010 80 736 internal_value=0 0.000345307 internal_weight=0 124.968 internal_count=2826 2746 is_linear=0 shrinkage=0.0224292 Tree=7204 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=3.95701 4.87189 3.08487 threshold=0.17335000000000003 0.14114500000000005 0.14121000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2794522725771598e-06 -0.00047847230227810453 0.00053126539157306852 0.00022863655698404187 leaf_weight=120.06934270220518 5.5176046314918485 3.3848596182651809 1.5086661890381945 leaf_count=2465 319 22 18 internal_value=0 1.24291e-05 -0.000326435 internal_weight=0 123.454 7.02627 internal_count=2824 2487 337 is_linear=0 shrinkage=0.000439788 Tree=7205 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=3.95157 4.85106 3.06543 threshold=0.17335000000000003 0.14114500000000005 0.14121000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6788941608387214e-06 -0.00048094061727283545 0.00053142762546285599 0.00023103066446502059 leaf_weight=119.24583158736641 5.4274639797949922 3.3762945744674644 1.4769997416879048 leaf_count=2465 319 22 18 internal_value=0 1.30802e-05 -0.000328419 internal_weight=0 122.622 6.90446 internal_count=2824 2487 337 is_linear=0 shrinkage=0.000439788 Tree=7206 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=3.93245 4.87561 3.05975 threshold=0.17335000000000003 0.14114500000000005 0.14121000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011784237547739139 -0.024631507548228557 0.02725037517301113 0.011801191176903899 leaf_weight=117.85852199137662 5.3735564265480198 3.3491280428133896 1.4648547737451734 leaf_count=2465 319 22 18 internal_value=0 0.00064255 -0.0168161 internal_weight=0 121.208 6.83841 internal_count=2824 2487 337 is_linear=0 shrinkage=0.0224292 Tree=7207 num_leaves=4 num_cat=0 split_feature=52 52 49 split_gain=3.80641 4.70696 2.97358 threshold=0.17335000000000003 0.14114500000000005 0.14121000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011519986262857168 -0.024444609053896539 0.026900152573230873 0.011589532072186591 leaf_weight=117.85836447506517 5.2942401971085919 3.3172462650109074 1.4585723080235764 leaf_count=2465 319 22 18 internal_value=0 0.00062848 -0.0166507 internal_weight=0 121.176 6.75281 internal_count=2824 2487 337 is_linear=0 shrinkage=0.0224292 Tree=7208 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=3.64369 3.51437 0.903358 threshold=-0.088654999999999984 -0.077704999999999982 0.085880000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047415481624189858 0.00014924326939736858 -7.1588837855339545e-06 -5.8601673334078974e-05 leaf_weight=3.3487988040797054 39.829199617703125 91.803659728775528 1.4547852746327405 leaf_count=280 714 1789 83 internal_value=0 4.01797e-05 -0.000349033 internal_weight=0 131.633 4.80358 internal_count=2866 2503 363 is_linear=0 shrinkage=0.000439788 Tree=7209 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=3.53074 3.60312 0.856322 threshold=-0.088654999999999984 -0.077704999999999982 0.085110000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024212506739642609 0.0077911323309780098 -0.00035313649917446423 -0.003370732631975995 leaf_weight=3.1958567985420805 39.136409429178457 90.461635890831531 1.4441125647281294 leaf_count=278 714 1789 85 internal_value=0 0.00210708 -0.0177663 internal_weight=0 129.598 4.63997 internal_count=2866 2503 363 is_linear=0 shrinkage=0.0224292 Tree=7210 num_leaves=4 num_cat=0 split_feature=403 52 1 split_gain=3.46424 3.29865 0.882161 threshold=-0.088654999999999984 -0.4290699999999999 0.085550000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004739215188672689 -0.00033961870435564914 5.2744564823406059e-05 -5.9731623587181507e-05 leaf_weight=3.2009631299661114 4.2658874013541199 126.36567875955006 1.4478553528315385 leaf_count=279 257 2246 84 internal_value=0 3.98838e-05 -0.000345696 internal_weight=0 130.632 4.64882 internal_count=2866 2503 363 is_linear=0 shrinkage=0.000439788 Tree=7211 num_leaves=4 num_cat=0 split_feature=403 4 1 split_gain=3.41575 3.44007 0.853418 threshold=-0.088654999999999984 -0.077704999999999982 0.085110000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024173973038398345 0.007612704263775253 -0.00034501366995137484 -0.0032976246494131546 leaf_weight=3.1295523741646312 39.135484864491445 90.477524426038144 1.443430077168159 leaf_count=278 714 1789 85 internal_value=0 0.00205851 -0.0176256 internal_weight=0 129.613 4.57298 internal_count=2866 2503 363 is_linear=0 shrinkage=0.0224292 Tree=7212 num_leaves=4 num_cat=0 split_feature=12 403 16 split_gain=3.3139 4.88561 3.10965 threshold=1.0000000180025095e-35 0.092300000000000007 0.12292000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012920695607350577 -9.7278650452032526e-05 0.0002659560170053506 -0.00014267211403300661 leaf_weight=49.90744184666255 62.697455682253349 8.0667346597510896 9.7044927203933167 leaf_count=631 1876 209 126 internal_value=0 -5.58113e-05 8.4915e-05 internal_weight=0 70.7642 59.6119 internal_count=2842 2085 757 is_linear=0 shrinkage=0.000439788 Tree=7213 num_leaves=4 num_cat=0 split_feature=12 403 16 split_gain=3.60818 4.73975 3.0316 threshold=1.0000000180025095e-35 0.092300000000000007 0.12292000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013032092087296646 -0.00010013603690530115 0.0002550099297463577 -0.0001372924442117285 leaf_weight=50.328787705453578 63.281210855766403 8.1926384457510704 9.7610586594091711 leaf_count=631 1876 209 126 internal_value=0 -5.93705e-05 8.68197e-05 internal_weight=0 71.4738 60.0898 internal_count=2842 2085 757 is_linear=0 shrinkage=0.000439788 Tree=7214 num_leaves=4 num_cat=0 split_feature=12 403 16 split_gain=3.58792 4.80581 3.14946 threshold=1.0000000180025095e-35 0.092300000000000007 0.12292000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013219784712466493 -9.8929873592159482e-05 0.00025960229981046595 -0.00014023285099411983 leaf_weight=50.337810317447293 63.261452716928034 8.1454193568570172 9.7894663420083798 leaf_count=631 1876 209 126 internal_value=0 -5.79735e-05 8.78123e-05 internal_weight=0 71.4069 60.1273 internal_count=2842 2085 757 is_linear=0 shrinkage=0.000439788 Tree=7215 num_leaves=4 num_cat=0 split_feature=12 403 16 split_gain=3.21108 5.00545 3.11175 threshold=1.0000000180025095e-35 0.092300000000000007 0.12292000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065811322993437121 -0.0049245278530080797 0.013867072077887803 -0.0073179310694744702 leaf_weight=49.644189251310308 62.218162117784232 8.0350704269512772 9.666792078103752 leaf_count=631 1876 209 126 internal_value=0 -0.00277209 0.00431417 internal_weight=0 70.2532 59.311 internal_count=2842 2085 757 is_linear=0 shrinkage=0.0224292 Tree=7216 num_leaves=4 num_cat=0 split_feature=133 133 0 split_gain=3.10426 5.27569 0.343785 threshold=-0.17773999999999998 -0.15835999999999997 -0.081804999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.025021032100968687 0.039262778644435677 0.00041733274607521281 -0.010899548871462441 leaf_weight=2.3126972386417042 1.7642310066148628 128.17003022797144 1.4573604416946171 leaf_count=139 25 2618 82 internal_value=0 0.000950462 -0.0196446 internal_weight=0 129.934 3.77006 internal_count=2864 2643 221 is_linear=0 shrinkage=0.0224292 Tree=7217 num_leaves=4 num_cat=0 split_feature=15 15 160 split_gain=3.08262 5.24117 3.55598 threshold=-0.095034999999999981 -0.11532999999999999 -0.091964999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023542053298376332 -0.017296844214658647 0.014275646372763342 -0.00058553313794282595 leaf_weight=19.560332703680615 6.8857144176727152 18.572536956613476 88.641156209228939 leaf_count=431 321 170 1942 internal_value=0 0.00574842 -0.00179332 internal_weight=0 38.1329 95.5269 internal_count=2864 601 2263 is_linear=0 shrinkage=0.0224292 Tree=7218 num_leaves=4 num_cat=0 split_feature=133 133 0 split_gain=3.00147 5.05105 0.34792 threshold=-0.17773999999999998 -0.15835999999999997 -0.081804999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024901275534982281 0.038415118887018318 0.00040000930628022931 -0.010647331802576723 leaf_weight=2.2778396627545594 1.763699400005861 128.12051641299695 1.4520615616420389 leaf_count=139 25 2618 82 internal_value=0 0.000921787 -0.0194347 internal_weight=0 129.884 3.7299 internal_count=2864 2643 221 is_linear=0 shrinkage=0.0224292 Tree=7219 num_leaves=4 num_cat=0 split_feature=4 43 0 split_gain=2.97835 6.31003 3.54185 threshold=-0.22295999999999996 -0.057994999999999998 -0.063914999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011221809611876389 -7.0629590306247871e-05 -0.018441857808488782 0.010732169445372886 leaf_weight=5.3727520580869195 99.277756809944549 10.896907118498346 18.023817409426556 leaf_count=48 2305 177 334 internal_value=0 -0.00864431 0.00159074 internal_weight=0 16.2697 117.302 internal_count=2864 225 2639 is_linear=0 shrinkage=0.0224292 Tree=7220 num_leaves=4 num_cat=0 split_feature=4 16 0 split_gain=3.54149 4.0653 2.63053 threshold=0.27150500000000005 -0.19424999999999998 -0.23998999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00023511718668281755 -0.00015604079545897956 -2.0274743998928888e-06 0.00025513717570233989 leaf_weight=17.060192256816663 3.775222651660445 94.809707016218454 14.604021936494972 leaf_count=171 38 2305 297 internal_value=0 -3.76078e-05 0.000170604 internal_weight=0 111.87 18.3792 internal_count=2811 2476 335 is_linear=0 shrinkage=0.000439788 Tree=7221 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=3.38189 4.85864 1.25037 threshold=-0.24219999999999997 -0.19415499999999999 -0.46637499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5854526187204887e-06 -0.00058451426223191452 -1.3242345020346279e-05 0.00034787387678333599 leaf_weight=2.905771371544688 2.9326781879208275 117.65487598391701 6.7013492085752642 leaf_count=49 76 2501 185 internal_value=0 -2.7226e-05 0.00024365 internal_weight=0 120.588 9.60712 internal_count=2811 2577 234 is_linear=0 shrinkage=0.000439788 Tree=7222 num_leaves=4 num_cat=0 split_feature=4 16 0 split_gain=2.99887 4.32636 2.61121 threshold=0.27150500000000005 -0.19424999999999998 -0.23998999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012202147705931169 -0.008582063189144019 0.00014559451527470916 0.012553877378207973 leaf_weight=16.840939390502172 3.6975577939301756 93.101015600565006 14.127971108267955 leaf_count=171 38 2305 297 internal_value=0 -0.00174763 0.00816515 internal_weight=0 109.942 17.8255 internal_count=2811 2476 335 is_linear=0 shrinkage=0.0224292 Tree=7223 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=3.04282 4.81453 1.30736 threshold=-0.24219999999999997 -0.19415499999999999 -0.46637499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00073963614700207686 -0.029921211261124323 -0.00060778546546401825 0.017601291277434362 leaf_weight=2.8049612135218922 2.8700913112261324 115.58604294390534 6.4228851582956832 leaf_count=49 76 2501 185 internal_value=0 -0.00132273 0.0120362 internal_weight=0 118.456 9.22785 internal_count=2811 2577 234 is_linear=0 shrinkage=0.0224292 Tree=7224 num_leaves=4 num_cat=0 split_feature=0 47 52 split_gain=5.24571 4.58377 2.6697 threshold=-0.076734999999999984 1.0000000180025095e-35 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.04779961973701e-05 -0.00027887085109424707 -0.00028164153972049162 0.00014730094057137751 leaf_weight=72.202898453331727 3.0358209006953976 15.833889246830948 41.275881988382025 leaf_count=1630 158 274 767 internal_value=0 -6.75005e-05 0.000117996 internal_weight=0 88.0368 44.3117 internal_count=2829 1904 925 is_linear=0 shrinkage=0.000439788 Tree=7225 num_leaves=4 num_cat=0 split_feature=0 47 52 split_gain=4.87512 4.51342 3.26225 threshold=-0.063914999999999986 1.0000000180025095e-35 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.7872788220876728e-06 -0.00018469613429764013 -0.00025367878979332896 0.00019391130339440927 leaf_weight=79.665138241565728 5.1308525595813981 17.4412156171893 30.401694379783294 leaf_count=1942 149 321 417 internal_value=0 -5.11725e-05 0.000139171 internal_weight=0 97.1064 35.5325 internal_count=2829 2263 566 is_linear=0 shrinkage=0.000439788 Tree=7226 num_leaves=4 num_cat=0 split_feature=0 47 52 split_gain=5.10098 4.70711 2.48959 threshold=-0.076734999999999984 1.0000000180025095e-35 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00079356419809394963 -0.013668396892960085 -0.014366924723903961 0.0075736135528674904 leaf_weight=71.302667917265353 2.9601232341374262 15.66109307004808 40.945565756919677 leaf_count=1630 158 274 767 internal_value=0 -0.00324057 0.00613616 internal_weight=0 86.9638 43.9057 internal_count=2829 1904 925 is_linear=0 shrinkage=0.0224292 Tree=7227 num_leaves=4 num_cat=0 split_feature=0 151 52 split_gain=5.29381 3.93966 2.98124 threshold=-0.063914999999999986 0.015440000000000001 -0.28430999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1688351447968093e-05 -0.0001699499559150031 0.00016447916302672253 0.00019406645084826265 leaf_weight=84.116143891718821 5.0629046746762461 13.45307485439116 30.396985228886479 leaf_count=2150 149 113 417 internal_value=0 -5.63421e-05 0.000142029 internal_weight=0 97.5692 35.4599 internal_count=2829 2263 566 is_linear=0 shrinkage=0.000439788 Tree=7228 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=2.94656 4.06805 threshold=0.51014500000000018 0.08776500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015815936043063199 0.021966741464773471 -0.018702983417132661 leaf_weight=123.11077751868288 3.3647247814151333 5.1640293718810417 leaf_count=2588 131 103 internal_value=0 0.000762324 internal_weight=0 128.275 internal_count=2822 2691 is_linear=0 shrinkage=0.0224292 Tree=7229 num_leaves=3 num_cat=0 split_feature=4 15 split_gain=3.03031 3.6056 threshold=0.51014500000000018 -0.11532999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.000186546419873703 0.0004319070477966747 4.0989209914568763e-05 leaf_weight=15.236822592916722 3.4316723368465309 115.04804656718625 leaf_count=320 131 2371 internal_value=0 1.43555e-05 internal_weight=0 130.285 internal_count=2822 2691 is_linear=0 shrinkage=0.000439788 Tree=7230 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=2.87437 3.8994 threshold=0.51014500000000018 0.08776500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015452679264892348 0.021864491719116648 -0.018345051014609422 leaf_weight=123.15141642417802 3.3068388547253553 5.1473243037762577 leaf_count=2588 131 103 internal_value=0 0.000744661 internal_weight=0 128.299 internal_count=2822 2691 is_linear=0 shrinkage=0.0224292 Tree=7231 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=2.87888 3.64505 threshold=0.51014500000000018 0.08776500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.8334168544962726e-05 0.00042729932462659569 -0.00034806904500871914 leaf_weight=124.35921425391643 3.3128814612791748 5.1643551894812836 leaf_count=2588 131 103 internal_value=0 1.32772e-05 internal_weight=0 129.524 internal_count=2822 2691 is_linear=0 shrinkage=0.000439788 Tree=7232 num_leaves=4 num_cat=0 split_feature=3 484 16 split_gain=2.48437 2.90512 1.05659 threshold=-0.160465 0.092160000000000006 -0.034774999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019855853052702401 0.00040287199317546338 -0.019940369934889263 0.004729007693975564 leaf_weight=4.3425240018113982 118.46534040481129 3.6208363428559087 5.0039510615169984 leaf_count=57 2514 186 91 internal_value=0 -0.000203492 0.0117833 internal_weight=0 122.086 9.34648 internal_count=2848 2700 148 is_linear=0 shrinkage=0.0224292 Tree=7233 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=3.12662 3.46352 threshold=0.088410000000000002 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010300867939195325 0.00024333164182037452 5.122649273893364e-05 leaf_weight=43.905072111854679 10.723394125467165 78.447266137751285 leaf_count=1439 97 1312 internal_value=0 -4.12689e-06 internal_weight=0 122.352 internal_count=2848 2751 is_linear=0 shrinkage=0.000439788 Tree=7234 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=3.09312 3.58745 threshold=0.088410000000000002 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00010845406840495962 0.0002390010274353162 4.8999915811319327e-05 leaf_weight=43.673213108759228 10.685478505620265 77.846268635246815 leaf_count=1439 97 1312 internal_value=0 -7.59604e-06 internal_weight=0 121.519 internal_count=2848 2751 is_linear=0 shrinkage=0.000439788 Tree=7235 num_leaves=3 num_cat=0 split_feature=151 1 split_gain=3.10192 3.4351 threshold=0.088410000000000002 0.077800000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0054317445428954626 0.012241833537959662 0.002449811478778984 leaf_weight=43.420229500974528 10.632646027661393 77.345102958228381 leaf_count=1439 97 1312 internal_value=0 -0.000384351 internal_weight=0 120.765 internal_count=2848 2751 is_linear=0 shrinkage=0.0224292 Tree=7236 num_leaves=3 num_cat=0 split_feature=1429 151 split_gain=3.97189 3.31434 threshold=-1.0000000180025095e-35 0.085710000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005010993358066882 7.9128310007248803e-06 0.0002669687561304043 leaf_weight=2.7829250679533279 123.39328838833899 10.334588344208894 leaf_count=137 2612 99 internal_value=0 2.79681e-05 internal_weight=0 133.728 internal_count=2848 2711 is_linear=0 shrinkage=0.000439788 Tree=7237 num_leaves=4 num_cat=0 split_feature=3 484 150 split_gain=3.54329 4.58607 4.53782 threshold=0.096440000000000012 -0.079734999999999986 0.088040000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.024249772740313754 -0.011185275547672329 0.003671630992986963 0.0095747031737827733 leaf_weight=3.0281311515100233 21.383998279394294 102.83265489362566 7.0226669897092497 leaf_count=273 248 2250 77 internal_value=0 0.00286872 -0.00605003 internal_weight=0 105.861 28.4067 internal_count=2848 2523 325 is_linear=0 shrinkage=0.0224292 Tree=7238 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.43182 4.29284 threshold=0.085710000000000022 -0.31764499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.029854070596572434 0.013447731971440358 0.00051411205832670517 leaf_weight=2.368585809133946 10.207494759815743 121.63864698084399 leaf_count=20 101 2727 internal_value=0 -7.04378e-05 internal_weight=0 124.007 internal_count=2848 2747 is_linear=0 shrinkage=0.0224292 Tree=7239 num_leaves=4 num_cat=0 split_feature=1429 13 474 split_gain=4.31393 3.38297 0.395074 threshold=-1.0000000180025095e-35 0.17850500000000002 0.086970000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00067151538712378368 4.8869854051549421e-05 -0.00024165852230454882 -0.00033970444828406647 leaf_weight=1.4505825633532361 125.528730954411 8.2432002463756344 1.4653595974086782 leaf_count=94 2553 158 43 internal_value=0 3.09352e-05 -0.000508064 internal_weight=0 133.772 2.91594 internal_count=2848 2711 137 is_linear=0 shrinkage=0.000439788 Tree=7240 num_leaves=4 num_cat=0 split_feature=42 160 457 split_gain=3.52847 3.72873 3.21915 threshold=-1.0000000180025095e-35 -0.08169499999999999 0.069705000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013889134561331975 0.00091237393125602798 -0.012139458941405843 0.010915438036141221 leaf_weight=3.3223963140462756 95.152602229551121 16.192243985075038 19.483694064809242 leaf_count=93 1895 660 202 internal_value=0 -0.00769881 0.00261404 internal_weight=0 19.5146 114.636 internal_count=2850 753 2097 is_linear=0 shrinkage=0.0224292 Tree=7241 num_leaves=4 num_cat=0 split_feature=128 41 2 split_gain=3.42046 2.99504 0.518259 threshold=0.081680000000000016 0.083565000000000014 0.083350000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4865361633078976e-05 -0.0005083052651376407 -0.00032028614049681284 -0.0001731721933499003 leaf_weight=126.6437400196628 2.4432736160815689 4.4799227213952681 1.4435603226011151 leaf_count=2541 110 98 101 internal_value=0 3.23449e-05 -0.000385293 internal_weight=0 131.124 3.88683 internal_count=2850 2639 211 is_linear=0 shrinkage=0.000439788 Tree=7242 num_leaves=4 num_cat=0 split_feature=42 160 457 split_gain=3.67076 3.67822 3.16118 threshold=-1.0000000180025095e-35 -0.08169499999999999 0.069705000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026488144220014164 1.7086308612654138e-05 -0.00023888014897773964 0.00021027300084742272 leaf_weight=3.354481586746263 96.779996180575836 16.628494972672343 19.70279666512215 leaf_count=93 1895 660 202 internal_value=0 -0.000154143 4.97925e-05 internal_weight=0 19.983 116.483 internal_count=2850 753 2097 is_linear=0 shrinkage=0.000439788 Tree=7243 num_leaves=4 num_cat=0 split_feature=128 41 2 split_gain=3.43287 3.05913 0.505514 threshold=0.081680000000000016 0.083565000000000014 0.082535000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023510472035296577 -0.026039711235350396 -0.016535850050759745 -0.0090932991485626526 leaf_weight=125.78357366282944 2.4002264846931207 4.4485298737999974 1.443036152373679 leaf_count=2541 106 98 105 internal_value=0 0.00170357 -0.0197532 internal_weight=0 130.232 3.84326 internal_count=2850 2639 211 is_linear=0 shrinkage=0.0224292 Tree=7244 num_leaves=4 num_cat=0 split_feature=130 1 48 split_gain=3.56532 6.345 4.54352 threshold=-0.0015749999999999998 1.0000000180025095e-35 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.03104121457794675 0.0038549683521541594 0.0044328207583798698 -0.01411098761831458 leaf_weight=4.4547962280485063 118.11430397887671 5.8480593395652249 7.5143971352663348 leaf_count=174 2465 104 85 internal_value=0 -0.0109346 0.00277837 internal_weight=0 10.3029 125.629 internal_count=2828 278 2550 is_linear=0 shrinkage=0.0224292 Tree=7245 num_leaves=4 num_cat=0 split_feature=130 1 48 split_gain=3.43187 6.21642 4.34481 threshold=-0.0015749999999999998 1.0000000180025095e-35 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.030991966938545137 0.0037687181332155552 0.0043401074877712428 -0.013806804076599805 leaf_weight=4.3628651727922243 118.10811668624956 5.8395216122153215 7.50818706411519 leaf_count=174 2465 104 85 internal_value=0 -0.0107987 0.00271628 internal_weight=0 10.2024 125.616 internal_count=2828 278 2550 is_linear=0 shrinkage=0.0224292 Tree=7246 num_leaves=4 num_cat=0 split_feature=130 1 48 split_gain=3.31784 6.2713 3.97247 threshold=-0.0015749999999999998 1.0000000180025095e-35 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060376011558593379 7.0052849259892973e-05 8.7779585099838182e-05 -0.00025839892322028539 leaf_weight=4.4158932269201596 119.81707986640322 5.9150264631898608 7.5534974196634712 leaf_count=174 2465 104 85 internal_value=0 -0.000208384 5.05388e-05 internal_weight=0 10.3309 127.371 internal_count=2828 278 2550 is_linear=0 shrinkage=0.000439788 Tree=7247 num_leaves=4 num_cat=0 split_feature=130 1 48 split_gain=3.24725 6.20419 4.0516 threshold=-0.0015749999999999998 1.0000000180025095e-35 0.12737000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060410777025983161 7.1610645928945477e-05 8.7396812290625118e-05 -0.00026003092665618382 leaf_weight=4.3310550121677789 119.18697566150513 5.9210388929932378 7.5592193771444718 leaf_count=174 2465 104 85 internal_value=0 -0.000205313 5.17952e-05 internal_weight=0 10.2521 126.746 internal_count=2828 278 2550 is_linear=0 shrinkage=0.000439788 Tree=7248 num_leaves=4 num_cat=0 split_feature=2 2 12 split_gain=2.53436 7.20856 6.10443 threshold=0.086610000000000006 0.086935000000000012 0.10115500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0083361065665413046 0.035141414101508034 0.00045427836321090852 0.013879716892144721 leaf_weight=38.93279599433663 3.1101760098608784 81.819563184817525 7.3873490139667402 leaf_count=1050 33 1619 107 internal_value=0 0.00173215 -0.00478877 internal_weight=0 84.9297 46.3201 internal_count=2809 1652 1157 is_linear=0 shrinkage=0.0224292 Tree=7249 num_leaves=4 num_cat=0 split_feature=2 2 12 split_gain=2.5479 6.78094 5.84524 threshold=0.086610000000000006 0.086935000000000012 0.10115500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001590886980149995 0.00066744035489975471 1.214648925939296e-05 0.0002633698923433308 leaf_weight=39.342627499660011 3.1517367334599831 83.099870450569142 7.5317969930765676 leaf_count=1050 33 1619 107 internal_value=0 3.62341e-05 -9.11283e-05 internal_weight=0 86.2516 46.8744 internal_count=2809 1652 1157 is_linear=0 shrinkage=0.000439788 Tree=7250 num_leaves=4 num_cat=0 split_feature=2 2 12 split_gain=2.52328 6.79198 5.79857 threshold=0.086610000000000006 0.086935000000000012 0.10115500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016062486682334972 0.00066659171376514238 9.4747039719148746e-06 0.00026118049278729298 leaf_weight=39.396874854050111 3.139356667197716 82.728997873065964 7.4857593033229923 leaf_count=1050 33 1619 107 internal_value=0 3.36418e-05 -9.31962e-05 internal_weight=0 85.8684 46.8826 internal_count=2809 1652 1157 is_linear=0 shrinkage=0.000439788 Tree=7251 num_leaves=4 num_cat=0 split_feature=3 133 13 split_gain=2.15192 3.1375 1.71455 threshold=0.17351000000000003 -0.15835999999999997 -0.42334499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012734254042683609 0.00077945170082882695 -0.0022354710140577968 0.020727236908034616 leaf_weight=7.4836471584203528 4.5798130541297724 115.07022504716588 4.0991398901969642 leaf_count=210 72 2453 74 internal_value=0 -0.00131952 0.0102258 internal_weight=0 122.554 8.67895 internal_count=2809 2663 146 is_linear=0 shrinkage=0.0224292 Tree=7252 num_leaves=4 num_cat=0 split_feature=1 403 4 split_gain=5.50382 4.9833 4.60913 threshold=1.0000000180025095e-35 0.03138500000000001 -0.083504999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029710323789734626 0.0018315384153799912 0.025007654574813139 -0.012220891474731689 leaf_weight=15.860375235148238 79.462941108049563 4.9397661483308175 27.359337004516419 leaf_count=324 1305 98 1101 internal_value=0 0.0031933 -0.00664705 internal_weight=0 84.4027 43.2197 internal_count=2828 1403 1425 is_linear=0 shrinkage=0.0224292 Tree=7253 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=5.27446 6.48314 4.75786 threshold=1.0000000180025095e-35 0.0020050000000000003 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027293930373025848 3.4746698293713098e-05 7.0101963321749435e-05 0.000475329494862138 leaf_weight=25.067073294958391 80.475773101359664 18.512744349784043 5.0187132276478215 leaf_count=1077 1305 348 98 internal_value=0 -0.000127248 6.07102e-05 internal_weight=0 43.5798 85.4945 internal_count=2828 1425 1403 is_linear=0 shrinkage=0.000439788 Tree=7254 num_leaves=4 num_cat=0 split_feature=1 16 403 split_gain=5.26858 6.34082 4.75944 threshold=1.0000000180025095e-35 0.0020050000000000003 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013912207811676059 0.0017896852424595247 0.0034879918943426808 0.02443727405541854 leaf_weight=24.768076952444972 79.466640791637474 18.313535229550325 4.940676256788719 leaf_count=1077 1305 348 98 internal_value=0 -0.0065173 0.00312056 internal_weight=0 43.0816 84.4073 internal_count=2828 1425 1403 is_linear=0 shrinkage=0.0224292 Tree=7255 num_leaves=4 num_cat=0 split_feature=1 16 14 split_gain=5.04988 5.30512 4.0742 threshold=0.077020000000000019 0.0020050000000000003 -0.24487499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013009563905868014 -0.015946756688378062 0.0027562107305014291 0.0043939383569869591 leaf_weight=25.178085052366441 5.2703752569796043 18.700291285593266 78.154366752845817 leaf_count=1083 105 357 1283 internal_value=0 -0.00629216 0.00310556 internal_weight=0 43.8784 83.4247 internal_count=2828 1440 1388 is_linear=0 shrinkage=0.0224292 Tree=7256 num_leaves=3 num_cat=0 split_feature=150 0 split_gain=2.98606 2.57333 threshold=-0.20684999999999998 0.062580000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019706007731372977 -0.00097827389064915338 0.0097318278963922106 leaf_weight=4.0107043224852523 113.00184249198719 12.518780385304124 leaf_count=28 2615 156 internal_value=0 9.12139e-05 internal_weight=0 125.521 internal_count=2799 2771 is_linear=0 shrinkage=0.0224292 Tree=7257 num_leaves=4 num_cat=0 split_feature=13 474 13 split_gain=2.9216 4.10425 3.95125 threshold=-0.022604999999999997 0.084710000000000021 -0.070604999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0015021205696378944 0.0014368913140071441 0.016782310682621062 -0.023096371240462314 leaf_weight=46.429993137553538 68.326424782957474 10.040631792129714 4.6749461700528618 leaf_count=1261 1116 112 310 internal_value=0 0.0034066 -0.00348539 internal_weight=0 78.3671 51.1049 internal_count=2799 1228 1571 is_linear=0 shrinkage=0.0224292 Tree=7258 num_leaves=3 num_cat=0 split_feature=150 483 split_gain=2.8694 2.86377 threshold=-0.20684999999999998 -0.06916499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038067323388261444 -0.0004742798766392527 1.3036824626949031e-05 leaf_weight=4.0153589197434476 2.3575697813721481 125.23300416113125 leaf_count=28 168 2603 internal_value=0 3.96276e-06 internal_weight=0 127.591 internal_count=2799 2771 is_linear=0 shrinkage=0.000439788 Tree=7259 num_leaves=4 num_cat=0 split_feature=13 474 13 split_gain=2.89464 3.91842 3.87963 threshold=-0.022604999999999997 0.084795000000000023 -0.070604999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.9099354426436154e-05 3.096419359629308e-05 0.00033490548670653736 -0.00044927123208520251 leaf_weight=46.852097692248208 69.659093276004569 9.280780982327995 4.6557042734493725 leaf_count=1261 1119 109 310 internal_value=0 6.67702e-05 -6.72304e-05 internal_weight=0 78.9399 51.5078 internal_count=2799 1228 1571 is_linear=0 shrinkage=0.000439788 Tree=7260 num_leaves=4 num_cat=0 split_feature=0 14 15 split_gain=3.21748 4.77859 4.42206 threshold=-0.077944999999999987 -0.23083499999999998 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056612419136493214 0.00015384861096633904 -2.5144702908282989e-05 -0.00022761962995526355 leaf_weight=3.2668825325672506 39.836201267411525 81.227430080292834 6.8768747990980037 leaf_count=50 744 1787 261 internal_value=0 -4.61843e-05 9.76206e-05 internal_weight=0 84.4943 46.7131 internal_count=2842 1837 1005 is_linear=0 shrinkage=0.000439788 Tree=7261 num_leaves=4 num_cat=0 split_feature=0 14 15 split_gain=3.53047 4.70658 4.60822 threshold=-0.077944999999999987 -0.23083499999999998 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005633742709230216 0.0001602262177688933 -2.6867900398261916e-05 -0.00022800242260898819 leaf_weight=3.2718315308447918 39.906104391848203 81.18487003737755 6.9244307821936664 leaf_count=50 744 1787 261 internal_value=0 -4.77746e-05 0.000102753 internal_weight=0 84.4567 46.8305 internal_count=2842 1837 1005 is_linear=0 shrinkage=0.000439788 Tree=7262 num_leaves=4 num_cat=0 split_feature=0 14 15 split_gain=3.21587 4.66957 4.41409 threshold=-0.077944999999999987 -0.23083499999999998 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056101454173493391 0.00015254050910079204 -2.6558481404249372e-05 -0.00022859858162236607 leaf_weight=3.2706739312270647 39.847136705822777 81.394398966491281 6.8758734811563036 leaf_count=50 744 1787 261 internal_value=0 -4.73267e-05 9.63807e-05 internal_weight=0 84.6651 46.723 internal_count=2842 1837 1005 is_linear=0 shrinkage=0.000439788 Tree=7263 num_leaves=4 num_cat=0 split_feature=0 14 15 split_gain=3.24342 4.84074 4.44279 threshold=-0.077944999999999987 -0.23083499999999998 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029226975351694641 0.0079095429739535414 -0.0013052792616417451 -0.011755362488043365 leaf_weight=3.231486968783428 39.305098066441133 80.038234893028857 6.7580526702804482 leaf_count=50 744 1787 261 internal_value=0 -0.0023953 0.00502077 internal_weight=0 83.2697 46.0632 internal_count=2842 1837 1005 is_linear=0 shrinkage=0.0224292 Tree=7264 num_leaves=4 num_cat=0 split_feature=13 43 39 split_gain=2.71052 3.99637 2.41154 threshold=0.17850500000000002 -0.17307499999999998 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017874905492310862 -0.02190318084310167 -0.0003000543402585767 0.001622175360288513 leaf_weight=6.4020866632345124 5.2369629134009283 116.65915757476614 3.7560188095085323 leaf_count=59 118 2603 54 internal_value=0 0.000648098 -0.0120949 internal_weight=0 123.061 8.99298 internal_count=2834 2662 172 is_linear=0 shrinkage=0.0224292 Tree=7265 num_leaves=4 num_cat=0 split_feature=13 16 43 split_gain=2.62399 5.81979 3.74568 threshold=0.17850500000000002 0.23247500000000001 -0.17307499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033762596066671662 -0.0005629970633514663 0.00014098500602677063 -6.6365618394482882e-06 leaf_weight=6.4276431378530097 4.8283027486322663 4.262139451369876 117.99210864412089 leaf_count=59 138 34 2603 internal_value=0 -0.000233325 1.11974e-05 internal_weight=0 9.09044 124.42 internal_count=2834 172 2662 is_linear=0 shrinkage=0.000439788 Tree=7266 num_leaves=4 num_cat=0 split_feature=1 0 43 split_gain=2.8615 7.84008 3.85346 threshold=1.0000000180025095e-35 -0.089764999999999984 -0.24360499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037310822459654219 -0.00039757758877073505 1.7433964739597549e-05 6.0620762449639339e-05 leaf_weight=13.832104072072978 3.6933318988303645 35.220809370439383 81.212642342230538 leaf_count=341 58 1080 1355 internal_value=0 -9.27947e-05 4.06047e-05 internal_weight=0 49.0529 84.906 internal_count=2834 1421 1413 is_linear=0 shrinkage=0.000439788 Tree=7267 num_leaves=4 num_cat=0 split_feature=13 16 43 split_gain=2.59981 5.80448 3.82312 threshold=0.17850500000000002 0.23247500000000001 -0.17307499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034295668580341243 -0.00056302903409873723 0.00014246307790598869 -5.0501444765317539e-06 leaf_weight=6.4210769310811875 4.7744265318797243 4.2485871428798418 117.52939557204809 leaf_count=59 138 34 2603 internal_value=0 -0.000231241 1.30279e-05 internal_weight=0 9.02301 123.95 internal_count=2834 172 2662 is_linear=0 shrinkage=0.000439788 Tree=7268 num_leaves=4 num_cat=0 split_feature=403 0 4 split_gain=2.45856 4.98401 2.76948 threshold=0.085685000000000011 -0.084184999999999996 0.014055000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.7763752119819357e-05 -0.00019780718112867706 0.00042004761070961975 9.68031587512718e-05 leaf_weight=75.197448235176125 3.6689053112822867 8.0155819986539409 48.73632980552793 leaf_count=1863 137 132 701 internal_value=0 0.000226036 1.51608e-05 internal_weight=0 11.6845 123.934 internal_count=2833 269 2564 is_linear=0 shrinkage=0.000439788 Tree=7269 num_leaves=4 num_cat=0 split_feature=403 0 4 split_gain=2.63446 4.94865 2.57368 threshold=0.085685000000000011 -0.084184999999999996 0.014055000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0018387367765415317 -0.0098071382518527175 0.021864491266617887 0.0048226061302152476 leaf_weight=74.005168706182303 3.5936234986947966 7.937412228799074 48.144189265385648 leaf_count=1863 137 132 701 internal_value=0 0.0119942 0.000787121 internal_weight=0 11.531 122.149 internal_count=2833 269 2564 is_linear=0 shrinkage=0.0224292 Tree=7270 num_leaves=4 num_cat=0 split_feature=403 0 4 split_gain=2.51822 4.72113 2.46146 threshold=0.085685000000000011 -0.084184999999999996 0.014055000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.001797893969867982 -0.009628640877032987 0.021343467595151031 0.0047185688912439834 leaf_weight=73.989375246765121 3.5786712420776894 7.9491312316386011 48.102943377787597 leaf_count=1863 137 132 701 internal_value=0 0.0117285 0.000769852 internal_weight=0 11.5278 122.092 internal_count=2833 269 2564 is_linear=0 shrinkage=0.0224292 Tree=7271 num_leaves=4 num_cat=0 split_feature=403 0 129 split_gain=2.40708 4.50431 2.41051 threshold=0.085685000000000011 -0.084184999999999996 0.084165000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013337539966379989 -0.0094524757899006155 0.02083564005161637 -0.016347236553549783 leaf_weight=118.04505003337545 3.5641260149277514 7.9605710618416179 3.9917528998012122 leaf_count=2364 137 132 200 internal_value=0 0.0114686 0.000752952 internal_weight=0 11.5247 122.037 internal_count=2833 269 2564 is_linear=0 shrinkage=0.0224292 Tree=7272 num_leaves=4 num_cat=0 split_feature=51 1 456 split_gain=2.6387 4.35695 2.80883 threshold=0.108005 0.11779500000000002 0.087055000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4691394287708903e-05 -0.00051986568007860812 7.6397010719889149e-05 -0.00027760232355974275 leaf_weight=123.16232773709999 4.3761709087993932 5.1354687622369966 5.1059552191436515 leaf_count=2486 152 63 150 internal_value=0 -0.000198427 4.14245e-05 internal_weight=0 9.51164 128.268 internal_count=2851 215 2636 is_linear=0 shrinkage=0.000439788 Tree=7273 num_leaves=4 num_cat=0 split_feature=51 1 48 split_gain=2.84349 4.29727 4.06217 threshold=0.108005 0.11779500000000002 0.11001500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3968218337882125e-05 -0.00052489953186714549 6.8105697491567039e-05 -0.00026685710941616039 leaf_weight=119.22086979326195 4.3656918494525581 5.1190185135346837 7.6199142196528546 leaf_count=2515 152 63 121 internal_value=0 -0.000205353 4.40568e-05 internal_weight=0 9.48471 126.841 internal_count=2851 215 2636 is_linear=0 shrinkage=0.000439788 Tree=7274 num_leaves=4 num_cat=0 split_feature=51 1 48 split_gain=2.75577 4.34335 4.04211 threshold=0.108005 0.11779500000000002 0.11001500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1518056099296056e-05 -0.00052445914934692579 7.1133092474649328e-05 -0.00026789796026687037 leaf_weight=119.72064853792472 4.375049910755477 5.1277611230325419 7.6470378203557621 leaf_count=2515 152 63 121 internal_value=0 -0.000203577 4.1703e-05 internal_weight=0 9.50281 127.368 internal_count=2851 215 2636 is_linear=0 shrinkage=0.000439788 Tree=7275 num_leaves=4 num_cat=0 split_feature=51 1 48 split_gain=2.84024 4.29253 4.03848 threshold=0.108005 0.11779500000000002 0.11001500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032336008643616813 -0.026903680408039973 0.0034709194789182326 -0.013679700516374137 leaf_weight=118.29597367573297 4.3285464319560543 5.0617458299529972 7.5369552124393513 leaf_count=2515 152 63 121 internal_value=0 -0.0105567 0.00221863 internal_weight=0 9.39029 125.833 internal_count=2851 215 2636 is_linear=0 shrinkage=0.0224292 Tree=7276 num_leaves=4 num_cat=0 split_feature=160 2 456 split_gain=2.67899 4.96813 3.2227 threshold=0.09389500000000002 0.097180000000000016 0.087495000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.5370612216923113e-05 -0.00040622265057059016 0.00010769629587672711 -0.00033352594059863239 leaf_weight=114.03574723840575 7.8454105824275739 6.7582787892897613 4.4946253152447744 leaf_count=2446 172 93 120 internal_value=0 -0.000168562 3.09516e-05 internal_weight=0 14.6037 118.53 internal_count=2831 265 2566 is_linear=0 shrinkage=0.000439788 Tree=7277 num_leaves=4 num_cat=0 split_feature=160 2 456 split_gain=2.77665 4.92203 3.16182 threshold=0.09389500000000002 0.097180000000000016 0.087495000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0024321530143486991 -0.020793853801092332 0.0054065642380752973 -0.016871634520169553 leaf_weight=112.76039161761582 7.793930630105022 6.6887396669771988 4.4175241591874501 leaf_count=2446 172 93 120 internal_value=0 -0.00870215 0.00170178 internal_weight=0 14.4827 117.178 internal_count=2831 265 2566 is_linear=0 shrinkage=0.0224292 Tree=7278 num_leaves=4 num_cat=0 split_feature=159 0 474 split_gain=2.69199 3.58027 2.76082 threshold=0.10708500000000001 0.041630000000000007 0.093280000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.952987643858109e-06 -0.00053914645490821082 0.0002317192790036447 0.00010727913943650034 leaf_weight=114.63967144074923 3.3557446691847863 13.969936695662907 2.047765749914106 leaf_count=2445 155 178 53 internal_value=0 2.1677e-05 -0.000294656 internal_weight=0 128.61 5.40351 internal_count=2831 2623 208 is_linear=0 shrinkage=0.000439788 Tree=7279 num_leaves=4 num_cat=0 split_feature=159 0 474 split_gain=2.72226 3.33642 2.67003 threshold=0.10708500000000001 0.041630000000000007 0.093280000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5073249447528352e-05 -0.027814864615715119 0.011629693367497482 0.0052238291700902068 leaf_weight=112.71373900814069 3.2326961625658432 13.7262540517695 1.971241383871529 leaf_count=2445 155 178 53 internal_value=0 0.00119715 -0.0153265 internal_weight=0 126.44 5.20394 internal_count=2831 2623 208 is_linear=0 shrinkage=0.0224292 Tree=7280 num_leaves=4 num_cat=0 split_feature=1 4 48 split_gain=6.61368 8.29667 4.44532 threshold=0.085880000000000026 -0.083504999999999982 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0218356603196838e-05 0.00013946024536676865 -0.00027151873220387858 -9.2432265871089479e-05 leaf_weight=21.570207293836575 53.308253604453057 32.487135249682979 22.819913691633701 leaf_count=395 984 1191 243 internal_value=0 -0.000131188 6.99432e-05 internal_weight=0 54.0573 76.1282 internal_count=2813 1586 1227 is_linear=0 shrinkage=0.000439788 Tree=7281 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=6.41931 8.67742 4.51949 threshold=0.085880000000000026 -0.084804999999999978 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017388613398976623 0.0070796442744741148 0.00090870190837325827 -0.0048921605699629488 leaf_weight=22.194477304507018 52.882398274938168 31.56579386602607 22.642033082942362 leaf_count=764 984 822 243 internal_value=0 -0.00664868 0.0034902 internal_weight=0 53.7603 75.5244 internal_count=2813 1586 1227 is_linear=0 shrinkage=0.0224292 Tree=7282 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=6.35865 8.40998 4.18685 threshold=0.085880000000000026 -0.084804999999999978 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033728030155646016 0.00013537703323263905 1.5443820896575593e-05 -8.9718823443347333e-05 leaf_weight=22.172671100717707 53.242892501359165 31.817637647211086 22.818585409298976 leaf_count=764 984 822 243 internal_value=0 -0.00012948 6.78423e-05 internal_weight=0 53.9903 76.0615 internal_count=2813 1586 1227 is_linear=0 shrinkage=0.000439788 Tree=7283 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=6.4802 8.53547 4.13885 threshold=0.085880000000000026 -0.084804999999999978 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033879459603855489 0.00013522964965409823 1.5405051789824388e-05 -8.818423236385363e-05 leaf_weight=22.3373071952592 53.537440971929755 31.981432652206422 22.878029398270883 leaf_count=764 984 822 243 internal_value=0 -0.000130319 6.83364e-05 internal_weight=0 54.3187 76.4155 internal_count=2813 1586 1227 is_linear=0 shrinkage=0.000439788 Tree=7284 num_leaves=3 num_cat=0 split_feature=47 43 split_gain=3.50355 3.24654 threshold=0.13206500000000002 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.011000742731854843 -0.021787123205342457 -0.00060755494094990486 leaf_weight=13.60818107961313 3.5757243856787673 109.584762984181 leaf_count=226 47 2567 internal_value=0 0.00067623 internal_weight=0 123.193 internal_count=2840 2793 is_linear=0 shrinkage=0.0224292 Tree=7285 num_leaves=3 num_cat=0 split_feature=9 34 split_gain=3.29832 2.84743 threshold=-0.016839999999999997 -0.0079449999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023754245260434188 -0.017129778673827617 0.00018239359252966787 leaf_weight=2.8639963102614265 4.9604588515139758 118.92491976522069 leaf_count=99 59 2682 internal_value=0 -0.000513331 internal_weight=0 123.885 internal_count=2840 2741 is_linear=0 shrinkage=0.0224292 Tree=7286 num_leaves=3 num_cat=0 split_feature=47 123 split_gain=3.35758 3.12968 threshold=0.13206500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00044297525543345978 -0.021351899845610964 0.012242962559523151 leaf_weight=112.42049908005902 3.5682699894532552 10.696543752565047 leaf_count=2548 47 245 internal_value=0 0.00066092 internal_weight=0 123.117 internal_count=2840 2793 is_linear=0 shrinkage=0.0224292 Tree=7287 num_leaves=3 num_cat=0 split_feature=47 123 split_gain=3.09989 3.34746 threshold=0.13206500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.0733835080856128e-05 -0.00040055578180155549 0.00024231133423931159 leaf_weight=114.46649582275495 3.6121674131136379 11.07177410047734 leaf_count=2548 47 245 internal_value=0 1.16168e-05 internal_weight=0 125.538 internal_count=2840 2793 is_linear=0 shrinkage=0.000439788 Tree=7288 num_leaves=4 num_cat=0 split_feature=403 42 52 split_gain=3.20267 4.03116 3.34736 threshold=0.03138500000000001 -0.088524999999999979 0.11142500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00028179913054011919 0.024489508621967939 -0.00038218745496384614 -0.011723473202031893 leaf_weight=101.34854342599647 5.8174026621418307 7.4780191347672353 13.187141167785738 leaf_count=2032 78 250 424 internal_value=0 0.0105199 -0.00110216 internal_weight=0 13.2954 114.536 internal_count=2784 328 2456 is_linear=0 shrinkage=0.0224292 Tree=7289 num_leaves=4 num_cat=0 split_feature=403 42 2 split_gain=2.92794 3.93223 3.32784 threshold=0.03138500000000001 -0.088524999999999979 0.079800000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015391865331779994 0.00046559801181231638 -1.3109662133475642e-05 2.0423130049474035e-05 leaf_weight=27.835178172732412 5.8514501720164844 7.6331116160145012 88.311643808276131 leaf_count=647 78 250 1809 internal_value=0 0.000194984 -2.13772e-05 internal_weight=0 13.4846 116.147 internal_count=2784 328 2456 is_linear=0 shrinkage=0.000439788 Tree=7290 num_leaves=4 num_cat=0 split_feature=481 38 43 split_gain=2.83192 2.52363 0.176343 threshold=-0.0082899999999999988 0.087760000000000019 -0.077014999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014290186211884907 0.0012114620225604593 -0.017356261274344024 -0.025201440165764519 leaf_weight=1.4378160227024639 120.80409197576228 3.779146021581254 1.815715014708984 leaf_count=118 2460 51 155 internal_value=0 0.00064565 -0.020491 internal_weight=0 124.583 3.25353 internal_count=2784 2511 273 is_linear=0 shrinkage=0.0224292 Tree=7291 num_leaves=4 num_cat=0 split_feature=403 42 2 split_gain=3.04755 3.85538 3.32746 threshold=0.03138500000000001 -0.088524999999999979 0.079800000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078818518559955787 0.023937307912232187 -0.00039228408159642359 0.001069811436097922 leaf_weight=27.467193897005927 5.8092399651104643 7.4826572650199505 87.02899639473253 leaf_count=647 78 250 1809 internal_value=0 0.0102601 -0.00107861 internal_weight=0 13.2919 114.496 internal_count=2784 328 2456 is_linear=0 shrinkage=0.0224292 Tree=7292 num_leaves=3 num_cat=0 split_feature=11 49 split_gain=3.31984 3.38064 threshold=0.088315000000000018 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0072864908575400395 -0.017262568568127044 0.0031477525773231999 leaf_weight=18.095487956743455 4.7892740092283921 113.47936469333581 leaf_count=178 103 2571 internal_value=0 0.00171188 internal_weight=0 131.575 internal_count=2852 2749 is_linear=0 shrinkage=0.0224292 Tree=7293 num_leaves=3 num_cat=0 split_feature=11 49 split_gain=3.18166 3.22986 threshold=0.088315000000000018 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0071196771069568527 -0.016929750809828698 0.0030770108362731469 leaf_weight=18.104432202439057 4.7744396478010449 113.48490931245396 leaf_count=178 103 2571 internal_value=0 0.00167329 internal_weight=0 131.589 internal_count=2852 2749 is_linear=0 shrinkage=0.0224292 Tree=7294 num_leaves=3 num_cat=0 split_feature=11 1374 split_gain=3.04883 3.1411 threshold=0.088315000000000018 0.087785000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022049455766031205 -0.016600820877065586 -0.019438815104330053 leaf_weight=128.15851678176841 4.7603721123086862 3.445410209853434 leaf_count=2681 103 68 internal_value=0 0.00163557 internal_weight=0 131.604 internal_count=2852 2749 is_linear=0 shrinkage=0.0224292 Tree=7295 num_leaves=4 num_cat=0 split_feature=49 15 49 split_gain=2.8809 4.99075 3.55135 threshold=-0.085934999999999984 0.091735000000000025 -0.14931499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00099948679646987655 0.0034756832074923296 -0.0152985799518808 -0.018976886709209578 leaf_weight=10.816159354057165 110.30678028707553 7.5959494982816969 7.6176397803064892 leaf_count=94 2265 402 91 internal_value=0 0.00226386 -0.0072667 internal_weight=0 117.903 18.4338 internal_count=2852 2667 185 is_linear=0 shrinkage=0.0224292 Tree=7296 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.55441 6.07773 threshold=-0.51323999999999992 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034601706407160919 -0.00056518482805864795 7.4884527744446605e-06 leaf_weight=4.0215544197417321 3.6727889723842955 123.09836689089207 leaf_count=36 113 2691 internal_value=0 -9.18552e-06 internal_weight=0 126.771 internal_count=2840 2804 is_linear=0 shrinkage=0.000439788 Tree=7297 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.50634 6.20851 threshold=-0.51323999999999992 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017585673153101212 -0.029200975526490525 0.00040781409146364199 leaf_weight=3.976205282873706 3.6511841464089221 121.48709466529908 leaf_count=36 113 2691 internal_value=0 -0.00046041 internal_weight=0 125.138 internal_count=2840 2804 is_linear=0 shrinkage=0.0224292 Tree=7298 num_leaves=4 num_cat=0 split_feature=3 49 13 split_gain=2.43856 5.28195 3.4976 threshold=0.085755000000000012 -0.07107999999999999 -0.16152999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021841740420774844 -0.020958838701679583 -0.00033231947895291354 0.0028489506182714733 leaf_weight=2.9638822791639532 7.9373097040224811 29.047994896071032 89.10305990623965 leaf_count=29 65 303 2443 internal_value=0 -0.00476745 0.00204973 internal_weight=0 36.9853 92.0669 internal_count=2840 368 2472 is_linear=0 shrinkage=0.0224292 Tree=7299 num_leaves=4 num_cat=0 split_feature=3 1186 15 split_gain=2.58846 2.98104 1.87981 threshold=-0.15490999999999996 0.085080000000000003 -0.015439999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040653309693467984 -3.357047334509922e-05 0.00033217712047523001 2.851622719314544e-05 leaf_weight=4.8922681488256785 116.73921640349727 4.4563218926195978 5.2858391822956019 leaf_count=64 2591 57 128 internal_value=0 -2.00718e-05 0.000210637 internal_weight=0 121.196 10.1781 internal_count=2840 2648 192 is_linear=0 shrinkage=0.000439788 Tree=7300 num_leaves=4 num_cat=0 split_feature=1456 0 3 split_gain=4.01984 3.6375 0.00201668 threshold=-1.0000000180025095e-35 -0.23048499999999997 -0.013174999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023010410824046663 0.014256783154049338 -0.00023730959104506277 -0.027113560055429333 leaf_weight=1.6049982080094198 9.3991836992208828 115.92420379595569 1.4489675265504036 leaf_count=228 77 2449 42 internal_value=0 0.000851745 -0.0251135 internal_weight=0 125.323 3.05397 internal_count=2796 2526 270 is_linear=0 shrinkage=0.0224292 Tree=7301 num_leaves=4 num_cat=0 split_feature=1456 0 3 split_gain=3.91983 3.49857 7.92903e-05 threshold=-1.0000000180025095e-35 -0.23048499999999997 -0.055994999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022991021048002519 0.014021766218186607 -0.00023198979312910318 -0.026965546099629804 leaf_weight=1.5556769829236148 9.3433304677018878 115.92319757267251 1.4374782778904762 leaf_count=222 77 2449 48 internal_value=0 0.000833138 -0.0250586 internal_weight=0 125.267 2.99316 internal_count=2796 2526 270 is_linear=0 shrinkage=0.0224292 Tree=7302 num_leaves=4 num_cat=0 split_feature=1456 133 3 split_gain=3.95939 3.56916 0.000321882 threshold=-1.0000000180025095e-35 -0.0023199999999999996 -0.055684999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00045070756366239715 -0.00015705044245078903 4.7974426327519455e-05 -0.00052856756986193604 leaf_weight=1.5887174751696878 19.358259127078782 107.68328730618305 1.4369928766682267 leaf_count=223 714 1812 47 internal_value=0 1.67144e-05 -0.000490768 internal_weight=0 127.042 3.02571 internal_count=2796 2526 270 is_linear=0 shrinkage=0.000439788 Tree=7303 num_leaves=3 num_cat=0 split_feature=1456 133 split_gain=3.85389 3.52398 threshold=-1.0000000180025095e-35 -0.0023199999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049011664590962881 -0.0001571561442378835 4.7523687599905161e-05 leaf_weight=2.9551432116695642 19.171352969999134 106.8699441056815 leaf_count=270 714 1812 internal_value=0 1.6372e-05 internal_weight=0 126.041 internal_count=2796 2526 is_linear=0 shrinkage=0.000439788 Tree=7304 num_leaves=3 num_cat=0 split_feature=453 157 split_gain=3.61611 3.41074 threshold=1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003490204313168206 -0.00039237121687211448 1.6825088198377271e-05 leaf_weight=5.1153085791884214 4.6370925693772724 123.05968065424895 leaf_count=204 65 2569 internal_value=0 2.17483e-06 internal_weight=0 128.175 internal_count=2838 2773 is_linear=0 shrinkage=0.000439788 Tree=7305 num_leaves=3 num_cat=0 split_feature=453 157 split_gain=3.70979 3.42479 threshold=1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017935063547522657 -0.020325776117563078 0.00086232553239113231 leaf_weight=5.060736990923032 4.6141183755826196 121.52138674531307 leaf_count=204 65 2569 internal_value=0 0.000108217 internal_weight=0 126.582 internal_count=2838 2773 is_linear=0 shrinkage=0.0224292 Tree=7306 num_leaves=3 num_cat=0 split_feature=453 157 split_gain=3.46647 3.25751 threshold=1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034231704654335529 -0.00038563357132948727 1.5351902904288963e-05 leaf_weight=5.1115236331261249 4.6283516913535996 122.90320978521777 leaf_count=204 65 2569 internal_value=0 1.02156e-06 internal_weight=0 128.015 internal_count=2838 2773 is_linear=0 shrinkage=0.000439788 Tree=7307 num_leaves=3 num_cat=0 split_feature=453 157 split_gain=3.55849 3.29114 threshold=1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017641772162095289 -0.019952631090568072 0.00084147915870583299 leaf_weight=5.0285220050936905 4.5929374469560562 121.54877467684855 leaf_count=204 65 2569 internal_value=0 0.000104647 internal_weight=0 126.577 internal_count=2838 2773 is_linear=0 shrinkage=0.0224292 Tree=7308 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=3.42111 4.41071 threshold=0.073890000000000011 -0.10155499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013663557305850074 -0.00040077328882809083 -3.2312189461068394e-05 leaf_weight=50.383370255061891 3.5417930609401074 73.416416333275265 leaf_count=484 95 2238 internal_value=0 3.64557e-05 internal_weight=0 123.8 internal_count=2817 2722 is_linear=0 shrinkage=0.000439788 Tree=7309 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=3.42103 4.29318 threshold=0.073890000000000011 -0.10155499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0069533301888081893 -0.02052171773297563 -0.0015831823444337942 leaf_weight=50.063307588163298 3.5020072688894279 72.589123917787219 leaf_count=484 95 2238 internal_value=0 0.00190172 internal_weight=0 122.652 internal_count=2817 2722 is_linear=0 shrinkage=0.0224292 Tree=7310 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=3.2927 4.10931 threshold=0.073890000000000011 -0.10155499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0068077880833246653 -0.020221330704367029 -0.0015480364092410827 leaf_weight=49.987986509426264 3.4749085016264862 72.572695343958912 leaf_count=484 95 2238 internal_value=0 0.00186053 internal_weight=0 122.561 internal_count=2817 2722 is_linear=0 shrinkage=0.0224292 Tree=7311 num_leaves=4 num_cat=0 split_feature=4 11 52 split_gain=3.45514 4.31888 2.99252 threshold=0.053285000000000006 0.080455000000000013 0.048595000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2333059006481484e-06 0.00018262701173451322 -0.00053840409921605879 -0.0001369938487233355 leaf_weight=84.225404455719399 33.891885920944333 3.0494661618104137 6.7876112246231051 leaf_count=2029 496 121 171 internal_value=0 -2.59066e-05 0.000129257 internal_weight=0 87.2749 40.6795 internal_count=2817 2150 667 is_linear=0 shrinkage=0.000439788 Tree=7312 num_leaves=3 num_cat=0 split_feature=33 42 split_gain=2.81982 2.96963 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020756690985014627 -0.0075212023798744395 0.0021511333820620725 leaf_weight=3.1273610300850114 18.686262364721188 109.13060102074451 leaf_count=44 782 1981 internal_value=0 0.000736168 internal_weight=0 127.817 internal_count=2807 2763 is_linear=0 shrinkage=0.0224292 Tree=7313 num_leaves=3 num_cat=0 split_feature=124 13 split_gain=2.78312 4.04712 threshold=-0.088344999999999993 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0206840214784706 0.018889128413958466 -0.00015057072223554022 leaf_weight=3.1099112622396197 5.8685082322990629 121.89604031684939 leaf_count=58 68 2681 internal_value=0 0.000726656 internal_weight=0 127.765 internal_count=2807 2749 is_linear=0 shrinkage=0.0224292 Tree=7314 num_leaves=4 num_cat=0 split_feature=47 150 43 split_gain=2.77414 4.47034 4.04808 threshold=0.088995000000000005 -0.20684999999999998 -0.023454999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027675029708095919 0.0037297590508538034 0.00084199758719315427 -0.016221297814660453 leaf_weight=3.1983627823647103 9.2252271246397886 106.92522762979206 11.450655303244273 leaf_count=20 196 2438 153 internal_value=0 0.00162598 -0.00732425 internal_weight=0 110.124 20.6759 internal_count=2807 2458 349 is_linear=0 shrinkage=0.0224292 Tree=7315 num_leaves=3 num_cat=0 split_feature=33 124 split_gain=2.67761 2.78072 threshold=-1.0000000180025095e-35 -0.088344999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020319667452573142 -0.020206633749763069 0.001231083017290693 leaf_weight=3.1019961837446308 3.1010419645681386 124.56425285344631 leaf_count=44 58 2705 internal_value=0 0.000707409 internal_weight=0 127.665 internal_count=2807 2763 is_linear=0 shrinkage=0.0224292 Tree=7316 num_leaves=3 num_cat=0 split_feature=151 129 split_gain=2.80488 3.2911 threshold=0.086895000000000014 0.089710000000000012 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012740404934544253 0.010261534858881234 -0.024634669520871622 leaf_weight=116.41827738382381 10.380375043954698 3.0961009384445779 leaf_count=2628 102 169 internal_value=0 -0.00188305 internal_weight=0 119.514 internal_count=2899 2797 is_linear=0 shrinkage=0.0224292 Tree=7317 num_leaves=4 num_cat=0 split_feature=123 4 124 split_gain=2.79428 3.73155 2.0436 threshold=1.0000000180025095e-35 -0.50052499999999989 -0.048219999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020696104414450509 0.015996669532660813 -0.001047178443562994 -0.0057011624797071777 leaf_weight=5.0601247213780871 7.8559574891114607 113.91937261305247 3.0101802993740403 leaf_count=124 188 2521 66 internal_value=0 -0.00188602 0.00998639 internal_weight=0 118.979 10.8661 internal_count=2899 2645 254 is_linear=0 shrinkage=0.0224292 Tree=7318 num_leaves=4 num_cat=0 split_feature=123 34 133 split_gain=2.90387 3.52395 1.99914 threshold=1.0000000180025095e-35 -0.0011599999999999998 0.084700000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039199023237236684 3.2374730299625764e-05 -2.2221226848014724e-05 0.00040867075764863787 leaf_weight=5.1910349876561659 6.2547549092560057 115.40737471411921 4.8324780134280445 leaf_count=72 121 2573 133 internal_value=0 -3.81971e-05 0.000196808 internal_weight=0 120.598 11.0872 internal_count=2899 2645 254 is_linear=0 shrinkage=0.000439788 Tree=7319 num_leaves=4 num_cat=0 split_feature=123 34 133 split_gain=2.85962 3.58834 1.98955 threshold=1.0000000180025095e-35 -0.0011599999999999998 0.084700000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00039439022232957207 3.2608244124457415e-05 -2.0732146542765682e-05 0.0004097040304769313 leaf_weight=5.1771120574921943 6.2022528621891961 114.7104551357188 4.7865088943071896 leaf_count=72 121 2573 133 internal_value=0 -3.69281e-05 0.00019729 internal_weight=0 119.888 10.9888 internal_count=2899 2645 254 is_linear=0 shrinkage=0.000439788 Tree=7320 num_leaves=4 num_cat=0 split_feature=133 157 16 split_gain=3.95872 3.53961 0.0386679 threshold=0.13793500000000003 -0.084489999999999996 -0.060144999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018114019135909723 -0.02138800101443648 0.00050363070449237039 -0.027214888484791835 leaf_weight=5.3484272339301233 2.2494815788377314 119.75410268787891 1.4446672334961466 leaf_count=209 224 2297 76 internal_value=0 -0.00029496 -0.0237949 internal_weight=0 125.103 3.69415 internal_count=2806 2506 300 is_linear=0 shrinkage=0.0224292 Tree=7321 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=3.60259 4.0585 threshold=-0.43144499999999991 0.13793500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025358200561970384 0.00032161006106396243 -0.023685637087111428 leaf_weight=2.9531791018671347 122.11209270936888 3.6292226418372584 leaf_count=18 2488 300 internal_value=0 -0.000374792 internal_weight=0 125.741 internal_count=2806 2788 is_linear=0 shrinkage=0.0224292 Tree=7322 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=3.4341 3.61 threshold=-0.43144499999999991 0.12330000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024728340703991557 0.00029920216883124574 -0.022059597146738032 leaf_weight=2.9608729888568623 121.95095620828215 3.7252092193375566 leaf_count=18 2474 314 internal_value=0 -0.000366792 internal_weight=0 125.676 internal_count=2806 2788 is_linear=0 shrinkage=0.0224292 Tree=7323 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=3.27387 3.40488 threshold=-0.43144499999999991 0.094310000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024116682923787137 -0.0012368153589606731 0.015167698112836529 leaf_weight=2.9682724818121633 118.91236578058306 6.7059059561906897 leaf_count=18 2709 79 internal_value=0 -0.000358918 internal_weight=0 125.618 internal_count=2806 2788 is_linear=0 shrinkage=0.0224292 Tree=7324 num_leaves=4 num_cat=0 split_feature=1447 42 159 split_gain=3.18712 2.50583 0.168011 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08477999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002886088994976382 -0.00011148895257058948 5.0868126319404713e-05 -0.00049545702219216503 leaf_weight=1.4474205898877701 22.005283543203404 111.30881676441277 1.9120246209677123 leaf_count=90 733 1858 160 internal_value=0 2.40568e-05 -0.000408471 internal_weight=0 133.314 3.35945 internal_count=2841 2591 250 is_linear=0 shrinkage=0.000439788 Tree=7325 num_leaves=4 num_cat=0 split_feature=1447 42 159 split_gain=3.11423 2.4463 0.167048 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081944999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028894291099972811 -0.00011021806991347938 5.0556872073805986e-05 -0.00049595199014246943 leaf_weight=1.4682847229923939 21.889813720255916 111.26229114597663 1.8441867854671716 leaf_count=98 733 1858 152 internal_value=0 2.41139e-05 -0.000406375 internal_weight=0 133.152 3.31247 internal_count=2841 2591 250 is_linear=0 shrinkage=0.000439788 Tree=7326 num_leaves=4 num_cat=0 split_feature=481 133 484 split_gain=2.89735 2.4481 0.120065 threshold=-1.0000000180025095e-35 0.084030000000000007 -0.062429999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01559342023596493 -0.00042599788312017693 0.0069791649557004124 -0.024984149501553771 leaf_weight=1.4387480953009801 102.52722307508884 28.738670631559216 1.6463971394259704 leaf_count=138 1753 807 143 internal_value=0 0.00119603 -0.0207276 internal_weight=0 131.266 3.08515 internal_count=2841 2560 281 is_linear=0 shrinkage=0.0224292 Tree=7327 num_leaves=4 num_cat=0 split_feature=1447 42 159 split_gain=3.08419 2.32225 0.170686 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081944999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002861042259139139 -0.00010696714185670436 4.9860434816529503e-05 -0.00049507719899775818 leaf_weight=1.4710342085891173 21.82854351851347 111.27522540041173 1.839591782161732 leaf_count=98 733 1858 152 internal_value=0 2.41296e-05 -0.000404396 internal_weight=0 133.104 3.31063 internal_count=2841 2591 250 is_linear=0 shrinkage=0.000439788 Tree=7328 num_leaves=4 num_cat=0 split_feature=2 2 16 split_gain=4.23097 7.60292 6.34086 threshold=0.086610000000000006 0.086935000000000012 -0.15317999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0074214785117471798 0.033281787384813986 0.00053886196685421091 -0.011728635831083235 leaf_weight=11.884721726106362 3.7116638299703473 81.582267385703744 32.313190455970471 leaf_count=152 39 1625 959 internal_value=0 0.00197084 -0.00657823 internal_weight=0 85.2939 44.1979 internal_count=2775 1664 1111 is_linear=0 shrinkage=0.0224292 Tree=7329 num_leaves=4 num_cat=0 split_feature=2 2 16 split_gain=4.04183 7.14179 6.30089 threshold=0.086610000000000006 0.086935000000000012 -0.15317999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014744622713924006 0.00063084435870129543 1.1466700407403467e-05 -0.00022378804310633064 leaf_weight=12.075634314307534 3.7446308914441024 83.13390277642975 32.900041608714673 leaf_count=152 39 1625 959 internal_value=0 3.82958e-05 -0.000124094 internal_weight=0 86.8785 44.9757 internal_count=2775 1664 1111 is_linear=0 shrinkage=0.000439788 Tree=7330 num_leaves=4 num_cat=0 split_feature=2 2 16 split_gain=4.22192 7.17407 6.3329 threshold=0.086610000000000006 0.086935000000000012 -0.15317999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014698864802724636 0.00063649623338077311 1.3975088000612364e-05 -0.00022600663592433021 leaf_weight=12.036220208901794 3.7231410954191224 82.877801947437547 32.655418320733588 leaf_count=152 39 1625 959 internal_value=0 4.08729e-05 -0.000125533 internal_weight=0 86.6009 44.6916 internal_count=2775 1664 1111 is_linear=0 shrinkage=0.000439788 Tree=7331 num_leaves=4 num_cat=0 split_feature=2 2 16 split_gain=4.0509 7.23761 6.08035 threshold=0.086610000000000006 0.086935000000000012 -0.15317999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072708249963641192 0.032448686191064335 0.00053104657395523184 -0.011497088308535545 leaf_weight=11.871369289270659 3.7186506032594471 81.631747927054676 32.215932428873202 leaf_count=152 39 1625 959 internal_value=0 0.00192862 -0.0064425 internal_weight=0 85.3504 44.0873 internal_count=2775 1664 1111 is_linear=0 shrinkage=0.0224292 Tree=7332 num_leaves=4 num_cat=0 split_feature=160 42 12 split_gain=3.49944 4.02042 3.55528 threshold=-0.091964999999999977 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013207272068600928 -0.0095562267367640692 0.0019675321345915976 -0.021699982617258997 leaf_weight=1.8425134303979573 17.947856091075664 99.977002329993411 6.9929255905717564 leaf_count=42 713 1696 349 internal_value=0 0.000212383 -0.0144078 internal_weight=0 117.925 8.83544 internal_count=2800 2409 391 is_linear=0 shrinkage=0.0224292 Tree=7333 num_leaves=4 num_cat=0 split_feature=160 42 151 split_gain=3.4266 3.93312 3.07716 threshold=-0.091964999999999977 -1.0000000180025095e-35 -0.098204999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002222177269210632 -0.00018329968927551432 3.9357836549708116e-05 -0.00041144546795998378 leaf_weight=1.8662204231986832 18.084836710924719 100.64865499197185 6.9949080947189923 leaf_count=23 713 1696 368 internal_value=0 5.41984e-06 -0.0002778 internal_weight=0 118.733 8.86113 internal_count=2800 2409 391 is_linear=0 shrinkage=0.000439788 Tree=7334 num_leaves=4 num_cat=0 split_feature=160 42 12 split_gain=3.37783 3.85205 3.43574 threshold=-0.091964999999999977 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013011109576429295 -0.0093717786131124695 0.0019243976888456708 -0.021435857500703655 leaf_weight=1.8297108018887227 17.886710214457707 99.978706220492313 6.9203660117800592 leaf_count=42 713 1696 349 internal_value=0 0.000208902 -0.0142201 internal_weight=0 117.865 8.75008 internal_count=2800 2409 391 is_linear=0 shrinkage=0.0224292 Tree=7335 num_leaves=4 num_cat=0 split_feature=160 42 158 split_gain=3.30977 3.78654 3.04443 threshold=-0.091964999999999977 -1.0000000180025095e-35 0.083745000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040405315779380529 -0.00017962963918551436 3.8428867789038211e-05 0.00023849557234754476 leaf_weight=7.0191914782299119 18.15488768718933 100.97304890235682 1.7750088888351454 leaf_count=299 713 1696 92 internal_value=0 5.17368e-06 -0.000274126 internal_weight=0 119.128 8.7942 internal_count=2800 2409 391 is_linear=0 shrinkage=0.000439788 Tree=7336 num_leaves=3 num_cat=0 split_feature=3 9 split_gain=3.51497 3.67893 threshold=-0.34140499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.025040641887625278 0.023728977975323796 -0.001034032537274458 leaf_weight=2.7670445791809462 3.07478965663904 123.31560737378095 leaf_count=36 95 2760 internal_value=0 -0.000428112 internal_weight=0 126.39 internal_count=2891 2855 is_linear=0 shrinkage=0.0224292 Tree=7337 num_leaves=3 num_cat=0 split_feature=9 0 split_gain=3.56022 3.09393 threshold=-1.0000000180025095e-35 0.17491000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046465985921254581 -1.9182813539736154e-05 0.00039919945174391575 leaf_weight=3.1438465752871698 124.23252248556309 3.4962599376303833 leaf_count=96 2766 29 internal_value=0 -7.67268e-06 internal_weight=0 127.729 internal_count=2891 2795 is_linear=0 shrinkage=0.000439788 Tree=7338 num_leaves=3 num_cat=0 split_feature=3 1 split_gain=3.24381 2.93733 threshold=-0.24381999999999995 0.077020000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024013063594979685 -0.004960095520167962 0.0021609813437457699 leaf_weight=2.7775632714037775 45.572816952546418 80.734921433486306 leaf_count=45 1474 1372 internal_value=0 -0.00040872 internal_weight=0 126.308 internal_count=2891 2846 is_linear=0 shrinkage=0.0224292 Tree=7339 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=2.89048 3.21782 threshold=0.17491000000000004 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.005303380828205701 0.020342673423490644 0.0022110296804377029 leaf_weight=44.271411127290776 3.4404571937629944 81.257896076338511 leaf_count=1465 31 1395 internal_value=0 -0.00043954 internal_weight=0 125.529 internal_count=2891 2860 is_linear=0 shrinkage=0.0224292 Tree=7340 num_leaves=4 num_cat=0 split_feature=1375 2 14 split_gain=3.56172 4.02716 3.64288 threshold=-1.0000000180025095e-35 0.089965000000000017 0.076450000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027869349211524692 0.0021573179045634282 0.001206769748636759 -0.022008875289019597 leaf_weight=4.5608724901830993 119.80909879156206 5.0230735425720923 3.2034013176416911 leaf_count=87 2547 52 101 internal_value=0 -0.0126581 0.00152468 internal_weight=0 9.58395 123.013 internal_count=2787 139 2648 is_linear=0 shrinkage=0.0224292 Tree=7341 num_leaves=4 num_cat=0 split_feature=0 1375 43 split_gain=3.52676 3.73095 2.77727 threshold=-0.061889999999999994 -0.43271999999999994 -0.4582 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052624411628162879 0.00048220272933618627 -1.8256496378797772e-05 8.5870507853472644e-05 leaf_weight=2.8609656802145755 3.8286138655384994 96.35555607974311 30.888722197632887 leaf_count=19 17 2246 505 internal_value=0 -3.3003e-05 0.000129819 internal_weight=0 99.2165 34.7173 internal_count=2787 2265 522 is_linear=0 shrinkage=0.000439788 Tree=7342 num_leaves=4 num_cat=0 split_feature=0 1375 43 split_gain=3.52651 3.62412 2.77041 threshold=-0.061889999999999994 -0.43271999999999994 -0.4582 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051707475154556728 0.00048272512025079612 -1.7874694555289024e-05 8.6497866978410377e-05 leaf_weight=2.8781161234655874 3.8197740009636609 96.635320840192435 30.918938694085227 leaf_count=19 17 2246 505 internal_value=0 -3.24089e-05 0.000130307 internal_weight=0 99.5134 34.7387 internal_count=2787 2265 522 is_linear=0 shrinkage=0.000439788 Tree=7343 num_leaves=4 num_cat=0 split_feature=1375 2 14 split_gain=3.41167 3.91086 3.14481 threshold=-1.0000000180025095e-35 0.089965000000000017 0.064610000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027532312635885996 0.0020882134353498211 0.0011991262662835675 -0.019947072129429221 leaf_weight=4.512578796464366 119.69433969806596 5.0241639325686265 3.3304205233689563 leaf_count=87 2545 52 103 internal_value=0 -0.0124238 0.00148869 internal_weight=0 9.53674 123.025 internal_count=2787 139 2648 is_linear=0 shrinkage=0.0224292 Tree=7344 num_leaves=4 num_cat=0 split_feature=456 1213 2 split_gain=3.14362 3.96402 1.67403 threshold=0.087055000000000007 -1.0000000180025095e-35 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033465108477005609 -0.00054061014506801995 5.5229313996990121e-05 -3.6847894379427304e-05 leaf_weight=5.2356490225465668 2.7787667261763991 125.76767872538767 2.3508266692515463 leaf_count=427 124 2266 29 internal_value=0 3.96009e-05 -0.000310735 internal_weight=0 131.003 5.12959 internal_count=2846 2693 153 is_linear=0 shrinkage=0.000439788 Tree=7345 num_leaves=4 num_cat=0 split_feature=456 1213 2 split_gain=3.27356 4.19182 1.66909 threshold=0.087055000000000007 -1.0000000180025095e-35 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033846258396834301 -0.00054288882865584788 5.936789815494386e-05 -4.0157756532008584e-05 leaf_weight=5.3209937728861396 2.7887008971119931 125.92542585669435 2.3493457513395697 leaf_count=427 124 2266 29 internal_value=0 4.31922e-05 -0.000314017 internal_weight=0 131.246 5.13805 internal_count=2846 2693 153 is_linear=0 shrinkage=0.000439788 Tree=7346 num_leaves=4 num_cat=0 split_feature=456 1213 2 split_gain=3.06692 4.08598 1.72341 threshold=0.087055000000000007 -1.0000000180025095e-35 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033680703031470501 -0.00053982328444447745 5.6021558728134103e-05 -2.9494341232794709e-05 leaf_weight=5.319396292215969 2.7713337926070372 125.966053352382 2.3686734156217426 leaf_count=427 124 2266 29 internal_value=0 4.00584e-05 -0.000305627 internal_weight=0 131.285 5.14001 internal_count=2846 2693 153 is_linear=0 shrinkage=0.000439788 Tree=7347 num_leaves=4 num_cat=0 split_feature=456 1213 2 split_gain=3.14936 3.9754 1.69094 threshold=0.087055000000000007 -1.0000000180025095e-35 0.11353000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033330988494159185 -0.00054082324140577011 5.5991781994244627e-05 -3.4322823107017638e-05 leaf_weight=5.2672707119490942 2.7846967468212815 126.02167356333302 2.3428435330279171 leaf_count=427 124 2266 29 internal_value=0 4.03269e-05 -0.000310382 internal_weight=0 131.289 5.12754 internal_count=2846 2693 153 is_linear=0 shrinkage=0.000439788 Tree=7348 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=4.20411 4.47293 threshold=0.087830000000000005 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.9986680107698811e-05 -0.00039491604076816357 7.4402085175765472e-05 leaf_weight=44.034592016825627 5.0772930561397507 80.283412925353332 leaf_count=1446 105 1276 internal_value=0 1.26261e-05 internal_weight=0 124.318 internal_count=2827 2722 is_linear=0 shrinkage=0.000439788 Tree=7349 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=4.19417 4.30456 threshold=0.087830000000000005 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0049858973258613479 -0.020191904947773145 0.003776093284095059 leaf_weight=43.670984679833055 5.0269045865425133 79.573307986356667 leaf_count=1446 105 1276 internal_value=0 0.000671035 internal_weight=0 123.244 internal_count=2827 2722 is_linear=0 shrinkage=0.0224292 Tree=7350 num_leaves=4 num_cat=0 split_feature=3 15 3 split_gain=4.09466 5.70862 4.09063 threshold=-0.078914999999999985 0.14875500000000003 -0.074269999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015259928538439012 0.00034452094333187996 0.00041066105391916562 2.263150138478345e-05 leaf_weight=43.004589757521899 8.4867376276961277 3.7681768337497479 74.703853992345103 leaf_count=1538 220 14 1055 internal_value=0 -0.000107072 5.55408e-05 internal_weight=0 46.7728 83.1906 internal_count=2827 1552 1275 is_linear=0 shrinkage=0.000439788 Tree=7351 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=4.02265 4.12507 threshold=0.087830000000000005 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.004884470537020502 -0.019815415142368901 0.0036952399848500213 leaf_weight=43.63825790206829 5.0067762149992623 79.559080539518618 leaf_count=1446 105 1276 internal_value=0 0.000655898 internal_weight=0 123.197 internal_count=2827 2722 is_linear=0 shrinkage=0.0224292 Tree=7352 num_leaves=4 num_cat=0 split_feature=0 483 52 split_gain=3.30944 4.60033 3.03889 threshold=-0.077944999999999987 0.083960000000000021 -0.4290699999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015986393631262827 -0.015877790695819839 -0.025438227361542869 0.0065558297323631241 leaf_weight=78.220409688896325 3.2716864010726558 4.2768954296407165 39.630362493408029 leaf_count=1660 168 196 829 internal_value=0 -0.00284015 0.00483875 internal_weight=0 82.4973 42.902 internal_count=2853 1856 997 is_linear=0 shrinkage=0.0224292 Tree=7353 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=3.26673 4.48015 4.36808 threshold=0.10100500000000003 1.0000000180025095e-35 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.134687791001151e-05 0.00019770446985823076 0.00036983295499654854 -9.0086381186085278e-05 leaf_weight=78.248534000880682 27.665180434065405 4.4828505832701913 16.137664239911828 leaf_count=2120 502 23 208 internal_value=0 -5.68197e-05 9.16847e-05 internal_weight=0 82.7314 43.8028 internal_count=2853 2143 710 is_linear=0 shrinkage=0.000439788 Tree=7354 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=3.70149 3.97714 threshold=-1.0000000180025095e-35 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025708310146119035 -0.0024880923770285979 0.0060785225356093401 leaf_weight=2.7808847344494998 81.611860047469236 40.91611570326495 leaf_count=146 1798 909 internal_value=0 0.000373083 internal_weight=0 122.528 internal_count=2853 2707 is_linear=0 shrinkage=0.0224292 Tree=7355 num_leaves=3 num_cat=0 split_feature=1429 0 split_gain=3.69959 3.95857 threshold=-1.0000000180025095e-35 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049990053891046894 -4.8403752724162573e-05 0.00011793818351878184 leaf_weight=2.8267177944180721 82.691574563938048 41.563167554013489 leaf_count=146 1798 909 internal_value=0 7.24713e-06 internal_weight=0 124.255 internal_count=2853 2707 is_linear=0 shrinkage=0.000439788 Tree=7356 num_leaves=4 num_cat=0 split_feature=457 151 0 split_gain=3.18443 3.40463 3.14463 threshold=0.083585000000000007 -0.084129999999999996 -0.19279499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018949168802065601 -4.8449331878169176e-05 0.0003334673719269756 3.7649156137857517e-05 leaf_weight=13.25073990941746 6.8783791557616523 13.093786268815164 105.60355783216801 leaf_count=104 125 106 2543 internal_value=0 0.000202015 1.22995e-05 internal_weight=0 19.9722 118.854 internal_count=2878 231 2647 is_linear=0 shrinkage=0.000439788 Tree=7357 num_leaves=4 num_cat=0 split_feature=457 151 0 split_gain=3.30951 3.39184 3.08232 threshold=0.083585000000000007 -0.084129999999999996 -0.19279499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018706747171554774 -4.4769591244033073e-05 0.00033640050995028013 3.7706151947890239e-05 leaf_weight=13.267763265350366 6.8637860156632113 13.154472456488291 105.41837604341708 leaf_count=104 125 106 2543 internal_value=0 0.000205788 1.2553e-05 internal_weight=0 20.0183 118.686 internal_count=2878 231 2647 is_linear=0 shrinkage=0.000439788 Tree=7358 num_leaves=4 num_cat=0 split_feature=457 151 0 split_gain=3.18266 3.34667 3.22602 threshold=0.083585000000000007 -0.084129999999999996 -0.19279499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0097966306064963746 -0.0023743607867108035 0.017049149820745072 0.0019879722046321187 leaf_weight=13.149785973655524 6.7869772830308674 12.987405942185431 103.76291281130034 leaf_count=104 125 106 2543 internal_value=0 0.0103867 0.000661113 internal_weight=0 19.7744 116.913 internal_count=2878 231 2647 is_linear=0 shrinkage=0.0224292 Tree=7359 num_leaves=4 num_cat=0 split_feature=11 9 41 split_gain=2.51925 2.84211 1.74751 threshold=0.08184000000000001 0.084755000000000011 0.075585000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0034498566764936045 -0.00063270953343186006 -0.013607137888449498 -0.021954713201691865 leaf_weight=123.7432836282569 4.2420172293350324 5.0989939476712598 3.5363160304441408 leaf_count=2644 110 74 50 internal_value=0 0.0027729 -0.0103565 internal_weight=0 128.842 7.77833 internal_count=2878 2718 160 is_linear=0 shrinkage=0.0224292 Tree=7360 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=3.54055 4.4991 1.56337 threshold=-0.11244999999999998 -0.09547499999999999 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062713661645315299 0.00046855812540177593 1.093227399588617e-05 -8.9745148559388141e-05 leaf_weight=2.2835246658614778 4.2823050426086402 122.29312853705778 1.933710561825136 leaf_count=57 63 2602 103 internal_value=0 2.6483e-05 -0.000382244 internal_weight=0 126.575 4.21724 internal_count=2825 2665 160 is_linear=0 shrinkage=0.000439788 Tree=7361 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=3.61529 4.41428 1.53261 threshold=-0.11244999999999998 -0.09547499999999999 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0006276541048311577 0.00046510268583575072 1.1694543197065045e-05 -9.6121875886273555e-05 leaf_weight=2.2890943194906868 4.2796511654742053 122.59397466188238 1.9383675984827267 leaf_count=57 63 2602 103 internal_value=0 2.70564e-05 -0.000385465 internal_weight=0 126.874 4.22746 internal_count=2825 2665 160 is_linear=0 shrinkage=0.000439788 Tree=7362 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=3.57603 4.44316 1.55753 threshold=-0.11244999999999998 -0.09547499999999999 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00062785819884179092 0.0004690204733283623 1.3197585097224488e-05 -9.0458284440699639e-05 leaf_weight=2.2741723921462835 4.2622304097749284 121.94945149898558 1.927084593251492 leaf_count=57 63 2602 103 internal_value=0 2.86596e-05 -0.000382881 internal_weight=0 126.212 4.20126 internal_count=2825 2665 160 is_linear=0 shrinkage=0.000439788 Tree=7363 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=3.60016 4.46192 1.53829 threshold=-0.11244999999999998 -0.09547499999999999 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.032114166170291239 0.024009867969351548 0.00064522137373722072 -0.004766735259142528 leaf_weight=2.2648634914403374 4.2376265791244796 120.81211354631887 1.9059615689329792 leaf_count=57 63 2602 103 internal_value=0 0.00144054 -0.0196957 internal_weight=0 125.05 4.17083 internal_count=2825 2665 160 is_linear=0 shrinkage=0.0224292 Tree=7364 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=4.282 6.44007 5.6019 threshold=-0.078914999999999985 -0.074269999999999989 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021118231123815189 0.00040330892448026898 1.6004477098218084e-05 9.0413410121683864e-05 leaf_weight=32.729869218021122 9.3607590266474272 72.394791155926214 18.707220954322111 leaf_count=1185 232 1087 389 internal_value=0 6.04335e-05 -0.000101502 internal_weight=0 81.7556 51.4371 internal_count=2893 1319 1574 is_linear=0 shrinkage=0.000439788 Tree=7365 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=4.2618 6.34679 5.68695 threshold=-0.078914999999999985 -0.074269999999999989 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021208764435281374 0.00039894323040395895 1.49430149375219e-05 9.060749577476294e-05 leaf_weight=33.012422474948835 9.3834549006132857 72.650436977157369 18.845079205388174 leaf_count=1185 232 1087 389 internal_value=0 5.89495e-05 -0.000102095 internal_weight=0 82.0339 51.8575 internal_count=2893 1319 1574 is_linear=0 shrinkage=0.000439788 Tree=7366 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=4.1518 6.66862 5.46493 threshold=-0.078914999999999985 -0.074269999999999989 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010717233093569721 0.020838041197855494 0.00068162072198552743 0.0045463042999273192 leaf_weight=32.433181346219499 9.3113921411277243 71.801799257864332 18.529749685600109 leaf_count=1185 232 1087 389 internal_value=0 0.00299984 -0.0051679 internal_weight=0 81.1132 50.9629 internal_count=2893 1319 1574 is_linear=0 shrinkage=0.0224292 Tree=7367 num_leaves=4 num_cat=0 split_feature=3 3 2 split_gain=3.97473 6.34157 5.24465 threshold=-0.078914999999999985 -0.074269999999999989 0.092385000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010519377010236596 0.020286517208546278 0.00066640972138731118 0.0044477807311171695 leaf_weight=32.303913710780762 9.350087235652607 71.793996726668411 18.515972995752236 leaf_count=1185 232 1087 389 internal_value=0 0.00293144 -0.00506654 internal_weight=0 81.1441 50.8199 internal_count=2893 1319 1574 is_linear=0 shrinkage=0.0224292 Tree=7368 num_leaves=4 num_cat=0 split_feature=484 160 3 split_gain=2.18688 3.00515 2.85996 threshold=-0.0048899999999999994 -0.089549999999999991 0.096440000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028020766564855996 5.4542263901547263e-05 -0.00034280177337564656 -0.00011137867514319789 leaf_weight=1.9027575118525417 100.28897644103199 6.8059209996863483 25.107544579353998 leaf_count=65 2095 367 291 internal_value=0 -0.000206365 2.13088e-05 internal_weight=0 8.70868 125.397 internal_count=2818 432 2386 is_linear=0 shrinkage=0.000439788 Tree=7369 num_leaves=4 num_cat=0 split_feature=12 159 2 split_gain=2.19486 3.40196 2.75728 threshold=0.10366500000000002 0.10516000000000002 0.10620500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020844734022932299 -0.019113829604672412 -0.016944591213477828 0.0026250353854783827 leaf_weight=115.52247662161244 6.1909900315804389 4.9088882383875889 5.5581392418098403 leaf_count=2299 177 193 149 internal_value=0 0.00130627 -0.00884229 internal_weight=0 120.431 11.7491 internal_count=2818 2492 326 is_linear=0 shrinkage=0.0224292 Tree=7370 num_leaves=4 num_cat=0 split_feature=12 159 2 split_gain=2.16012 3.23752 2.59567 threshold=0.10366500000000002 0.10516000000000002 0.10620500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.099902489986327e-05 -0.00036341405659893382 -0.0003194612310352647 4.6648396560363504e-05 leaf_weight=117.06434551202983 6.2958448403296625 5.0072149233674272 5.6557385257910937 leaf_count=2299 177 193 149 internal_value=0 2.61658e-05 -0.000169599 internal_weight=0 122.072 11.9516 internal_count=2818 2492 326 is_linear=0 shrinkage=0.000439788 Tree=7371 num_leaves=4 num_cat=0 split_feature=12 12 2 split_gain=2.08048 3.14952 2.60579 threshold=0.10366500000000002 0.097325000000000009 0.10620500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.7824795604006061e-06 -0.00036238331061792339 0.00026559619498431829 4.9659280668181086e-05 leaf_weight=111.88524959435381 6.2736694741070078 9.6345586963579972 5.611751003889367 leaf_count=2314 177 178 149 internal_value=0 2.45785e-05 -0.000168068 internal_weight=0 121.52 11.8854 internal_count=2818 2492 326 is_linear=0 shrinkage=0.000439788 Tree=7372 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=3.96058 4.02554 threshold=-0.062154999999999995 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01599678449635877 -0.02461251994295803 0.0021120355143778545 leaf_weight=6.833120508817955 2.8822793899307717 125.00694261934041 leaf_count=118 169 2568 internal_value=0 0.00150615 internal_weight=0 127.889 internal_count=2855 2737 is_linear=0 shrinkage=0.0224292 Tree=7373 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=3.72683 3.91316 threshold=-0.062154999999999995 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030338930274124916 -0.00047754885433913828 3.9530545218580179e-05 leaf_weight=6.8984054081665809 2.876610705672646 126.28630515573604 leaf_count=118 169 2568 internal_value=0 2.79457e-05 internal_weight=0 129.163 internal_count=2855 2737 is_linear=0 shrinkage=0.000439788 Tree=7374 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=3.78268 3.89828 threshold=-0.062154999999999995 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015636687179206916 -0.024433023816493132 0.002062838243936565 leaf_weight=6.8310369689716017 2.838272086926735 125.03206817241153 leaf_count=118 169 2568 internal_value=0 0.00147116 internal_weight=0 127.87 internal_count=2855 2737 is_linear=0 shrinkage=0.0224292 Tree=7375 num_leaves=3 num_cat=0 split_feature=1375 49 split_gain=3.50383 2.56731 threshold=-0.062154999999999995 -0.083659999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029326553366250391 -0.00011369881369048334 5.5031824977751784e-05 leaf_weight=6.9041804433509233 20.768456797137333 108.34962659241864 leaf_count=118 192 2545 internal_value=0 2.78789e-05 internal_weight=0 129.118 internal_count=2855 2737 is_linear=0 shrinkage=0.000439788 Tree=7376 num_leaves=4 num_cat=0 split_feature=1 158 15 split_gain=3.02667 4.33727 2.75069 threshold=0.10100500000000003 0.084710000000000021 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00055315806469245928 0.0091478923610639768 -0.021997269591920807 -0.0059136423848352238 leaf_weight=83.221371800669658 36.294505447054689 4.5048824443765616 7.3178175514331079 leaf_count=1919 645 211 79 internal_value=0 -0.000609376 0.0066192 internal_weight=0 87.7263 43.6123 internal_count=2854 2130 724 is_linear=0 shrinkage=0.0224292 Tree=7377 num_leaves=4 num_cat=0 split_feature=1 158 48 split_gain=3.14986 4.21511 2.29604 threshold=0.10100500000000003 0.084710000000000021 -0.065059999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.3898033950131773e-06 -0.00021445733800147315 -0.00042593418924266032 0.00015924268306065852 leaf_weight=84.386204491958779 3.4297485253191544 4.5139724713117166 41.154734389645455 leaf_count=1919 72 211 652 internal_value=0 -1.28008e-05 0.000130416 internal_weight=0 88.9002 44.5845 internal_count=2854 2130 724 is_linear=0 shrinkage=0.000439788 Tree=7378 num_leaves=4 num_cat=0 split_feature=403 3 130 split_gain=2.91618 3.99544 3.08394 threshold=-1.0000000180025095e-35 -0.097454999999999986 -0.084569999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0089528825374412674 -0.017735750195975068 -0.020796163736898431 0.0033272912214152967 leaf_weight=3.5508324061520398 3.5851185211213297 6.2399261845239362 117.86623566244998 leaf_count=68 61 595 2130 internal_value=0 -0.0100106 0.00270284 internal_weight=0 9.79076 121.451 internal_count=2854 663 2191 is_linear=0 shrinkage=0.0224292 Tree=7379 num_leaves=4 num_cat=0 split_feature=1 158 15 split_gain=2.88868 4.19729 2.62332 threshold=0.10100500000000003 0.084710000000000021 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005072971841453939 0.0089168896881782617 -0.021795243146467729 -0.0057825241023212008 leaf_weight=83.130690997124475 36.176500868539733 4.4544223007651444 7.333767380216158 leaf_count=1919 645 211 79 internal_value=0 -0.000631472 0.00643782 internal_weight=0 87.5851 43.5103 internal_count=2854 2130 724 is_linear=0 shrinkage=0.0224292 Tree=7380 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.53264 6.04316 threshold=-0.14931499999999998 -0.087004999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00024650741072188123 -0.00042570566569245241 7.8369125787263223e-06 leaf_weight=10.796215722220948 6.5598612338653757 113.50054832472051 leaf_count=91 81 2719 internal_value=0 -1.59149e-05 internal_weight=0 120.06 internal_count=2891 2800 is_linear=0 shrinkage=0.000439788 Tree=7381 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.39619 6.11622 threshold=-0.14931499999999998 -0.087004999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01239427091090067 -0.021988776489047998 0.00040745833781853099 leaf_weight=10.644904567627234 6.4713415459264061 111.76595718912358 leaf_count=91 81 2719 internal_value=0 -0.00082168 internal_weight=0 118.237 internal_count=2891 2800 is_linear=0 shrinkage=0.0224292 Tree=7382 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.2595 5.8685 threshold=-0.14931499999999998 -0.087004999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012169217018436585 -0.021578486543861602 0.00039831676708758411 leaf_weight=10.599468905129468 6.447120542288757 111.7671255794121 leaf_count=91 81 2719 internal_value=0 -0.000803536 internal_weight=0 118.214 internal_count=2891 2800 is_linear=0 shrinkage=0.0224292 Tree=7383 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.14005 5.55615 threshold=-0.14931499999999998 -0.087004999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023311316692668625 -0.00041204015408981498 6.5267848333716699e-06 leaf_weight=10.618745323270558 6.4679678470129138 112.63845445414336 leaf_count=91 81 2719 internal_value=0 -1.62655e-05 internal_weight=0 119.106 internal_count=2891 2800 is_linear=0 shrinkage=0.000439788 Tree=7384 num_leaves=4 num_cat=0 split_feature=123 48 1 split_gain=4.18247 4.56666 1.57475 threshold=1.0000000180025095e-35 0.11978500000000002 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8271011755104833e-06 4.5269391933359095e-06 -0.00035748387059049051 0.00036597823678403643 leaf_weight=112.88399974590357 3.3853839226067048 7.7467595034104297 7.4717732145509217 leaf_count=2519 34 100 224 internal_value=0 -3.12704e-05 0.000253479 internal_weight=0 120.631 10.8572 internal_count=2877 2619 258 is_linear=0 shrinkage=0.000439788 Tree=7385 num_leaves=4 num_cat=0 split_feature=123 48 1 split_gain=4.02079 4.66083 1.53591 threshold=1.0000000180025095e-35 0.11978500000000002 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043994031843787979 0.00020462258220282049 -0.018456343146811098 0.018507560878699713 leaf_weight=111.90784263933529 3.3657214322593045 7.7030738372886836 7.3128342139098095 leaf_count=2519 34 100 224 internal_value=0 -0.00160298 0.0127494 internal_weight=0 119.611 10.6786 internal_count=2877 2619 258 is_linear=0 shrinkage=0.0224292 Tree=7386 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=3.87621 3.23023 1.53249 threshold=1.0000000180025095e-35 -0.15835999999999997 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012986914713611134 0.00075308000257593214 -0.0025007348483981938 0.018738298841490052 leaf_weight=7.1903260295475766 3.6242696129775123 112.38987083248321 6.9514048356504645 leaf_count=228 113 2391 145 internal_value=0 -0.00156754 0.0125873 internal_weight=0 119.58 10.5757 internal_count=2877 2619 258 is_linear=0 shrinkage=0.0224292 Tree=7387 num_leaves=4 num_cat=0 split_feature=123 48 1 split_gain=3.87327 4.37353 1.56254 threshold=1.0000000180025095e-35 0.11978500000000002 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2313889506159924e-06 -1.1564891545975994e-06 -0.00035002439489921115 0.00036068935578444376 leaf_weight=112.86105774318639 3.3758088583126646 7.718302251520071 7.2785884913319023 leaf_count=2519 34 100 224 internal_value=0 -3.01616e-05 0.000246243 internal_weight=0 120.579 10.6544 internal_count=2877 2619 258 is_linear=0 shrinkage=0.000439788 Tree=7388 num_leaves=4 num_cat=0 split_feature=43 12 48 split_gain=2.76076 4.12492 3.6269 threshold=-0.075414999999999982 0.089810000000000015 0.086895000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012573278214973828 0.0009036570305911675 -0.011222835562048564 0.01561208140829007 leaf_weight=33.841962282209352 61.050902928040159 18.333847789810534 11.975240217820099 leaf_count=879 1062 675 204 internal_value=0 -0.00189897 0.00501417 internal_weight=0 79.3848 45.8172 internal_count=2820 1737 1083 is_linear=0 shrinkage=0.0224292 Tree=7389 num_leaves=4 num_cat=0 split_feature=402 43 1 split_gain=2.67253 2.27099 0.769083 threshold=0.086255000000000012 -0.075414999999999982 0.09147000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.005226911587441656 -0.023066079949669957 -0.0011308422186864701 -0.0032320887651231321 leaf_weight=45.122197193970351 2.9428713064698959 75.584613569089925 1.482896141191304 leaf_count=1031 251 1481 57 internal_value=0 0.00124624 -0.0164629 internal_weight=0 120.707 4.42577 internal_count=2820 2512 308 is_linear=0 shrinkage=0.0224292 Tree=7390 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=2.86774 5.92004 1.02997 threshold=-0.24219999999999997 -0.11532999999999999 0.11786500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012338232406484552 -0.00033783440575064854 2.2738519240940573e-05 0.00043128765165601569 leaf_weight=4.8924655599985254 9.5632327300954767 108.82323386068674 3.6938175484974636 leaf_count=63 223 2365 169 internal_value=0 -6.43825e-06 0.000256506 internal_weight=0 118.386 8.58628 internal_count=2820 2588 232 is_linear=0 shrinkage=0.000439788 Tree=7391 num_leaves=4 num_cat=0 split_feature=15 15 1 split_gain=2.71606 6.11899 1.01848 threshold=-0.24219999999999997 -0.11532999999999999 0.11786500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012008978888625166 -0.00034363235478067816 2.4751560924902186e-05 0.00042840460952859157 leaf_weight=4.8593963532475737 9.4681080402951903 107.96437782447902 3.6222945749032078 leaf_count=63 223 2365 169 internal_value=0 -5.00077e-06 0.000252429 internal_weight=0 117.432 8.48169 internal_count=2820 2588 232 is_linear=0 shrinkage=0.000439788 Tree=7392 num_leaves=4 num_cat=0 split_feature=0 4 160 split_gain=4.00979 4.13994 3.45437 threshold=-0.070894999999999986 0.0021450000000000006 -0.096069999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0082934229422466522 0.022658814482201549 0.0015802907700244271 0.0026736355779384529 leaf_weight=43.491735584404523 4.9888231405348042 41.958631721972779 33.223556925753655 leaf_count=1466 78 623 661 internal_value=0 -0.00344587 0.00529282 internal_weight=0 85.4504 38.2124 internal_count=2828 2089 739 is_linear=0 shrinkage=0.0224292 Tree=7393 num_leaves=4 num_cat=0 split_feature=0 0 160 split_gain=3.89352 4.14713 3.19508 threshold=-0.070894999999999986 -0.098899999999999988 -0.096069999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7215860906195169e-06 0.00043018005342570229 -0.0001886143829985248 5.4149562508795232e-05 leaf_weight=54.347757689771242 4.9993678720056769 32.614228140337218 33.910904284472053 leaf_count=604 78 1485 661 internal_value=0 -6.46874e-05 0.000102651 internal_weight=0 86.962 38.9103 internal_count=2828 2089 739 is_linear=0 shrinkage=0.000439788 Tree=7394 num_leaves=4 num_cat=0 split_feature=0 4 160 split_gain=3.83505 3.97271 3.32503 threshold=-0.070894999999999986 0.0021450000000000006 -0.096069999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0081260106088414594 0.02227587899933433 0.0015506096948783772 0.00261660826131563 leaf_weight=43.406754648553033 4.9585423151002024 41.963094431936042 33.221679348142061 leaf_count=1466 78 623 661 internal_value=0 -0.00337024 0.00517965 internal_weight=0 85.3698 38.1802 internal_count=2828 2089 739 is_linear=0 shrinkage=0.0224292 Tree=7395 num_leaves=4 num_cat=0 split_feature=0 4 160 split_gain=3.50754 4.11825 3.08237 threshold=-0.070894999999999986 0.0021450000000000006 -0.096069999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015571363489505713 0.00042103926009130825 3.6267100627709436e-05 5.0295363340957363e-05 leaf_weight=43.915624003020639 4.9592420084081814 42.522384519852494 33.748767739205505 leaf_count=1466 78 623 661 internal_value=0 -6.12833e-05 9.7979e-05 internal_weight=0 86.438 38.708 internal_count=2828 2089 739 is_linear=0 shrinkage=0.000439788 Tree=7396 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.38047 4.17266 2.39135 threshold=-0.017269999999999997 -0.032619999999999989 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00076733697517316572 0.022226237029246029 -0.02287136802037849 0.004073577127257832 leaf_weight=107.82955882244642 4.7128314916626577 3.8730682039167723 16.035467589157633 leaf_count=2490 102 33 215 internal_value=0 -5.60565e-05 0.00821347 internal_weight=0 111.703 20.7483 internal_count=2840 2523 317 is_linear=0 shrinkage=0.0224292 Tree=7397 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=2.32387 2.11561 threshold=0.073890000000000011 -0.51296999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015863930885495352 -0.017607062140784547 0.0021518157439318849 leaf_weight=3.3479634188406626 3.2012232050947196 125.8082652680896 leaf_count=208 95 2537 internal_value=0 0.00168254 internal_weight=0 129.156 internal_count=2840 2745 is_linear=0 shrinkage=0.0224292 Tree=7398 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=2.23202 2.03905 threshold=0.073890000000000011 -0.51296999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015671257824595525 -0.017309634935192799 0.0021037727225211448 leaf_weight=3.3137344084534552 3.1837228726981257 125.79566375464674 leaf_count=208 95 2537 internal_value=0 0.00164531 internal_weight=0 129.109 internal_count=2840 2745 is_linear=0 shrinkage=0.0224292 Tree=7399 num_leaves=4 num_cat=0 split_feature=0 43 4 split_gain=2.39956 4.11617 2.21225 threshold=-0.060324999999999997 0.053305000000000012 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6373408732136916e-05 1.5155508588264022e-05 -0.00029345682544234381 0.0002349701696479726 leaf_weight=89.523853567676269 18.387479717377573 9.1208850473049079 17.068208769174817 leaf_count=1998 215 325 302 internal_value=0 -1.23253e-05 0.000121043 internal_weight=0 98.6447 35.4557 internal_count=2840 2323 517 is_linear=0 shrinkage=0.000439788 Tree=7400 num_leaves=4 num_cat=0 split_feature=133 42 1 split_gain=4.09309 2.26184 1.09337 threshold=0.10746500000000002 -0.090159999999999976 0.091265000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019470992335752127 -0.0005111595785832041 3.2015386426119758e-05 -5.9096758466773848e-05 leaf_weight=9.1839974651957146 3.6967115210572947 113.06421282270094 1.4417607609066179 leaf_count=275 304 2150 90 internal_value=0 1.49547e-05 -0.000385007 internal_weight=0 122.248 5.13847 internal_count=2819 2425 394 is_linear=0 shrinkage=0.000439788 Tree=7401 num_leaves=4 num_cat=0 split_feature=133 49 133 split_gain=4.00638 7.01253 2.94985 threshold=0.091505000000000017 -0.10705999999999997 0.084030000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001384304394226976 0.018382662242030601 -0.021223154368665981 0.010925662123594507 leaf_weight=99.745176721085954 2.9072544667869797 9.7301246288770908 13.780628737731602 leaf_count=1901 12 538 368 internal_value=0 -0.0120978 0.00120622 internal_weight=0 12.6374 113.526 internal_count=2819 550 2269 is_linear=0 shrinkage=0.0224292 Tree=7402 num_leaves=4 num_cat=0 split_feature=133 42 12 split_gain=3.85204 2.25023 1.01343 threshold=0.10746500000000002 -0.090159999999999976 0.085335000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010058642536297546 -0.0036317041950132988 0.0015419409260299731 -0.025895187240787852 leaf_weight=9.0756087555600953 1.4591772855346778 112.03852114871916 3.5235825242343708 leaf_count=275 58 2150 336 internal_value=0 0.00067121 -0.0194142 internal_weight=0 121.114 4.98276 internal_count=2819 2425 394 is_linear=0 shrinkage=0.0224292 Tree=7403 num_leaves=4 num_cat=0 split_feature=133 49 133 split_gain=3.76168 6.71452 2.81779 threshold=0.091505000000000017 -0.10705999999999997 0.084030000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015121235035150694 0.018065211302306865 -0.020810268935750196 0.010658595210615896 leaf_weight=99.726160093747239 2.8951469082385293 9.6037485648630518 13.791982481168814 leaf_count=1901 12 538 368 internal_value=0 -0.0117916 0.00116371 internal_weight=0 12.4989 113.518 internal_count=2819 550 2269 is_linear=0 shrinkage=0.0224292 Tree=7404 num_leaves=3 num_cat=0 split_feature=150 1456 split_gain=2.50938 2.84281 threshold=-0.20684999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035928997325251422 -0.00041785476020803509 2.4424137933625613e-05 leaf_weight=4.1993225538171819 2.8556541952420949 126.5651772139754 leaf_count=30 270 2548 internal_value=0 1.46051e-05 internal_weight=0 129.421 internal_count=2848 2818 is_linear=0 shrinkage=0.000439788 Tree=7405 num_leaves=4 num_cat=0 split_feature=41 150 11 split_gain=2.53064 2.84484 0.451414 threshold=0.078535000000000008 -0.20684999999999998 0.081005000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020694059827680106 -0.0057555926424831608 0.0014627988196687636 -0.016952734570224323 leaf_weight=3.9788960620062417 3.5698925334800142 120.72869907112545 3.7205405280110426 leaf_count=29 86 2681 52 internal_value=0 0.00207946 -0.0114992 internal_weight=0 124.708 7.29043 internal_count=2848 2710 138 is_linear=0 shrinkage=0.0224292 Tree=7406 num_leaves=4 num_cat=0 split_feature=41 403 2 split_gain=2.42059 2.77952 1.82521 threshold=0.078535000000000008 -0.092224999999999988 0.091605000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019883221784350199 -0.023081980846711342 0.002544197246656498 -0.00062087964833549929 leaf_weight=2.8259119761714819 3.4372336294727566 121.87618603141527 3.8467103108414449 leaf_count=316 66 2394 72 internal_value=0 0.002033 -0.0112527 internal_weight=0 124.702 7.28394 internal_count=2848 2710 138 is_linear=0 shrinkage=0.0224292 Tree=7407 num_leaves=3 num_cat=0 split_feature=150 1 split_gain=2.37374 2.4935 threshold=-0.20684999999999998 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017894974689812177 -0.0013860067272897603 0.0053753914293132509 leaf_weight=4.1643178069498381 87.866753869315289 39.875348583591403 leaf_count=30 2145 673 internal_value=0 0.000725086 internal_weight=0 127.742 internal_count=2848 2818 is_linear=0 shrinkage=0.0224292 Tree=7408 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=3.60036 3.31294 threshold=-0.42089999999999994 0.090135000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023465215605479525 0.0019611335835521501 -0.01279365690204284 leaf_weight=3.0857460958941365 115.99567042086346 8.1773887871604511 leaf_count=21 2568 254 internal_value=0 0.000987643 internal_weight=0 124.173 internal_count=2843 2822 is_linear=0 shrinkage=0.0224292 Tree=7409 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=3.45245 3.29525 2.40204 threshold=0.13130500000000003 0.10852500000000001 -0.05332499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2582682639365441e-06 0.00046750623584597889 -0.00035909554935334962 4.8107214810116694e-05 leaf_weight=113.18755294221046 5.0213096248335205 5.1115248408677862 5.5594233144074661 leaf_count=2443 153 189 58 internal_value=0 -1.43675e-05 0.000247625 internal_weight=0 118.299 10.5807 internal_count=2843 2632 211 is_linear=0 shrinkage=0.000439788 Tree=7410 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=3.43553 3.17362 threshold=-0.42089999999999994 0.090135000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022901102674982046 0.0019163255443869632 -0.012544401071841632 leaf_weight=3.0911977797513819 116.02103284486111 8.1536103370344772 leaf_count=21 2568 254 internal_value=0 0.000965016 internal_weight=0 124.175 internal_count=2843 2822 is_linear=0 shrinkage=0.0224292 Tree=7411 num_leaves=4 num_cat=0 split_feature=1 12 15 split_gain=3.35117 3.35671 2.50786 threshold=0.13130500000000003 0.10852500000000001 -0.05332499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3213195460605354e-06 0.00046996504984954027 -0.00035900521268432471 4.0756717908171699e-05 leaf_weight=113.21872979188629 5.0054099457265693 5.1821508298708059 5.5403897417709214 leaf_count=2443 153 189 58 internal_value=0 -1.35485e-05 0.000244955 internal_weight=0 118.401 10.5458 internal_count=2843 2632 211 is_linear=0 shrinkage=0.000439788 Tree=7412 num_leaves=4 num_cat=0 split_feature=16 51 42 split_gain=3.59213 3.18723 0.96628 threshold=0.51434500000000016 -0.24005499999999999 -0.071954999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037487007117934065 -0.00073349541625868249 -3.2849896620936483e-05 -0.00026015991128969332 leaf_weight=3.8046684350192654 1.5393889066799604 122.86282868633134 1.867434315761783 leaf_count=75 30 2665 121 internal_value=0 -2.05487e-05 -0.000476934 internal_weight=0 126.667 3.40682 internal_count=2891 2740 151 is_linear=0 shrinkage=0.000439788 Tree=7413 num_leaves=4 num_cat=0 split_feature=16 51 42 split_gain=3.65598 3.15696 0.975462 threshold=0.51434500000000016 -0.24005499999999999 -0.071954999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019273202029456957 -0.037666972984284224 -0.0015632422051551445 -0.013294721199418137 leaf_weight=3.7524292244706876 1.5349579656249264 121.60843013861086 1.8347760056203686 leaf_count=75 30 2665 121 internal_value=0 -0.000936705 -0.0245463 internal_weight=0 125.361 3.36973 internal_count=2891 2740 151 is_linear=0 shrinkage=0.0224292 Tree=7414 num_leaves=4 num_cat=0 split_feature=16 51 42 split_gain=3.53895 3.0274 0.961432 threshold=0.51434500000000016 -0.24005499999999999 -0.071954999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018911857864366447 -0.037422200877750569 -0.0015282313910403376 -0.01308752968253489 leaf_weight=3.7388741296490471 1.5107433028606467 121.60481826099567 1.8224616557490652 leaf_count=75 30 2665 121 internal_value=0 -0.000915737 -0.0242673 internal_weight=0 125.344 3.3332 internal_count=2891 2740 151 is_linear=0 shrinkage=0.0224292 Tree=7415 num_leaves=4 num_cat=0 split_feature=16 1 42 split_gain=3.3626 2.97343 0.960551 threshold=0.51434500000000016 0.12856000000000004 -0.071954999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5666486739395514e-05 -0.00072492212322338974 0.00022501332200718294 -0.00024752378794056786 leaf_weight=117.95154649346296 1.4855578481910927 9.0981816337953187 1.8472278122935666 leaf_count=2524 30 216 121 internal_value=0 -1.69679e-05 -0.000463237 internal_weight=0 127.05 3.33279 internal_count=2891 2740 151 is_linear=0 shrinkage=0.000439788 Tree=7416 num_leaves=4 num_cat=0 split_feature=3 2 2 split_gain=2.88742 7.31408 5.4021 threshold=0.0055300000000000011 0.085325000000000012 0.12313000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050745006813127215 0.020709261215045516 -0.0009053656886177455 0.0165688597741021 leaf_weight=74.510595461879348 9.9008900199260079 38.21162887144601 6.2726936440158161 leaf_count=2194 78 357 162 internal_value=0 0.00354907 -0.00339041 internal_weight=0 48.1125 80.7833 internal_count=2791 435 2356 is_linear=0 shrinkage=0.0224292 Tree=7417 num_leaves=4 num_cat=0 split_feature=3 2 2 split_gain=2.76352 7.04468 5.32172 threshold=0.0055300000000000011 0.085325000000000012 0.084970000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01052645606860257 0.020384534725340811 -0.00088490169983162332 0.001284415785210618 leaf_weight=31.430660521411482 9.8340701283887011 38.218783121650631 49.230506700310798 leaf_count=905 78 357 1451 internal_value=0 0.00347428 -0.00331924 internal_weight=0 48.0529 80.6612 internal_count=2791 435 2356 is_linear=0 shrinkage=0.0224292 Tree=7418 num_leaves=3 num_cat=0 split_feature=1447 150 split_gain=2.64967 2.60508 threshold=-0.086059999999999984 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018906650567883113 -0.0030348824167705196 0.0047124522385320715 leaf_weight=3.335340123056084 97.079430353498537 28.150645280613389 leaf_count=97 2321 373 internal_value=0 -0.0012929 internal_weight=0 125.23 internal_count=2791 2694 is_linear=0 shrinkage=0.0224292 Tree=7419 num_leaves=4 num_cat=0 split_feature=3 2 2 split_gain=2.8144 6.66202 5.31845 threshold=0.0055300000000000011 0.085325000000000012 0.12313000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7053599632519874e-05 0.00039261390800349085 -1.3046232279952802e-05 0.00032174049338344715 leaf_weight=75.24940283910837 9.8113776441605278 38.474654829275096 6.3421224458943461 leaf_count=2194 78 357 162 internal_value=0 6.95036e-05 -6.4433e-05 internal_weight=0 48.286 81.5915 internal_count=2791 435 2356 is_linear=0 shrinkage=0.000439788 Tree=7420 num_leaves=3 num_cat=0 split_feature=393 42 split_gain=2.68111 2.82149 threshold=0.087895000000000015 0.10258000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.5924554234661471e-05 -0.00038270691222121146 -0.00024894548416573456 leaf_weight=121.15779837279115 3.0896601331187403 6.6002917630321454 leaf_count=2431 110 315 internal_value=0 3.06559e-05 internal_weight=0 127.758 internal_count=2856 2746 is_linear=0 shrinkage=0.000439788 Tree=7421 num_leaves=4 num_cat=0 split_feature=42 42 39 split_gain=2.62721 3.44827 2.25846 threshold=0.10258000000000002 0.098370000000000027 0.096775000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011566132754828936 -0.020401011063067912 0.023636285544168738 0.010263992471861353 leaf_weight=118.93336232296497 4.8734223196770463 3.515857071208301 1.5912814461917149 leaf_count=2488 260 53 55 internal_value=0 0.00180565 -0.0128448 internal_weight=0 122.449 6.4647 internal_count=2856 2541 315 is_linear=0 shrinkage=0.0224292 Tree=7422 num_leaves=3 num_cat=0 split_feature=393 42 split_gain=2.72489 2.72668 threshold=0.087895000000000015 0.10258000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023189966218313597 -0.019884524790096409 -0.012688823594985814 leaf_weight=119.40173438730744 3.0359605558915055 6.3985396906064116 leaf_count=2431 110 315 internal_value=0 0.00155385 internal_weight=0 125.8 internal_count=2856 2746 is_linear=0 shrinkage=0.0224292 Tree=7423 num_leaves=3 num_cat=0 split_feature=393 42 split_gain=2.61567 2.62746 threshold=0.087895000000000015 0.10258000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4365753961563443e-05 -0.00038010413235653646 -0.00024187671626574919 leaf_weight=120.6889828983567 3.0670434214407569 6.5194212712303843 leaf_count=2431 110 315 internal_value=0 2.96618e-05 internal_weight=0 127.208 internal_count=2856 2746 is_linear=0 shrinkage=0.000439788 Tree=7424 num_leaves=3 num_cat=0 split_feature=44 16 split_gain=3.53407 3.33446 threshold=1.0000000180025095e-35 -0.082914999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0057421296523803168 -0.021312950751561369 -0.0016246277000455107 leaf_weight=54.625309941318847 3.4688154325122005 71.151267778957845 leaf_count=985 56 1806 internal_value=0 0.00157517 internal_weight=0 125.777 internal_count=2847 2791 is_linear=0 shrinkage=0.0224292 Tree=7425 num_leaves=3 num_cat=0 split_feature=44 16 split_gain=3.43992 3.4933 threshold=1.0000000180025095e-35 -0.082914999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011298070935455814 -0.00041117650559527796 -3.3865024190180609e-05 leaf_weight=55.333338950902544 3.4956935001537195 72.191244699948584 leaf_count=985 56 1806 internal_value=0 2.98592e-05 internal_weight=0 127.525 internal_count=2847 2791 is_linear=0 shrinkage=0.000439788 Tree=7426 num_leaves=3 num_cat=0 split_feature=44 16 split_gain=3.30942 3.20701 threshold=1.0000000180025095e-35 -0.082914999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010903222534171346 -0.00040481360747942458 -3.2058189520064556e-05 leaf_weight=55.024725691921049 3.4731332916999227 71.796385502864723 leaf_count=985 56 1806 internal_value=0 2.91648e-05 internal_weight=0 126.821 internal_count=2847 2791 is_linear=0 shrinkage=0.000439788 Tree=7427 num_leaves=3 num_cat=0 split_feature=44 16 split_gain=3.49014 3.58322 threshold=1.0000000180025095e-35 -0.082914999999999975 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00011211452045098639 -0.00041524990870569323 -3.592234526657065e-05 leaf_weight=55.775125984324404 3.5075384267838663 72.986944519041572 leaf_count=985 56 1806 internal_value=0 2.8209e-05 internal_weight=0 128.762 internal_count=2847 2791 is_linear=0 shrinkage=0.000439788 Tree=7428 num_leaves=4 num_cat=0 split_feature=0 42 52 split_gain=3.7551 3.81112 1.33872 threshold=0.041630000000000007 -1.0000000180025095e-35 0.10452000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010647741255449861 0.0069900882698802737 0.0013555720122567685 0.021136564924787129 leaf_weight=15.368376574493594 10.734086024043789 98.398869042815932 4.9056035661487831 leaf_count=721 183 1853 39 internal_value=0 -0.000267423 0.0114477 internal_weight=0 113.767 15.6397 internal_count=2796 2574 222 is_linear=0 shrinkage=0.0224292 Tree=7429 num_leaves=4 num_cat=0 split_feature=0 42 52 split_gain=3.61199 3.94248 1.27328 threshold=0.041630000000000007 -1.0000000180025095e-35 0.10452000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020871978212165903 0.00013598461028192381 2.8284949755722855e-05 0.000406117874782662 leaf_weight=15.691816319913412 10.852265491339493 99.838334684340225 4.9018214086245271 leaf_count=721 183 1853 39 internal_value=0 -3.93524e-06 0.000220425 internal_weight=0 115.53 15.7541 internal_count=2796 2574 222 is_linear=0 shrinkage=0.000439788 Tree=7430 num_leaves=4 num_cat=0 split_feature=0 15 3 split_gain=3.64229 4.02331 1.17862 threshold=0.038995000000000009 -0.10134499999999999 -0.10891999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012882565272010057 0.00032156795198908959 -5.7268588318919204e-05 8.0253964563571463e-05 leaf_weight=30.479482416700193 8.9374702111163042 85.34124299488758 6.983461177951539 leaf_count=525 124 2045 102 internal_value=0 -8.2827e-06 0.000215942 internal_weight=0 115.821 15.9209 internal_count=2796 2570 226 is_linear=0 shrinkage=0.000439788 Tree=7431 num_leaves=4 num_cat=0 split_feature=0 42 3 split_gain=3.5986 3.6593 1.22219 threshold=0.041630000000000007 -1.0000000180025095e-35 -0.10891999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010454828418338315 0.016799874349203128 0.0013238719963268141 0.0041440224048812924 leaf_weight=15.315971368851022 8.7028933891851903 98.456628047973936 6.8851179305856922 leaf_count=721 120 1853 102 internal_value=0 -0.000263255 0.0112218 internal_weight=0 113.773 15.588 internal_count=2796 2574 222 is_linear=0 shrinkage=0.0224292 Tree=7432 num_leaves=4 num_cat=0 split_feature=2 123 2 split_gain=2.35646 5.40095 3.80316 threshold=0.092935000000000004 0.083875000000000019 0.092210000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8681765943982663e-05 -0.00012730479610966234 0.00033051791378546261 0.00042279301184110744 leaf_weight=76.371331628633925 45.967690594545275 5.5712054525210979 4.767717108843498 leaf_count=1729 920 128 52 internal_value=0 -7.77114e-05 4.25211e-05 internal_weight=0 51.5389 81.139 internal_count=2829 1048 1781 is_linear=0 shrinkage=0.000439788 Tree=7433 num_leaves=4 num_cat=0 split_feature=2 123 2 split_gain=2.28687 5.30112 3.76843 threshold=0.092935000000000004 0.083875000000000019 0.092210000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.7750772993691504e-05 -0.00012569978041639023 0.00032876931696270226 0.00042006483555126928 leaf_weight=76.493051289777213 46.152168862725375 5.5437937674287232 4.7659157649613908 leaf_count=1729 920 128 52 internal_value=0 -7.68598e-05 4.144e-05 internal_weight=0 51.696 81.259 internal_count=2829 1048 1781 is_linear=0 shrinkage=0.000439788 Tree=7434 num_leaves=4 num_cat=0 split_feature=2 123 2 split_gain=2.65564 5.29333 3.75485 threshold=0.092935000000000004 0.083875000000000019 0.092210000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010996480143443421 -0.0067390823852499816 0.016639453084704822 0.021643785117991216 leaf_weight=75.493559741846184 45.406637399402825 5.4392141853168132 4.738687379842303 leaf_count=1729 920 128 52 internal_value=0 -0.00423287 0.00231789 internal_weight=0 50.8459 80.2322 internal_count=2829 1048 1781 is_linear=0 shrinkage=0.0224292 Tree=7435 num_leaves=4 num_cat=0 split_feature=456 403 49 split_gain=2.39094 2.85865 1.55171 threshold=0.087495000000000003 -0.092224999999999988 -0.065679999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020775582342439425 -0.0024243962151667109 0.00092019198425088468 -0.027601574636419615 leaf_weight=3.1139198070886769 2.372936835497967 123.00068188153091 2.5499995849750112 leaf_count=339 36 2347 107 internal_value=0 0.000381434 -0.015522 internal_weight=0 126.115 4.92294 internal_count=2829 2686 143 is_linear=0 shrinkage=0.0224292 Tree=7436 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=3.23107 2.3351 threshold=-0.29526499999999994 0.25367000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004425789016788343 -1.2250402005943355e-05 0.00015074276877560878 leaf_weight=3.0540509260608806 106.31271510868828 20.216542001609923 leaf_count=65 2383 370 internal_value=0 1.38111e-05 internal_weight=0 126.529 internal_count=2818 2753 is_linear=0 shrinkage=0.000439788 Tree=7437 num_leaves=3 num_cat=0 split_feature=151 158 split_gain=3.29395 2.16139 threshold=-0.29526499999999994 0.084965000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022868918309862533 0.0014810678359397423 -0.010815951832687618 leaf_weight=3.0296674816054283 117.29740603813843 7.6410163933614959 leaf_count=65 2446 307 internal_value=0 0.000727466 internal_weight=0 124.938 internal_count=2818 2753 is_linear=0 shrinkage=0.0224292 Tree=7438 num_leaves=3 num_cat=0 split_feature=151 158 split_gain=3.17696 2.06891 threshold=-0.29526499999999994 0.084965000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022565182768179533 0.0014479019688247506 -0.010593441762450665 leaf_weight=3.0021505975164464 117.29356965990519 7.6270918687241638 leaf_count=65 2446 307 internal_value=0 0.000711205 internal_weight=0 124.921 internal_count=2818 2753 is_linear=0 shrinkage=0.0224292 Tree=7439 num_leaves=3 num_cat=0 split_feature=151 130 split_gain=3.06368 2.04099 threshold=-0.29526499999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022262107292536769 0.0013046764561733509 -0.012788391924380209 leaf_weight=2.9753345274948506 119.51953475747359 5.3842334550827209 leaf_count=65 2400 353 internal_value=0 0.000695304 internal_weight=0 124.904 internal_count=2818 2753 is_linear=0 shrinkage=0.0224292 Tree=7440 num_leaves=4 num_cat=0 split_feature=49 47 1 split_gain=3.67362 6.13558 3.93771 threshold=-0.065034999999999996 0.087235000000000021 0.109225 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011805858346351592 0.0046134082276685232 -0.0097469119120371563 0.0082890175842926985 leaf_weight=21.411867019105561 82.371494854371122 18.271956328411761 6.3470427949796422 leaf_count=225 2181 325 88 internal_value=0 0.00200492 -0.00720865 internal_weight=0 100.643 27.7589 internal_count=2819 2506 313 is_linear=0 shrinkage=0.0224292 Tree=7441 num_leaves=3 num_cat=0 split_feature=52 4 split_gain=3.68945 3.35743 threshold=-0.51296999999999993 -0.076329999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046882768971259471 0.00011516792618632213 -3.8051736242129415e-05 leaf_weight=3.157301494080456 40.681760066116112 86.31744454537511 leaf_count=213 877 1729 internal_value=0 1.10392e-05 internal_weight=0 126.999 internal_count=2819 2606 is_linear=0 shrinkage=0.000439788 Tree=7442 num_leaves=3 num_cat=0 split_feature=52 49 split_gain=3.62999 3.61611 threshold=-0.51296999999999993 -0.065034999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023927237815554937 -0.0066357077765890633 0.0026094836275849975 leaf_weight=3.0904850741426335 27.156274348446459 98.144076494152614 leaf_count=213 301 2305 internal_value=0 0.000605073 internal_weight=0 125.3 internal_count=2819 2606 is_linear=0 shrinkage=0.0224292 Tree=7443 num_leaves=4 num_cat=0 split_feature=49 47 1 split_gain=3.35266 5.86171 3.77073 threshold=-0.065034999999999996 0.087235000000000021 0.109225 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011389790913199973 0.0044631063060923343 -0.009581244052581539 0.0082801976564823663 leaf_weight=21.399480002990462 82.355340430549404 18.246691592488787 6.3430773786385535 leaf_count=225 2181 325 88 internal_value=0 0.00191448 -0.00688983 internal_weight=0 100.602 27.7426 internal_count=2819 2506 313 is_linear=0 shrinkage=0.0224292 Tree=7444 num_leaves=4 num_cat=0 split_feature=52 133 15 split_gain=4.22708 2.78899 0.885758 threshold=0.28251000000000009 -0.10927999999999999 -0.0087549999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012254859042084501 -0.029690973956432217 0.0018252836074116056 -0.009927140767787548 leaf_weight=7.5407150094688395 2.5473502924487548 110.85776864323452 2.103969285322818 leaf_count=326 131 2259 125 internal_value=0 0.000926698 -0.0208282 internal_weight=0 118.398 4.65132 internal_count=2841 2585 256 is_linear=0 shrinkage=0.0224292 Tree=7445 num_leaves=4 num_cat=0 split_feature=52 403 15 split_gain=4.08594 3.97581 0.883874 threshold=0.28251000000000009 0.10150000000000002 -0.0087549999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.001604829972410571 -0.029570390698681507 -0.023265852937990144 -0.0097340144124433928 leaf_weight=115.05481561486158 2.5009712613609736 3.3079656850459278 2.0980329941230584 leaf_count=2381 131 204 125 internal_value=0 0.000906112 -0.0205988 internal_weight=0 118.363 4.599 internal_count=2841 2585 256 is_linear=0 shrinkage=0.0224292 Tree=7446 num_leaves=4 num_cat=0 split_feature=52 402 52 split_gain=3.93833 2.88068 0.887146 threshold=0.28251000000000009 0.086255000000000012 0.51791000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1976499999193978e-05 -0.00054970587017810931 -0.00030777134833615851 -0.00014986378851084646 leaf_weight=114.48136625169718 2.8164060721028354 5.020318024493462 1.7569659612872781 leaf_count=2279 180 306 76 internal_value=0 1.76567e-05 -0.000397359 internal_weight=0 119.502 4.57337 internal_count=2841 2585 256 is_linear=0 shrinkage=0.000439788 Tree=7447 num_leaves=4 num_cat=0 split_feature=52 402 52 split_gain=4.00894 2.90713 0.886421 threshold=0.28251000000000009 0.08321000000000002 0.51791000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.3755451930400795e-05 -0.00055050411769966756 -0.00027673715196860186 -0.00015258257958383656 leaf_weight=113.48710448652855 2.8445579224062376 6.129329625699028 1.7719527876488426 leaf_count=2254 180 331 76 internal_value=0 1.78037e-05 -0.000399028 internal_weight=0 119.616 4.61651 internal_count=2841 2585 256 is_linear=0 shrinkage=0.000439788 Tree=7448 num_leaves=4 num_cat=0 split_feature=131 49 2 split_gain=4.06547 2.974 2.28344 threshold=0.089415000000000008 0.119245 0.12173500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4074719004555961e-05 -0.00041740005481444547 0.0002429077930231575 0.00011341620628590193 leaf_weight=114.30355602022064 7.0370342835376487 9.409304282122319 2.0060027940198779 leaf_count=2326 338 161 49 internal_value=0 5.50522e-06 -0.000299659 internal_weight=0 123.713 9.04304 internal_count=2874 2487 387 is_linear=0 shrinkage=0.000439788 Tree=7449 num_leaves=4 num_cat=0 split_feature=131 49 2 split_gain=4.08037 2.79787 2.22249 threshold=0.089415000000000008 0.119245 0.12173500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7126957794636627e-06 -0.00041392179354053763 0.00023913937147950243 0.000109350536480529 leaf_weight=114.58517994366048 6.9950871506734966 9.4406367974297591 2.0136986750585493 leaf_count=2326 338 161 49 internal_value=0 9.26339e-06 -0.000296973 internal_weight=0 124.026 9.00879 internal_count=2874 2487 387 is_linear=0 shrinkage=0.000439788 Tree=7450 num_leaves=4 num_cat=0 split_feature=131 49 2 split_gain=4.09028 2.8443 2.17958 threshold=0.089415000000000008 0.119245 0.12173500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060158492188419209 -0.021380980203628063 0.012331788051278046 0.0053960628733321905 leaf_weight=112.42148849463047 6.8505306238366739 9.2394983698031847 1.9585271183168513 leaf_count=2326 338 161 49 internal_value=0 0.000382416 -0.0154288 internal_weight=0 121.661 8.80906 internal_count=2874 2487 387 is_linear=0 shrinkage=0.0224292 Tree=7451 num_leaves=4 num_cat=0 split_feature=131 49 2 split_gain=3.93842 2.75504 2.22942 threshold=0.089415000000000008 0.119245 0.12173500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1116734697845866e-05 -0.00041376592572382542 0.00023693227387325871 0.00011353835591205004 leaf_weight=113.59892434634457 6.8770486364373919 9.3559701483318332 1.9915953390009233 leaf_count=2326 338 161 49 internal_value=0 7.79183e-06 -0.000295362 internal_weight=0 122.955 8.86864 internal_count=2874 2487 387 is_linear=0 shrinkage=0.000439788 Tree=7452 num_leaves=4 num_cat=0 split_feature=15 15 43 split_gain=4.22293 6.54023 5.44054 threshold=0.091735000000000025 0.088235000000000022 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00094470053146641908 0.0047958897704641901 0.022341828063066203 -0.023535408880161288 leaf_weight=107.09122354086867 6.1992338901036419 7.6843856964151191 7.5443336364551197 leaf_count=2183 98 205 367 internal_value=0 0.00238075 -0.0107672 internal_weight=0 114.776 13.7436 internal_count=2853 2388 465 is_linear=0 shrinkage=0.0224292 Tree=7453 num_leaves=4 num_cat=0 split_feature=15 15 43 split_gain=4.07978 5.89275 5.22824 threshold=0.091735000000000025 0.088235000000000022 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6647922044976396e-05 8.8606200136466331e-05 0.0004123298456555069 -0.00045437575161105267 leaf_weight=108.21375653672294 6.2425448956200853 7.7858029135204552 7.5787302940952923 leaf_count=2183 98 205 367 internal_value=0 4.32693e-05 -0.000209347 internal_weight=0 116 13.8213 internal_count=2853 2388 465 is_linear=0 shrinkage=0.000439788 Tree=7454 num_leaves=4 num_cat=0 split_feature=15 15 43 split_gain=4.05365 6.20772 5.26992 threshold=0.091735000000000025 0.088235000000000022 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00092171762491361712 0.0046847767670849501 0.021724642613771605 -0.023272550624847149 leaf_weight=107.10835863784814 6.1981601423467509 7.7186337421917406 7.4580414325173461 leaf_count=2183 98 205 367 internal_value=0 0.00232346 -0.0105947 internal_weight=0 114.827 13.6562 internal_count=2853 2388 465 is_linear=0 shrinkage=0.0224292 Tree=7455 num_leaves=4 num_cat=0 split_feature=15 15 43 split_gain=3.94724 5.37021 5.08079 threshold=0.091735000000000025 0.088235000000000022 -0.084674999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0112951541363515e-05 8.8880849929106061e-05 0.00039493942865996757 -0.00044628799084185574 leaf_weight=108.78012948654941 6.2848242335021496 7.9131683895575398 7.5232322583542537 leaf_count=2183 98 205 367 internal_value=0 4.5591e-05 -0.000202916 internal_weight=0 116.693 13.8081 internal_count=2853 2388 465 is_linear=0 shrinkage=0.000439788 Tree=7456 num_leaves=4 num_cat=0 split_feature=39 148 1 split_gain=3.55316 4.24619 4.10033 threshold=0.084950000000000012 -0.082164999999999988 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004549462804242761 -0.00018566747771017229 -1.967626459235966e-06 0.00035648264963382935 leaf_weight=4.1324169103754675 3.6287726685477528 111.51636191639409 10.389425165347346 leaf_count=83 61 2480 244 internal_value=0 -1.82261e-05 0.000216079 internal_weight=0 115.649 14.0182 internal_count=2868 2563 305 is_linear=0 shrinkage=0.000439788 Tree=7457 num_leaves=4 num_cat=0 split_feature=39 148 1 split_gain=3.50463 4.23408 4.0946 threshold=0.084950000000000012 -0.082164999999999988 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045622322721634482 -0.00019068914203128793 -3.7468575971345532e-06 0.00035525152295373577 leaf_weight=4.1310759487678288 3.5706842780818979 110.52232996148086 10.251477178091589 leaf_count=83 61 2480 244 internal_value=0 -2.01233e-05 0.00021415 internal_weight=0 114.653 13.8222 internal_count=2868 2563 305 is_linear=0 shrinkage=0.000439788 Tree=7458 num_leaves=4 num_cat=0 split_feature=39 148 1 split_gain=3.45178 4.23829 4.04592 threshold=0.084950000000000012 -0.082164999999999988 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004560928621800723 -0.00018695215848888155 -1.5457086625114389e-06 0.00035439557033191339 leaf_weight=4.0964671710971734 3.5907068346205042 110.312075197784 10.28438369365176 leaf_count=83 61 2480 244 internal_value=0 -1.78944e-05 0.000214237 internal_weight=0 114.409 13.8751 internal_count=2868 2563 305 is_linear=0 shrinkage=0.000439788 Tree=7459 num_leaves=4 num_cat=0 split_feature=39 148 1 split_gain=3.29167 4.27267 4.00108 threshold=0.084950000000000012 -0.082164999999999988 0.092675000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023415912819995232 -0.0097252620307073413 -9.7710337568863268e-05 0.017984333252268218 leaf_weight=4.0822963421815066 3.5351648761279639 109.33294083900364 10.011417155124944 leaf_count=83 61 2480 244 internal_value=0 -0.000940831 0.0107496 internal_weight=0 113.415 13.5466 internal_count=2868 2563 305 is_linear=0 shrinkage=0.0224292 Tree=7460 num_leaves=4 num_cat=0 split_feature=1 34 3 split_gain=2.55822 3.58764 3.07367 threshold=0.10100500000000003 -0.0011599999999999998 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022193983473184777 0.010004594195245811 -0.0001262186887377747 -0.0023978471365928831 leaf_weight=3.850835398072376 27.908324080257444 87.565094690598926 15.695856639271367 leaf_count=42 509 2073 203 internal_value=0 -0.00106025 0.00554109 internal_weight=0 91.4159 43.6042 internal_count=2827 2115 712 is_linear=0 shrinkage=0.0224292 Tree=7461 num_leaves=4 num_cat=0 split_feature=1 484 3 split_gain=2.65397 3.50699 2.84908 threshold=0.10100500000000003 -0.082264999999999991 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00052160137736308556 0.00019229053318569703 -8.1994541855897087e-06 -4.069964020563932e-05 leaf_weight=2.6305587472161269 28.138313317926077 89.453476153514202 15.864982403407337 leaf_count=235 509 1880 203 internal_value=0 -2.29709e-05 0.000108307 internal_weight=0 92.084 44.0033 internal_count=2827 2115 712 is_linear=0 shrinkage=0.000439788 Tree=7462 num_leaves=4 num_cat=0 split_feature=1 484 3 split_gain=2.45057 3.52885 2.94428 threshold=0.10100500000000003 -0.082264999999999991 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026675995154462489 0.0098043930144276967 -0.00028163173968720018 -0.0023360475562187628 leaf_weight=2.604454079126298 27.834327474258316 88.78619382627403 15.711820207536219 leaf_count=235 509 1880 203 internal_value=0 -0.00103923 0.00542491 internal_weight=0 91.3906 43.5461 internal_count=2827 2115 712 is_linear=0 shrinkage=0.0224292 Tree=7463 num_leaves=4 num_cat=0 split_feature=1 34 0 split_gain=2.34572 3.46968 3.23973 threshold=0.10100500000000003 -0.0011599999999999998 -0.19894999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021902435699818149 -0.0085258162109743095 -0.00010198042562686444 0.0080167028529362291 leaf_weight=3.8144960678182533 7.1046464995015404 87.521749668327175 36.377967672866362 leaf_count=42 69 2073 643 internal_value=0 -0.00101682 0.00531126 internal_weight=0 91.3362 43.4826 internal_count=2827 2115 712 is_linear=0 shrinkage=0.0224292 Tree=7464 num_leaves=4 num_cat=0 split_feature=42 3 0 split_gain=3.97876 3.28372 3.02291 threshold=-0.090159999999999976 0.31270000000000003 -0.017269999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022782465477603653 0.00017703225453725332 0.019397629082352614 0.0053207415308494438 leaf_weight=6.4261646440609184 114.38395840349767 4.6344144425602272 2.7368655803147686 leaf_count=315 2388 112 25 internal_value=0 0.000928447 -0.0143948 internal_weight=0 119.018 9.16303 internal_count=2840 2500 340 is_linear=0 shrinkage=0.0224292 Tree=7465 num_leaves=4 num_cat=0 split_feature=42 3 12 split_gain=3.83195 3.19215 2.40307 threshold=-0.090159999999999976 0.31270000000000003 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0022060832053364676 0.00017306198854829855 0.019266770051860383 -0.025271094035420123 leaf_weight=4.3814699840149824 114.38409135077018 4.5621864187633028 4.7106851656008075 leaf_count=64 2388 112 276 internal_value=0 0.000908376 -0.0141841 internal_weight=0 118.946 9.09216 internal_count=2840 2500 340 is_linear=0 shrinkage=0.0224292 Tree=7466 num_leaves=4 num_cat=0 split_feature=42 130 3 split_gain=3.87851 4.42149 2.98957 threshold=-1.0000000180025095e-35 -0.076894999999999977 0.31270000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001355425477884105 1.4223043358371187e-05 -0.00032513952599172956 0.00037784405170474683 leaf_weight=5.7696363573777516 105.29629822155039 13.273790582046784 4.5437033114358192 leaf_count=99 1931 701 109 internal_value=0 -0.00018557 2.93278e-05 internal_weight=0 19.0434 109.84 internal_count=2840 800 2040 is_linear=0 shrinkage=0.000439788 Tree=7467 num_leaves=4 num_cat=0 split_feature=42 0 49 split_gain=3.68409 2.95904 2.57709 threshold=-0.090159999999999976 -0.017269999999999997 0.10561500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02238925834471486 -0.00020006782960216375 0.0054937253239849011 0.010897059390645699 leaf_weight=6.3007876727679104 107.23570183301126 2.7376528459135425 11.654668061688424 leaf_count=315 2278 25 222 internal_value=0 -0.01395 0.000889344 internal_weight=0 9.03844 118.89 internal_count=2840 340 2500 is_linear=0 shrinkage=0.0224292 Tree=7468 num_leaves=4 num_cat=0 split_feature=150 484 15 split_gain=2.8463 4.23125 3.8578 threshold=0.08926000000000002 -0.078424999999999981 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023960605626980554 0.025426294926688759 -0.0012085061959143956 0.0015818269276438035 leaf_weight=4.2573138133047896 4.5039063334807024 107.05236267797954 13.926289132599775 leaf_count=287 37 2342 226 internal_value=0 -0.00208268 0.00742914 internal_weight=0 111.31 18.4302 internal_count=2892 2629 263 is_linear=0 shrinkage=0.0224292 Tree=7469 num_leaves=4 num_cat=0 split_feature=4 50 131 split_gain=2.84917 4.20787 3.65501 threshold=0.0054700000000000009 0.099210000000000007 0.089915000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.7231838475733456e-05 0.00010303090474255486 0.00028441778423419015 -0.0002789337881515819 leaf_weight=72.107937713608408 47.749150761650526 6.0383533518470349 5.3739601773195309 leaf_count=1762 695 291 144 internal_value=0 -6.76796e-05 6.43048e-05 internal_weight=0 78.1463 53.1231 internal_count=2892 2053 839 is_linear=0 shrinkage=0.000439788 Tree=7470 num_leaves=4 num_cat=0 split_feature=4 48 3 split_gain=3.06489 4.55679 4.19106 threshold=0.0054700000000000009 0.12737000000000001 -0.13058499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001748044276364797 0.00010378250665519175 -0.00037251028049299954 -0.00011233441438086927 leaf_weight=11.50663597841776 49.328831537011865 4.1984119982225812 66.924416660909628 leaf_count=178 789 50 1875 internal_value=0 6.6305e-05 -7.01759e-05 internal_weight=0 53.5272 78.4311 internal_count=2892 839 2053 is_linear=0 shrinkage=0.000439788 Tree=7471 num_leaves=3 num_cat=0 split_feature=147 1 split_gain=2.73002 2.38345 threshold=0.090245000000000006 0.14000500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0021520378961536624 0.013957100879366854 0.0121112106371588 leaf_weight=117.45401714944819 6.0616524277575072 6.1862808626538017 leaf_count=2672 108 112 internal_value=0 -0.00143662 internal_weight=0 123.64 internal_count=2892 2784 is_linear=0 shrinkage=0.0224292 Tree=7472 num_leaves=4 num_cat=0 split_feature=43 376 43 split_gain=2.90873 5.29952 2.60918 threshold=-0.17307499999999998 1.0000000180025095e-35 -0.28298999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.6848569871049148e-06 -6.5909620120602094e-05 0.00038483947578187125 0.00039141788846597773 leaf_weight=7.0886937614195631 101.77394457535411 5.2890961968805632 5.9233724452715233 leaf_count=133 2485 133 61 internal_value=0 -4.35772e-05 0.000176484 internal_weight=0 107.063 13.0121 internal_count=2812 2618 194 is_linear=0 shrinkage=0.000439788 Tree=7473 num_leaves=4 num_cat=0 split_feature=129 13 43 split_gain=2.96586 3.23401 1.45365 threshold=0.089775000000000008 0.11238500000000001 -0.049999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016830761152030692 -0.0065196143692863974 0.0098040949904593059 -0.03588148501673958 leaf_weight=101.29385208981694 1.6775724111939783 14.018698122152271 1.718399562549165 leaf_count=2451 77 188 96 internal_value=0 -0.000285174 -0.0214946 internal_weight=0 115.313 3.39597 internal_count=2812 2639 173 is_linear=0 shrinkage=0.0224292 Tree=7474 num_leaves=4 num_cat=0 split_feature=129 13 43 split_gain=2.86081 3.09686 1.43294 threshold=0.089775000000000008 0.11238500000000001 -0.049999999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016454237880027709 -0.0063772272433594932 0.0096070548832866923 -0.035641947826705669 leaf_weight=101.28833562202999 1.6769944155166743 13.986108242643239 1.69157944310973 leaf_count=2451 77 188 96 internal_value=0 -0.000278809 -0.021191 internal_weight=0 115.274 3.36857 internal_count=2812 2639 173 is_linear=0 shrinkage=0.0224292 Tree=7475 num_leaves=3 num_cat=0 split_feature=1429 129 split_gain=3.34999 2.9717 threshold=-1.0000000180025095e-35 0.089775000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050764016566105753 6.2317280349110303e-06 -0.00040744210171290589 leaf_weight=2.6119746442163878 114.60916250434821 3.4410369169963806 leaf_count=133 2506 173 internal_value=0 -5.89035e-06 internal_weight=0 118.05 internal_count=2812 2679 is_linear=0 shrinkage=0.000439788 Tree=7476 num_leaves=3 num_cat=0 split_feature=4 1 split_gain=5.87245 3.09727 threshold=-0.50052499999999989 0.12856000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025341632373716491 0.0010120609396258758 0.013267295434542799 leaf_weight=4.0277570006437591 116.86082341366637 11.366553953215769 leaf_count=122 2486 242 internal_value=0 0.00210022 internal_weight=0 128.227 internal_count=2850 2728 is_linear=0 shrinkage=0.0224292 Tree=7477 num_leaves=4 num_cat=0 split_feature=1 457 15 split_gain=3.4608 3.45323 2.28994 threshold=0.12856000000000004 0.083585000000000007 0.0032850000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015643573869711283 0.019834974772139569 0.00865300709372685 -0.0018945730932709828 leaf_weight=100.91217813395451 7.808582483121425 19.907082488334709 3.5400436089839786 leaf_count=2399 202 207 42 internal_value=0 0.000120233 0.0130649 internal_weight=0 120.819 11.3486 internal_count=2850 2606 244 is_linear=0 shrinkage=0.0224292 Tree=7478 num_leaves=3 num_cat=0 split_feature=4 1 split_gain=5.5441 2.99276 threshold=-0.50052499999999989 0.12856000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048350971036023382 1.8216998465569613e-05 0.00025405774048165128 leaf_weight=4.0307386122294693 117.75986389909121 11.397124663380962 leaf_count=122 2486 242 internal_value=0 3.90626e-05 internal_weight=0 129.157 internal_count=2850 2728 is_linear=0 shrinkage=0.000439788 Tree=7479 num_leaves=3 num_cat=0 split_feature=4 34 split_gain=5.62359 2.96509 threshold=-0.50052499999999989 -0.0011599999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02493089417737953 -0.014419114037482842 0.0027329405004599652 leaf_weight=3.9963862927979781 5.2698123181326073 122.80967287484236 leaf_count=122 123 2605 internal_value=0 0.00202518 internal_weight=0 128.079 internal_count=2850 2728 is_linear=0 shrinkage=0.0224292 Tree=7480 num_leaves=4 num_cat=0 split_feature=133 42 0 split_gain=2.56127 5.66227 2.2274 threshold=0.087575000000000014 -0.107055 0.15082000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.9111708738780517e-05 0.00052276989222193248 -0.00024234001385707636 0.0003362582262513649 leaf_weight=109.77148384984321 2.1315368350151429 14.399277367170724 4.7460883390085646 leaf_count=2104 55 693 39 internal_value=0 -0.000143195 4.18951e-05 internal_weight=0 16.5308 114.518 internal_count=2891 748 2143 is_linear=0 shrinkage=0.000439788 Tree=7481 num_leaves=4 num_cat=0 split_feature=133 130 50 split_gain=2.58874 5.35674 2.15769 threshold=0.087575000000000014 0.09277500000000001 0.10124500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.4550140885994309e-05 -0.00025162238796023291 0.00044316925244311262 -0.00022402025350746674 leaf_weight=109.05257099890514 13.994535915921007 2.5164663981049662 5.6380864322636617 leaf_count=1919 683 65 224 internal_value=0 -0.000145339 4.08209e-05 internal_weight=0 16.511 114.691 internal_count=2891 748 2143 is_linear=0 shrinkage=0.000439788 Tree=7482 num_leaves=4 num_cat=0 split_feature=133 42 0 split_gain=2.58444 5.52421 2.181 threshold=0.087575000000000014 -0.107055 0.15082000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7321462627945648e-05 0.00051159085723458727 -0.0002418584875589096 0.00033209505359867592 leaf_weight=110.64275416759483 2.1421039920205684 14.599242074451466 4.7169971144976435 leaf_count=2104 55 693 39 internal_value=0 -0.00014498 3.98364e-05 internal_weight=0 16.7413 115.36 internal_count=2891 748 2143 is_linear=0 shrinkage=0.000439788 Tree=7483 num_leaves=4 num_cat=0 split_feature=133 42 50 split_gain=2.51606 5.73345 2.09937 threshold=0.087575000000000014 -0.107055 0.10124500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027602274080200588 0.026979281322989258 -0.012476085108977564 -0.011374376080986131 leaf_weight=107.85967844807783 2.1119479736735256 14.211117585029568 5.5400316316736271 leaf_count=1919 55 693 224 internal_value=0 -0.00734563 0.0020679 internal_weight=0 16.3231 113.4 internal_count=2891 748 2143 is_linear=0 shrinkage=0.0224292 Tree=7484 num_leaves=3 num_cat=0 split_feature=453 52 split_gain=5.29803 3.19837 threshold=1.0000000180025095e-35 -0.24526499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011809690194817726 -0.025100893867345059 0.00088355167369439302 leaf_weight=10.957542942825965 4.4597355169244102 110.68878043038785 leaf_count=322 74 2440 internal_value=0 -0.000261492 internal_weight=0 121.646 internal_count=2836 2762 is_linear=0 shrinkage=0.0224292 Tree=7485 num_leaves=3 num_cat=0 split_feature=453 52 split_gain=5.11334 3.06657 threshold=1.0000000180025095e-35 -0.24526499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011583879744845489 -0.024764702178040048 0.00086375821358748435 leaf_weight=10.921370645133718 4.4196082318667314 110.6861937764952 leaf_count=322 74 2440 internal_value=0 -0.000255786 internal_weight=0 121.608 internal_count=2836 2762 is_linear=0 shrinkage=0.0224292 Tree=7486 num_leaves=3 num_cat=0 split_feature=453 129 split_gain=4.93434 2.91892 threshold=1.0000000180025095e-35 0.081400000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0012385120600902598 -0.024429573785796962 0.011967188075213523 leaf_weight=112.48756727458021 4.38045672525186 9.0823875695223233 leaf_count=2541 74 221 internal_value=0 -0.000250201 internal_weight=0 121.57 internal_count=2836 2762 is_linear=0 shrinkage=0.0224292 Tree=7487 num_leaves=3 num_cat=0 split_feature=453 52 split_gain=4.76097 2.93138 threshold=1.0000000180025095e-35 -0.24526499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011340231685172892 -0.024095488734968092 0.00084847745362000727 leaf_weight=10.884947399728842 4.342279194504953 110.67422315263866 leaf_count=322 74 2440 internal_value=0 -0.000244563 internal_weight=0 121.559 internal_count=2836 2762 is_linear=0 shrinkage=0.0224292 Tree=7488 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=3.92799 5.85686 3.08107 threshold=0.27150500000000005 -0.14127499999999996 -0.25838999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00046107638570997436 -0.00017111805616280864 1.4914543176317044e-05 0.00031434301901370339 leaf_weight=5.2172947580911559 3.1042356342077282 110.65948660961658 13.371969815190822 leaf_count=155 39 2391 316 internal_value=0 -6.58913e-06 0.000222786 internal_weight=0 115.877 16.4762 internal_count=2901 2546 355 is_linear=0 shrinkage=0.000439788 Tree=7489 num_leaves=4 num_cat=0 split_feature=457 4 4 split_gain=3.85863 4.54441 1.75787 threshold=0.084365000000000009 0.27150500000000005 -0.0026499999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.3577048551250923e-05 1.2575744312013623e-05 0.00021204129299521405 0.00029441343982891823 leaf_weight=96.732878921015072 6.3213421431428314 15.605049532139672 13.249216803829766 leaf_count=2377 105 315 104 internal_value=0 -8.03868e-06 0.00020348 internal_weight=0 112.338 19.5706 internal_count=2901 2692 209 is_linear=0 shrinkage=0.000439788 Tree=7490 num_leaves=3 num_cat=0 split_feature=44 4 split_gain=3.84074 3.42836 threshold=1.0000000180025095e-35 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.5826330983701166e-06 -0.00045141101536267254 0.00022326710153160168 leaf_weight=112.23274529020455 3.1996182857546946 16.308820879043196 leaf_count=2491 58 352 internal_value=0 3.49769e-05 internal_weight=0 128.542 internal_count=2901 2843 is_linear=0 shrinkage=0.000439788 Tree=7491 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=3.93425 5.87356 3.13682 threshold=0.27150500000000005 -0.14127499999999996 -0.25838999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045948446257140785 -0.00017396646709561667 1.5616753633560083e-05 0.00031502430750966108 leaf_weight=5.2527844880387411 3.11300737038255 110.99839835000785 13.453334535501197 leaf_count=155 39 2391 316 internal_value=0 -5.92251e-06 0.000223043 internal_weight=0 116.251 16.5663 internal_count=2901 2546 355 is_linear=0 shrinkage=0.000439788 Tree=7492 num_leaves=4 num_cat=0 split_feature=43 4 150 split_gain=2.66285 5.00037 3.42458 threshold=-0.082619999999999985 -0.4945199999999999 0.090965000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0080981282040715769 -0.032423133898584949 -0.00063311714705223572 -0.013056623613684063 leaf_weight=32.640231037450576 2.5412873217137522 89.494675231557267 4.3466658390461808 leaf_count=690 104 1968 89 internal_value=0 -0.00151744 0.00560659 internal_weight=0 92.036 36.9869 internal_count=2851 2072 779 is_linear=0 shrinkage=0.0224292 Tree=7493 num_leaves=4 num_cat=0 split_feature=42 133 133 split_gain=2.86222 3.3029 2.89121 threshold=-0.09547499999999999 0.089755000000000015 0.11264000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028966199348920796 0.000232494291595884 0.031762928523895895 -0.019742955344867284 leaf_weight=5.8047218671763385 116.39587103763188 3.0219636972051376 3.7438773878602651 leaf_count=176 2317 43 315 internal_value=0 0.0128267 -0.000393032 internal_weight=0 8.82669 120.14 internal_count=2851 219 2632 is_linear=0 shrinkage=0.0224292 Tree=7494 num_leaves=4 num_cat=0 split_feature=42 133 133 split_gain=2.7354 3.16424 2.86842 threshold=-0.09547499999999999 0.089755000000000015 0.11264000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7389014062493597e-05 6.6844604453679279e-06 0.00060990055510131856 -0.0003813725200804635 leaf_weight=5.847122538918482 117.59500667495377 3.035408932944847 3.7842214325137311 leaf_count=176 2317 43 315 internal_value=0 0.000247101 -5.472e-06 internal_weight=0 8.88253 121.379 internal_count=2851 219 2632 is_linear=0 shrinkage=0.000439788 Tree=7495 num_leaves=4 num_cat=0 split_feature=42 133 133 split_gain=2.73517 3.16465 2.79563 threshold=-0.09547499999999999 0.089755000000000015 0.11264000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028318647704492733 0.00022939807479574153 0.031102912859055535 -0.019519270043434806 leaf_weight=5.8067413654553075 116.4185720063906 3.016377006415496 3.7022198314734842 leaf_count=176 2317 43 315 internal_value=0 0.0125432 -0.000382277 internal_weight=0 8.82312 120.121 internal_count=2851 219 2632 is_linear=0 shrinkage=0.0224292 Tree=7496 num_leaves=3 num_cat=0 split_feature=448 128 split_gain=3.16211 3.1226 threshold=-0.083619999999999986 0.086435000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042707107845050662 4.096671020426483e-05 -0.00037430839277933391 leaf_weight=2.9974110816838211 118.74777758653363 3.5895360762042392 leaf_count=52 2575 189 internal_value=0 2.87255e-05 internal_weight=0 122.337 internal_count=2816 2764 is_linear=0 shrinkage=0.000439788 Tree=7497 num_leaves=3 num_cat=0 split_feature=448 52 split_gain=3.07127 3.07623 threshold=-0.083619999999999986 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042464016110610562 4.1706026085052504e-05 -0.00028959130196905047 leaf_weight=2.9742250932613379 116.31010922848873 5.6668858944522063 leaf_count=52 2440 324 internal_value=0 2.62715e-05 internal_weight=0 121.977 internal_count=2816 2764 is_linear=0 shrinkage=0.000439788 Tree=7498 num_leaves=3 num_cat=0 split_feature=448 159 split_gain=3.1424 3.04036 threshold=-0.083619999999999986 -0.032069999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021925057922056342 -0.01486347144544283 0.0022073686005513525 leaf_weight=2.9503631556290193 5.4800659989577971 115.23423507056214 leaf_count=52 380 2384 internal_value=0 0.00143018 internal_weight=0 120.714 internal_count=2816 2764 is_linear=0 shrinkage=0.0224292 Tree=7499 num_leaves=4 num_cat=0 split_feature=403 52 403 split_gain=3.03076 5.02584 3.50058 threshold=0.092300000000000007 0.16377000000000003 0.09389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010213570746173133 0.037409571424811133 -0.020023745181319125 0.0047109386066630041 leaf_weight=109.60841864211397 2.3014730019494873 6.003169527881254 5.6986108209166559 leaf_count=2267 5 326 218 internal_value=0 -7.45422e-05 0.0141844 internal_weight=0 115.612 8.00008 internal_count=2816 2593 223 is_linear=0 shrinkage=0.0224292 Tree=7500 num_leaves=4 num_cat=0 split_feature=52 160 52 split_gain=4.99831 4.544 1.31039 threshold=0.18829500000000002 -0.23016499999999998 0.62487500000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.030561373373950814 -0.025889462398962407 0.00067105143733310884 -0.0015727203803720901 leaf_weight=2.5949884614710745 4.4190855603665105 120.65583596630313 1.492293560042526 leaf_count=80 299 2446 41 internal_value=0 0.00130501 -0.0197757 internal_weight=0 123.251 5.91138 internal_count=2866 2526 340 is_linear=0 shrinkage=0.0224292 Tree=7501 num_leaves=4 num_cat=0 split_feature=52 160 52 split_gain=4.83548 4.37666 1.29384 threshold=0.18829500000000002 -0.23016499999999998 0.62487500000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.030089906583220243 -0.025750327279153766 0.00065601075865819643 -0.001537618293267597 leaf_weight=2.5770363835617891 4.3442599947920817 120.65437116415706 1.4925585811943163 leaf_count=80 299 2446 41 internal_value=0 0.0012761 -0.019584 internal_weight=0 123.231 5.83682 internal_count=2866 2526 340 is_linear=0 shrinkage=0.0224292 Tree=7502 num_leaves=4 num_cat=0 split_feature=52 160 52 split_gain=4.67749 4.21523 1.27715 threshold=0.18829500000000002 -0.23016499999999998 0.62487500000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.029624109549474548 -0.025609704461736243 0.00064130690447779031 -0.0015033039188700546 leaf_weight=2.5593485456374756 4.2710733544299719 120.65295248369148 1.4928192272200247 leaf_count=80 299 2446 41 internal_value=0 0.00124783 -0.0193918 internal_weight=0 123.212 5.76389 internal_count=2866 2526 340 is_linear=0 shrinkage=0.0224292 Tree=7503 num_leaves=4 num_cat=0 split_feature=52 0 52 split_gain=4.69348 3.43393 1.27014 threshold=0.18829500000000002 -0.084184999999999996 0.62487500000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2789733596113001e-05 -0.00050014252075606237 0.00010348986641499443 -3.0573297883958067e-05 leaf_weight=66.299232446843234 4.288403035952796 58.331382979398768 1.5063562610066581 leaf_count=1196 299 1330 41 internal_value=0 2.56795e-05 -0.000378579 internal_weight=0 124.631 5.79476 internal_count=2866 2526 340 is_linear=0 shrinkage=0.000439788 Tree=7504 num_leaves=4 num_cat=0 split_feature=1 15 403 split_gain=4.29942 8.71286 3.32756 threshold=1.0000000180025095e-35 0.084985000000000019 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014215802655363884 0.00046236462445262789 0.0067565353347634974 0.018788039959602196 leaf_weight=29.024012700110688 77.768873644370615 15.156798135150892 5.3070092398193074 leaf_count=934 1276 533 112 internal_value=0 -0.00702116 0.00163708 internal_weight=0 44.1808 83.0759 internal_count=2855 1467 1388 is_linear=0 shrinkage=0.0224292 Tree=7505 num_leaves=4 num_cat=0 split_feature=1 15 43 split_gain=4.32839 8.14675 3.02102 threshold=1.0000000180025095e-35 0.084985000000000019 -0.25180499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027174715238076575 -0.00035711430794531981 0.00012300204660533538 5.1104252016566399e-05 leaf_weight=29.349448029122868 3.6468531291466197 15.407768487446445 80.589459275608533 leaf_count=934 56 533 1332 internal_value=0 -0.000135859 3.33543e-05 internal_weight=0 44.7572 84.2363 internal_count=2855 1467 1388 is_linear=0 shrinkage=0.000439788 Tree=7506 num_leaves=4 num_cat=0 split_feature=1 49 403 split_gain=4.11891 6.15732 3.169 threshold=1.0000000180025095e-35 -0.4233599999999999 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025148787576232266 0.00045466769340118431 -0.009067645051386259 0.018325011578893595 leaf_weight=2.8086335381958625 77.784669358854444 41.282116288204634 5.3154609694829551 leaf_count=11 1276 1456 112 internal_value=0 -0.00687808 0.00160168 internal_weight=0 44.0907 83.1001 internal_count=2855 1467 1388 is_linear=0 shrinkage=0.0224292 Tree=7507 num_leaves=4 num_cat=0 split_feature=1 15 403 split_gain=3.94589 8.25494 3.025 threshold=1.0000000180025095e-35 0.084985000000000019 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01377568650504404 0.0004444915204199744 0.0066702532818359393 0.01789479804323103 leaf_weight=28.846867822252534 77.781370117263577 15.132510529814679 5.321553347472217 leaf_count=934 1276 533 112 internal_value=0 -0.00674077 0.00156579 internal_weight=0 43.9794 83.1029 internal_count=2855 1467 1388 is_linear=0 shrinkage=0.0224292 Tree=7508 num_leaves=4 num_cat=0 split_feature=0 16 2 split_gain=3.447 6.37292 5.90826 threshold=-0.084184999999999996 -0.083069999999999991 0.089765000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010515004027555327 0.017909100928559959 0.00032051796302378017 0.0028639910508318381 leaf_weight=29.192283119842614 13.679514679897691 42.569233053869539 38.463089377499273 leaf_count=769 255 1248 527 internal_value=0 0.00460263 -0.00291018 internal_weight=0 56.2487 67.6554 internal_count=2799 1503 1296 is_linear=0 shrinkage=0.0224292 Tree=7509 num_leaves=4 num_cat=0 split_feature=0 16 2 split_gain=3.13734 6.00784 5.88183 threshold=-0.084184999999999996 -0.083069999999999991 0.089765000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020153087761545384 0.00033925725623036248 5.9915801103297741e-06 5.9322911517296388e-05 leaf_weight=29.348008378301529 13.792386778597573 43.146730327247496 38.803338392321166 leaf_count=769 255 1248 527 internal_value=0 8.68053e-05 -5.30335e-05 internal_weight=0 56.9391 68.1513 internal_count=2799 1503 1296 is_linear=0 shrinkage=0.000439788 Tree=7510 num_leaves=4 num_cat=0 split_feature=0 16 2 split_gain=3.22589 5.98242 5.86652 threshold=-0.084184999999999996 -0.083069999999999991 0.089765000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020430590954906221 0.00033808004085111089 5.1155695328244314e-06 5.6406728440274593e-05 leaf_weight=29.316086308499507 13.769857665974994 42.934334296885936 38.722425696993014 leaf_count=769 255 1248 527 internal_value=0 8.60581e-05 -5.59536e-05 internal_weight=0 56.7042 68.0385 internal_count=2799 1503 1296 is_linear=0 shrinkage=0.000439788 Tree=7511 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=3.286 6.05037 5.79593 threshold=-0.084184999999999996 0.094405000000000003 -0.083514999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017597711791751011 0.00056231969583089511 8.6655602980460582e-05 4.405697928111994e-05 leaf_weight=37.630423422819149 4.5141866676858617 30.865605205239262 52.665686087872018 leaf_count=932 67 364 1436 internal_value=0 -5.76387e-05 8.51464e-05 internal_weight=0 68.496 57.1799 internal_count=2799 1296 1503 is_linear=0 shrinkage=0.000439788 Tree=7512 num_leaves=4 num_cat=0 split_feature=2 2 157 split_gain=3.14158 7.39775 6.92294 threshold=0.086610000000000006 0.086935000000000012 -0.081774999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018971462289600328 0.032664000142308289 0.0019887605526465149 -0.0067579059441219497 leaf_weight=5.9704449491400728 4.1385441882375735 81.253337293095683 43.252253994964121 leaf_count=80 38 1648 1103 internal_value=0 0.00348241 -0.00363093 internal_weight=0 85.3919 49.2227 internal_count=2869 1686 1183 is_linear=0 shrinkage=0.0224292 Tree=7513 num_leaves=4 num_cat=0 split_feature=2 2 157 split_gain=3.00497 7.08627 6.62978 threshold=0.086610000000000006 0.086935000000000012 -0.081774999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018587990000837853 0.03199330721533529 0.0019447206622662998 -0.0066171503852964159 leaf_weight=5.9574832705839063 4.1310175305770818 81.230365334160524 43.182739033036341 leaf_count=80 38 1648 1103 internal_value=0 0.00340573 -0.00355539 internal_weight=0 85.3614 49.1402 internal_count=2869 1686 1183 is_linear=0 shrinkage=0.0224292 Tree=7514 num_leaves=4 num_cat=0 split_feature=2 2 157 split_gain=3.01031 6.6004 6.33166 threshold=0.086610000000000006 0.086935000000000012 -0.081774999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035151783992185475 0.00060637587926962481 3.81129061693593e-05 -0.00012852151914214359 leaf_weight=6.0296643759647841 4.133962835170677 82.280629908447736 43.780039134442632 leaf_count=80 38 1648 1103 internal_value=0 6.54258e-05 -7.02984e-05 internal_weight=0 86.4146 49.8097 internal_count=2869 1686 1183 is_linear=0 shrinkage=0.000439788 Tree=7515 num_leaves=4 num_cat=0 split_feature=150 15 12 split_gain=2.9549 3.53018 3.34285 threshold=0.084800000000000014 -0.096544999999999978 0.088325000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.7222211230815269e-05 0.0005049888496813865 7.6461104637824256e-05 7.864935203405429e-05 leaf_weight=65.457703056892569 4.4914450686592344 21.223285155574558 44.814261743544193 leaf_count=1317 41 312 1199 internal_value=0 0.000151629 -1.38737e-05 internal_weight=0 25.7147 110.272 internal_count=2869 353 2516 is_linear=0 shrinkage=0.000439788 Tree=7516 num_leaves=3 num_cat=0 split_feature=448 1374 split_gain=3.11675 3.17519 threshold=-0.082054999999999989 0.090240000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041716935825289312 3.2239418414049197e-05 -0.00041184236560040368 leaf_weight=3.2028732533217399 122.00974078606305 3.1765977074683169 leaf_count=55 2750 58 internal_value=0 2.09098e-05 internal_weight=0 125.186 internal_count=2863 2808 is_linear=0 shrinkage=0.000439788 Tree=7517 num_leaves=3 num_cat=0 split_feature=448 1213 split_gain=3.61814 3.05769 threshold=-0.083114999999999981 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023579432074915242 -0.016943826766515728 0.0018268020571000419 leaf_weight=3.0345632274402297 4.5136468392083762 118.57778470978701 leaf_count=53 431 2379 internal_value=0 0.00113598 internal_weight=0 123.091 internal_count=2863 2810 is_linear=0 shrinkage=0.0224292 Tree=7518 num_leaves=3 num_cat=0 split_feature=448 1374 split_gain=3.11343 3.22413 threshold=-0.082054999999999989 0.090240000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041624305064617167 3.3478198555898496e-05 -0.00041480437093580102 leaf_weight=3.1960199038148849 121.83564755323823 3.1651479125430333 leaf_count=55 2750 58 internal_value=0 2.20656e-05 internal_weight=0 125.001 internal_count=2863 2808 is_linear=0 shrinkage=0.000439788 Tree=7519 num_leaves=3 num_cat=0 split_feature=448 1213 split_gain=3.47478 2.95494 threshold=-0.083114999999999981 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02317590557564933 -0.016753322633318381 0.0017868074308916492 leaf_weight=3.0175481167389071 4.4692597771118008 118.60656425208072 leaf_count=53 431 2379 internal_value=0 0.00111106 internal_weight=0 123.076 internal_count=2863 2810 is_linear=0 shrinkage=0.0224292 Tree=7520 num_leaves=4 num_cat=0 split_feature=158 2 483 split_gain=2.35499 3.37878 2.73148 threshold=0.084965000000000027 0.11704500000000001 0.083960000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0319103162676356e-05 -0.00041179904531587884 0.00029425788691080069 -0.00023951379033032769 leaf_weight=118.35748163117387 5.0665683622246425 1.7507269316120071 6.6232164323373572 leaf_count=2320 242 47 250 internal_value=0 -0.000230163 3.49255e-05 internal_weight=0 6.8173 124.981 internal_count=2859 289 2570 is_linear=0 shrinkage=0.000439788 Tree=7521 num_leaves=4 num_cat=0 split_feature=158 2 41 split_gain=2.384 3.42352 2.68761 threshold=0.084965000000000027 0.11704500000000001 0.082980000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.9570383565564552e-05 -0.00041078727119543099 0.00029366986849500691 -0.00028155642144762541 leaf_weight=120.43657551995057 5.1253864228165176 1.7861116080894133 4.9163430744956704 leaf_count=2473 242 47 97 internal_value=0 -0.00022843 3.65427e-05 internal_weight=0 6.9115 125.353 internal_count=2859 289 2570 is_linear=0 shrinkage=0.000439788 Tree=7522 num_leaves=4 num_cat=0 split_feature=158 2 41 split_gain=2.40205 3.3156 2.72551 threshold=0.084965000000000027 0.11704500000000001 0.082980000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.1806877694225457e-05 -0.0004113429191185993 0.00029274463614685752 -0.00028354247632342061 leaf_weight=119.51080660135631 5.0103357213156405 1.7261265632987486 4.8599935571473898 leaf_count=2473 242 47 97 internal_value=0 -0.000230613 3.8661e-05 internal_weight=0 6.73646 124.371 internal_count=2859 289 2570 is_linear=0 shrinkage=0.000439788 Tree=7523 num_leaves=4 num_cat=0 split_feature=158 2 39 split_gain=2.42039 3.286 2.77582 threshold=0.084965000000000027 0.11704500000000001 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015215545676613604 -0.021089612600638973 0.014835597253944517 0.0025902432687601664 leaf_weight=4.5547399746137662 4.9798861958370244 1.7067653383128343 119.11129696198986 leaf_count=57 242 47 2513 internal_value=0 -0.0119036 0.00193219 internal_weight=0 6.68665 123.666 internal_count=2859 289 2570 is_linear=0 shrinkage=0.0224292 Tree=7524 num_leaves=4 num_cat=0 split_feature=484 159 13 split_gain=3.15043 2.80331 0.335751 threshold=-0.082264999999999991 0.087930000000000022 -0.086439999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023889599454574359 -1.3702235967277092e-06 0.00019412707746279781 -0.00052303414998392016 leaf_weight=1.4496121742849939 113.77350828800991 16.188387956048246 1.9584094229685423 leaf_count=93 2297 309 171 internal_value=0 2.30064e-05 -0.000404179 internal_weight=0 129.962 3.40802 internal_count=2870 2606 264 is_linear=0 shrinkage=0.000439788 Tree=7525 num_leaves=4 num_cat=0 split_feature=484 159 13 split_gain=3.15377 2.71889 0.335059 threshold=-0.082264999999999991 0.087930000000000022 -0.086439999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00023959331810582626 -1.5306922339346125e-06 0.00019127102724042893 -0.0005229492164505273 leaf_weight=1.4561578773136719 113.70926890420924 16.137722333896818 1.963131948494264 leaf_count=93 2297 309 171 internal_value=0 2.24558e-05 -0.000404278 internal_weight=0 129.847 3.41929 internal_count=2870 2606 264 is_linear=0 shrinkage=0.000439788 Tree=7526 num_leaves=4 num_cat=0 split_feature=484 4 13 split_gain=3.09487 2.87441 0.317262 threshold=-0.082264999999999991 0.50666500000000003 -0.086774999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024882061886681778 -8.8825060754656125e-06 0.00039212185406161689 -0.00052208903793913208 leaf_weight=1.4387611259662665 126.85227800299981 3.535072970451437 2.1088437115249681 leaf_count=83 2456 150 181 internal_value=0 2.04537e-06 -0.000413188 internal_weight=0 130.387 3.5476 internal_count=2870 2606 264 is_linear=0 shrinkage=0.000439788 Tree=7527 num_leaves=4 num_cat=0 split_feature=484 159 13 split_gain=3.07603 2.74223 0.333716 threshold=-0.082264999999999991 0.087930000000000022 -0.08620499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01218156634060419 -0.0001597667053672513 0.0097563141713340046 -0.026719154446689611 leaf_weight=1.438047252238903 112.89978496032381 16.001476239427575 1.9229247584989924 leaf_count=99 2297 309 165 internal_value=0 0.00107245 -0.0206029 internal_weight=0 128.901 3.36097 internal_count=2870 2606 264 is_linear=0 shrinkage=0.0224292 Tree=7528 num_leaves=4 num_cat=0 split_feature=42 12 2 split_gain=2.69675 2.71443 2.20666 threshold=0.10258000000000002 0.097325000000000009 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5035665274010556e-05 -0.00043851457294471406 0.00020079810671177174 0.00010396379267346965 leaf_weight=106.4775454563387 4.1747401655156855 17.732242119094735 2.2074265640112571 leaf_count=2188 209 340 97 internal_value=0 4.1582e-05 -0.000251135 internal_weight=0 124.21 6.38217 internal_count=2834 2528 306 is_linear=0 shrinkage=0.000439788 Tree=7529 num_leaves=4 num_cat=0 split_feature=42 12 2 split_gain=2.72219 2.61316 2.24065 threshold=0.10258000000000002 0.097325000000000009 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8993296547849146e-05 -0.00043452072895830245 0.00020000931828573538 0.00010809354788107959 leaf_weight=107.79227940219789 4.2364184044854474 17.982643555216782 2.2403573835035786 leaf_count=2188 209 340 97 internal_value=0 4.49005e-05 -0.000247061 internal_weight=0 125.775 6.47678 internal_count=2834 2528 306 is_linear=0 shrinkage=0.000439788 Tree=7530 num_leaves=4 num_cat=0 split_feature=42 12 2 split_gain=2.69843 2.67901 2.18584 threshold=0.10258000000000002 0.097325000000000009 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00083009993051165302 -0.022382761565312204 0.010268266318060382 0.0052864134675670166 leaf_weight=105.90235391578062 4.1343419206750687 17.633093639167782 2.1860830448567867 leaf_count=2188 209 340 97 internal_value=0 0.00217866 -0.0128256 internal_weight=0 123.535 6.32042 internal_count=2834 2528 306 is_linear=0 shrinkage=0.0224292 Tree=7531 num_leaves=4 num_cat=0 split_feature=42 49 2 split_gain=2.59669 2.66319 2.1221 threshold=0.10258000000000002 -0.00025999999999999992 0.11523000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028532583028049348 -0.022157347576557764 0.0043059826678939128 0.0051758455580791117 leaf_weight=37.538259020177065 4.0835005157787228 85.980477783323295 2.1831446113064885 leaf_count=555 209 1973 97 internal_value=0 0.00213013 -0.0126483 internal_weight=0 123.519 6.26665 internal_count=2834 2528 306 is_linear=0 shrinkage=0.0224292 Tree=7532 num_leaves=3 num_cat=0 split_feature=1212 1 split_gain=3.24645 2.70515 threshold=-1.0000000180025095e-35 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045374633747210824 1.6843076630917704e-05 0.00025733698264055783 leaf_weight=2.6580266497985567 115.32125778489535 9.7975819860585016 leaf_count=220 2403 216 internal_value=0 3.57116e-05 internal_weight=0 125.119 internal_count=2839 2619 is_linear=0 shrinkage=0.000439788 Tree=7533 num_leaves=3 num_cat=0 split_feature=1212 483 split_gain=3.16429 2.6915 threshold=-1.0000000180025095e-35 0.088030000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023125413707106631 0.0026353272774705472 -0.012947563801683768 leaf_weight=2.5764244049059917 117.85392407669497 5.8341336724115527 leaf_count=220 2355 264 internal_value=0 0.00189843 internal_weight=0 123.688 internal_count=2839 2619 is_linear=0 shrinkage=0.0224292 Tree=7534 num_leaves=3 num_cat=0 split_feature=1212 483 split_gain=3.08296 2.57504 threshold=-1.0000000180025095e-35 0.088030000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023103460452310466 0.0025764914933245342 -0.012675385766715955 leaf_weight=2.5216653695315463 117.84203249163511 5.8262459917386868 leaf_count=220 2355 264 internal_value=0 0.0018561 internal_weight=0 123.668 internal_count=2839 2619 is_linear=0 shrinkage=0.0224292 Tree=7535 num_leaves=3 num_cat=0 split_feature=1212 1 split_gain=3.00394 2.53885 threshold=-1.0000000180025095e-35 0.13130500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02308181011117259 0.00087919782121128069 0.012856322937890461 leaf_weight=2.4680404876635285 114.0105428139268 9.6389879193957295 leaf_count=220 2403 216 internal_value=0 0.0018147 internal_weight=0 123.65 internal_count=2839 2619 is_linear=0 shrinkage=0.0224292 Tree=7536 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=3.65703 4.86646 1.42004 threshold=-0.24436499999999997 -0.19415499999999999 -0.46697999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.3736308765305978e-07 -0.00057938052074726226 -1.2602599823164881e-05 0.0004265389317608632 leaf_weight=2.1623686075326987 2.9866858362656776 116.34414898025898 4.9556931207771404 leaf_count=44 74 2578 183 internal_value=0 -2.68787e-05 0.000297206 internal_weight=0 119.331 7.11806 internal_count=2879 2652 227 is_linear=0 shrinkage=0.000439788 Tree=7537 num_leaves=4 num_cat=0 split_feature=48 4 151 split_gain=3.42768 5.01667 3.86376 threshold=0.083540000000000017 0.28937500000000005 -0.095924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0049716182698693583 0.018485826568037989 0.013612974935538171 0.0013980294080561744 leaf_weight=74.054994678192088 8.2242714625572244 8.0882145081050094 34.606647957851237 leaf_count=2060 69 264 486 internal_value=0 -0.00313895 0.00468595 internal_weight=0 82.1432 42.8309 internal_count=2879 2324 555 is_linear=0 shrinkage=0.0224292 Tree=7538 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=3.32016 4.93008 1.47902 threshold=-0.24436499999999997 -0.19415499999999999 -0.46697999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0010101611709321888 -0.029746203762232828 -0.00058976672408955256 0.021597439797752391 leaf_weight=2.091372885479359 2.9744282192259552 114.95524127832141 4.7585476322783498 leaf_count=44 74 2578 183 internal_value=0 -0.00132985 0.0147114 internal_weight=0 117.93 6.84992 internal_count=2879 2652 227 is_linear=0 shrinkage=0.0224292 Tree=7539 num_leaves=4 num_cat=0 split_feature=48 4 151 split_gain=3.36746 4.91886 3.66801 threshold=0.083540000000000017 0.28937500000000005 -0.095924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.5259128426567412e-05 0.00035374872325751933 0.0002642389898589443 2.8744771740163299e-05 leaf_weight=75.152976038829365 8.2919719169512955 8.1420770773329405 35.028123200354457 leaf_count=2060 69 264 486 internal_value=0 -6.00657e-05 9.10828e-05 internal_weight=0 83.2951 43.3201 internal_count=2879 2324 555 is_linear=0 shrinkage=0.000439788 Tree=7540 num_leaves=4 num_cat=0 split_feature=15 0 0 split_gain=3.01715 3.6117 2.83341 threshold=0.090505000000000016 -0.019414999999999998 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001116854416347699 -0.00026958976925370331 0.00034404550550135542 -2.7820997094187775e-05 leaf_weight=50.508848294004565 12.430497017317974 2.1631251997896461 63.590689376089358 leaf_count=504 489 31 1827 internal_value=0 -0.000178304 3.39432e-05 internal_weight=0 14.5936 114.1 internal_count=2851 520 2331 is_linear=0 shrinkage=0.000439788 Tree=7541 num_leaves=4 num_cat=0 split_feature=15 0 0 split_gain=2.9663 3.54193 2.79676 threshold=0.090505000000000016 -0.019414999999999998 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0057439688917008003 -0.013612242934706729 0.017538575676811937 -0.0013491197644463699 leaf_weight=50.255738171956182 12.317357681276915 2.140448785503394 63.005144666767592 leaf_count=504 489 31 1827 internal_value=0 -0.00898338 0.00179864 internal_weight=0 14.4578 113.261 internal_count=2851 520 2331 is_linear=0 shrinkage=0.0224292 Tree=7542 num_leaves=4 num_cat=0 split_feature=12 49 1 split_gain=3.69463 3.86983 3.58524 threshold=0.084055000000000005 -0.07107999999999999 0.11584000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014803693441347931 -0.0001172312208860782 0.00012040967444532759 0.00020553911993088215 leaf_weight=12.52572978090029 50.244411593102996 60.395508520225121 7.6543109878548412 leaf_count=156 1764 801 130 internal_value=0 7.42717e-05 -7.45067e-05 internal_weight=0 72.9212 57.8987 internal_count=2851 957 1894 is_linear=0 shrinkage=0.000439788 Tree=7543 num_leaves=4 num_cat=0 split_feature=12 15 403 split_gain=3.18115 4.70558 3.91026 threshold=0.085280000000000009 0.084050000000000014 0.37674000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0050663323706054029 -0.0050934053471740799 -0.016458454820237223 0.023497402885808837 leaf_weight=70.114844793079101 49.520358820205729 5.4922799429950819 2.5106043496052726 leaf_count=959 1637 170 85 internal_value=0 0.00349896 -0.00370573 internal_weight=0 75.6071 52.031 internal_count=2851 1129 1722 is_linear=0 shrinkage=0.0224292 Tree=7544 num_leaves=4 num_cat=0 split_feature=3 4 11 split_gain=3.34623 2.80505 2.19622 threshold=-0.15490999999999996 -0.076329999999999995 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00042489751274115794 7.8033575549199801e-05 -7.3947472235995576e-05 1.8684339817961472e-05 leaf_weight=5.3610530885998724 32.762194565166283 82.844821168613635 4.9395926559300278 leaf_count=64 835 1826 128 internal_value=0 -3.08714e-05 0.000230496 internal_weight=0 115.607 10.3006 internal_count=2853 2661 192 is_linear=0 shrinkage=0.000439788 Tree=7545 num_leaves=4 num_cat=0 split_feature=4 1 16 split_gain=3.33387 3.05073 2.94361 threshold=-0.076329999999999995 0.12700000000000003 0.19709500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0080665779155705032 -0.0046004374815952851 0.0079559500551680366 -0.0074950543424343935 leaf_weight=30.654836917688954 75.44950447717747 11.158053801053027 7.6215503732673815 leaf_count=812 1660 236 145 internal_value=0 -0.00298134 0.00496577 internal_weight=0 86.6076 38.2764 internal_count=2853 1896 957 is_linear=0 shrinkage=0.0224292 Tree=7546 num_leaves=4 num_cat=0 split_feature=3 4 11 split_gain=3.3143 2.64709 2.19019 threshold=-0.15490999999999996 -0.076329999999999995 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004228707028913939 7.4170371294941627e-05 -7.32884369206036e-05 1.8002556203426423e-05 leaf_weight=5.3584089619398565 32.866787138822474 82.896313530116458 4.9787034224718809 leaf_count=64 835 1826 128 internal_value=0 -3.14175e-05 0.000228265 internal_weight=0 115.763 10.3371 internal_count=2853 2661 192 is_linear=0 shrinkage=0.000439788 Tree=7547 num_leaves=4 num_cat=0 split_feature=4 1 403 split_gain=3.18026 2.92047 2.84886 threshold=-0.076329999999999995 0.12700000000000003 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0012513459827478072 -0.0044954097804096298 0.0078040293506133731 0.015251420080836589 leaf_weight=28.468299122067037 75.445326457162082 11.128892323824401 9.8219790750663361 leaf_count=788 1660 236 169 internal_value=0 -0.00291298 0.00484837 internal_weight=0 86.5742 38.2903 internal_count=2853 1896 957 is_linear=0 shrinkage=0.0224292 Tree=7548 num_leaves=3 num_cat=0 split_feature=1186 403 split_gain=3.43251 3.065 threshold=0.085080000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.013864622628001729 0.018855726196847895 0.00019648224770095108 leaf_weight=8.3741886759526079 4.6258074466313692 110.07160158378065 leaf_count=659 63 2108 internal_value=0 -0.00079972 internal_weight=0 118.446 internal_count=2830 2767 is_linear=0 shrinkage=0.0224292 Tree=7549 num_leaves=3 num_cat=0 split_feature=1186 43 split_gain=3.28741 3.22587 threshold=0.085080000000000003 -0.013634999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0035593599994548928 0.018471985682421335 -0.0039386425585181753 leaf_weight=49.833470636129277 4.6164997780579133 68.550838732735428 leaf_count=1472 63 1295 internal_value=0 -0.000782319 internal_weight=0 118.384 internal_count=2830 2767 is_linear=0 shrinkage=0.0224292 Tree=7550 num_leaves=4 num_cat=0 split_feature=1213 1186 1 split_gain=3.17651 2.92154 0.642669 threshold=-1.0000000180025095e-35 0.085080000000000003 0.088080000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047190347734997847 -1.3399608512952844e-06 0.00035603816424119582 -0.00011508429688324268 leaf_weight=3.1296560664741255 114.96810026981802 4.5822588545561294 1.4370898639608638 leaf_count=353 2353 52 72 internal_value=0 1.24127e-05 -0.000360564 internal_weight=0 119.55 4.56675 internal_count=2830 2405 425 is_linear=0 shrinkage=0.000439788 Tree=7551 num_leaves=4 num_cat=0 split_feature=1213 1186 1 split_gain=3.23895 2.92736 0.609562 threshold=-1.0000000180025095e-35 0.085080000000000003 0.088305000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047102697826057345 -1.1504468436095518e-06 0.00035640670471759052 -0.00012393029797622086 leaf_weight=3.1500890744173367 115.12939308831665 4.586744329717475 1.4406383924942927 leaf_count=354 2353 52 71 internal_value=0 1.26035e-05 -0.000363067 internal_weight=0 119.716 4.59073 internal_count=2830 2405 425 is_linear=0 shrinkage=0.000439788 Tree=7552 num_leaves=3 num_cat=0 split_feature=1375 1429 split_gain=3.64935 3.49096 threshold=-0.42595999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053092315842055758 -0.00052506727665912654 -9.8309788670223855e-06 leaf_weight=2.7577177560015107 2.5805060798120385 117.75630870094028 leaf_count=21 136 2691 internal_value=0 -2.09613e-05 internal_weight=0 120.337 internal_count=2848 2827 is_linear=0 shrinkage=0.000439788 Tree=7553 num_leaves=4 num_cat=0 split_feature=52 1375 2 split_gain=2.96368 3.07748 0.328008 threshold=-0.41694999999999993 -0.42089999999999994 0.10869000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047423589959001564 -0.0004473642413971809 -8.6243869146666172e-06 -0.00021365530898294783 leaf_weight=2.90931252556038 3.1584406053443663 115.19175142592394 1.4463175800628958 leaf_count=190 25 2545 88 internal_value=0 -2.04034e-05 -0.000389018 internal_weight=0 118.35 4.35563 internal_count=2848 2570 278 is_linear=0 shrinkage=0.000439788 Tree=7554 num_leaves=3 num_cat=0 split_feature=1375 1429 split_gain=3.72898 3.42762 threshold=-0.42595999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053590141822555638 -0.00052285215692947785 -9.1914608434940391e-06 leaf_weight=2.7552419049461596 2.5484229545272674 117.57033249870437 leaf_count=21 136 2691 internal_value=0 -2.01706e-05 internal_weight=0 120.119 internal_count=2848 2827 is_linear=0 shrinkage=0.000439788 Tree=7555 num_leaves=3 num_cat=0 split_feature=1375 1429 split_gain=2.99322 3.35178 threshold=-0.42089999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023247684636368976 -0.026732999190979777 -0.00056475772555849126 leaf_weight=3.1385835727414806 2.4967538991422762 115.91765716442751 leaf_count=25 136 2687 internal_value=0 -0.00112073 internal_weight=0 118.414 internal_count=2848 2823 is_linear=0 shrinkage=0.0224292 Tree=7556 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=4.18931 4.02829 2.2429 threshold=0.12700000000000003 0.12879500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5415051654591494e-06 0.00052570312294377699 -0.00051967839890863766 0.00011945951861571692 leaf_weight=111.28967038918927 3.9163243696384598 3.0207235604939333 7.9647929681232181 leaf_count=2532 134 46 114 internal_value=0 -2.0186e-05 0.000253997 internal_weight=0 114.31 11.8811 internal_count=2826 2578 248 is_linear=0 shrinkage=0.000439788 Tree=7557 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=3.8743 4.10585 2.25905 threshold=0.12700000000000003 0.12879500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019271899251936783 0.026818465540227498 -0.026736218641471896 0.0057822936169392618 leaf_weight=109.86899628214451 3.8000840985987452 2.9929569988962603 7.8856785493990156 leaf_count=2532 134 46 114 internal_value=0 -0.000901022 0.0126556 internal_weight=0 112.862 11.6858 internal_count=2826 2578 248 is_linear=0 shrinkage=0.0224292 Tree=7558 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=3.72889 3.94957 2.23411 threshold=0.12700000000000003 0.12879500000000002 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018839881456529108 0.026715341078498656 -0.026296572498093695 0.0056604152347490529 leaf_weight=109.86816604606793 3.7300556504706037 2.9752650654627351 7.875322904888888 leaf_count=2532 134 46 114 internal_value=0 -0.000881107 0.0124604 internal_weight=0 112.843 11.6054 internal_count=2826 2578 248 is_linear=0 shrinkage=0.0224292 Tree=7559 num_leaves=4 num_cat=0 split_feature=1 48 13 split_gain=3.58853 3.42798 2.20848 threshold=0.12700000000000003 0.11362000000000001 -0.05171499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.9419910959502342e-06 0.026609879003571313 -0.018476557472027647 0.0055409240767906815 leaf_weight=107.54769452805158 3.6616930908567156 5.277841321865707 7.86523655169003 leaf_count=2500 134 78 114 internal_value=0 -0.000861626 0.0122667 internal_weight=0 112.826 11.5269 internal_count=2826 2578 248 is_linear=0 shrinkage=0.0224292 Tree=7560 num_leaves=4 num_cat=0 split_feature=15 15 15 split_gain=2.37381 6.77338 3.49362 threshold=-0.11532999999999999 -0.10192499999999999 -0.24436499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0053658084546267344 0.023314395795913392 0.00045356046705089653 -0.014983505554845329 leaf_weight=7.0300289173319497 6.9669125957298084 97.760774750513519 10.661452109405216 leaf_count=229 62 2290 233 internal_value=0 0.00197833 -0.00690027 internal_weight=0 104.728 17.6915 internal_count=2814 2352 462 is_linear=0 shrinkage=0.0224292 Tree=7561 num_leaves=4 num_cat=0 split_feature=3 401 11 split_gain=2.2587 2.44314 1.94349 threshold=-0.15490999999999996 0.078330000000000025 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039876912967135833 7.9812405670148021e-06 -0.00033189574438784652 2.1114029797684114e-05 leaf_weight=5.199610322059014 108.84119906770502 4.2312787048831515 5.3293167894880753 leaf_count=59 2372 255 128 internal_value=0 -4.79115e-06 0.000208 internal_weight=0 113.072 10.5289 internal_count=2814 2627 187 is_linear=0 shrinkage=0.000439788 Tree=7562 num_leaves=4 num_cat=0 split_feature=3 401 11 split_gain=2.21482 2.46096 1.95635 threshold=-0.15490999999999996 0.078330000000000025 0.077330000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039866873344892174 9.7964618044782849e-06 -0.00033194841329791172 2.006663277747042e-05 leaf_weight=5.2117701381430361 108.7665531707662 4.2151033455993447 5.3334801634991891 leaf_count=59 2372 255 128 internal_value=0 -3.00723e-06 0.000207565 internal_weight=0 112.982 10.5453 internal_count=2814 2627 187 is_linear=0 shrinkage=0.000439788 Tree=7563 num_leaves=4 num_cat=0 split_feature=15 15 15 split_gain=2.26682 6.47699 3.34574 threshold=-0.11532999999999999 -0.10192499999999999 -0.24436499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0052709233830692676 0.022802527288233031 0.00044334731094495731 -0.014662880037263284 leaf_weight=7.0134354354886481 6.9639885479700743 97.794821903225966 10.646172489588933 leaf_count=229 62 2290 233 internal_value=0 0.00193359 -0.00674911 internal_weight=0 104.759 17.6596 internal_count=2814 2352 462 is_linear=0 shrinkage=0.0224292 Tree=7564 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=3.20223 3.40115 threshold=-0.4706749999999999 0.09389500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00025668886201338768 -3.4490091000848048e-05 -0.00046841558729643698 leaf_weight=7.0662178724087417 115.03525196886767 3.5842430137854526 leaf_count=73 2552 204 internal_value=0 -4.7675e-05 internal_weight=0 118.619 internal_count=2829 2756 is_linear=0 shrinkage=0.000439788 Tree=7565 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=3.06388 3.335 threshold=-0.4706749999999999 0.09389500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012951499274298625 -0.0016635849338725562 -0.023959912968932941 leaf_weight=6.9782731875893651 113.06750683033169 3.4598188908021248 leaf_count=73 2552 204 internal_value=0 -0.0023294 internal_weight=0 116.527 internal_count=2829 2756 is_linear=0 shrinkage=0.0224292 Tree=7566 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=2.98692 3.27682 threshold=-0.4706749999999999 0.09389500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00025092248978787578 -3.2269654418769275e-05 -0.00046635780166504119 leaf_weight=6.9667210342886383 114.02984908005237 3.4467786511595468 leaf_count=73 2552 204 internal_value=0 -4.50796e-05 internal_weight=0 117.477 internal_count=2829 2756 is_linear=0 shrinkage=0.000439788 Tree=7567 num_leaves=3 num_cat=0 split_feature=13 403 split_gain=2.94095 3.25398 threshold=-0.4706749999999999 0.09389500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012735862105484453 -0.0016261013355818598 -0.023836996808046285 leaf_weight=6.936200754462333 113.07485118212753 3.399690691036084 leaf_count=73 2552 204 internal_value=0 -0.0022782 internal_weight=0 116.475 internal_count=2829 2756 is_linear=0 shrinkage=0.0224292 Tree=7568 num_leaves=4 num_cat=0 split_feature=15 1 42 split_gain=3.61749 4.58666 4.4655 threshold=-0.095324999999999979 0.085110000000000005 0.077565000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028266272513034237 1.2784905099852e-05 0.00017951420431504413 -0.00019374211776334186 leaf_weight=4.863344463723478 57.031453180015887 27.830402519441122 31.375338563295372 leaf_count=215 1100 383 1115 internal_value=0 0.000110638 -6.0537e-05 internal_weight=0 32.6937 88.4068 internal_count=2813 598 2215 is_linear=0 shrinkage=0.000439788 Tree=7569 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=4.1403 7.22689 4.01892 threshold=-0.0039049999999999992 0.099470000000000017 0.097270000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001976916391928395 0.00014867123092565315 0.00014087873428685662 -8.4306522915836719e-05 leaf_weight=41.504244134102919 39.655444689447904 17.24762474912859 22.394342392166436 leaf_count=1505 504 404 400 internal_value=0 -9.8285e-05 6.45873e-05 internal_weight=0 58.7519 62.0498 internal_count=2813 1909 904 is_linear=0 shrinkage=0.000439788 Tree=7570 num_leaves=4 num_cat=0 split_feature=13 1 2 split_gain=4.0975 6.94397 4.0205 threshold=-0.0039049999999999992 0.099470000000000017 0.097270000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010025809954530349 0.007555762714245776 0.0070426412748255092 -0.0043841219145016536 leaf_weight=41.04887262892953 39.446417987097448 16.919731113142916 22.13485301205219 leaf_count=1505 504 404 400 internal_value=0 -0.00504323 0.00326405 internal_weight=0 57.9686 61.5813 internal_count=2813 1909 904 is_linear=0 shrinkage=0.0224292 Tree=7571 num_leaves=4 num_cat=0 split_feature=13 1 52 split_gain=3.83507 7.06454 3.8039 threshold=-0.0039049999999999992 0.099470000000000017 -0.014264999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019439881889680719 -6.5835686253667522e-05 0.00013960847416547207 0.00015404140768125645 leaf_weight=41.580579548892274 26.481772538714722 17.342654609434248 35.732189002703308 leaf_count=1505 397 404 507 internal_value=0 -9.60783e-05 6.04578e-05 internal_weight=0 58.9232 62.214 internal_count=2813 1909 904 is_linear=0 shrinkage=0.000439788 Tree=7572 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=2.80763 3.10084 threshold=1.0000000180025095e-35 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044024499918216128 -0.020366883581758189 0.023019887193144909 leaf_weight=123.02451770294647 3.151866606262046 3.1186316057355716 leaf_count=2674 49 108 internal_value=0 0.00100188 internal_weight=0 126.143 internal_count=2831 2782 is_linear=0 shrinkage=0.0224292 Tree=7573 num_leaves=3 num_cat=0 split_feature=150 457 split_gain=2.12961 2.23613 threshold=-0.20684999999999998 -0.0015249999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016604702079849407 -0.010704420834598537 0.00079644615707080116 leaf_weight=3.9681498499121508 9.1579177313978999 116.0880371743242 leaf_count=29 224 2578 internal_value=0 -4.59942e-05 internal_weight=0 125.246 internal_count=2831 2802 is_linear=0 shrinkage=0.0224292 Tree=7574 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=2.69181 2.79208 threshold=1.0000000180025095e-35 0.25659500000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00042457862104533381 -0.019994193496921581 0.021414121077346922 leaf_weight=122.80929772793206 3.1394095883006221 3.2541415196901644 leaf_count=2669 49 113 internal_value=0 0.000969553 internal_weight=0 126.063 internal_count=2831 2782 is_linear=0 shrinkage=0.0224292 Tree=7575 num_leaves=3 num_cat=0 split_feature=45 48 split_gain=2.57682 2.86881 threshold=1.0000000180025095e-35 0.12879500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6524065252161799e-05 -0.00038012300020234314 -0.00026590740664499406 leaf_weight=121.36024327800078 3.1487653176882295 6.3666340917989137 leaf_count=2711 49 71 internal_value=0 2.14117e-05 internal_weight=0 127.727 internal_count=2831 2782 is_linear=0 shrinkage=0.000439788 Tree=7576 num_leaves=4 num_cat=0 split_feature=42 40 133 split_gain=3.12683 4.80176 3.63196 threshold=-1.0000000180025095e-35 0.055635000000000011 0.090175000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013215358309983643 0.0028193266649173174 0.021707718631455632 -0.010921885506010625 leaf_weight=15.44194165967747 95.617277248580649 2.254119698656722 10.746977509508723 leaf_count=760 1639 20 449 internal_value=0 -0.00874827 0.00142921 internal_weight=0 17.6961 106.364 internal_count=2868 780 2088 is_linear=0 shrinkage=0.0224292 Tree=7577 num_leaves=4 num_cat=0 split_feature=42 40 133 split_gain=3.20396 4.67822 3.48655 threshold=-1.0000000180025095e-35 0.0045850000000000005 0.090175000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027366515492689524 5.4364120931842661e-05 0.00032791851056973494 -0.00020807607817840753 leaf_weight=14.911709998896187 96.732365139261674 2.9862711929017669 10.874427613263832 leaf_count=754 1639 26 449 internal_value=0 -0.000173049 2.78105e-05 internal_weight=0 17.898 107.607 internal_count=2868 780 2088 is_linear=0 shrinkage=0.000439788 Tree=7578 num_leaves=4 num_cat=0 split_feature=42 40 133 split_gain=3.09765 4.63504 3.50443 threshold=-1.0000000180025095e-35 0.0045850000000000005 0.090175000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026919953498091202 5.5148895374046174e-05 0.00033002662795579058 -0.00020811902198355968 leaf_weight=14.911320458870252 96.406351374651422 2.9810794834047547 10.86427254645241 leaf_count=754 1639 26 449 internal_value=0 -0.000169116 2.84531e-05 internal_weight=0 17.8924 107.271 internal_count=2868 780 2088 is_linear=0 shrinkage=0.000439788 Tree=7579 num_leaves=4 num_cat=0 split_feature=42 40 133 split_gain=3.25647 4.75985 3.51945 threshold=-1.0000000180025095e-35 0.0045850000000000005 0.090175000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027450540899358187 5.5537617085666068e-05 0.0003309727119719468 -0.00020787720220982999 leaf_weight=14.978528232059036 96.811836459288315 2.9994237883947781 10.897464924069935 leaf_count=754 1639 26 449 internal_value=0 -0.000173244 2.88546e-05 internal_weight=0 17.978 107.709 internal_count=2868 780 2088 is_linear=0 shrinkage=0.000439788 Tree=7580 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=3.04277 2.94539 threshold=-0.4290699999999999 -0.077784999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004562804194250008 -4.3336409366218075e-05 0.00010253420183955763 leaf_weight=2.7955286816068101 78.578627846753079 40.584852076346579 leaf_count=244 1737 828 internal_value=0 6.35286e-06 internal_weight=0 119.163 internal_count=2809 2565 is_linear=0 shrinkage=0.000439788 Tree=7581 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=2.98659 2.95505 threshold=-0.4290699999999999 -0.077784999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023256950349990535 -0.0022536694961194626 0.0052251180152854621 leaf_weight=2.7533357019565292 78.016323618459865 40.287829786735529 leaf_count=244 1737 828 internal_value=0 0.000293622 internal_weight=0 118.304 internal_count=2809 2565 is_linear=0 shrinkage=0.0224292 Tree=7582 num_leaves=4 num_cat=0 split_feature=484 50 40 split_gain=2.63859 3.45358 2.4235 threshold=-0.0048899999999999994 0.099210000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011956311921297364 -0.00028319324335541741 0.017250269939889634 -0.018803696415412682 leaf_weight=1.5970107436587566 106.99577296513962 5.9475023247250638 6.4175705021261802 leaf_count=19 2138 220 432 internal_value=0 0.000642864 -0.0126605 internal_weight=0 112.943 8.01458 internal_count=2809 2358 451 is_linear=0 shrinkage=0.0224292 Tree=7583 num_leaves=3 num_cat=0 split_feature=52 0 split_gain=3.03755 3.08703 threshold=-0.4290699999999999 -0.077784999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045633134031768579 -4.6074779748468843e-05 0.00010298085883865368 leaf_weight=2.8101672303964724 78.848572389415494 40.745256158465054 leaf_count=244 1737 828 internal_value=0 4.71635e-06 internal_weight=0 119.594 internal_count=2809 2565 is_linear=0 shrinkage=0.000439788 Tree=7584 num_leaves=4 num_cat=0 split_feature=2 1429 2 split_gain=6.32115 6.8689 4.86782 threshold=0.086705000000000018 0.059810000000000009 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024422867887161168 0.00060719874827367824 0.00029838253234353436 1.1517320328856559e-05 leaf_weight=37.013072545021714 2.7266606406192286 5.1219741916356716 78.872477719558447 leaf_count=1129 29 57 1641 internal_value=0 -0.000178163 3.15596e-05 internal_weight=0 42.135 81.5991 internal_count=2856 1186 1670 is_linear=0 shrinkage=0.000439788 Tree=7585 num_leaves=4 num_cat=0 split_feature=2 1429 2 split_gain=6.68245 7.03811 4.74453 threshold=0.086705000000000018 0.059810000000000009 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002298759368674772 0.00062090053195154203 0.00031428747792892816 3.361248900883862e-05 leaf_weight=36.84965447520517 2.7332611304009324 5.2350857462079139 79.927103447471382 leaf_count=1129 29 57 1641 internal_value=0 -0.000162073 5.31707e-05 internal_weight=0 42.0847 82.6604 internal_count=2856 1186 1670 is_linear=0 shrinkage=0.000439788 Tree=7586 num_leaves=4 num_cat=0 split_feature=2 1429 2 split_gain=6.4853 7.021 4.9036 threshold=0.086705000000000018 0.059810000000000009 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022924762791779265 0.000631052212970937 0.00031644240839435485 3.2496752524900489e-05 leaf_weight=36.330327916653914 2.7200951084960243 5.1975870205678794 78.977493770433284 leaf_count=1129 29 57 1641 internal_value=0 -0.000160836 5.25682e-05 internal_weight=0 41.5279 81.6976 internal_count=2856 1186 1670 is_linear=0 shrinkage=0.000439788 Tree=7587 num_leaves=4 num_cat=0 split_feature=2 1429 2 split_gain=6.32955 6.93044 4.91754 threshold=0.086705000000000018 0.059810000000000009 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011644308196859176 0.032205854768961796 0.016102468235204712 0.0016000305985290097 leaf_weight=36.03602289029368 2.7140521062829057 5.1621729639991818 78.44023989694324 leaf_count=1129 29 57 1641 internal_value=0 -0.00816176 0.00263092 internal_weight=0 41.1982 81.1543 internal_count=2856 1186 1670 is_linear=0 shrinkage=0.0224292 Tree=7588 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=3.01171 3.88118 threshold=0.18635500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0053427917329769564 0.022196197932578564 0.0031444599008819325 leaf_weight=41.593809521704316 3.1924482723334213 77.730179815793235 leaf_count=1427 28 1383 internal_value=0 0.000185603 internal_weight=0 119.324 internal_count=2838 2810 is_linear=0 shrinkage=0.0224292 Tree=7589 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=2.9052 3.71275 threshold=0.18635500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0052301942230001579 0.021889828940634529 0.003075041720706914 leaf_weight=41.537313272752726 3.1651019595374228 77.702878186701128 leaf_count=1427 28 1383 internal_value=0 0.000181539 internal_weight=0 119.24 internal_count=2838 2810 is_linear=0 shrinkage=0.0224292 Tree=7590 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=2.80217 3.55155 threshold=0.18635500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.005119803178545968 0.02158562521492614 0.0030071237828639937 leaf_weight=41.482229977740644 3.1382903686971977 77.676408546321909 leaf_count=1427 28 1383 internal_value=0 0.000177561 internal_weight=0 119.159 internal_count=2838 2810 is_linear=0 shrinkage=0.0224292 Tree=7591 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=2.70251 3.39727 threshold=0.18635500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0050115829512886101 0.021283546935918739 0.0029406755679981336 leaf_weight=41.42852101913013 3.1120139621343688 77.650741864785232 leaf_count=1427 28 1383 internal_value=0 0.000173668 internal_weight=0 119.079 internal_count=2838 2810 is_linear=0 shrinkage=0.0224292 Tree=7592 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=3.13688 3.03127 threshold=-0.38664499999999996 0.0063000000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053464335383837929 -2.5223886007504437e-05 0.00011250446826108601 leaf_weight=1.9060423644841638 75.762585113978275 52.179225044557825 leaf_count=155 1947 761 internal_value=0 3.0955e-05 internal_weight=0 127.942 internal_count=2863 2708 is_linear=0 shrinkage=0.000439788 Tree=7593 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=3.17767 3.04243 threshold=-0.38664499999999996 0.0063000000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053426450248670861 -2.2612918273703234e-05 0.00011503683455992498 leaf_weight=1.9155803218345671 76.043250371365502 52.472376163928857 leaf_count=155 1947 761 internal_value=0 3.35976e-05 internal_weight=0 128.516 internal_count=2863 2708 is_linear=0 shrinkage=0.000439788 Tree=7594 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=3.13522 2.97968 threshold=-0.38664499999999996 0.0063000000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027388100731051523 -0.0012381443870976446 0.0057542234107616037 leaf_weight=1.8832743777747953 74.962549739715541 51.848509174313222 leaf_count=155 1947 761 internal_value=0 0.00162122 internal_weight=0 126.811 internal_count=2863 2708 is_linear=0 shrinkage=0.0224292 Tree=7595 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=3.04885 2.85139 threshold=-0.38664499999999996 0.0063000000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02728042726185494 -0.0012105240914394887 0.0056323717725442852 leaf_weight=1.8487654064665537 74.95377810892569 51.783288581471425 leaf_count=155 1947 761 internal_value=0 0.00158583 internal_weight=0 126.737 internal_count=2863 2708 is_linear=0 shrinkage=0.0224292 Tree=7596 num_leaves=3 num_cat=0 split_feature=49 4 split_gain=3.77672 3.43322 threshold=-0.14931499999999998 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0108213253641169 -0.0038185900089924142 0.02177020794556846 leaf_weight=10.696683973383186 102.13828562768867 2.6888526695984174 leaf_count=92 2577 122 internal_value=0 -0.00315838 internal_weight=0 104.827 internal_count=2791 2699 is_linear=0 shrinkage=0.0224292 Tree=7597 num_leaves=3 num_cat=0 split_feature=49 2 split_gain=3.66947 3.65014 threshold=-0.14931499999999998 0.099185000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0002075257005957906 -0.00011937721546163453 5.2887108500656136e-05 leaf_weight=10.773391783834084 70.87848042313999 35.792247706602211 leaf_count=92 1931 768 internal_value=0 -6.15766e-05 internal_weight=0 106.671 internal_count=2791 2699 is_linear=0 shrinkage=0.000439788 Tree=7598 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=3.70806 9.76421 4.36688 threshold=-0.0070899999999999991 0.091835000000000014 -0.10072999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017620054238280811 0.011819488672699436 0.0016188647423761807 -0.0017010381158001884 leaf_weight=21.95751128136726 16.597637813116307 33.494319147393981 43.404183563661718 leaf_count=799 154 617 1221 internal_value=0 -0.0060027 0.00204156 internal_weight=0 55.4518 60.0018 internal_count=2791 1416 1375 is_linear=0 shrinkage=0.0224292 Tree=7599 num_leaves=3 num_cat=0 split_feature=49 2 split_gain=3.61672 3.2948 threshold=-0.14931499999999998 0.099185000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020704930828075477 -0.00011503715512998838 4.88848691369999e-05 leaf_weight=10.797040461435243 70.481706318949364 35.724787032453605 leaf_count=92 1931 768 internal_value=0 -5.98997e-05 internal_weight=0 106.206 internal_count=2791 2699 is_linear=0 shrinkage=0.000439788 Tree=7600 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=2.38879 3.17355 threshold=0.08179500000000002 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00064594008109229402 -0.018117622605111326 0.023047471663168902 leaf_weight=124.61141906377088 3.2781531631480894 3.2457075323545714 leaf_count=2692 57 104 internal_value=0 0.00121797 internal_weight=0 127.857 internal_count=2853 2796 is_linear=0 shrinkage=0.0224292 Tree=7601 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.74395 3.63472 threshold=-0.26577499999999993 -0.15835999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023512958668878571 0.024181486639932848 0.00053411314695525473 leaf_weight=2.2909165373457645 3.3383614530030163 125.42720002522765 leaf_count=170 61 2622 internal_value=0 0.00115069 internal_weight=0 128.766 internal_count=2853 2683 is_linear=0 shrinkage=0.0224292 Tree=7602 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.65526 3.4776 threshold=-0.26577499999999993 -0.17368999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023290152017100399 0.026246784036744585 0.00058414447705779245 leaf_weight=2.2614747369698298 2.6945888370210005 126.06767207415214 leaf_count=170 44 2639 internal_value=0 0.00112499 internal_weight=0 128.762 internal_count=2853 2683 is_linear=0 shrinkage=0.0224292 Tree=7603 num_leaves=3 num_cat=0 split_feature=52 133 split_gain=3.02542 2.70111 threshold=-0.51745999999999992 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045863354030206352 -0.00044725798816511641 3.1273163671874926e-05 leaf_weight=2.556105590054357 2.3038183757780635 127.90885734017138 leaf_count=198 164 2491 internal_value=0 2.27423e-05 internal_weight=0 130.213 internal_count=2853 2655 is_linear=0 shrinkage=0.000439788 Tree=7604 num_leaves=4 num_cat=0 split_feature=160 2 49 split_gain=3.19027 3.52726 2.62861 threshold=0.098085000000000019 0.097180000000000016 0.27293500000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.8183004698672639e-05 -0.00045961652975100151 7.7830886118571781e-05 -0.00034678656227692453 leaf_weight=119.33518860324511 5.2010715314681857 4.3047080890100915 3.1639024283576864 leaf_count=2629 148 70 46 internal_value=0 -0.000216564 4.76711e-05 internal_weight=0 9.50578 122.499 internal_count=2893 218 2675 is_linear=0 shrinkage=0.000439788 Tree=7605 num_leaves=4 num_cat=0 split_feature=160 2 39 split_gain=3.17594 3.52862 2.47711 threshold=0.098085000000000019 0.097180000000000016 -0.042029999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031400322706132789 -0.00046002116868158662 7.7194346975015458e-05 5.7198496443800304e-05 leaf_weight=3.5628768242022479 5.2083799353713385 4.3096327427192591 119.05604130967004 leaf_count=52 148 70 2623 internal_value=0 -0.000217109 4.63655e-05 internal_weight=0 9.51801 122.619 internal_count=2893 218 2675 is_linear=0 shrinkage=0.000439788 Tree=7606 num_leaves=4 num_cat=0 split_feature=160 2 39 split_gain=3.24466 3.55871 2.62657 threshold=0.098085000000000019 0.097180000000000016 -0.042029999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016651440199898188 -0.023703031635820316 0.0039445696864570763 0.0030036337063725645 leaf_weight=3.5040230333106583 5.1639530954416824 4.2643151195370592 117.5607471370331 leaf_count=52 148 70 2623 internal_value=0 -0.0112156 0.00243221 internal_weight=0 9.42827 121.065 internal_count=2893 218 2675 is_linear=0 shrinkage=0.0224292 Tree=7607 num_leaves=4 num_cat=0 split_feature=160 2 39 split_gain=3.06083 3.49761 2.42972 threshold=0.098085000000000019 0.097180000000000016 -0.042029999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031242501752836306 -0.00045599906585705067 7.9144082198679287e-05 5.6712567886258778e-05 leaf_weight=3.5331642744131377 5.1787456997772079 4.3210943347075954 118.73441198686487 leaf_count=52 148 70 2623 internal_value=0 -0.000212913 4.59985e-05 internal_weight=0 9.49984 122.268 internal_count=2893 218 2675 is_linear=0 shrinkage=0.000439788 Tree=7608 num_leaves=3 num_cat=0 split_feature=453 15 split_gain=3.24049 2.68747 threshold=1.0000000180025095e-35 0.10038500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.3028901972093742e-05 -0.0003751937390361134 -0.00017574090389321098 leaf_weight=115.47476450941576 3.6488447849696959 9.880552530034036 leaf_count=2487 65 293 internal_value=0 4.41851e-05 internal_weight=0 125.355 internal_count=2845 2780 is_linear=0 shrinkage=0.000439788 Tree=7609 num_leaves=3 num_cat=0 split_feature=453 11 split_gain=3.31567 2.63146 threshold=1.0000000180025095e-35 0.081005000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0031152318464513005 -0.019406753075344747 -0.010912359638952377 leaf_weight=117.04042440771264 3.6217390071542459 7.1192854500259264 leaf_count=2620 65 160 internal_value=0 0.00230934 internal_weight=0 124.16 internal_count=2845 2780 is_linear=0 shrinkage=0.0224292 Tree=7610 num_leaves=3 num_cat=0 split_feature=453 15 split_gain=3.18075 2.76121 threshold=1.0000000180025095e-35 0.10038500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0032351865238325122 -0.019056434221299656 -0.0091825723386145738 leaf_weight=114.38872324533986 3.6061221284617195 9.7598352586428501 leaf_count=2487 65 293 internal_value=0 0.00225771 internal_weight=0 124.149 internal_count=2845 2780 is_linear=0 shrinkage=0.0224292 Tree=7611 num_leaves=3 num_cat=0 split_feature=453 15 split_gain=3.05095 2.64018 threshold=1.0000000180025095e-35 0.10038500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.003162779594632016 -0.018709553637149219 -0.0089842540215098882 leaf_weight=114.38359192497956 3.591124606144148 9.7520475311175669 leaf_count=2487 65 293 internal_value=0 0.00220728 internal_weight=0 124.136 internal_count=2845 2780 is_linear=0 shrinkage=0.0224292 Tree=7612 num_leaves=4 num_cat=0 split_feature=13 3 15 split_gain=3.59179 4.17428 2.54954 threshold=-0.24921999999999997 0.12185000000000001 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.7276129708727785e-05 7.5707934603451727e-06 -0.00039353278496697178 0.00045881395760983965 leaf_weight=4.9940116610232508 108.41681419732413 5.242729377023351 5.6237544438336027 leaf_count=108 2635 68 34 internal_value=0 -1.09937e-05 0.000256256 internal_weight=0 113.66 10.6178 internal_count=2845 2703 142 is_linear=0 shrinkage=0.000439788 Tree=7613 num_leaves=4 num_cat=0 split_feature=13 15 15 split_gain=3.37483 2.74142 2.61605 threshold=-0.24921999999999997 -0.095324999999999979 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6820081998911064e-05 0.00010021606722576737 -5.2326443905071928e-05 0.00045428077076807149 leaf_weight=4.9954907351057045 31.315150093414559 83.515904736483208 5.6012867892277409 leaf_count=108 537 2166 34 internal_value=0 -1.07174e-05 0.000248456 internal_weight=0 114.831 10.5968 internal_count=2845 2703 142 is_linear=0 shrinkage=0.000439788 Tree=7614 num_leaves=4 num_cat=0 split_feature=13 3 15 split_gain=3.44673 4.25497 2.62054 threshold=-0.24921999999999997 0.12185000000000001 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00093481699580803693 0.00044281251012725983 -0.020263734211007856 0.023360110816448437 leaf_weight=4.917589956705342 107.21833708699342 5.2170801986867437 5.5992622199701128 leaf_count=108 2635 68 34 internal_value=0 -0.000521262 0.0128949 internal_weight=0 112.435 10.5169 internal_count=2845 2703 142 is_linear=0 shrinkage=0.0224292 Tree=7615 num_leaves=4 num_cat=0 split_feature=13 3 15 split_gain=3.45906 3.94834 2.47992 threshold=-0.24921999999999997 0.12185000000000001 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6427601343206739e-05 6.3732549696648811e-06 -0.00038268629426925434 0.00045252239406469663 leaf_weight=5.017691279106657 108.70637120601896 5.2715310398853026 5.5664256648742576 leaf_count=108 2635 68 34 internal_value=0 -1.1682e-05 0.000250932 internal_weight=0 113.978 10.5841 internal_count=2845 2703 142 is_linear=0 shrinkage=0.000439788 Tree=7616 num_leaves=4 num_cat=0 split_feature=4 16 0 split_gain=4.24376 6.54582 2.97845 threshold=0.27150500000000005 -0.013949999999999999 -0.23998999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017213739381152069 -0.00021455516598955219 4.9963509054427723e-05 0.00026936853789231362 leaf_weight=49.386220521893847 2.9841143121011582 53.399591453435278 13.662873849789319 leaf_count=1428 43 1044 300 internal_value=0 -5.6763e-05 0.000182475 internal_weight=0 102.786 16.647 internal_count=2815 2472 343 is_linear=0 shrinkage=0.000439788 Tree=7617 num_leaves=4 num_cat=0 split_feature=4 16 0 split_gain=4.33637 6.46685 2.92653 threshold=0.27150500000000005 -0.013949999999999999 -0.23998999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017100448323392785 -0.00020795875018715898 4.8782560814421589e-05 0.00026919863848028736 leaf_weight=49.880718458640331 3.0157363642938462 53.805267368043133 13.817084995367621 leaf_count=1428 43 1044 300 internal_value=0 -5.69635e-05 0.000183573 internal_weight=0 103.686 16.8328 internal_count=2815 2472 343 is_linear=0 shrinkage=0.000439788 Tree=7618 num_leaves=4 num_cat=0 split_feature=4 16 0 split_gain=4.41359 6.46954 2.97237 threshold=0.27150500000000005 -0.013949999999999999 -0.23998999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017299053271982245 -0.00020860446715554535 4.6685914716146995e-05 0.00027091723200116168 leaf_weight=49.939126859884709 3.0400968831963864 53.896886267815717 13.748010288727526 leaf_count=1428 43 1044 300 internal_value=0 -5.89781e-05 0.000183944 internal_weight=0 103.836 16.7881 internal_count=2815 2472 343 is_linear=0 shrinkage=0.000439788 Tree=7619 num_leaves=4 num_cat=0 split_feature=4 16 4 split_gain=4.32473 6.63351 2.90363 threshold=0.27150500000000005 -0.013949999999999999 0.41291000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017298768473686079 0.0004347839317434155 5.0093003514572113e-05 5.0400922174162728e-05 leaf_weight=49.594728250805929 5.7973563425839556 53.657608588437142 10.986814136696919 leaf_count=1428 81 1044 262 internal_value=0 -5.70705e-05 0.000183512 internal_weight=0 103.252 16.7842 internal_count=2815 2472 343 is_linear=0 shrinkage=0.000439788 Tree=7620 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=3.13695 4.75559 3.06875 threshold=0.088995000000000005 -0.040504999999999992 -0.23033499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002066969131816374 -0.00029826107402429572 0.00018814318115666521 -2.3007742711593055e-05 leaf_weight=12.809645588509737 16.022777119131209 5.1167962510371572 91.325741117536381 leaf_count=89 322 45 2427 internal_value=0 -0.000180464 5.28082e-06 internal_weight=0 21.1396 104.135 internal_count=2883 367 2516 is_linear=0 shrinkage=0.000439788 Tree=7621 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=3.08984 4.58437 3.11126 threshold=0.088995000000000005 -0.040504999999999992 0.084695000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.4521891118671789e-06 -0.0002963018666867669 0.00018293465681247791 0.00045922347964722149 leaf_weight=100.83849173084491 15.949720230146342 5.0773280116845845 2.8093418529024339 leaf_count=2485 322 45 31 internal_value=0 -0.000180521 4.30624e-06 internal_weight=0 21.027 103.648 internal_count=2883 367 2516 is_linear=0 shrinkage=0.000439788 Tree=7622 num_leaves=4 num_cat=0 split_feature=47 0 47 split_gain=3.12717 4.60336 3.1511 threshold=0.088995000000000005 -0.040504999999999992 0.084695000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047037000868622184 -0.015279733566390556 0.0093225543611811651 0.023560154464013165 leaf_weight=99.842657885254084 15.806625063600224 5.0316756325191809 2.8036427299375637 leaf_count=2485 322 45 31 internal_value=0 -0.0093361 0.00019025 internal_weight=0 20.8383 102.646 internal_count=2883 367 2516 is_linear=0 shrinkage=0.0224292 Tree=7623 num_leaves=4 num_cat=0 split_feature=47 0 0 split_gain=3.00953 4.41471 3.05209 threshold=0.088995000000000005 -0.040504999999999992 -0.23033499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020444064362959172 -0.00029316091563637525 0.00017869673014932552 -2.5146513262566159e-05 leaf_weight=12.756784469587727 15.900101221192019 5.0378037949558339 90.733659139077645 leaf_count=89 322 45 2427 internal_value=0 -0.000179569 3.18611e-06 internal_weight=0 20.9379 103.49 internal_count=2883 367 2516 is_linear=0 shrinkage=0.000439788 Tree=7624 num_leaves=4 num_cat=0 split_feature=52 12 131 split_gain=2.9738 4.39897 3.44565 threshold=0.0033500000000000005 0.095215000000000008 0.10033500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028690663740084795 0.0082739878361688217 -0.014369568006972221 0.018010739714724833 leaf_weight=81.992249722938141 35.446916373817658 4.8964835606384431 4.1596590977278529 leaf_count=1650 844 259 94 internal_value=0 0.00552024 -0.00185716 internal_weight=0 40.3434 86.1519 internal_count=2847 1103 1744 is_linear=0 shrinkage=0.0224292 Tree=7625 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.86109 3.70504 threshold=-0.095559999999999992 0.099730000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021107634925328082 0.00038215373428029259 0.024974725518077126 leaf_weight=2.9944012695923439 120.31697725345111 3.1438014671002739 leaf_count=40 2768 39 internal_value=0 0.00101214 internal_weight=0 123.461 internal_count=2847 2807 is_linear=0 shrinkage=0.0224292 Tree=7626 num_leaves=4 num_cat=0 split_feature=52 12 131 split_gain=2.65681 4.30415 3.22129 threshold=0.0033500000000000005 0.095215000000000008 0.10033500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3035318224608553e-05 0.0001551056755348141 -0.00028189629699739094 0.00034106415435561442 leaf_weight=82.80262177962868 35.855424597983074 4.9444420466898 4.1967374208907122 leaf_count=1650 844 259 94 internal_value=0 0.000102039 -3.39538e-05 internal_weight=0 40.7999 86.9994 internal_count=2847 1103 1744 is_linear=0 shrinkage=0.000439788 Tree=7627 num_leaves=4 num_cat=0 split_feature=11 456 16 split_gain=2.63789 2.64465 2.60171 threshold=0.080455000000000013 -1.0000000180025095e-35 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037831112767858292 2.801235652702086e-05 3.5525115096070881e-05 -0.0004600696216038802 leaf_weight=3.046698833233676 4.0060065984143876 115.93500899394166 4.4445630045665876 leaf_count=64 40 2610 133 internal_value=0 2.48692e-05 -0.000229152 internal_weight=0 118.982 8.45057 internal_count=2847 2674 173 is_linear=0 shrinkage=0.000439788 Tree=7628 num_leaves=3 num_cat=0 split_feature=14 403 split_gain=3.09834 2.22438 threshold=0.078275000000000025 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003304803980015046 -0.00037711642616348139 5.8958384035434787e-05 leaf_weight=2.8851059622829771 3.354836268703365 122.68593306850562 leaf_count=311 95 2424 internal_value=0 4.99618e-05 internal_weight=0 125.571 internal_count=2830 2735 is_linear=0 shrinkage=0.000439788 Tree=7629 num_leaves=3 num_cat=0 split_feature=14 1456 split_gain=3.13321 2.54942 threshold=0.078275000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036100983596989294 -0.0003772302991676196 6.0512740804476532e-05 leaf_weight=2.820492372789885 3.3749694976213496 122.84398522101401 leaf_count=253 95 2482 internal_value=0 5.09984e-05 internal_weight=0 125.664 internal_count=2830 2735 is_linear=0 shrinkage=0.000439788 Tree=7630 num_leaves=3 num_cat=0 split_feature=14 403 split_gain=3.16887 2.20557 threshold=0.078275000000000025 -0.092224999999999988 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.016864432601730813 -0.019504386643104121 0.0030653265058108526 leaf_weight=2.8403974927423397 3.3291391540114992 121.59847567634824 leaf_count=311 95 2424 internal_value=0 0.0026079 internal_weight=0 124.439 internal_count=2830 2735 is_linear=0 shrinkage=0.0224292 Tree=7631 num_leaves=3 num_cat=0 split_feature=14 42 split_gain=3.04695 2.15473 threshold=0.078275000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0042838627802306156 -0.019208383304301805 0.0038249744950290968 leaf_weight=19.544353951174344 3.3051886984903822 104.84164336477261 leaf_count=744 95 1991 internal_value=0 0.0025504 internal_weight=0 124.386 internal_count=2830 2735 is_linear=0 shrinkage=0.0224292 Tree=7632 num_leaves=4 num_cat=0 split_feature=1213 47 2 split_gain=3.88741 2.59394 0.459832 threshold=-1.0000000180025095e-35 0.11926500000000002 0.089425000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047177665235883121 6.5718353474941994e-05 -0.00023109346856837188 -0.00016526207823049229 leaf_weight=2.889195060110068 121.86218857208405 5.9555623411288243 1.4463609445883774 leaf_count=323 2376 103 104 internal_value=0 5.18562e-05 -0.000370695 internal_weight=0 127.818 4.33556 internal_count=2906 2479 427 is_linear=0 shrinkage=0.000439788 Tree=7633 num_leaves=4 num_cat=0 split_feature=1213 47 2 split_gain=3.8002 2.58999 0.450853 threshold=-1.0000000180025095e-35 0.11926500000000002 0.089295000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024067139234604525 0.0033699058889542781 -0.01180366074340999 -0.0085046555382045537 leaf_weight=2.8092275687795327 121.14398531339066 5.917976545795681 1.4442148252419427 leaf_count=321 2376 103 106 internal_value=0 0.00266152 -0.0188447 internal_weight=0 127.062 4.25344 internal_count=2906 2479 427 is_linear=0 shrinkage=0.0224292 Tree=7634 num_leaves=4 num_cat=0 split_feature=1213 47 2 split_gain=3.6769 2.47791 0.45416 threshold=-1.0000000180025095e-35 0.11926500000000002 0.089295000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024030861463861131 0.0032948250898753081 -0.011557721319358937 -0.0083438560158047136 leaf_weight=2.75104889034992 121.12611379679583 5.9088577813381553 1.4394528234624884 leaf_count=321 2376 103 106 internal_value=0 0.00260235 -0.0187046 internal_weight=0 127.035 4.1905 internal_count=2906 2479 427 is_linear=0 shrinkage=0.0224292 Tree=7635 num_leaves=4 num_cat=0 split_feature=1213 12 2 split_gain=3.55749 2.37904 0.453588 threshold=-1.0000000180025095e-35 0.092355000000000007 0.089185000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02399988187061463 0.0041996393749533494 -0.0031465947407779177 -0.0082759045858248892 leaf_weight=2.6848115541852158 98.396646244696967 28.612471330579865 1.4440778871285145 leaf_count=319 1744 735 108 internal_value=0 0.00254446 -0.0185638 internal_weight=0 127.009 4.12889 internal_count=2906 2479 427 is_linear=0 shrinkage=0.0224292 Tree=7636 num_leaves=4 num_cat=0 split_feature=403 123 12 split_gain=3.84983 2.92704 0.0579183 threshold=0.09389500000000002 1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1834612725598983e-06 -0.00038517737031674515 0.00025292941300519113 -0.00051875397100073245 leaf_weight=113.01303799742709 1.5930793018778779 9.3253436505037808 1.7846852918155489 leaf_count=2406 97 228 111 internal_value=0 1.63754e-05 -0.000458273 internal_weight=0 122.338 3.37776 internal_count=2842 2634 208 is_linear=0 shrinkage=0.000439788 Tree=7637 num_leaves=4 num_cat=0 split_feature=403 123 12 split_gain=3.83335 2.85264 0.0556405 threshold=0.09389500000000002 1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000170571504137404 -0.019737058643757795 0.012778475613418735 -0.0264731166156865 leaf_weight=112.4124789426005 1.5882281532685731 9.2447046574961842 1.7683360072915091 leaf_count=2406 97 228 111 internal_value=0 0.000815274 -0.0234155 internal_weight=0 121.657 3.35656 internal_count=2842 2634 208 is_linear=0 shrinkage=0.0224292 Tree=7638 num_leaves=4 num_cat=0 split_feature=403 123 12 split_gain=3.77441 3.05125 0.0572672 threshold=0.09389500000000002 1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4981850231934652e-06 -0.00038265203328967493 0.00025371128940798119 -0.00051447771966475308 leaf_weight=114.38692235540657 1.6351323883282014 9.4157905761967395 1.7828570688616308 leaf_count=2406 97 228 111 internal_value=0 1.33281e-05 -0.000453889 internal_weight=0 123.803 3.41799 internal_count=2842 2634 208 is_linear=0 shrinkage=0.000439788 Tree=7639 num_leaves=4 num_cat=0 split_feature=403 123 12 split_gain=3.7244 2.75111 0.057217 threshold=0.09389500000000002 1.0000000180025095e-35 0.089765000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016978697188126574 -0.019551583359149752 0.012586924904174906 -0.026400132092153011 leaf_weight=112.45024261015533 1.5682803227246034 9.1814002135361061 1.7338557165821837 leaf_count=2406 97 228 111 internal_value=0 0.000794981 -0.0232786 internal_weight=0 121.632 3.30214 internal_count=2842 2634 208 is_linear=0 shrinkage=0.0224292 Tree=7640 num_leaves=4 num_cat=0 split_feature=156 474 157 split_gain=2.64788 2.30034 1.42779 threshold=0.10533500000000001 0.089265000000000011 -0.055684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3174947604685074e-05 -8.3758229816906411e-05 -0.00034489949291892266 -0.00066568153007176523 leaf_weight=123.01447343559994 1.5743820492934903 3.355035978522209 1.6867891023794062 leaf_count=2580 63 143 92 internal_value=0 1.33522e-05 -0.000386871 internal_weight=0 126.37 3.26117 internal_count=2878 2723 155 is_linear=0 shrinkage=0.000439788 Tree=7641 num_leaves=4 num_cat=0 split_feature=156 474 157 split_gain=2.66473 2.21934 1.44389 threshold=0.10533500000000001 0.088995000000000005 -0.055684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.5003132456752659e-05 -8.2086507097283503e-05 -0.00031631522412919649 -0.00066691402579375071 leaf_weight=122.41773188843945 1.5769433097739241 3.7798838333692393 1.6878467727437954 leaf_count=2568 63 155 92 internal_value=0 1.47336e-05 -0.000386553 internal_weight=0 126.198 3.26479 internal_count=2878 2723 155 is_linear=0 shrinkage=0.000439788 Tree=7642 num_leaves=4 num_cat=0 split_feature=156 15 157 split_gain=2.58692 2.22054 1.42651 threshold=0.10533500000000001 -0.11532999999999999 -0.055684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013008670063126843 -7.9282786658284727e-05 3.7416004591780368e-05 -0.00066278859303144089 leaf_weight=17.790895176942286 1.565263137832517 108.92494718333182 1.6742857500721573 leaf_count=424 63 2299 92 internal_value=0 1.38826e-05 -0.000382971 internal_weight=0 126.716 3.23955 internal_count=2878 2723 155 is_linear=0 shrinkage=0.000439788 Tree=7643 num_leaves=4 num_cat=0 split_feature=156 11 157 split_gain=2.65465 2.24256 1.41902 threshold=0.10533500000000001 0.088315000000000018 -0.055684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.8354378020407525e-05 -8.2896747553686109e-05 -0.00027064639051148327 -0.00066698469847545501 leaf_weight=120.94997572955981 1.553546289826045 5.0353082918809369 1.6632555469477655 leaf_count=2646 63 77 92 internal_value=0 1.63649e-05 -0.000387054 internal_weight=0 125.985 3.2168 internal_count=2878 2723 155 is_linear=0 shrinkage=0.000439788 Tree=7644 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=2.41276 5.80448 3.26396 threshold=0.084175000000000014 -0.12877499999999997 0.10184000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02607066524718028 -0.0021485747840797992 0.0022005982229531726 0.012608117782646826 leaf_weight=6.0586672226199871 80.385247669102682 32.717221636368777 8.3017046810200537 leaf_count=51 1947 803 72 internal_value=0 0.00594125 -0.000764831 internal_weight=0 38.7759 88.687 internal_count=2873 854 2019 is_linear=0 shrinkage=0.0224292 Tree=7645 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=2.24941 5.60401 3.13729 threshold=0.084175000000000014 -0.12877499999999997 0.10184000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050040252027404395 -4.0642541728880933e-05 4.0758562504078227e-05 0.00024291007056783683 leaf_weight=6.052702850312925 81.289727606033921 33.114290631339827 8.3001524121573294 leaf_count=51 1947 803 72 internal_value=0 0.000111999 -1.43263e-05 internal_weight=0 39.167 89.5899 internal_count=2873 854 2019 is_linear=0 shrinkage=0.000439788 Tree=7646 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=2.34028 5.58202 3.14947 threshold=0.084175000000000014 -0.12877499999999997 0.10184000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00050116405958483513 -4.2906604233169899e-05 4.1377595723829404e-05 0.00024076121769315019 leaf_weight=6.020710306998807 81.378520011103319 33.096626793434552 8.3273628069146053 leaf_count=51 1947 803 72 internal_value=0 0.000112355 -1.65282e-05 internal_weight=0 39.1173 89.7059 internal_count=2873 854 2019 is_linear=0 shrinkage=0.000439788 Tree=7647 num_leaves=4 num_cat=0 split_feature=2 0 457 split_gain=2.30461 5.61482 3.12316 threshold=0.084175000000000014 -0.12877499999999997 0.10184000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025719546140848929 -0.0020996118845711927 0.0021463386589157174 0.012355673957956836 leaf_weight=5.998972389381378 80.425447287690986 32.746161300030508 8.275414139228813 leaf_count=51 1947 803 72 internal_value=0 0.00580709 -0.000748626 internal_weight=0 38.7451 88.7009 internal_count=2873 854 2019 is_linear=0 shrinkage=0.0224292 Tree=7648 num_leaves=4 num_cat=0 split_feature=42 133 0 split_gain=4.84113 5.15487 4.16032 threshold=-1.0000000180025095e-35 0.093800000000000008 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020880052136690644 3.5395856447302166e-05 -0.00035497554407579976 -0.00036724968049185616 leaf_weight=2.9998077317686684 97.096192559029078 6.9961119311628854 12.402134140789711 leaf_count=69 1721 340 687 internal_value=0 9.09845e-06 -0.000254934 internal_weight=0 104.092 15.4019 internal_count=2817 2061 756 is_linear=0 shrinkage=0.000439788 Tree=7649 num_leaves=4 num_cat=0 split_feature=42 133 0 split_gain=4.66814 5.13486 4.23421 threshold=-1.0000000180025095e-35 0.093800000000000008 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021685652748118999 3.5463565445949174e-05 -0.00035470455197000113 -0.00036477835124304795 leaf_weight=2.9984039761002341 96.910958438242233 6.9756863566508391 12.314127324554645 leaf_count=69 1721 340 687 internal_value=0 9.20455e-06 -0.000250758 internal_weight=0 103.887 15.3125 internal_count=2817 2061 756 is_linear=0 shrinkage=0.000439788 Tree=7650 num_leaves=4 num_cat=0 split_feature=42 133 0 split_gain=4.65376 5.16116 4.22815 threshold=-1.0000000180025095e-35 0.093800000000000008 -0.105195 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011014947947941882 0.0017765930071508712 -0.018256095162544436 -0.018701506277834852 leaf_weight=2.9858006278845997 96.225540905381422 6.9170831993978927 12.212461383440312 leaf_count=69 1721 340 687 internal_value=0 0.000430005 -0.012857 internal_weight=0 103.143 15.1983 internal_count=2817 2061 756 is_linear=0 shrinkage=0.0224292 Tree=7651 num_leaves=4 num_cat=0 split_feature=133 40 13 split_gain=4.1622 3.87668 3.80777 threshold=0.093800000000000008 -0.011009999999999997 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014549449196614865 0.00020680138784748425 -0.0004704517897052434 -4.718883794042642e-05 leaf_weight=25.819575667352183 2.123352949420223 6.9515897667661175 85.379409874733028 leaf_count=319 38 452 2008 internal_value=0 -0.000311887 -2.43191e-06 internal_weight=0 9.07494 111.199 internal_count=2817 490 2327 is_linear=0 shrinkage=0.000439788 Tree=7652 num_leaves=3 num_cat=0 split_feature=1374 401 split_gain=3.59325 2.98564 threshold=-0.095439999999999983 0.078330000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019684661836548493 0.0024855106237993635 -0.017060501878717264 leaf_weight=4.0231333174742749 115.07822640095947 4.0515369934219043 leaf_count=45 2487 258 internal_value=0 0.00181813 internal_weight=0 119.13 internal_count=2790 2745 is_linear=0 shrinkage=0.0224292 Tree=7653 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.23739 3.18225 threshold=-0.095439999999999983 0.095420000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036343820179008887 1.9899226334104101e-05 0.00038063079647368401 leaf_weight=4.065771348308771 115.60249472474243 4.9127625160908783 leaf_count=45 2687 58 internal_value=0 3.46623e-05 internal_weight=0 120.515 internal_count=2790 2745 is_linear=0 shrinkage=0.000439788 Tree=7654 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=3.42465 3.14166 threshold=-0.095439999999999983 0.095420000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01920240550301603 0.0010269492560409166 0.019469328922327011 leaf_weight=4.0282821753062299 114.28409113526686 4.8248036263103122 leaf_count=45 2687 58 internal_value=0 0.001777 internal_weight=0 119.109 internal_count=2790 2745 is_linear=0 shrinkage=0.0224292 Tree=7655 num_leaves=3 num_cat=0 split_feature=1374 401 split_gain=3.27053 2.87181 threshold=-0.095439999999999983 0.078330000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018753683479945531 0.0023896974809319059 -0.016863666748022022 leaf_weight=4.0325622339732936 115.05459552147659 4.015062875190778 leaf_count=45 2487 258 internal_value=0 0.00173787 internal_weight=0 119.07 internal_count=2790 2745 is_linear=0 shrinkage=0.0224292 Tree=7656 num_leaves=3 num_cat=0 split_feature=456 1213 split_gain=2.78742 2.85154 threshold=-0.030409999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041697050052821958 -0.00032858984436577918 2.5994097604480974e-05 leaf_weight=2.9746392488304982 4.5395195862547544 116.25868785403873 leaf_count=63 418 2337 internal_value=0 1.26192e-05 internal_weight=0 120.798 internal_count=2818 2755 is_linear=0 shrinkage=0.000439788 Tree=7657 num_leaves=3 num_cat=0 split_feature=456 1213 split_gain=2.82003 2.7097 threshold=-0.030409999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041954812503508824 -0.00032315408088165004 2.5916326579406754e-05 leaf_weight=2.9696861839329349 4.4482818790856973 115.57865498577303 leaf_count=63 418 2337 internal_value=0 1.29302e-05 internal_weight=0 120.027 internal_count=2818 2755 is_linear=0 shrinkage=0.000439788 Tree=7658 num_leaves=3 num_cat=0 split_feature=456 1213 split_gain=2.88176 2.72139 threshold=-0.030409999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042261825693056448 -0.00032274994325908027 2.7272075495529877e-05 leaf_weight=2.9741785913938648 4.4431815635380181 115.46266915524757 leaf_count=63 418 2337 internal_value=0 1.42525e-05 internal_weight=0 119.906 internal_count=2818 2755 is_linear=0 shrinkage=0.000439788 Tree=7659 num_leaves=3 num_cat=0 split_feature=456 1213 split_gain=2.77845 2.83853 threshold=-0.030409999999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041712175746942107 -0.0003281587260097509 2.4809726096163175e-05 leaf_weight=2.97927993844496 4.5610067819125097 116.36191961526492 leaf_count=63 418 2337 internal_value=0 1.14467e-05 internal_weight=0 120.923 internal_count=2818 2755 is_linear=0 shrinkage=0.000439788 Tree=7660 num_leaves=4 num_cat=0 split_feature=13 131 43 split_gain=3.98919 4.41401 2.08533 threshold=0.17850500000000002 0.08956500000000002 -0.43328499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019391096065375814 -0.0029317108882552048 -0.017174819122651376 -0.026878741154716376 leaf_weight=108.77033486954133 2.9883965411536337 7.8759627534491292 4.7186641990556373 leaf_count=2336 93 379 81 internal_value=0 -0.000981445 -0.0176235 internal_weight=0 116.646 7.70706 internal_count=2889 2715 174 is_linear=0 shrinkage=0.0224292 Tree=7661 num_leaves=4 num_cat=0 split_feature=131 13 2 split_gain=3.85229 4.23753 0.557553 threshold=0.092255000000000018 0.17850500000000002 0.10571000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.350870216709174e-05 -0.024485651837703959 -0.017187259851405262 -0.0089831976323403399 leaf_weight=110.90802179036109 4.0163323327869866 7.6866948167698856 1.6859730089781804 leaf_count=2407 254 172 56 internal_value=0 -0.00110394 -0.0199474 internal_weight=0 118.595 5.70231 internal_count=2889 2579 310 is_linear=0 shrinkage=0.0224292 Tree=7662 num_leaves=4 num_cat=0 split_feature=2 2 474 split_gain=3.82441 6.45484 5.58703 threshold=0.086610000000000006 0.086935000000000012 0.084145000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010348896473114742 0.032568500904550671 -0.00027391630542972933 0.012671793714262653 leaf_weight=38.506820569418778 3.1148184455669243 76.462056824981119 6.1336947524760026 leaf_count=1118 40 1637 94 internal_value=0 0.00101911 -0.00718174 internal_weight=0 79.5769 44.6405 internal_count=2889 1677 1212 is_linear=0 shrinkage=0.0224292 Tree=7663 num_leaves=4 num_cat=0 split_feature=131 13 2 split_gain=3.73441 4.03017 0.56204 threshold=0.092255000000000018 0.17850500000000002 0.10571000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.0812894078942644e-05 -0.024390129346840098 -0.016732515342102208 -0.0087764976149268537 leaf_weight=110.83034188270722 3.9213432240649118 7.678539546825049 1.6862408702945684 leaf_count=2407 254 172 56 internal_value=0 -0.00103915 -0.0197407 internal_weight=0 118.509 5.60758 internal_count=2889 2579 310 is_linear=0 shrinkage=0.0224292 Tree=7664 num_leaves=4 num_cat=0 split_feature=4 150 0 split_gain=3.68742 4.72482 2.88276 threshold=0.27510500000000004 -0.097334999999999991 -0.25838999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00038530790792317478 -0.00022159280956344371 -6.2286733408744034e-05 0.0002834787363282 leaf_weight=4.7424390699015921 2.6599219082854679 108.63510402558131 11.931585860755147 leaf_count=43 34 2500 289 internal_value=0 -4.35027e-05 0.000191239 internal_weight=0 113.378 14.5915 internal_count=2866 2543 323 is_linear=0 shrinkage=0.000439788 Tree=7665 num_leaves=4 num_cat=0 split_feature=133 403 2 split_gain=2.72213 4.23132 2.90759 threshold=-0.15835999999999997 0.11937500000000002 -0.13381999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1476996718178642e-05 0.00031551408107924805 0.00082992053523293821 -4.2954642149420514e-05 leaf_weight=4.281013455009087 4.5269513226739937 1.8154451476293614 117.35575780629006 leaf_count=201 71 31 2563 internal_value=0 0.000271092 -2.95931e-05 internal_weight=0 6.09646 121.883 internal_count=2866 232 2634 is_linear=0 shrinkage=0.000439788 Tree=7666 num_leaves=4 num_cat=0 split_feature=4 16 48 split_gain=3.47992 4.59617 3.03127 threshold=0.27510500000000004 -0.36241499999999999 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01758777961312909 0.014952642639554516 -0.00077618712754816128 -0.010120577534549539 leaf_weight=8.8651822138926928 11.327328876948739 103.37742938688461 3.0706766762305042 leaf_count=137 295 2406 28 internal_value=0 -0.00210677 0.00959893 internal_weight=0 112.243 14.398 internal_count=2866 2543 323 is_linear=0 shrinkage=0.0224292 Tree=7667 num_leaves=4 num_cat=0 split_feature=4 150 48 split_gain=3.3454 4.5414 2.92486 threshold=0.27510500000000004 -0.097334999999999991 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019487108236445932 0.014759590431148386 -0.003004158686605099 -0.0098937326917879157 leaf_weight=4.6954290933208531 11.219578602187537 107.52779891158571 3.0710628756787619 leaf_count=43 295 2500 28 internal_value=0 -0.00205997 0.00945545 internal_weight=0 112.223 14.2906 internal_count=2866 2543 323 is_linear=0 shrinkage=0.0224292 Tree=7668 num_leaves=4 num_cat=0 split_feature=50 50 43 split_gain=3.32077 5.5845 1.77105 threshold=0.10647500000000001 0.09524500000000001 -0.03361999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.118434620302573e-05 1.5144945131447649e-05 0.00057634307810115043 -0.00047843088812246924 leaf_weight=115.84635403810171 2.1746409978150041 3.4642900098551754 3.953504921119019 leaf_count=2500 162 83 154 internal_value=0 2.76838e-05 -0.000303777 internal_weight=0 119.311 6.12815 internal_count=2899 2583 316 is_linear=0 shrinkage=0.000439788 Tree=7669 num_leaves=4 num_cat=0 split_feature=50 50 43 split_gain=3.28428 5.5504 1.78342 threshold=0.10647500000000001 0.09524500000000001 -0.03361999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.1722323674439677e-05 1.7680811559552478e-05 0.00057562980657249198 -0.00047812266936171605 leaf_weight=115.43005775025995 2.1743282519582863 3.4586009784616172 3.9307293025049139 leaf_count=2500 162 83 154 internal_value=0 2.82168e-05 -0.000302037 internal_weight=0 118.889 6.10506 internal_count=2899 2583 316 is_linear=0 shrinkage=0.000439788 Tree=7670 num_leaves=4 num_cat=0 split_feature=50 50 43 split_gain=3.27402 5.69973 1.75116 threshold=0.10647500000000001 0.09524500000000001 -0.03361999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005870183724028679 0.00086475478391476028 0.029930282596166258 -0.024452558397489849 leaf_weight=114.41647463170921 2.1219299218264496 3.4109369547368251 3.8757596649811594 leaf_count=2500 162 83 154 internal_value=0 0.00144118 -0.0155212 internal_weight=0 117.827 5.99769 internal_count=2899 2583 316 is_linear=0 shrinkage=0.0224292 Tree=7671 num_leaves=4 num_cat=0 split_feature=50 50 0 split_gain=3.16369 5.35376 1.69939 threshold=0.10124500000000002 0.093020000000000019 -0.074694999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00064049000528666874 -0.025340037022855429 0.029920529757024195 -0.00231618014407327 leaf_weight=114.09286726665414 3.4532766853481007 3.2114423303864887 3.0192211790708816 leaf_count=2471 233 75 120 internal_value=0 0.00144683 -0.0146385 internal_weight=0 117.304 6.4725 internal_count=2899 2546 353 is_linear=0 shrinkage=0.0224292 Tree=7672 num_leaves=4 num_cat=0 split_feature=131 52 12 split_gain=3.61392 3.51671 2.70547 threshold=0.088815000000000019 0.13854000000000002 0.086665000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080091225212913797 0.012116298029126791 0.012044124236410296 -0.021852729498701737 leaf_weight=105.07103523802652 1.4434838944325736 11.921708126199517 6.1815930258235312 leaf_count=2182 103 283 301 internal_value=0 0.000509765 -0.0154079 internal_weight=0 116.993 7.62508 internal_count=2869 2465 404 is_linear=0 shrinkage=0.0224292 Tree=7673 num_leaves=4 num_cat=0 split_feature=131 52 12 split_gain=3.49897 3.36266 2.61591 threshold=0.088815000000000019 0.13854000000000002 0.086700000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00078294013236012089 0.011818988397506182 0.011780451452805825 -0.021672678833923691 leaf_weight=105.07256816565132 1.4390528262993019 11.915660364962603 6.0898634530894924 leaf_count=2182 104 283 300 internal_value=0 0.000498398 -0.0152575 internal_weight=0 116.988 7.52892 internal_count=2869 2465 404 is_linear=0 shrinkage=0.0224292 Tree=7674 num_leaves=4 num_cat=0 split_feature=131 52 12 split_gain=3.387 3.21526 2.51643 threshold=0.088815000000000019 0.13854000000000002 0.086765000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00076537154174707292 0.011397605000753732 0.011522231238548534 -0.02148945669429899 leaf_weight=105.07408353965002 1.4404301942413429 11.909942995782329 5.9949992214897065 leaf_count=2182 105 283 299 internal_value=0 0.000487284 -0.0151055 internal_weight=0 116.984 7.43543 internal_count=2869 2465 404 is_linear=0 shrinkage=0.0224292 Tree=7675 num_leaves=4 num_cat=0 split_feature=131 52 12 split_gain=3.27786 3.07425 2.39464 threshold=0.088815000000000019 0.13854000000000002 0.086835000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00074819707897612418 0.01071993352583204 0.01126936941534613 -0.021301006734204268 leaf_weight=105.07558102782787 1.4537932425118913 11.904544090259149 5.8910261993005406 leaf_count=2182 108 283 296 internal_value=0 0.000476416 -0.0149516 internal_weight=0 116.98 7.34482 internal_count=2869 2465 404 is_linear=0 shrinkage=0.0224292 Tree=7676 num_leaves=4 num_cat=0 split_feature=13 0 15 split_gain=2.93599 5.9523 3.21327 threshold=-0.091924999999999993 -0.084184999999999996 -0.095324999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.052972045827983e-05 0.00010195921829418571 0.00039555673514343515 -8.1030281956133139e-05 leaf_weight=18.306670279591348 25.661102257508901 10.422465169169298 66.930013029588736 leaf_count=331 425 105 1945 internal_value=0 0.000130582 -3.03052e-05 internal_weight=0 28.7291 92.5911 internal_count=2806 436 2370 is_linear=0 shrinkage=0.000439788 Tree=7677 num_leaves=4 num_cat=0 split_feature=13 0 15 split_gain=3.21355 5.804 3.2105 threshold=-0.091924999999999993 -0.084184999999999996 -0.095324999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0645192512221819e-05 0.00010233961134192603 0.00039782478693505419 -8.0001589646764922e-05 leaf_weight=18.485088523266317 25.816961835556867 10.558482717879086 67.380930076367804 leaf_count=331 425 105 1945 internal_value=0 0.000138014 -2.94802e-05 internal_weight=0 29.0436 93.1979 internal_count=2806 436 2370 is_linear=0 shrinkage=0.000439788 Tree=7678 num_leaves=4 num_cat=0 split_feature=50 50 48 split_gain=2.25664 3.03306 2.07545 threshold=0.10124500000000002 0.091130000000000017 0.10656000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053838102979634052 -0.020168392120532029 0.021862149580619151 0.010517881725754795 leaf_weight=110.44010039641216 4.6133235517991116 3.4417965295506283 1.4443802187306571 leaf_count=2367 302 106 31 internal_value=0 0.0011864 -0.0128416 internal_weight=0 113.882 6.0577 internal_count=2806 2473 333 is_linear=0 shrinkage=0.0224292 Tree=7679 num_leaves=4 num_cat=0 split_feature=3 47 0 split_gain=2.28106 3.62201 3.1831 threshold=0.14813000000000001 0.11926500000000002 -0.11772999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7653618200887497e-06 -5.2656473672205909e-05 -0.00041914072118152219 0.00043204890521338139 leaf_weight=107.1376929775397 4.9491992335824762 4.0266072238882762 5.5413302924534928 leaf_count=2562 81 90 73 internal_value=0 -1.06587e-05 0.000203695 internal_weight=0 111.164 10.4905 internal_count=2806 2652 154 is_linear=0 shrinkage=0.000439788 Tree=7680 num_leaves=4 num_cat=0 split_feature=43 3 403 split_gain=4.70045 4.08075 3.02795 threshold=-0.088794999999999985 -0.12817999999999996 0.092300000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.0027809840002863e-05 2.167212188157491e-05 -0.00032624074800390073 0.00033586676751243456 leaf_weight=7.2795810996103709 97.971280821619075 13.882412966828268 6.2960878220110308 leaf_count=105 2129 447 186 internal_value=0 -0.000186541 4.07025e-05 internal_weight=0 21.162 104.267 internal_count=2867 552 2315 is_linear=0 shrinkage=0.000439788 Tree=7681 num_leaves=4 num_cat=0 split_feature=43 3 42 split_gain=4.67338 4.10629 3.00863 threshold=-0.088794999999999985 -0.12817999999999996 0.092235000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1039155355648709e-05 6.5053644330496593e-05 -0.00032622270194616757 -0.0001822310834774692 leaf_weight=7.2866337361483628 94.134742821326654 13.911291747346693 10.567617322329168 leaf_count=105 1817 447 498 internal_value=0 -0.000186282 4.00665e-05 internal_weight=0 21.1979 104.702 internal_count=2867 552 2315 is_linear=0 shrinkage=0.000439788 Tree=7682 num_leaves=4 num_cat=0 split_feature=131 43 1 split_gain=5.4438 4.67553 0.828689 threshold=0.092255000000000018 -0.088794999999999985 0.11955500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001721306336297309 -0.00049636502337219147 6.1105290121602393e-05 -0.00012442714544383968 leaf_weight=19.936456417312002 4.5676687629165817 99.551134638422809 1.5711338027649615 leaf_count=472 263 2071 61 internal_value=0 2.21687e-05 -0.000401854 internal_weight=0 119.488 6.1388 internal_count=2867 2543 324 is_linear=0 shrinkage=0.000439788 Tree=7683 num_leaves=4 num_cat=0 split_feature=131 43 1 split_gain=5.41907 4.65751 0.830637 threshold=0.092255000000000018 -0.088794999999999985 0.11955500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088109152921956539 -0.025439328847538755 0.0031305497901209438 -0.0062204811847059492 leaf_weight=19.705065207082953 4.51170431459468 98.403377699507473 1.5278600507772351 leaf_count=472 263 2071 61 internal_value=0 0.00113715 -0.0206124 internal_weight=0 118.108 6.03956 internal_count=2867 2543 324 is_linear=0 shrinkage=0.0224292 Tree=7684 num_leaves=4 num_cat=0 split_feature=0 0 2 split_gain=2.13856 4.40905 2.15079 threshold=-0.077944999999999987 -0.082064999999999985 0.095175000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00037358474479867737 0.0099576213234026621 -0.02179838509634319 0.00031325552384064412 leaf_weight=78.132891573184679 23.082553207714227 4.7693418376038599 23.433784599856153 leaf_count=1540 441 320 548 internal_value=0 -0.000906687 0.00510115 internal_weight=0 82.9022 46.5163 internal_count=2849 1860 989 is_linear=0 shrinkage=0.0224292 Tree=7685 num_leaves=4 num_cat=0 split_feature=403 15 150 split_gain=2.30638 3.10419 2.31494 threshold=0.092300000000000007 0.088235000000000022 -0.20684999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017520300188547264 -0.005754006250718144 0.024863702028463313 -5.8879237247874731e-05 leaf_weight=3.8734093632083377 2.6263979990799262 4.5068822187749902 118.30600696208057 leaf_count=29 140 91 2589 internal_value=0 0.0136053 0.000501077 internal_weight=0 7.13328 122.179 internal_count=2849 231 2618 is_linear=0 shrinkage=0.0224292 Tree=7686 num_leaves=4 num_cat=0 split_feature=403 15 150 split_gain=2.19906 2.94909 2.21568 threshold=0.092300000000000007 0.088235000000000022 -0.20684999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01715108640250633 -0.005637304454588315 0.024200526396685771 -5.7558735804918873e-05 leaf_weight=3.8685121629387131 2.6210972622666295 4.5268231987138279 118.30616661995373 leaf_count=29 140 91 2589 internal_value=0 0.0132733 0.000489926 internal_weight=0 7.14792 122.175 internal_count=2849 231 2618 is_linear=0 shrinkage=0.0224292 Tree=7687 num_leaves=3 num_cat=0 split_feature=1213 403 split_gain=2.03988 3.50649 threshold=-0.080974999999999978 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035883557136710213 1.5076523280596908e-05 0.00035122141865092212 leaf_weight=2.6225659587435066 122.25281606564386 6.2931044451179323 leaf_count=295 2436 118 internal_value=0 3.15826e-05 internal_weight=0 128.546 internal_count=2849 2554 is_linear=0 shrinkage=0.000439788 Tree=7688 num_leaves=4 num_cat=0 split_feature=1456 1374 52 split_gain=3.00223 2.90482 0.463241 threshold=-1.0000000180025095e-35 -0.094679999999999986 0.062900000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051559341252987469 -0.00028495455775122105 4.5253581904550839e-05 -0.00018943343275033044 leaf_weight=2.0365128536941479 5.3678378652548409 118.54769951627168 1.4833175935164034 leaf_count=150 52 2497 111 internal_value=0 3.09078e-05 -0.000379907 internal_weight=0 123.916 3.51983 internal_count=2810 2549 261 is_linear=0 shrinkage=0.000439788 Tree=7689 num_leaves=4 num_cat=0 split_feature=1456 1374 52 split_gain=2.91113 2.88688 0.469189 threshold=-1.0000000180025095e-35 -0.094679999999999986 0.062900000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026296394975236261 -0.014408777581336841 0.0024023071894612833 -0.0093332254839820893 leaf_weight=1.9825512954485014 5.3556846317369482 117.14831354290436 1.4423828129492902 leaf_count=150 52 2497 111 internal_value=0 0.00166522 -0.0192438 internal_weight=0 122.504 3.42493 internal_count=2810 2549 261 is_linear=0 shrinkage=0.0224292 Tree=7690 num_leaves=4 num_cat=0 split_feature=1456 1374 52 split_gain=2.82533 2.68354 0.464305 threshold=-1.0000000180025095e-35 -0.094679999999999986 0.062900000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051353047916676182 -0.00027253963613626056 4.4564394728091944e-05 -0.00018219830603994768 leaf_weight=1.9557629203409299 5.3790480967145404 117.91484264100654 1.4494919053104238 leaf_count=150 52 2497 111 internal_value=0 3.06898e-05 -0.000374297 internal_weight=0 123.294 3.40525 internal_count=2810 2549 261 is_linear=0 shrinkage=0.000439788 Tree=7691 num_leaves=4 num_cat=0 split_feature=1456 1374 52 split_gain=2.81352 2.75403 0.469936 threshold=-1.0000000180025095e-35 -0.094679999999999986 0.062900000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026218653368822138 -0.014068073215365452 0.0023460128309139199 -0.0091591140506671279 leaf_weight=1.943646268169686 5.3595049510477102 117.16019571698052 1.4372692316555911 leaf_count=150 52 2497 111 internal_value=0 0.00162591 -0.0190586 internal_weight=0 122.52 3.38092 internal_count=2810 2549 261 is_linear=0 shrinkage=0.0224292 Tree=7692 num_leaves=4 num_cat=0 split_feature=0 130 12 split_gain=3.93186 2.89296 1.75429 threshold=0.062580000000000011 1.0000000180025095e-35 0.097955000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011546596362452122 0.0053903150764771932 -0.020543076579174001 0.021974275723677956 leaf_weight=108.55418844909582 7.9535735880854173 3.5843622313950609 5.3797952068853192 leaf_count=2342 138 330 47 internal_value=0 -0.000771794 0.0121035 internal_weight=0 112.139 13.3334 internal_count=2857 2672 185 is_linear=0 shrinkage=0.0224292 Tree=7693 num_leaves=4 num_cat=0 split_feature=0 457 12 split_gain=3.77336 2.81893 1.69796 threshold=0.062580000000000011 0.09037000000000002 0.097955000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020104436582590816 0.0052799993517758936 0.0093179310711388845 0.021635933810916094 leaf_weight=99.681920971981526 7.9382037569157529 12.408815792354288 5.3421010026358999 leaf_count=2541 138 131 47 internal_value=0 -0.000754982 0.0118809 internal_weight=0 112.091 13.2803 internal_count=2857 2672 185 is_linear=0 shrinkage=0.0224292 Tree=7694 num_leaves=4 num_cat=0 split_feature=0 130 12 split_gain=3.62086 2.80137 1.64315 threshold=0.062580000000000011 1.0000000180025095e-35 0.097955000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.669005192063638e-05 0.0051717031724100174 -0.020339174736801531 0.021300737250955101 leaf_weight=108.51101152477167 7.9232261782672122 3.532797049265354 5.3051830650074407 leaf_count=2342 138 330 47 internal_value=0 -0.000738302 0.0116615 internal_weight=0 112.044 13.2284 internal_count=2857 2672 185 is_linear=0 shrinkage=0.0224292 Tree=7695 num_leaves=4 num_cat=0 split_feature=0 457 12 split_gain=3.56171 2.80353 1.56237 threshold=0.062580000000000011 0.088020000000000001 0.097955000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.1255433742880531e-05 0.00010120661110780473 0.00017382995877731478 0.00040924598665170985 leaf_weight=100.23683677207009 7.9900689044807205 13.253963404211389 5.295610289031174 leaf_count=2526 138 146 47 internal_value=0 -1.61118e-05 0.000224401 internal_weight=0 113.491 13.2857 internal_count=2857 2672 185 is_linear=0 shrinkage=0.000439788 Tree=7696 num_leaves=4 num_cat=0 split_feature=1447 43 159 split_gain=3.22267 3.56673 0.31968 threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.080804999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022683946071126886 0.00014027695051891301 -1.6361260543577576e-05 -0.00050177621080123346 leaf_weight=1.4592542121863519 44.088951628167706 77.542299989832827 2.0132178248531991 leaf_count=114 1022 1580 156 internal_value=0 4.04301e-05 -0.00038811 internal_weight=0 121.631 3.47247 internal_count=2872 2602 270 is_linear=0 shrinkage=0.000439788 Tree=7697 num_leaves=4 num_cat=0 split_feature=1447 43 159 split_gain=3.21048 3.49262 0.318144 threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.080804999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022682735562264559 0.00013881044156704306 -1.6078006158514824e-05 -0.00050139181142221242 leaf_weight=1.4549568769070904 44.114452277070086 77.778360809090373 2.0121476880049149 leaf_count=114 1022 1580 156 internal_value=0 3.99909e-05 -0.000388045 internal_weight=0 121.893 3.4671 internal_count=2872 2602 270 is_linear=0 shrinkage=0.000439788 Tree=7698 num_leaves=4 num_cat=0 split_feature=1447 43 159 split_gain=3.24255 3.37266 0.319923 threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.080804999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022672963167896714 0.00013803600743117212 -1.3633190769692466e-05 -0.00050063444495413031 leaf_weight=1.4750074285329904 44.472392670282716 78.190014509011235 2.0222041992383302 leaf_count=114 1022 1580 156 internal_value=0 4.13688e-05 -0.000386969 internal_weight=0 122.662 3.49721 internal_count=2872 2602 270 is_linear=0 shrinkage=0.000439788 Tree=7699 num_leaves=4 num_cat=0 split_feature=1447 43 159 split_gain=3.45315 3.40494 0.289898 threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.080804999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00024391250889284691 0.00013938219866181819 -1.3480500233893199e-05 -0.00050405576885508929 leaf_weight=1.4824752674467165 44.111386936401686 77.984116919975349 2.0653123380834577 leaf_count=114 1022 1580 156 internal_value=0 4.17598e-05 -0.00039724 internal_weight=0 122.096 3.54779 internal_count=2872 2602 270 is_linear=0 shrinkage=0.000439788 Tree=7700 num_leaves=4 num_cat=0 split_feature=4 13 4 split_gain=2.28198 4.9984 4.27192 threshold=-0.0044499999999999991 -0.4706749999999999 -4.9999999999999989e-05 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043358232136303905 0.00039327081299853154 -6.5145134210535942e-05 4.5453075886346286e-05 leaf_weight=4.1463835701579219 7.6755505275214082 58.096077725851501 60.83516699627944 leaf_count=24 93 1780 975 internal_value=0 -3.17988e-05 8.45193e-05 internal_weight=0 62.2425 68.5107 internal_count=2872 1804 1068 is_linear=0 shrinkage=0.000439788 Tree=7701 num_leaves=4 num_cat=0 split_feature=15 16 15 split_gain=2.25737 5.5152 3.8939 threshold=0.088550000000000004 -0.24449499999999999 0.087685000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019669945139219212 0.011102025478016166 -0.014800252837603183 0.026273225426868854 leaf_weight=107.27543287496155 6.3215481644729179 11.878847615917037 3.4026089483595561 leaf_count=2137 54 613 68 internal_value=0 -0.0058014 0.00271865 internal_weight=0 18.2004 110.678 internal_count=2872 667 2205 is_linear=0 shrinkage=0.0224292 Tree=7702 num_leaves=4 num_cat=0 split_feature=15 16 15 split_gain=2.16216 5.29692 3.7035 threshold=0.088550000000000004 -0.24449499999999999 0.087685000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019230243425871953 0.010872281761990787 -0.014550928680659067 0.02558029845380053 leaf_weight=107.26770784046676 6.3108720226737232 11.812474778165777 3.416748213574464 leaf_count=2137 54 613 68 internal_value=0 -0.00569599 0.00265759 internal_weight=0 18.1233 110.684 internal_count=2872 667 2205 is_linear=0 shrinkage=0.0224292 Tree=7703 num_leaves=3 num_cat=0 split_feature=1429 14 split_gain=4.57168 2.5396 threshold=-1.0000000180025095e-35 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052792186171203136 5.1532968888347693e-05 -0.00033556405872434684 leaf_weight=2.7693346029773229 124.22212349595429 3.3479962476339997 leaf_count=132 2651 89 internal_value=0 4.13252e-05 internal_weight=0 127.57 internal_count=2872 2740 is_linear=0 shrinkage=0.000439788 Tree=7704 num_leaves=3 num_cat=0 split_feature=43 483 split_gain=2.74777 2.41029 threshold=-0.51323999999999992 0.09641000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00039486574919547621 2.3809905964729928e-05 -0.00034268920572724521 leaf_weight=3.7437382146599694 123.67050365968134 3.5517831095276042 leaf_count=40 2673 178 internal_value=0 1.35281e-05 internal_weight=0 127.222 internal_count=2891 2851 is_linear=0 shrinkage=0.000439788 Tree=7705 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=2.76051 2.46129 threshold=-0.51323999999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003955654010001921 2.9163422308748039e-05 -0.00023038676563019337 leaf_weight=3.7538611073687198 119.65690886465381 7.490977906407351 leaf_count=40 2508 343 internal_value=0 1.38396e-05 internal_weight=0 127.148 internal_count=2891 2851 is_linear=0 shrinkage=0.000439788 Tree=7706 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=2.75639 2.51412 threshold=-0.51323999999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020257218968363251 0.0015418405266293652 -0.011898017907616682 leaf_weight=3.7321681704488574 118.17337668770051 7.4239684229232799 leaf_count=40 2508 343 internal_value=0 0.000745733 internal_weight=0 125.597 internal_count=2891 2851 is_linear=0 shrinkage=0.0224292 Tree=7707 num_leaves=3 num_cat=0 split_feature=43 52 split_gain=2.65569 2.41061 threshold=-0.51323999999999992 0.18829500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019946400091823559 0.0015073331825517042 -0.011676369701547335 leaf_weight=3.7059083050407926 118.16799197999353 7.3959041852212968 leaf_count=40 2508 343 internal_value=0 0.000729136 internal_weight=0 125.564 internal_count=2891 2851 is_linear=0 shrinkage=0.0224292 Tree=7708 num_leaves=4 num_cat=0 split_feature=128 483 16 split_gain=2.54362 2.38454 0.462601 threshold=0.086435000000000012 0.088865000000000013 -0.0070549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022052858636828336 -0.025984178097570497 -0.012918176726733758 -0.0089247569399976863 leaf_weight=115.18442657247942 1.8119686007867133 5.4760958703118368 1.4719536839475029 leaf_count=2408 138 246 52 internal_value=0 0.00151698 -0.0184334 internal_weight=0 120.661 3.28392 internal_count=2844 2654 190 is_linear=0 shrinkage=0.0224292 Tree=7709 num_leaves=4 num_cat=0 split_feature=128 483 16 split_gain=2.44634 2.17323 0.478338 threshold=0.086435000000000012 0.088865000000000013 -0.0050499999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0297179874466976e-05 -0.00050350268626316713 -0.00024089555562790635 -0.00016383395435214224 leaf_weight=116.15275498257506 1.8420686120261964 5.5520418769629023 1.4552685872549762 leaf_count=2408 139 246 51 internal_value=0 2.74337e-05 -0.000355397 internal_weight=0 121.705 3.29734 internal_count=2844 2654 190 is_linear=0 shrinkage=0.000439788 Tree=7710 num_leaves=4 num_cat=0 split_feature=128 483 16 split_gain=2.4959 2.27697 0.484152 threshold=0.086435000000000012 0.088865000000000013 -0.0050499999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0490237309430197e-05 -0.00050685651398838687 -0.00024674342889537869 -0.00016612951562972278 leaf_weight=116.54288293584978 1.8523768025988832 5.575229070524073 1.4645847151041369 leaf_count=2408 139 246 51 internal_value=0 2.73402e-05 -0.000358222 internal_weight=0 122.118 3.31696 internal_count=2844 2654 190 is_linear=0 shrinkage=0.000439788 Tree=7711 num_leaves=4 num_cat=0 split_feature=483 12 16 split_gain=2.11364 2.97186 2.54923 threshold=0.088865000000000013 -1.0000000180025095e-35 -0.36241499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0066692977010454511 0.013514352631422637 -0.022994136327045053 0.0029001330735913379 leaf_weight=16.207629423570324 1.5526823959371538 3.9258712595656098 102.26406255596885 leaf_count=308 40 211 2285 internal_value=0 -0.0126362 0.00159011 internal_weight=0 5.47855 118.472 internal_count=2844 251 2593 is_linear=0 shrinkage=0.0224292 Tree=7712 num_leaves=4 num_cat=0 split_feature=484 456 2 split_gain=3.64051 2.82451 1.49143 threshold=-0.0048899999999999994 0.087410000000000002 0.11977500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041423706956798123 3.3642943648601121e-05 -0.00036058981399475552 7.1420121313107567e-05 leaf_weight=5.4071896635941803 114.3433749169908 3.6074283658235791 1.5723066109130739 leaf_count=421 2269 102 42 internal_value=0 2.15293e-05 -0.000304934 internal_weight=0 117.951 6.9795 internal_count=2834 2371 463 is_linear=0 shrinkage=0.000439788 Tree=7713 num_leaves=4 num_cat=0 split_feature=484 456 2 split_gain=3.65 2.84128 1.43475 threshold=-0.0048899999999999994 0.087410000000000002 0.11977500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.021150117727324631 0.0018348222026832962 -0.018551861982401854 0.003380145234008479 leaf_weight=5.2977207107178392 112.7203455431445 3.5283296913839868 1.5427640536072429 leaf_count=421 2269 102 42 internal_value=0 0.00121311 -0.0156237 internal_weight=0 116.249 6.84048 internal_count=2834 2371 463 is_linear=0 shrinkage=0.0224292 Tree=7714 num_leaves=4 num_cat=0 split_feature=484 456 2 split_gain=3.51829 2.72491 1.39504 threshold=-0.0048899999999999994 0.087410000000000002 0.11977500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020918567287000044 0.0017937595497061387 -0.018207902493651135 0.0033073366218728316 leaf_weight=5.237123360791883 112.71513503546703 3.5148651182971653 1.5417935842851873 leaf_count=421 2269 102 42 internal_value=0 0.00118601 -0.0154148 internal_weight=0 116.23 6.77892 internal_count=2834 2371 463 is_linear=0 shrinkage=0.0224292 Tree=7715 num_leaves=4 num_cat=0 split_feature=484 456 2 split_gain=3.64667 2.58594 1.36881 threshold=-0.0048899999999999994 0.087410000000000002 0.11977500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040832857496762962 3.6204149046916832e-05 -0.00034341968633813425 5.5834419632014115e-05 leaf_weight=5.3692846745034322 114.21883762953439 3.5602936867944655 1.5863591632296445 leaf_count=421 2269 102 42 internal_value=0 2.46749e-05 -0.000302605 internal_weight=0 117.779 6.95564 internal_count=2834 2371 463 is_linear=0 shrinkage=0.000439788 Tree=7716 num_leaves=4 num_cat=0 split_feature=4 454 150 split_gain=2.68415 4.87137 4.56933 threshold=0.0066400000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5854821106828863e-05 -0.00035383021000308222 0.00041264475410759548 0.00014096884702864557 leaf_weight=74.981438470180365 3.903911873465403 4.5341864603105924 45.320954694143438 leaf_count=1986 49 29 760 internal_value=0 -2.90471e-05 0.000101605 internal_weight=0 79.5156 49.2249 internal_count=2824 2015 809 is_linear=0 shrinkage=0.000439788 Tree=7717 num_leaves=4 num_cat=0 split_feature=4 454 150 split_gain=2.85352 5.04042 4.57154 threshold=0.0066400000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6500838684290437e-05 -0.00035066501365720954 0.00041833158308117414 0.00014397771537728399 leaf_weight=75.639750336977158 3.9064018807839593 4.5669535965425885 45.633617898656667 leaf_count=1986 49 29 760 internal_value=0 -2.93709e-05 0.000104853 internal_weight=0 80.2067 49.54 internal_count=2824 2015 809 is_linear=0 shrinkage=0.000439788 Tree=7718 num_leaves=4 num_cat=0 split_feature=4 454 150 split_gain=2.62081 4.86656 4.61234 threshold=0.0066400000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.255533893918908e-05 -0.00035343405357448552 0.00041617121038414479 0.00014268355557649299 leaf_weight=75.014826042362984 3.9201931966235852 4.5246138341026372 45.456690717550373 leaf_count=1986 49 29 760 internal_value=0 -2.57983e-05 0.000103174 internal_weight=0 79.5394 49.3769 internal_count=2824 2015 809 is_linear=0 shrinkage=0.000439788 Tree=7719 num_leaves=4 num_cat=0 split_feature=4 454 150 split_gain=2.46773 4.72163 4.59739 threshold=0.0066400000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026487121608683608 -0.018226883813286715 0.020987103821049482 0.0071445363479380828 leaf_weight=74.266365974246582 3.8866467649349934 4.4909647065214804 44.964597884110844 leaf_count=1986 49 29 760 internal_value=0 -0.00129617 0.00511963 internal_weight=0 78.7573 48.8512 internal_count=2824 2015 809 is_linear=0 shrinkage=0.0224292 Tree=7720 num_leaves=4 num_cat=0 split_feature=457 123 16 split_gain=2.83244 3.05554 1.66681 threshold=0.083585000000000007 1.0000000180025095e-35 0.0020050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030958448476960465 0.0029569879877215325 0.010699342740404556 0.017360104989857392 leaf_weight=95.077668316820564 12.579337586401381 8.8082751623296627 5.9438953081262289 leaf_count=2381 186 208 44 internal_value=0 -0.00192443 0.0075919 internal_weight=0 103.886 18.5232 internal_count=2819 2589 230 is_linear=0 shrinkage=0.0224292 Tree=7721 num_leaves=4 num_cat=0 split_feature=457 1 16 split_gain=2.71049 2.99669 1.60231 threshold=0.083585000000000007 0.13130500000000003 0.0020050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030645968728443599 0.002892016923023202 0.010395687480227095 0.017031201574774731 leaf_weight=94.70725754270461 12.573946897598946 9.1033502193167788 5.9233944368897928 leaf_count=2379 186 210 44 internal_value=0 -0.00188254 0.00743269 internal_weight=0 103.811 18.4973 internal_count=2819 2589 230 is_linear=0 shrinkage=0.0224292 Tree=7722 num_leaves=4 num_cat=0 split_feature=457 123 16 split_gain=2.52055 3.02823 1.57769 threshold=0.083585000000000007 1.0000000180025095e-35 0.0020050000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7467405866603174e-05 5.2616696357075917e-05 0.0002100536573942708 0.00032596548326422795 leaf_weight=96.509212756471243 12.788788951147582 8.9233378541248367 5.9873884987318879 leaf_count=2381 186 208 44 internal_value=0 -3.47917e-05 0.000140025 internal_weight=0 105.433 18.7762 internal_count=2819 2589 230 is_linear=0 shrinkage=0.000439788 Tree=7723 num_leaves=4 num_cat=0 split_feature=150 15 131 split_gain=2.38775 3.60689 2.98193 threshold=0.084800000000000014 -0.074569999999999984 0.10033500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0028695612901032232 0.013727258217248697 -0.0036026858413622676 0.01606447268051454 leaf_weight=93.587054489731599 13.228559727045651 11.095770698222621 4.3614164647806311 leaf_count=2280 141 200 198 internal_value=0 0.00582542 -0.00202351 internal_weight=0 24.3243 97.9485 internal_count=2819 341 2478 is_linear=0 shrinkage=0.0224292 Tree=7724 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=2.94763 2.39433 threshold=0.078275000000000025 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0205763158846813e-05 -0.00039926358821063619 0.00039153191278660577 leaf_weight=123.73055433298759 3.3088452916126689 3.2498588867456411 leaf_count=2804 82 32 internal_value=0 2.00226e-05 internal_weight=0 126.98 internal_count=2918 2836 is_linear=0 shrinkage=0.000439788 Tree=7725 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=2.66946 2.41322 threshold=0.078275000000000025 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00053180487480387634 -0.019648719415530012 0.020123753981085759 leaf_weight=122.23730068940313 3.1992640348034902 3.2277386203277265 leaf_count=2804 82 32 internal_value=0 0.00103882 internal_weight=0 125.465 internal_count=2918 2836 is_linear=0 shrinkage=0.0224292 Tree=7726 num_leaves=3 num_cat=0 split_feature=14 1186 split_gain=2.56884 2.40955 threshold=0.078275000000000025 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039419234306596 -0.019347858200812022 0.016559964222181284 leaf_weight=120.63503022049372 3.1766947782452908 4.8048795452486948 leaf_count=2771 82 65 internal_value=0 0.00101584 internal_weight=0 125.44 internal_count=2918 2836 is_linear=0 shrinkage=0.0224292 Tree=7727 num_leaves=3 num_cat=0 split_feature=14 0 split_gain=2.47156 2.32849 threshold=0.078275000000000025 0.18635500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00049697930991022383 -0.019048157603692148 0.019814191045405893 leaf_weight=122.23037985218252 3.154854442967916 3.2028517756189094 leaf_count=2804 82 32 internal_value=0 0.000993171 internal_weight=0 125.433 internal_count=2918 2836 is_linear=0 shrinkage=0.0224292 Tree=7728 num_leaves=4 num_cat=0 split_feature=4 457 48 split_gain=3.02522 4.0996 3.85794 threshold=0.27058000000000004 0.069705000000000003 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1176155430639101e-05 0.00027464955596062044 0.00015028595188769684 -0.00023849894999289993 leaf_weight=87.483826298644999 13.6412443187146 19.81245411625423 3.5595810806844375 leaf_count=2294 304 191 31 internal_value=0 -3.02633e-05 0.000168311 internal_weight=0 107.296 17.2008 internal_count=2820 2485 335 is_linear=0 shrinkage=0.000439788 Tree=7729 num_leaves=4 num_cat=0 split_feature=4 16 48 split_gain=2.85037 3.99717 3.88118 threshold=0.27058000000000004 -0.19424999999999998 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012280291413761706 0.013861991294661959 0.0002345492785780358 -0.012439769076053092 leaf_weight=14.906270438310456 13.467738559134888 91.839892808102377 3.5533884286414823 leaf_count=166 304 2319 31 internal_value=0 -0.00151493 0.00836336 internal_weight=0 106.746 17.0211 internal_count=2820 2485 335 is_linear=0 shrinkage=0.0224292 Tree=7730 num_leaves=4 num_cat=0 split_feature=4 457 48 split_gain=2.95044 4.07816 3.75856 threshold=0.27058000000000004 0.069705000000000003 0.12011000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.1035139002826637e-05 0.0002713240210942021 0.00014929795532812298 -0.00023437520833222719 leaf_weight=88.041034137209863 13.589883906577599 19.905238450086472 3.5773950677830717 leaf_count=2294 304 191 31 internal_value=0 -3.03866e-05 0.000165801 internal_weight=0 107.946 17.1673 internal_count=2820 2485 335 is_linear=0 shrinkage=0.000439788 Tree=7731 num_leaves=4 num_cat=0 split_feature=457 13 457 split_gain=2.77142 4.13132 1.63111 threshold=0.069705000000000003 -0.091624999999999984 0.086205000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059895919606922643 0.016515258266775957 -0.004299251459151705 0.0030203777948870406 leaf_weight=26.387071911121893 6.5963426166563321 76.528376560481775 14.165725050937906 leaf_count=392 68 2202 158 internal_value=0 -0.00166062 0.00731909 internal_weight=0 102.915 20.7621 internal_count=2820 2594 226 is_linear=0 shrinkage=0.0224292 Tree=7732 num_leaves=4 num_cat=0 split_feature=1456 16 13 split_gain=3.13511 1.92234 0.076025 threshold=-1.0000000180025095e-35 -0.082914999999999975 -0.069784999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037398393263381017 6.7694443372377569e-05 -4.4973973522925026e-05 -0.00053248578103119476 leaf_weight=1.4868592223683665 51.912151074171561 67.160369857789192 1.4420016895510332 leaf_count=180 953 1579 82 internal_value=0 4.14915e-06 -0.000454964 internal_weight=0 119.073 2.92886 internal_count=2794 2532 262 is_linear=0 shrinkage=0.000439788 Tree=7733 num_leaves=4 num_cat=0 split_feature=1456 16 13 split_gain=3.10144 1.8994 0.0738932 threshold=-1.0000000180025095e-35 -0.082914999999999975 -0.07298499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01904080068629348 0.0034462278827912108 -0.0022841544536241214 -0.02707424876893948 leaf_weight=1.4545951548643645 51.597241141236736 66.684122021721123 1.4437332403267635 leaf_count=175 953 1579 87 internal_value=0 0.000215732 -0.0231935 internal_weight=0 118.281 2.89833 internal_count=2794 2532 262 is_linear=0 shrinkage=0.0224292 Tree=7734 num_leaves=4 num_cat=0 split_feature=1456 16 52 split_gain=3.13339 1.96141 0.0790054 threshold=-1.0000000180025095e-35 -0.082914999999999975 -0.044219999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052714820719755768 6.9216207686957621e-05 -4.42044656788451e-05 -0.00036717007315420556 leaf_weight=1.5092115877923791 52.211266832291585 67.712892428000487 1.4471143825012394 leaf_count=96 953 1579 166 internal_value=0 5.17854e-06 -0.000451698 internal_weight=0 119.924 2.95633 internal_count=2794 2532 262 is_linear=0 shrinkage=0.000439788 Tree=7735 num_leaves=3 num_cat=0 split_feature=1456 52 split_gain=3.01623 1.78122 threshold=-1.0000000180025095e-35 -0.0061599999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023053130435590517 -0.0031640941360921845 0.002454915635021729 leaf_weight=2.8523560906487537 47.219015194632448 71.076699908473529 leaf_count=262 949 1583 internal_value=0 0.000211878 internal_weight=0 118.296 internal_count=2794 2532 is_linear=0 shrinkage=0.0224292 Tree=7736 num_leaves=4 num_cat=0 split_feature=403 3 1 split_gain=3.45234 2.62144 2.47281 threshold=0.087260000000000018 -0.073054999999999981 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014993419356631322 -0.02733203230792516 0.0054800485947406651 0.005421675836522674 leaf_weight=76.453496581347281 3.8866503252647817 1.7764091027056554 39.307101474812953 leaf_count=1912 179 57 696 internal_value=0 -0.0170556 0.000851231 internal_weight=0 5.66306 115.761 internal_count=2844 236 2608 is_linear=0 shrinkage=0.0224292 Tree=7737 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.48436 4.04734 3.0934 threshold=0.091870000000000021 -0.083504999999999982 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2936979668329119e-05 0.00015666024449931354 -0.00013972159792908541 -7.2424157249730852e-05 leaf_weight=23.837804635382781 36.323260464338091 46.690720338548999 16.598426236480009 leaf_count=460 720 1428 236 internal_value=0 -6.44636e-05 8.48097e-05 internal_weight=0 70.5285 52.9217 internal_count=2844 1888 956 is_linear=0 shrinkage=0.000439788 Tree=7738 num_leaves=4 num_cat=0 split_feature=1 4 3 split_gain=3.45132 3.90259 3.10047 threshold=0.091870000000000021 -0.083504999999999982 0.10661500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1345332036734467e-05 0.00015687612690782485 -0.00013819324157534816 -7.3099671388370164e-05 leaf_weight=23.631526672666951 36.214158644572308 46.354230123419256 16.488824689775356 leaf_count=460 720 1428 236 internal_value=0 -6.40614e-05 8.49247e-05 internal_weight=0 69.9858 52.703 internal_count=2844 1888 956 is_linear=0 shrinkage=0.000439788 Tree=7739 num_leaves=4 num_cat=0 split_feature=403 3 1 split_gain=3.33946 2.59474 2.37496 threshold=0.087260000000000018 -0.072894999999999988 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0014705150231789949 -0.027160279803648234 0.0056367867001052337 0.0053136692666864715 leaf_weight=76.475405270146439 3.8425257832532225 1.7612905309360929 39.275329924261314 leaf_count=1912 180 56 696 internal_value=0 -0.016868 0.00083192 internal_weight=0 5.60382 115.751 internal_count=2844 236 2608 is_linear=0 shrinkage=0.0224292 Tree=7740 num_leaves=4 num_cat=0 split_feature=403 133 403 split_gain=3.22933 2.62169 2.56098 threshold=0.092300000000000007 -0.16865999999999998 0.09389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040863601383525199 0.00068992382069190251 3.6562826439045311e-06 0.00012554345885177495 leaf_weight=3.0429562868303028 2.1734104705974451 115.5903969397641 5.3893118227133527 leaf_count=162 5 2501 218 internal_value=0 -6.9831e-06 0.000289067 internal_weight=0 118.633 7.56272 internal_count=2886 2663 223 is_linear=0 shrinkage=0.000439788 Tree=7741 num_leaves=4 num_cat=0 split_feature=403 133 403 split_gain=3.18032 2.58164 2.57846 threshold=0.092300000000000007 -0.10210999999999999 0.09389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030843138477827664 0.00068505992016827341 6.1974513649014003e-06 0.00012146078137455018 leaf_weight=5.2592687178803308 2.1938193999230853 113.65404252403641 5.4432385760701436 leaf_count=239 5 2424 218 internal_value=0 -7.76515e-06 0.000284665 internal_weight=0 118.913 7.63706 internal_count=2886 2663 223 is_linear=0 shrinkage=0.000439788 Tree=7742 num_leaves=4 num_cat=0 split_feature=403 403 133 split_gain=3.42463 2.54709 2.54308 threshold=0.092300000000000007 0.09389500000000002 -0.16865999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020812899928310084 0.035451206422165871 0.0067747310144474727 0.00014838179208784573 leaf_weight=2.9688820410065082 2.1933396635577074 5.3121136662703066 114.11021145030827 leaf_count=162 5 218 2501 internal_value=0 0.0152236 -0.000386459 internal_weight=0 7.50545 117.079 internal_count=2886 223 2663 is_linear=0 shrinkage=0.0224292 Tree=7743 num_leaves=4 num_cat=0 split_feature=403 403 133 split_gain=3.27725 2.48084 2.46025 threshold=0.092300000000000007 0.09389500000000002 -0.16865999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020588654855762376 0.034989061827084236 0.006606393551329936 0.00014505456889139586 leaf_weight=2.9345020979671963 2.1729476265609255 5.325620131836331 114.11003940935916 leaf_count=162 5 218 2501 internal_value=0 0.0148991 -0.000378047 internal_weight=0 7.49857 117.045 internal_count=2886 223 2663 is_linear=0 shrinkage=0.0224292 Tree=7744 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.58451 3.93937 threshold=0.086895000000000014 -0.085014999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012393717182261036 0.013973229371357638 0.00061771208362167845 leaf_weight=13.215023649558132 8.7761522607470379 101.35917825686738 leaf_count=142 103 2578 internal_value=0 -0.000884845 internal_weight=0 114.574 internal_count=2823 2720 is_linear=0 shrinkage=0.0224292 Tree=7745 num_leaves=3 num_cat=0 split_feature=151 13 split_gain=3.39846 3.68821 threshold=0.086895000000000014 -0.10081 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014555975531465085 0.00026700193338239205 -5.4131692263696725e-05 leaf_weight=22.068693486409757 8.8002066129120049 94.087105720735053 leaf_count=293 103 2427 internal_value=0 -1.61742e-05 internal_weight=0 116.156 internal_count=2823 2720 is_linear=0 shrinkage=0.000439788 Tree=7746 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=3.43359 3.76073 threshold=0.086895000000000014 -0.085014999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.012106885252305383 0.013700406347433138 0.00060406391709796545 leaf_weight=13.219331115651583 8.7469455471436941 101.38723659202151 leaf_count=142 103 2578 internal_value=0 -0.000863857 internal_weight=0 114.607 internal_count=2823 2720 is_linear=0 shrinkage=0.0224292 Tree=7747 num_leaves=3 num_cat=0 split_feature=151 13 split_gain=3.29214 3.60356 threshold=0.086895000000000014 -0.10081 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0073533081456167897 0.013438390649984438 -0.0027732278737929495 leaf_weight=21.818860969364323 8.7181788681482413 92.791529171288857 leaf_count=293 103 2427 internal_value=0 -0.000844493 internal_weight=0 114.61 internal_count=2823 2720 is_linear=0 shrinkage=0.0224292 Tree=7748 num_leaves=4 num_cat=0 split_feature=133 123 50 split_gain=2.9639 3.84453 3.61727 threshold=0.093800000000000008 0.080635000000000012 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.0359713553004834e-05 -0.00034866975234841883 0.00041468321839673451 -0.00036727750006316633 leaf_weight=110.28197420298602 8.1151039498654409 1.4968535713560402 4.3584592036750101 leaf_count=2076 460 37 243 internal_value=0 -0.000229208 2.48034e-05 internal_weight=0 9.61196 114.64 internal_count=2816 497 2319 is_linear=0 shrinkage=0.000439788 Tree=7749 num_leaves=4 num_cat=0 split_feature=133 123 50 split_gain=3.10204 3.84731 3.43466 threshold=0.093800000000000008 0.080635000000000012 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020278250646679984 -0.018249540035917174 0.021167439100823866 -0.018517412893077883 leaf_weight=108.71111265434956 7.973481859531601 1.4591578871186355 4.2345725138093249 leaf_count=2076 460 37 243 internal_value=0 -0.0121216 0.00125454 internal_weight=0 9.43264 112.946 internal_count=2816 497 2319 is_linear=0 shrinkage=0.0224292 Tree=7750 num_leaves=4 num_cat=0 split_feature=133 50 40 split_gain=2.98507 3.31042 3.14732 threshold=0.093800000000000008 0.10647500000000001 -0.011009999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0019825520469247213 0.012024839485680965 -0.01828168583528875 -0.018966021181789864 leaf_weight=108.70018533349321 2.1184455791662913 4.1936831328785038 7.2416003569815057 leaf_count=2076 38 243 459 internal_value=0 0.00122683 -0.0119417 internal_weight=0 112.894 9.36005 internal_count=2816 2319 497 is_linear=0 shrinkage=0.0224292 Tree=7751 num_leaves=4 num_cat=0 split_feature=133 123 50 split_gain=2.86161 3.67975 3.18534 threshold=0.093800000000000008 0.080635000000000012 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.7639596136122688e-05 -0.00034684092074180616 0.00041237388065410834 -0.00035137337295102069 leaf_weight=109.6340511519029 7.9348994368629047 1.4449856445717157 4.2090919608981485 leaf_count=2076 460 37 243 internal_value=0 -0.000229283 2.32002e-05 internal_weight=0 9.37989 113.843 internal_count=2816 497 2319 is_linear=0 shrinkage=0.000439788 Tree=7752 num_leaves=4 num_cat=0 split_feature=128 151 2 split_gain=2.57934 2.0655 0.365245 threshold=1.0000000180025095e-35 -0.016239999999999994 0.079085000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010575386799448591 -0.00049497345913923001 -3.6266621541318631e-05 -0.00020546925919434582 leaf_weight=25.296665645531903 2.1785011246829522 90.998611998182241 1.4371949774376842 leaf_count=457 109 2157 110 internal_value=0 -5.36189e-06 -0.000381583 internal_weight=0 116.295 3.6157 internal_count=2833 2614 219 is_linear=0 shrinkage=0.000439788 Tree=7753 num_leaves=4 num_cat=0 split_feature=128 151 15 split_gain=2.57291 2.01317 0.196686 threshold=1.0000000180025095e-35 -0.016239999999999994 -0.017044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0053271421434638285 -0.013693543693999045 -0.0018490238793802832 -0.024566953153608649 leaf_weight=25.123598068290448 1.6727819996940527 90.272935722012335 1.8966101409750979 leaf_count=457 93 2157 126 internal_value=0 -0.000286039 -0.0195711 internal_weight=0 115.397 3.56939 internal_count=2833 2614 219 is_linear=0 shrinkage=0.0224292 Tree=7754 num_leaves=4 num_cat=0 split_feature=128 151 15 split_gain=2.50313 1.95826 0.210258 threshold=1.0000000180025095e-35 -0.016239999999999994 -0.017044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010227131629641049 -0.00026095159424228194 -3.6002329911053986e-05 -0.00048033886746947843 leaf_weight=25.299423930686316 1.6933713202924994 91.028856367021945 1.8842624071621674 leaf_count=457 93 2157 126 internal_value=0 -5.91831e-06 -0.000378435 internal_weight=0 116.328 3.57763 internal_count=2833 2614 219 is_linear=0 shrinkage=0.000439788 Tree=7755 num_leaves=4 num_cat=0 split_feature=128 151 15 split_gain=2.4951 1.9327 0.211669 threshold=1.0000000180025095e-35 -0.016239999999999994 -0.017044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010201756237678096 -0.00025959381893639994 -3.520089950597993e-05 -0.00047962145989680532 leaf_weight=25.347291310601577 1.6952325695219772 91.323627345629575 1.882216469006379 leaf_count=457 93 2157 126 internal_value=0 -5.37774e-06 -0.000377289 internal_weight=0 116.671 3.57745 internal_count=2833 2614 219 is_linear=0 shrinkage=0.000439788 Tree=7756 num_leaves=4 num_cat=0 split_feature=4 34 403 split_gain=3.31842 4.76415 4.44765 threshold=-0.0040349999999999995 -1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001117122442549525 -0.0003506888903899485 0.00011692107955635924 0.00018477544807493277 leaf_weight=49.836801681884026 4.4889402116677948 64.767870032152132 12.157841530091899 leaf_count=1554 91 968 265 internal_value=0 8.65242e-05 -5.35287e-05 internal_weight=0 69.2568 61.9946 internal_count=2878 1059 1819 is_linear=0 shrinkage=0.000439788 Tree=7757 num_leaves=4 num_cat=0 split_feature=4 34 403 split_gain=3.21685 4.75173 4.54275 threshold=-0.0040349999999999995 -1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010930612700808128 -0.0003512263633418463 0.00011772239523832527 0.000190519834247671 leaf_weight=49.833153631640016 4.4495123170490833 64.658958359284952 12.139209869075783 leaf_count=1554 91 968 265 internal_value=0 8.74407e-05 -5.05353e-05 internal_weight=0 69.1085 61.9724 internal_count=2878 1059 1819 is_linear=0 shrinkage=0.000439788 Tree=7758 num_leaves=3 num_cat=0 split_feature=456 4 split_gain=3.13448 3.45148 threshold=-1.0000000180025095e-35 -0.084284999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020658075015328164 -0.0054888462261889438 0.0036160830962956511 leaf_weight=3.2163289007876292 26.509488112838881 99.509154645647868 leaf_count=62 591 2225 internal_value=0 0.00170021 internal_weight=0 126.019 internal_count=2878 2816 is_linear=0 shrinkage=0.0224292 Tree=7759 num_leaves=4 num_cat=0 split_feature=4 34 403 split_gain=3.22571 4.63066 4.54163 threshold=-0.0040349999999999995 -1.0000000180025095e-35 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011152638146793279 -0.00034800834335518008 0.00011573448322990535 0.00018899852961288668 leaf_weight=49.555929998965439 4.4334111652278798 64.550542561431939 12.081792694105387 leaf_count=1554 91 968 265 internal_value=0 8.58429e-05 -5.25793e-05 internal_weight=0 68.984 61.6377 internal_count=2878 1059 1819 is_linear=0 shrinkage=0.000439788 Tree=7760 num_leaves=4 num_cat=0 split_feature=4 150 151 split_gain=4.07886 4.2734 3.95921 threshold=0.13736000000000001 -0.094019999999999979 -0.0008699999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003953432108383156 -0.00015388084549977779 -5.9429122335952305e-05 0.00024045656527779555 leaf_weight=4.1672781225061035 6.3340950022684437 88.134446609898077 21.935162505167682 leaf_count=45 110 2355 350 internal_value=0 -3.88194e-05 0.000152056 internal_weight=0 92.3017 28.2693 internal_count=2860 2400 460 is_linear=0 shrinkage=0.000439788 Tree=7761 num_leaves=4 num_cat=0 split_feature=16 48 2 split_gain=3.72355 6.0945 4.45027 threshold=-0.082799999999999985 0.08790000000000002 0.10519500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090819962785482454 -0.0069598227735719175 -0.0084154911106461127 0.0058713838863379327 leaf_weight=40.056411293002384 47.018803348935762 13.333478943011867 19.111082198225631 leaf_count=860 1407 182 411 internal_value=0 0.00471076 -0.00325107 internal_weight=0 53.3899 66.1299 internal_count=2860 1042 1818 is_linear=0 shrinkage=0.0224292 Tree=7762 num_leaves=4 num_cat=0 split_feature=4 150 151 split_gain=4.08797 4.1971 3.84987 threshold=0.13736000000000001 -0.094019999999999979 -0.0008699999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039095133923102701 -0.00014857917722860611 -5.9588272320218126e-05 0.00023841453444326847 leaf_weight=4.1682701073586932 6.4069114662270321 89.043406423463239 22.010478692689503 leaf_count=45 110 2355 350 internal_value=0 -3.9365e-05 0.000151123 internal_weight=0 93.2117 28.4174 internal_count=2860 2400 460 is_linear=0 shrinkage=0.000439788 Tree=7763 num_leaves=4 num_cat=0 split_feature=4 150 151 split_gain=3.59987 4.13859 3.90205 threshold=0.13736000000000001 -0.094019999999999979 -0.0008699999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.020029946698325397 -0.0082101662715846624 -0.0028898626145782728 0.011860133946872738 leaf_weight=4.1324997422052538 6.2731710083753596 87.433348364598714 21.639210564382665 leaf_count=45 110 2355 350 internal_value=0 -0.0018515 0.0073469 internal_weight=0 91.5658 27.9124 internal_count=2860 2400 460 is_linear=0 shrinkage=0.0224292 Tree=7764 num_leaves=3 num_cat=0 split_feature=1429 160 split_gain=3.71371 3.29826 threshold=-1.0000000180025095e-35 -0.10117499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052635835902499343 -0.00026663893386449336 2.4694783450828763e-05 leaf_weight=2.5898633574288388 8.0641176492172217 107.10680623152803 leaf_count=134 357 2304 internal_value=0 4.25516e-06 internal_weight=0 115.171 internal_count=2795 2661 is_linear=0 shrinkage=0.000439788 Tree=7765 num_leaves=4 num_cat=0 split_feature=160 34 158 split_gain=2.92528 2.47439 1.97894 threshold=-0.10117499999999999 -1.0000000180025095e-35 0.083550000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018820350816935293 -0.014528034191209864 0.0013297462376184841 0.0088617975830230979 leaf_weight=6.5407071461577271 5.1803984938305794 103.18545817378981 1.6077968087993211 leaf_count=268 122 2301 104 internal_value=0 0.000569244 -0.0133504 internal_weight=0 108.366 8.1485 internal_count=2795 2423 372 is_linear=0 shrinkage=0.0224292 Tree=7766 num_leaves=4 num_cat=0 split_feature=160 4 158 split_gain=2.81313 2.46974 1.90598 threshold=-0.10117499999999999 -0.4945199999999999 0.083550000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018527028754215982 -0.013390425206132699 0.0013782202032247336 0.0086931988665695011 leaf_weight=6.4960472194725281 6.0129717481904654 102.34378748660311 1.602647254900148 leaf_count=268 124 2299 104 internal_value=0 0.000556459 -0.0131327 internal_weight=0 108.357 8.09869 internal_count=2795 2423 372 is_linear=0 shrinkage=0.0224292 Tree=7767 num_leaves=4 num_cat=0 split_feature=160 34 158 split_gain=2.70486 2.36659 1.83539 threshold=-0.10117499999999999 -1.0000000180025095e-35 0.083550000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018235311298110034 -0.014225674108327875 0.0012875965945261317 0.0085268833652567076 leaf_weight=6.452734993572447 5.1770606795689664 103.17043125366763 1.5976886394746541 leaf_count=268 122 2301 104 internal_value=0 0.000543966 -0.0129165 internal_weight=0 108.347 8.05042 internal_count=2795 2423 372 is_linear=0 shrinkage=0.0224292 Tree=7768 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=2.2467 5.45887 3.71953 threshold=0.084030000000000007 0.083995000000000014 0.029300000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.134943533381102e-05 -2.4185703240845402e-05 0.00039347985630073552 -0.00019606368094263153 leaf_weight=75.243456143505682 19.352578102632837 8.7863518374942924 21.481372904268937 leaf_count=1159 608 313 757 internal_value=0 0.000106408 -3.4744e-05 internal_weight=0 28.1389 96.7248 internal_count=2837 921 1916 is_linear=0 shrinkage=0.000439788 Tree=7769 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=2.26866 5.21706 3.74829 threshold=0.084030000000000007 0.083995000000000014 0.029300000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.2421449363656152e-05 -2.0513667693601378e-05 0.00038551721212581381 -0.00019509017204163349 leaf_weight=75.503030852029042 19.398431122903279 8.9217200159255281 21.647523551526319 leaf_count=1159 608 313 757 internal_value=0 0.000107572 -3.38465e-05 internal_weight=0 28.3202 97.1506 internal_count=2837 921 1916 is_linear=0 shrinkage=0.000439788 Tree=7770 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=2.33378 5.34888 3.74407 threshold=0.084030000000000007 0.083995000000000014 0.029300000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.7402383394056619e-06 -2.2806785912655577e-05 0.00038926426843325642 -0.00019834006488677011 leaf_weight=75.88648603726142 19.486601430302475 8.8437174366772506 21.700908438473562 leaf_count=1159 608 313 757 internal_value=0 0.000106003 -3.73388e-05 internal_weight=0 28.3303 97.5874 internal_count=2837 921 1916 is_linear=0 shrinkage=0.000439788 Tree=7771 num_leaves=4 num_cat=0 split_feature=133 15 15 split_gain=2.33681 5.53523 3.61817 threshold=0.084030000000000007 0.083995000000000014 0.029300000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004833991943608496 -0.0012115278623679017 0.020279366000814793 -0.0099870910766648672 leaf_weight=74.81543450058598 19.242356165837922 8.7598059428491961 21.318470867152428 leaf_count=1159 608 313 757 internal_value=0 0.00552062 -0.00184004 internal_weight=0 28.0022 96.1339 internal_count=2837 921 1916 is_linear=0 shrinkage=0.0224292 Tree=7772 num_leaves=4 num_cat=0 split_feature=15 0 15 split_gain=2.07633 3.97223 3.74472 threshold=-0.11532999999999999 -0.19894999999999999 -0.100755 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029694928019244018 0.015868903573458708 -0.0014344833808648963 0.00078830252800499612 leaf_weight=2.9924397828872342 9.0220507540907402 14.804406453375121 98.870560355966518 leaf_count=48 75 389 2305 internal_value=0 -0.00621305 0.00205194 internal_weight=0 17.7968 107.893 internal_count=2817 437 2380 is_linear=0 shrinkage=0.0224292 Tree=7773 num_leaves=4 num_cat=0 split_feature=2 0 13 split_gain=2.28079 6.23049 3.12308 threshold=0.086935000000000012 -0.23033499999999998 -0.15041499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007074168099361856 0.00015403396473448436 5.1340916961177798e-05 -7.5249523987677288e-05 leaf_weight=2.9472138346754937 14.191898679404401 49.916660078803034 60.003316247342809 leaf_count=19 148 1180 1470 internal_value=0 8.816e-05 -3.13643e-05 internal_weight=0 52.8639 74.1952 internal_count=2817 1199 1618 is_linear=0 shrinkage=0.000439788 Tree=7774 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=2.07862 6.09249 3.98529 threshold=0.086935000000000012 -0.23033499999999998 0.086020000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00069548653334465212 -6.0609144907370583e-05 4.6004274722608135e-05 0.0003279914555820329 leaf_weight=2.9394300054991609 68.71288239264868 50.160022385040065 5.4948870764346784 leaf_count=19 1492 1180 126 internal_value=0 8.21948e-05 -3.17573e-05 internal_weight=0 53.0995 74.2078 internal_count=2817 1199 1618 is_linear=0 shrinkage=0.000439788 Tree=7775 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=2.35719 6.08509 3.95754 threshold=0.086935000000000012 -0.23033499999999998 0.086020000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.035804990954067924 -0.003200505589947594 0.0026272761602731841 0.01676731753995114 leaf_weight=2.9279801710508755 67.969561296078609 49.444977385510356 5.3702244005398816 leaf_count=19 1492 1180 126 internal_value=0 0.00449449 -0.0017344 internal_weight=0 52.373 73.3398 internal_count=2817 1199 1618 is_linear=0 shrinkage=0.0224292 Tree=7776 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=2.69984 4.81438 1.70036 threshold=0.085285000000000014 0.11280000000000003 0.093720000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00034703715802174626 -0.0045390644484590865 -0.018307388288444325 0.014564461917630545 leaf_weight=106.62304372656945 3.0748441874093251 7.4268328951075082 9.739048717710828 leaf_count=2470 56 100 232 internal_value=0 -0.000870584 0.00998041 internal_weight=0 114.05 12.8139 internal_count=2858 2570 288 is_linear=0 shrinkage=0.0224292 Tree=7777 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=2.59649 4.61472 1.64298 threshold=0.085285000000000014 0.11280000000000003 0.093720000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033924772144890332 -0.0044386073851699261 -0.017947785685894335 0.0143600873472666 leaf_weight=106.62520760995176 3.0743464106308229 7.4063396409401312 9.6573112867699802 leaf_count=2470 56 100 232 internal_value=0 -0.000851299 0.00982087 internal_weight=0 114.032 12.7317 internal_count=2858 2570 288 is_linear=0 shrinkage=0.0224292 Tree=7778 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=2.4968 4.42279 1.58726 threshold=0.085285000000000014 0.11280000000000003 0.093720000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033163343347741354 -0.004340313389738561 -0.017593196519464407 0.014156503623362942 leaf_weight=106.62732477977806 3.0738910652289624 7.3867569993672069 9.5776540708975499 leaf_count=2470 56 100 232 internal_value=0 -0.000832433 0.00966264 internal_weight=0 114.014 12.6515 internal_count=2858 2570 288 is_linear=0 shrinkage=0.0224292 Tree=7779 num_leaves=4 num_cat=0 split_feature=39 48 1 split_gain=2.40065 4.23835 1.53317 threshold=0.085285000000000014 0.11280000000000003 0.093720000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032419006015435163 -0.0042441413754996764 -0.017243651427241102 0.013953776527236525 leaf_weight=106.6293972458916 3.0734758676990159 7.3680577942941445 9.5000248819706012 leaf_count=2470 56 100 232 internal_value=0 -0.000813979 0.00950577 internal_weight=0 113.997 12.5735 internal_count=2858 2570 288 is_linear=0 shrinkage=0.0224292 Tree=7780 num_leaves=4 num_cat=0 split_feature=457 13 48 split_gain=4.14234 4.39779 2.56557 threshold=0.083585000000000007 -0.091924999999999993 0.083775000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001037495388848958 -5.8398668787793868e-05 -0.00010037924492875341 0.00031085284164048915 leaf_weight=28.017938987370144 5.3681965484865968 75.065470976227516 11.246814184531102 leaf_count=405 122 2204 96 internal_value=0 -4.48884e-05 0.00019162 internal_weight=0 103.083 16.615 internal_count=2827 2609 218 is_linear=0 shrinkage=0.000439788 Tree=7781 num_leaves=4 num_cat=0 split_feature=457 13 48 split_gain=4.08521 4.59589 2.52411 threshold=0.083585000000000007 -0.091924999999999993 0.083775000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010502296217280296 -5.9806260239376201e-05 -0.00010316027443550841 0.00030619978396492569 leaf_weight=28.139123203047347 5.3753063784679425 75.504676988315623 11.262285373522898 leaf_count=405 122 2204 96 internal_value=0 -4.66299e-05 0.000188017 internal_weight=0 103.644 16.6376 internal_count=2827 2609 218 is_linear=0 shrinkage=0.000439788 Tree=7782 num_leaves=4 num_cat=0 split_feature=457 13 48 split_gain=3.96889 4.34 2.58722 threshold=0.083585000000000007 -0.091924999999999993 0.083775000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0052620492922125133 -0.0033562408709635039 -0.0051351500127982943 0.015686294692763635 leaf_weight=27.72523048558287 5.281680406813396 74.237723812528202 11.144179556227753 leaf_count=405 122 2204 96 internal_value=0 -0.00230754 0.00956644 internal_weight=0 101.963 16.4259 internal_count=2827 2609 218 is_linear=0 shrinkage=0.0224292 Tree=7783 num_leaves=4 num_cat=0 split_feature=457 13 48 split_gain=3.92345 4.31181 2.45194 threshold=0.083585000000000007 -0.091924999999999993 0.083775000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00010369415950668554 -5.8284639977812802e-05 -9.8679834654040268e-05 0.00030411604263237685 leaf_weight=27.948333694930625 5.3226103501438073 74.881167035111503 11.174066170933655 leaf_count=405 122 2204 96 internal_value=0 -4.3667e-05 0.000187256 internal_weight=0 102.83 16.4967 internal_count=2827 2609 218 is_linear=0 shrinkage=0.000439788 Tree=7784 num_leaves=4 num_cat=0 split_feature=403 130 131 split_gain=2.29473 4.90457 2.21774 threshold=0.088465000000000002 -0.076894999999999977 0.097135000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9215946640952248e-06 0.00029285943288146485 -0.00051638349914462454 0.00026238300038726979 leaf_weight=110.99014777803495 2.1301896350923926 4.4414965802861834 6.4807812073049709 leaf_count=2352 17 233 213 internal_value=0 -0.000253982 1.27001e-05 internal_weight=0 6.57169 117.471 internal_count=2815 250 2565 is_linear=0 shrinkage=0.000439788 Tree=7785 num_leaves=4 num_cat=0 split_feature=52 16 3 split_gain=2.16776 4.44302 3.50287 threshold=0.090415000000000009 0.20499000000000003 0.28833000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.3802050332149053e-06 -0.00023436348022544453 0.00023334055561889886 0.00045294390076274844 leaf_weight=99.65714013735851 17.062597529988128 5.0850572437047949 3.5476819466493899 leaf_count=2043 650 27 95 internal_value=0 -0.000126871 2.47087e-05 internal_weight=0 22.1477 103.205 internal_count=2815 677 2138 is_linear=0 shrinkage=0.000439788 Tree=7786 num_leaves=4 num_cat=0 split_feature=131 1 457 split_gain=2.28569 3.79488 2.40338 threshold=0.097135000000000013 0.090445000000000011 -0.23052999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.018510574487643636 -0.014369052783191666 0.023341986160834442 -0.0013560676423672576 leaf_weight=3.1293449332006267 1.8544575359264843 4.7434008862583141 113.41601884034753 leaf_count=30 134 108 2543 internal_value=0 0.0127317 -0.000819686 internal_weight=0 6.59786 116.545 internal_count=2815 242 2573 is_linear=0 shrinkage=0.0224292 Tree=7787 num_leaves=4 num_cat=0 split_feature=403 130 131 split_gain=2.25741 4.98608 2.11542 threshold=0.088465000000000002 -0.076894999999999977 0.097135000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.7204072772797579e-06 0.00029778728775906542 -0.00051542519232009791 0.00025466075687868411 leaf_weight=111.48938094007099 2.1433431077748537 4.4764436163786732 6.5194491115107658 leaf_count=2352 17 233 213 internal_value=0 -0.000252025 1.15376e-05 internal_weight=0 6.61979 118.009 internal_count=2815 250 2565 is_linear=0 shrinkage=0.000439788 Tree=7788 num_leaves=4 num_cat=0 split_feature=3 1 12 split_gain=4.60578 5.55919 2.71026 threshold=-0.13058499999999998 1.0000000180025095e-35 0.079570000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00047092329477878313 -0.0001877354008093394 2.4776501499941382e-05 8.5416376008622184e-05 leaf_weight=4.9189095274559831 36.554538870615943 68.203819802962244 12.38721043755322 leaf_count=61 1420 1135 234 internal_value=0 -4.93984e-05 0.000195387 internal_weight=0 104.758 17.3061 internal_count=2850 2555 295 is_linear=0 shrinkage=0.000439788 Tree=7789 num_leaves=4 num_cat=0 split_feature=3 1 12 split_gain=4.54972 5.88629 2.70452 threshold=-0.13058499999999998 1.0000000180025095e-35 0.079570000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046853848972060853 -0.0001897556424850091 2.8359480640566925e-05 8.5527143000889284e-05 leaf_weight=4.9599875938074574 36.689285455013305 68.738621063552273 12.60413653974865 leaf_count=61 1420 1135 234 internal_value=0 -4.7566e-05 0.000194078 internal_weight=0 105.428 17.5641 internal_count=2850 2555 295 is_linear=0 shrinkage=0.000439788 Tree=7790 num_leaves=4 num_cat=0 split_feature=3 1 12 split_gain=4.40372 5.48565 2.64908 threshold=-0.13058499999999998 1.0000000180025095e-35 0.079570000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023950842584151349 -0.0094754704759089543 0.0013608413727805705 0.0043179152699243852 leaf_weight=4.8100633324647815 36.068676853530633 67.371809010866855 12.212887442283316 leaf_count=61 1420 1135 234 internal_value=0 -0.00241872 0.00988608 internal_weight=0 103.44 17.023 internal_count=2850 2555 295 is_linear=0 shrinkage=0.0224292 Tree=7791 num_leaves=4 num_cat=0 split_feature=3 1 12 split_gain=4.22808 5.25964 2.60607 threshold=-0.13058499999999998 1.0000000180025095e-35 0.079570000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023818532590184488 -0.0092905901243406259 0.001330422413264973 0.0042250627564629668 leaf_weight=4.7293165302326114 35.962934848914301 67.36704922660283 12.201885337099155 leaf_count=61 1420 1135 234 internal_value=0 -0.00236714 0.00971868 internal_weight=0 103.33 16.9312 internal_count=2850 2555 295 is_linear=0 shrinkage=0.0224292 Tree=7792 num_leaves=4 num_cat=0 split_feature=159 133 157 split_gain=3.19078 3.82559 1.14239 threshold=0.10843500000000002 -0.0059799999999999992 -0.0083949999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0086004497573919127 -0.0034152356439549358 0.00281734738027648 -0.028373032215447101 leaf_weight=17.340842796613288 1.4591380810816192 98.65674782240967 2.517626056331209 leaf_count=726 60 1875 124 internal_value=0 0.00110933 -0.0192757 internal_weight=0 115.998 3.97676 internal_count=2785 2601 184 is_linear=0 shrinkage=0.0224292 Tree=7793 num_leaves=4 num_cat=0 split_feature=159 133 157 split_gain=3.07639 3.66089 1.12183 threshold=0.10843500000000002 -0.0059799999999999992 -0.0083949999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0084234674401418227 -0.003339995119165134 0.0027548115418401264 -0.028135543626014333 leaf_weight=17.308839937168159 1.458975607485627 98.633982671459307 2.4824922736734143 leaf_count=726 60 1875 124 internal_value=0 0.00108492 -0.0190176 internal_weight=0 115.943 3.94147 internal_count=2785 2601 184 is_linear=0 shrinkage=0.0224292 Tree=7794 num_leaves=4 num_cat=0 split_feature=159 133 157 split_gain=2.83292 3.58812 1.1645 threshold=0.10843500000000002 -0.0059799999999999992 -0.0083949999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016273898358483337 -5.1766176665315581e-05 5.1267033585903639e-05 -0.00053814941262958537 leaf_weight=17.827015593655233 1.534872690492193 100.40583141578463 2.5074136828916371 leaf_count=726 60 1875 124 internal_value=0 1.89784e-05 -0.000354579 internal_weight=0 118.233 4.04229 internal_count=2785 2601 184 is_linear=0 shrinkage=0.000439788 Tree=7795 num_leaves=4 num_cat=0 split_feature=159 133 157 split_gain=2.91898 3.41941 1.12161 threshold=0.10843500000000002 -0.0059799999999999992 -0.0083949999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00015677244294281362 -5.6755783698588062e-05 5.3657895713145214e-05 -0.0005395058737109917 leaf_weight=17.548762698632345 1.487807193407207 99.671492496803694 2.4897381095797746 leaf_count=726 60 1875 124 internal_value=0 2.21345e-05 -0.000360066 internal_weight=0 117.22 3.97755 internal_count=2785 2601 184 is_linear=0 shrinkage=0.000439788 Tree=7796 num_leaves=3 num_cat=0 split_feature=455 454 split_gain=2.25347 3.05486 threshold=0.091855000000000006 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00022435603118085872 -0.019059212695207287 0.01753371997861224 leaf_weight=117.22158401195338 3.013379788666497 5.0656340733403331 leaf_count=2774 53 40 internal_value=0 0.000513878 internal_weight=0 122.287 internal_count=2867 2814 is_linear=0 shrinkage=0.0224292 Tree=7797 num_leaves=4 num_cat=0 split_feature=52 15 13 split_gain=2.28276 4.84891 4.37046 threshold=0.0033500000000000005 0.085260000000000016 -0.091924999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0075929370780468347 0.0080422007685719415 -0.014339292309280388 -0.004582326027046715 leaf_weight=18.905121425374091 32.053710683021563 5.723364332192431 68.579940026722397 leaf_count=268 656 448 1495 internal_value=0 0.00464579 -0.00195022 internal_weight=0 37.7771 87.4851 internal_count=2867 1104 1763 is_linear=0 shrinkage=0.0224292 Tree=7798 num_leaves=4 num_cat=0 split_feature=52 15 13 split_gain=2.18444 4.6498 4.18211 threshold=0.0033500000000000005 0.085260000000000016 -0.091924999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0074392998090169037 0.0078683203761741628 -0.01410967053037686 -0.0044815189142894968 leaf_weight=18.863637786635081 32.027950330564636 5.6867759702545291 68.550545135127322 leaf_count=268 656 448 1495 internal_value=0 0.00454893 -0.00190799 internal_weight=0 37.7147 87.4142 internal_count=2867 1104 1763 is_linear=0 shrinkage=0.0224292 Tree=7799 num_leaves=4 num_cat=0 split_feature=52 15 13 split_gain=2.06297 4.52718 4.05875 threshold=0.0033500000000000005 0.085260000000000016 -0.091924999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014382467711852311 0.000150594592230075 -0.00027356201855078876 -8.5751073598415339e-05 leaf_weight=18.974049841264787 32.1705737285738 5.7159939341236159 69.013369446061915 leaf_count=268 656 448 1495 internal_value=0 8.6496e-05 -3.62237e-05 internal_weight=0 37.8866 87.9874 internal_count=2867 1104 1763 is_linear=0 shrinkage=0.000439788 Tree=7800 num_leaves=4 num_cat=0 split_feature=483 403 16 split_gain=2.86981 2.55385 0.877989 threshold=0.086680000000000021 -0.092224999999999988 -0.06421499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018362521145037895 -0.0055259399081553232 0.0026769244010380298 -0.024542042731742042 leaf_weight=2.9633976219774913 2.3742941551681724 108.30345658282931 2.527903340294869 leaf_count=317 119 2231 158 internal_value=0 0.00211352 -0.0153891 internal_weight=0 111.267 4.9022 internal_count=2825 2548 277 is_linear=0 shrinkage=0.0224292 Tree=7801 num_leaves=4 num_cat=0 split_feature=483 403 15 split_gain=2.75366 2.46783 0.979539 threshold=0.086680000000000021 -0.092224999999999988 -0.46140499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018202853699811821 0.00040040565918679006 0.0026170822178845977 -0.021594608185129351 leaf_weight=2.9229678957308343 1.4432167951017616 108.29574049555231 3.437329144915565 leaf_count=317 45 2231 232 internal_value=0 0.00206688 -0.0151143 internal_weight=0 111.219 4.88055 internal_count=2825 2548 277 is_linear=0 shrinkage=0.0224292 Tree=7802 num_leaves=4 num_cat=0 split_feature=483 403 15 split_gain=2.64513 2.38441 0.949393 threshold=0.086680000000000021 -0.092224999999999988 -0.46140499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018040883834520828 0.00039160222053214339 0.0025585693611814113 -0.021289941513784057 leaf_weight=2.8836791187786721 1.4429950141638981 108.28838206359251 3.4089163378448566 leaf_count=317 45 2231 232 internal_value=0 0.00202124 -0.0148654 internal_weight=0 111.172 4.85191 internal_count=2825 2548 277 is_linear=0 shrinkage=0.0224292 Tree=7803 num_leaves=4 num_cat=0 split_feature=483 403 15 split_gain=2.5405 2.30353 0.919792 threshold=0.086680000000000021 -0.092224999999999988 -0.46140499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.017876657266243021 0.00038299130989215779 0.0025013567102107627 -0.020984445391128891 leaf_weight=2.8455064699337518 1.4427781898702958 108.28136555166748 3.3815621014146009 leaf_count=317 45 2231 232 internal_value=0 0.00197658 -0.0146179 internal_weight=0 111.127 4.82434 internal_count=2825 2548 277 is_linear=0 shrinkage=0.0224292 Tree=7804 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=3.10152 3.08319 threshold=-0.43144499999999991 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043281743943527886 -7.0874766612679234e-05 7.0788544060065839e-05 leaf_weight=3.0628435006874488 49.676464951968228 73.887852236726758 leaf_count=17 1560 1292 internal_value=0 1.38336e-05 internal_weight=0 123.564 internal_count=2869 2852 is_linear=0 shrinkage=0.000439788 Tree=7805 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=3.22512 2.96261 threshold=-0.43144499999999991 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022584921531485194 -0.0035459528688333961 0.0035894167443351766 leaf_weight=3.0402883893038952 48.819229276145052 73.053231367932312 leaf_count=17 1560 1292 internal_value=0 0.000731048 internal_weight=0 121.872 internal_count=2869 2852 is_linear=0 shrinkage=0.0224292 Tree=7806 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=3.02168 3.00117 threshold=-0.43144499999999991 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004281348853125521 -7.1471405471096037e-05 6.8634516465060558e-05 leaf_weight=3.0673704318978698 49.359031045667507 73.700510682352615 leaf_count=17 1560 1292 internal_value=0 1.24358e-05 internal_weight=0 123.06 internal_count=2869 2852 is_linear=0 shrinkage=0.000439788 Tree=7807 num_leaves=4 num_cat=0 split_feature=42 2 394 split_gain=2.8236 4.39625 2.19893 threshold=-0.089429999999999996 0.088495000000000004 -0.078964999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.024539479177319069 -0.0065366744432286778 0.0025627636358782416 0.0040371227696520033 leaf_weight=3.7735492368519763 43.605732363936113 68.87292717739183 8.6296221070169832 leaf_count=64 1239 1301 265 internal_value=0 -0.000965417 0.0103029 internal_weight=0 112.479 12.4032 internal_count=2869 2540 329 is_linear=0 shrinkage=0.0224292 Tree=7808 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=3.1747 3.10531 threshold=-0.095559999999999992 -0.40775499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038872486523392939 -0.00050695644992200918 3.2791311695625756e-05 leaf_weight=3.7105163534288286 2.0794275747866768 117.36893335461355 leaf_count=44 97 2659 internal_value=0 2.33156e-05 internal_weight=0 119.448 internal_count=2800 2756 is_linear=0 shrinkage=0.000439788 Tree=7809 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=3.3187 3.08677 threshold=-0.095559999999999992 -0.40775499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003968357817678776 -0.00050585732293632543 3.4658611214539355e-05 leaf_weight=3.6982688849093384 2.0609683840339121 116.37494199867433 leaf_count=44 97 2659 internal_value=0 2.51728e-05 internal_weight=0 118.436 internal_count=2800 2756 is_linear=0 shrinkage=0.000439788 Tree=7810 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=3.39543 3.08604 threshold=-0.095559999999999992 -0.40775499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020527512235153596 -0.02586905927135752 0.0018027309163214252 leaf_weight=3.6731242772075339 2.0446745003027891 115.39978309631078 leaf_count=44 97 2659 internal_value=0 0.00131685 internal_weight=0 117.444 internal_count=2800 2756 is_linear=0 shrinkage=0.0224292 Tree=7811 num_leaves=3 num_cat=0 split_feature=48 51 split_gain=3.14666 3.05283 threshold=-0.095559999999999992 -0.40775499999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038530197241299166 -0.00050515266401338326 3.4292985467341034e-05 leaf_weight=3.7110462819109662 2.0458972953420007 116.732363898107 leaf_count=44 97 2659 internal_value=0 2.49216e-05 internal_weight=0 118.778 internal_count=2800 2756 is_linear=0 shrinkage=0.000439788 Tree=7812 num_leaves=4 num_cat=0 split_feature=159 1 159 split_gain=2.8116 4.16193 3.05628 threshold=0.091330000000000008 0.11227500000000001 0.087735000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.9833974687498943e-06 -0.00040533809368263255 0.00023553693078506093 0.00034612309552381986 leaf_weight=111.12320593848926 6.8547628329033596 2.7270262561360141 5.4370177307628174 leaf_count=2487 199 132 54 internal_value=0 -0.000222836 2.47636e-05 internal_weight=0 9.58179 116.56 internal_count=2872 331 2541 is_linear=0 shrinkage=0.000439788 Tree=7813 num_leaves=4 num_cat=0 split_feature=159 1 159 split_gain=2.85603 4.11195 3.02872 threshold=0.091330000000000008 0.11227500000000001 0.087735000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.9236120373754242e-06 -0.00040548313833871407 0.00023368992324389754 0.00034564685605250071 leaf_weight=110.83265895429759 6.8415633535805664 2.7033794941671658 5.4340660245998142 leaf_count=2487 199 132 54 internal_value=0 -0.000224347 2.56688e-05 internal_weight=0 9.54494 116.267 internal_count=2872 331 2541 is_linear=0 shrinkage=0.000439788 Tree=7814 num_leaves=3 num_cat=0 split_feature=1429 3 split_gain=3.87378 2.59517 threshold=-1.0000000180025095e-35 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051989268813150879 -6.0985085327637683e-05 6.9050255788611996e-05 leaf_weight=2.6308601930886644 49.171747873593631 74.841259825418092 leaf_count=140 1516 1216 internal_value=0 1.74892e-05 internal_weight=0 124.013 internal_count=2872 2732 is_linear=0 shrinkage=0.000439788 Tree=7815 num_leaves=4 num_cat=0 split_feature=159 1 159 split_gain=2.88186 4.04042 3.06251 threshold=0.091330000000000008 0.11227500000000001 0.087735000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00048277729060314559 -0.020767296569365969 0.011791210248066517 0.01774604731699525 leaf_weight=110.09670600123354 6.774108920235447 2.6571216769516468 5.4053155139590663 leaf_count=2487 199 132 54 internal_value=0 -0.0115891 0.00129347 internal_weight=0 9.43123 115.502 internal_count=2872 331 2541 is_linear=0 shrinkage=0.0224292 Tree=7816 num_leaves=4 num_cat=0 split_feature=3 3 50 split_gain=5.18691 3.73893 3.32375 threshold=0.10877000000000002 0.18009500000000003 0.088385000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5320216218746549e-05 -0.00040391914674154679 5.6780501729058636e-06 -0.00029019766954991617 leaf_weight=95.049604492307481 11.448409991397059 6.9056093222643531 6.909050738100631 leaf_count=2092 112 136 463 internal_value=0 -0.000249964 3.88937e-06 internal_weight=0 18.354 101.959 internal_count=2803 248 2555 is_linear=0 shrinkage=0.000439788 Tree=7817 num_leaves=4 num_cat=0 split_feature=3 3 50 split_gain=5.16798 3.77739 3.30608 threshold=0.10877000000000002 0.18009500000000003 0.088385000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5449946847728352e-05 -0.00040401712393239517 7.5140502606485504e-06 -0.0002897912006077945 leaf_weight=95.155439913443843 11.446936585300138 6.914875612321338 6.881984134857702 leaf_count=2092 112 136 463 internal_value=0 -0.000249192 4.13806e-06 internal_weight=0 18.3618 102.037 internal_count=2803 248 2555 is_linear=0 shrinkage=0.000439788 Tree=7818 num_leaves=4 num_cat=0 split_feature=3 3 50 split_gain=5.48837 3.62468 3.30001 threshold=0.10877000000000002 0.18009500000000003 0.088385000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013534736441224947 -0.02083412235469248 -0.00013560018573173738 -0.014825565228983473 leaf_weight=94.409316903364015 11.39001258579083 6.7891024626223944 6.7797216060298515 leaf_count=2092 112 136 463 internal_value=0 -0.0131124 0.000266877 internal_weight=0 18.1791 101.189 internal_count=2803 248 2555 is_linear=0 shrinkage=0.0224292 Tree=7819 num_leaves=4 num_cat=0 split_feature=3 3 50 split_gain=5.24396 3.46311 3.17521 threshold=0.10877000000000002 0.18009500000000003 0.088385000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0013230843593417727 -0.020363173815175981 -0.00013255653323787948 -0.014600982144628599 leaf_weight=94.41201229750186 11.392471715284048 6.7896377500255758 6.7304568108647791 leaf_count=2092 112 136 463 internal_value=0 -0.0128166 0.000260873 internal_weight=0 18.1821 101.142 internal_count=2803 248 2555 is_linear=0 shrinkage=0.0224292 Tree=7820 num_leaves=4 num_cat=0 split_feature=52 9 2 split_gain=3.04859 2.59062 0.291793 threshold=-0.41694999999999993 0.084755000000000011 0.10644500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047264948022179018 2.8100820979357761e-05 -0.00024332651524149119 -0.00021992690443122366 leaf_weight=2.47002636353136 116.52573461365319 7.2036102857055075 1.4572149437954065 leaf_count=174 2512 96 101 internal_value=0 1.2263e-05 -0.000380394 internal_weight=0 123.729 3.92724 internal_count=2883 2608 275 is_linear=0 shrinkage=0.000439788 Tree=7821 num_leaves=4 num_cat=0 split_feature=52 9 2 split_gain=3.0855 2.66322 0.274799 threshold=-0.41694999999999993 0.084755000000000011 0.10637500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02412285411986749 0.0015711386229151133 -0.0125765856103704 -0.011516208915867767 leaf_weight=2.4389070859688213 115.1437269121725 7.0876759734746875 1.4395575152266245 leaf_count=172 2512 96 103 internal_value=0 0.000748937 -0.019523 internal_weight=0 122.231 3.87846 internal_count=2883 2608 275 is_linear=0 shrinkage=0.0224292 Tree=7822 num_leaves=4 num_cat=0 split_feature=52 9 2 split_gain=2.99427 2.5474 0.274621 threshold=-0.41694999999999993 0.084755000000000011 0.10620500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024089000233296409 0.0015359591868446636 -0.012306740887501057 -0.011442017743213019 leaf_weight=2.3747635878062279 115.13972272617502 7.0811219308634454 1.4447906329587565 leaf_count=171 2512 96 104 internal_value=0 0.000732156 -0.0193858 internal_weight=0 122.221 3.81955 internal_count=2883 2608 275 is_linear=0 shrinkage=0.0224292 Tree=7823 num_leaves=4 num_cat=0 split_feature=52 43 0 split_gain=2.90547 2.45268 0.266411 threshold=-0.41694999999999993 -0.075209999999999985 -0.065134999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011423365311724883 0.004839269718176731 -0.0017320000062614354 -0.023954422150924297 leaf_weight=1.4376584470956006 45.515680344111388 76.695155692437766 2.3243100719409986 leaf_count=142 1008 1600 133 internal_value=0 0.000715749 -0.0192475 internal_weight=0 122.211 3.76197 internal_count=2883 2608 275 is_linear=0 shrinkage=0.0224292 Tree=7824 num_leaves=4 num_cat=0 split_feature=52 40 2 split_gain=2.73104 2.76909 0.719842 threshold=-0.4290699999999999 0.095825000000000007 0.10773000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047129344636842092 8.64771808778696e-05 -0.00029885388749611888 -6.9825367727838092e-05 leaf_weight=2.1656256170535921 121.93071658766348 3.6987098838872035 1.4413045598485039 leaf_count=173 2521 54 75 internal_value=0 7.50888e-05 -0.000312082 internal_weight=0 125.629 3.60693 internal_count=2823 2575 248 is_linear=0 shrinkage=0.000439788 Tree=7825 num_leaves=4 num_cat=0 split_feature=52 40 2 split_gain=2.8115 2.5981 0.727026 threshold=-0.4290699999999999 0.095825000000000007 0.10831500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047134790238421618 8.6292473054808507e-05 -0.00028690769555425724 -6.9940293944808989e-05 leaf_weight=2.2228497016621982 121.64466286773677 3.6999470018854472 1.4413962541439103 leaf_count=179 2521 54 69 internal_value=0 7.52343e-05 -0.000314628 internal_weight=0 125.345 3.66425 internal_count=2823 2575 248 is_linear=0 shrinkage=0.000439788 Tree=7826 num_leaves=4 num_cat=0 split_feature=52 40 2 split_gain=2.76311 2.56641 0.721822 threshold=-0.4290699999999999 0.095825000000000007 0.10802000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004714095632187814 8.5397933239024547e-05 -0.00028573619996937182 -7.0304295065493953e-05 leaf_weight=2.1940342273483107 121.36064855172845 3.6957178081647717 1.4400856485735856 leaf_count=177 2521 54 71 internal_value=0 7.43881e-05 -0.000313662 internal_weight=0 125.056 3.63412 internal_count=2823 2575 248 is_linear=0 shrinkage=0.000439788 Tree=7827 num_leaves=4 num_cat=0 split_feature=52 40 3 split_gain=2.72075 2.58688 0.699893 threshold=-0.4290699999999999 0.095825000000000007 -0.10891999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.4394848132304587e-05 8.5958552534848366e-05 -0.00028714621620866366 -0.00047086513520946445 leaf_weight=1.4444499955861831 121.02898934451696 3.685911018474143 2.1444055327337983 leaf_count=68 2521 54 180 internal_value=0 7.48893e-05 -0.000312531 internal_weight=0 124.715 3.58886 internal_count=2823 2575 248 is_linear=0 shrinkage=0.000439788 Tree=7828 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=3.85125 3.47904 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1744296658037918e-05 -0.00050346555216979419 0.00042800328797306861 leaf_weight=112.14530987784747 3.1023472542001391 3.4092683841154203 leaf_count=2712 64 52 internal_value=0 -8.40664e-06 internal_weight=0 115.555 internal_count=2828 2764 is_linear=0 shrinkage=0.000439788 Tree=7829 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=3.86312 3.45519 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011225200954232961 -0.025818483963568412 0.021861359549044439 leaf_weight=111.00019579027321 3.0804591883497769 3.3718569324373666 leaf_count=2712 64 52 internal_value=0 -0.000441386 internal_weight=0 114.372 internal_count=2828 2764 is_linear=0 shrinkage=0.0224292 Tree=7830 num_leaves=3 num_cat=0 split_feature=393 42 split_gain=3.17723 4.73572 threshold=0.084330000000000016 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032208112075348072 0.00026947301672196279 -1.0213780419609181e-05 leaf_weight=10.363032278088211 6.826259112393017 101.37001212248288 leaf_count=652 131 2045 internal_value=0 -3.9189e-05 internal_weight=0 111.733 internal_count=2828 2697 is_linear=0 shrinkage=0.000439788 Tree=7831 num_leaves=3 num_cat=0 split_feature=453 1348 split_gain=3.7339 3.34978 threshold=1.0000000180025095e-35 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010970195918444594 -0.025500902108853932 0.021690631909800088 leaf_weight=111.02062264139022 3.0498967646562951 3.3238403431823818 leaf_count=2712 64 52 internal_value=0 -0.000431103 internal_weight=0 114.344 internal_count=2828 2764 is_linear=0 shrinkage=0.0224292 Tree=7832 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.5528 3.64687 0.892712 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.086284999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3096552226457129e-05 2.8315061045747486e-05 0.00036019565588453299 -0.00046836536070397807 leaf_weight=1.4466565385009742 119.26164943799995 6.7485250051286121 3.2722898362844708 leaf_count=88 2351 119 347 internal_value=0 4.61409e-05 -0.000341786 internal_weight=0 126.01 4.71895 internal_count=2905 2470 435 is_linear=0 shrinkage=0.000439788 Tree=7833 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.25963 3.73802 0.925231 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.085994999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021597832657828564 0.0013701299477700301 0.018540245178270989 -0.023904720761372209 leaf_weight=1.4460577908939738 117.56914909985608 6.7257106676024696 3.0915768828290302 leaf_count=90 2351 119 345 internal_value=0 0.00230193 -0.0170131 internal_weight=0 124.295 4.53763 internal_count=2905 2470 435 is_linear=0 shrinkage=0.0224292 Tree=7834 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.30351 3.52582 0.938271 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.086284999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9241416914660251e-05 2.7568435338983671e-05 0.00035369470165673742 -0.00046805521017979901 leaf_weight=1.4396536838685277 118.75753201933367 6.7589172318366755 3.1452167665611332 leaf_count=88 2351 119 347 internal_value=0 4.51811e-05 -0.000334128 internal_weight=0 125.516 4.58487 internal_count=2905 2470 435 is_linear=0 shrinkage=0.000439788 Tree=7835 num_leaves=4 num_cat=0 split_feature=1213 403 403 split_gain=3.15398 3.56235 0.919962 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.085994999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021178419590415208 0.0013401784094577999 0.018089851285353876 -0.023872841390401491 leaf_weight=1.4459881606562701 117.58555224964766 6.7359842505738916 3.0274051281194252 leaf_count=90 2351 119 345 internal_value=0 0.00225035 -0.0168796 internal_weight=0 124.322 4.47339 internal_count=2905 2470 435 is_linear=0 shrinkage=0.0224292 Tree=7836 num_leaves=4 num_cat=0 split_feature=13 1 43 split_gain=2.94836 4.92484 4.4571 threshold=0.17850500000000002 0.11530500000000002 -0.17307499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019386341795805982 -0.031410664007297528 0.0046887750176102848 -0.0011104782675213404 leaf_weight=5.5994675948968498 4.0363308568594212 3.5707677141181193 106.53002422335885 leaf_count=57 120 42 2634 internal_value=0 -0.0144963 -8.37921e-05 internal_weight=0 7.6071 112.129 internal_count=2853 162 2691 is_linear=0 shrinkage=0.0224292 Tree=7837 num_leaves=4 num_cat=0 split_feature=13 1 43 split_gain=2.79508 4.8292 4.27402 threshold=0.17850500000000002 0.11530500000000002 -0.17307499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0003722548321469106 -0.00060632424604887148 9.4208611100684585e-05 -2.0684204436028138e-05 leaf_weight=5.6157768857483452 4.0167274279410767 3.5935121784568764 107.36974001338604 leaf_count=57 120 42 2634 internal_value=0 -0.000276129 -1.09416e-06 internal_weight=0 7.61024 112.986 internal_count=2853 162 2691 is_linear=0 shrinkage=0.000439788 Tree=7838 num_leaves=4 num_cat=0 split_feature=13 1 43 split_gain=2.8386 4.77857 4.27319 threshold=0.17850500000000002 0.11530500000000002 -0.17307499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019022925723916399 -0.031084287429972855 0.0045948036002886224 -0.0010845233139498845 leaf_weight=5.5771264651266383 3.9863945455763306 3.5647084241500124 106.54320712218032 leaf_count=57 120 42 2634 internal_value=0 -0.0142719 -8.12636e-05 internal_weight=0 7.5511 112.12 internal_count=2853 162 2691 is_linear=0 shrinkage=0.0224292 Tree=7839 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=2.59803 3.63431 threshold=0.08179500000000002 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.2123753085631719e-05 -0.00039938558124126647 0.00045089343515189619 leaf_weight=115.39042282719856 3.3768751031020647 3.2104674875845367 leaf_count=2686 54 113 internal_value=0 -9.2489e-06 internal_weight=0 118.601 internal_count=2853 2799 is_linear=0 shrinkage=0.000439788 Tree=7840 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=2.62477 2.63503 threshold=0.073890000000000011 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014492871473224945 -0.018835453319310861 0.00042382212842542657 leaf_weight=7.1215136022838115 3.3335208586358922 107.83595147298365 leaf_count=139 98 2571 internal_value=0 0.00129765 internal_weight=0 114.957 internal_count=2808 2710 is_linear=0 shrinkage=0.0224292 Tree=7841 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=2.57961 2.6521 threshold=0.073890000000000011 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028339590701574363 -0.0003631147295437867 8.9710068194354457e-06 leaf_weight=7.2455560210073591 3.3704596052230036 109.17197831082558 leaf_count=139 98 2571 internal_value=0 2.60942e-05 internal_weight=0 116.418 internal_count=2808 2710 is_linear=0 shrinkage=0.000439788 Tree=7842 num_leaves=4 num_cat=0 split_feature=16 151 48 split_gain=2.64761 4.41366 3.25237 threshold=-0.083069999999999991 -0.095924999999999996 0.08790000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014567690152262857 0.00028251289382195016 -8.6518106324353822e-05 -0.00010609342633323081 leaf_weight=40.357367555991004 6.9885477930474726 59.436658067079406 13.142346543772872 leaf_count=832 117 1694 165 internal_value=0 -4.76226e-05 8.38131e-05 internal_weight=0 66.4252 53.4997 internal_count=2808 1811 997 is_linear=0 shrinkage=0.000439788 Tree=7843 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=2.52585 2.53696 threshold=0.073890000000000011 -0.15490999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014253167293570663 -0.018540360361353304 0.00041210339240045846 leaf_weight=7.0814178685104698 3.313650856678577 107.89125344726563 leaf_count=139 98 2571 internal_value=0 0.00126683 internal_weight=0 114.973 internal_count=2808 2710 is_linear=0 shrinkage=0.0224292 Tree=7844 num_leaves=3 num_cat=0 split_feature=51 14 split_gain=3.47243 2.39437 threshold=-0.40775499999999992 0.064610000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025575193669172498 0.0024612809231656916 -0.017408454836905552 leaf_weight=2.3339154938912534 116.12705836085843 3.114351500535121 leaf_count=113 2582 89 internal_value=0 0.00193962 internal_weight=0 119.241 internal_count=2784 2671 is_linear=0 shrinkage=0.0224292 Tree=7845 num_leaves=3 num_cat=0 split_feature=51 41 split_gain=3.44006 2.47125 threshold=-0.40775499999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050052187216901721 5.2847701408363903e-05 -0.00020454870521297353 leaf_weight=2.3349751440400714 112.26086772503368 7.6910912119747072 leaf_count=113 2519 152 internal_value=0 3.6314e-05 internal_weight=0 119.952 internal_count=2784 2671 is_linear=0 shrinkage=0.000439788 Tree=7846 num_leaves=3 num_cat=0 split_feature=51 41 split_gain=3.37721 2.38653 threshold=-0.40775499999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049947328889376899 5.2173796228490574e-05 -0.00020063914177588133 leaf_weight=2.3036797439890497 112.3732371794631 7.6992386468882605 leaf_count=113 2519 152 internal_value=0 3.59337e-05 internal_weight=0 120.072 internal_count=2784 2671 is_linear=0 shrinkage=0.000439788 Tree=7847 num_leaves=3 num_cat=0 split_feature=51 41 split_gain=3.37615 2.49917 threshold=-0.40775499999999992 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02550257036194177 0.0027430617019432542 -0.010498402241184668 leaf_weight=2.2878004782287453 111.60384441328097 7.6441424581898891 leaf_count=113 2519 152 internal_value=0 0.0018927 internal_weight=0 119.248 internal_count=2784 2671 is_linear=0 shrinkage=0.0224292 Tree=7848 num_leaves=4 num_cat=0 split_feature=4 403 42 split_gain=4.2 3.35262 2.02386 threshold=0.0063000000000000009 0.30524500000000004 0.098245000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8324083918141334e-05 7.1927667427366159e-05 0.00043467555392390569 0.00033744696426829827 leaf_weight=69.881973561885388 41.974246268608113 2.5352035445903303 6.3833436789136604 leaf_count=1955 686 91 143 internal_value=0 -6.0255e-05 0.000107096 internal_weight=0 72.4172 48.3576 internal_count=2875 2046 829 is_linear=0 shrinkage=0.000439788 Tree=7849 num_leaves=4 num_cat=0 split_feature=4 49 1 split_gain=3.78532 4.02433 2.0168 threshold=0.0063000000000000009 -0.4233599999999999 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.027310372456638875 -0.002328278159264824 -0.0038166796880688657 0.0080567025573623045 leaf_weight=2.1352882958017281 12.859625272420088 69.563776439623325 34.953211993772129 leaf_count=8 287 2038 542 internal_value=0 -0.00288265 0.00526377 internal_weight=0 71.6991 47.8128 internal_count=2875 2046 829 is_linear=0 shrinkage=0.0224292 Tree=7850 num_leaves=4 num_cat=0 split_feature=4 403 42 split_gain=3.9269 3.69759 2.02033 threshold=0.0063000000000000009 0.37674000000000007 0.098245000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.7097816810224747e-05 6.8279928094940352e-05 0.00046720700620001942 0.00033402639524794946 leaf_weight=70.171639200414575 41.925129791077779 2.4810307683874262 6.3587576533464008 leaf_count=1965 686 81 143 internal_value=0 -5.83924e-05 0.000103396 internal_weight=0 72.6527 48.2839 internal_count=2875 2046 829 is_linear=0 shrinkage=0.000439788 Tree=7851 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=3.69752 3.81687 threshold=-1.0000000180025095e-35 0.10060500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026804823762228477 -0.0017884417750488606 0.0069551453481883638 leaf_weight=2.4481409166146468 80.444958767904609 36.495212763540621 leaf_count=129 2064 682 internal_value=0 0.000940986 internal_weight=0 116.94 internal_count=2875 2746 is_linear=0 shrinkage=0.0224292 Tree=7852 num_leaves=4 num_cat=0 split_feature=41 150 2 split_gain=2.91873 2.18394 1.35294 threshold=0.075585000000000013 -0.20684999999999998 0.096780000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017085496945618887 -0.022700759700718078 0.00029422854382375632 -0.0033447614569687726 leaf_weight=4.0214940229197955 3.9015387478757466 109.48992573672695 3.3995653899764875 leaf_count=26 95 2589 66 internal_value=0 0.000891884 -0.0137204 internal_weight=0 113.511 7.3011 internal_count=2776 2615 161 is_linear=0 shrinkage=0.0224292 Tree=7853 num_leaves=4 num_cat=0 split_feature=41 52 2 split_gain=2.80355 2.12534 1.31855 threshold=0.075585000000000013 0.11571500000000003 0.096780000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020040389123902025 -0.022417161877817327 -0.0074456452256246143 -0.0032681499861295401 leaf_weight=99.919635532694883 3.862962204773793 13.584455811915175 3.4016441453131847 leaf_count=2177 95 438 66 internal_value=0 0.000872015 -0.0134827 internal_weight=0 113.504 7.26461 internal_count=2776 2615 161 is_linear=0 shrinkage=0.0224292 Tree=7854 num_leaves=4 num_cat=0 split_feature=52 151 13 split_gain=2.39617 6.8098 2.23219 threshold=0.11571500000000003 -0.10093499999999998 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00014685451187679675 0.00051308916293638226 -0.00030159439575317044 -9.4781465853107279e-06 leaf_weight=22.268760242979624 2.3567272381878857 12.05816017170582 85.162915462755336 leaf_count=286 23 435 2032 internal_value=0 -0.000167897 2.29473e-05 internal_weight=0 14.4149 107.432 internal_count=2776 458 2318 is_linear=0 shrinkage=0.000439788 Tree=7855 num_leaves=4 num_cat=0 split_feature=41 42 2 split_gain=2.69204 2.11692 1.2849 threshold=0.075585000000000013 -0.11244999999999998 0.096780000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016475071167376024 -0.022129894388384464 0.001393826555837085 -0.0031898985582534557 leaf_weight=3.4204615990147422 3.8264871427272729 110.08601591350634 3.4047440701833693 leaf_count=138 95 2477 66 internal_value=0 0.000852676 -0.0132441 internal_weight=0 113.506 7.23123 internal_count=2776 2615 161 is_linear=0 shrinkage=0.0224292 Tree=7856 num_leaves=3 num_cat=0 split_feature=1429 42 split_gain=4.33023 3.63928 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026328073208388869 -0.0077087227405463043 0.0037312083753434544 leaf_weight=2.7270376866308643 16.194804875893169 101.97952344749683 leaf_count=148 765 1950 internal_value=0 0.00216247 internal_weight=0 118.174 internal_count=2863 2715 is_linear=0 shrinkage=0.0224292 Tree=7857 num_leaves=4 num_cat=0 split_feature=42 457 0 split_gain=3.19332 3.34822 1.50606 threshold=-0.09602999999999999 0.084365000000000009 -0.019414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023379746980759241 0.0007085206322218296 0.011582476387189599 0.0016819383938839875 leaf_weight=3.6873994263023633 98.692427874326313 16.629647314883186 1.7846791767515231 leaf_count=201 2462 183 17 internal_value=0 0.00227822 -0.0152286 internal_weight=0 115.322 5.47208 internal_count=2863 2645 218 is_linear=0 shrinkage=0.0224292 Tree=7858 num_leaves=4 num_cat=0 split_feature=42 457 0 split_gain=3.07525 3.21052 1.46889 threshold=-0.09602999999999999 0.084365000000000009 -0.019414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023163850972190328 0.00069262790750924681 0.011352242875368445 0.0016457763372217759 leaf_weight=3.6390180898124527 98.693044457344513 16.587230201912462 1.7834192644804705 leaf_count=201 2462 183 17 internal_value=0 0.00222802 -0.0150269 internal_weight=0 115.28 5.42244 internal_count=2863 2645 218 is_linear=0 shrinkage=0.0224292 Tree=7859 num_leaves=4 num_cat=0 split_feature=42 457 0 split_gain=2.96126 3.07822 1.43229 threshold=-0.09602999999999999 0.084365000000000009 -0.019414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022946532268182652 0.0006770914598471185 0.011125906292133463 0.0016103669209173543 leaf_weight=3.5918053492114268 98.693661077635625 16.545922115168651 1.7821871512569476 leaf_count=201 2462 183 17 internal_value=0 0.00217891 -0.0148258 internal_weight=0 115.24 5.37399 internal_count=2863 2645 218 is_linear=0 shrinkage=0.0224292 Tree=7860 num_leaves=3 num_cat=0 split_feature=133 38 split_gain=2.75586 2.86749 threshold=-0.25159999999999993 0.087760000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046307916613480337 6.1843663411291338e-06 -0.00041725195214977807 leaf_weight=2.5759841758954272 117.04995642084032 3.1580973328673272 leaf_count=182 2641 55 internal_value=0 -5.00461e-06 internal_weight=0 120.208 internal_count=2878 2696 is_linear=0 shrinkage=0.000439788 Tree=7861 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=2.87467 4.44638 threshold=0.087760000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016606016653444737 -0.021833997145106619 -0.0012410765557593769 leaf_weight=7.4820083034574045 3.1250833368394515 110.07465497179328 leaf_count=222 55 2601 internal_value=0 -0.000102669 internal_weight=0 117.557 internal_count=2878 2823 is_linear=0 shrinkage=0.0224292 Tree=7862 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=2.75584 4.29294 threshold=0.087760000000000019 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016411354576087844 -0.021406153374114771 -0.0012133311151861933 leaf_weight=7.4020854710979611 3.1165302123990832 110.06693842682762 leaf_count=222 55 2601 internal_value=0 -0.000100259 internal_weight=0 117.469 internal_count=2878 2823 is_linear=0 shrinkage=0.0224292 Tree=7863 num_leaves=3 num_cat=0 split_feature=133 38 split_gain=2.76727 2.73809 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046447366725233598 9.3409061404206802e-06 -0.00035506248132059298 leaf_weight=2.5518364009112693 114.9512325109099 4.1123608048219458 leaf_count=182 2628 68 internal_value=0 -3.3002e-06 internal_weight=0 119.064 internal_count=2878 2696 is_linear=0 shrinkage=0.000439788 Tree=7864 num_leaves=4 num_cat=0 split_feature=11 1374 4 split_gain=2.43732 2.72733 1.75865 threshold=0.08184000000000001 0.087785000000000016 0.28937500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5045489700296433e-05 -0.0004898704954236099 -0.00036963544063782239 -3.492666652447866e-05 leaf_weight=111.86576029485877 2.9781527701397854 3.1351031660160507 3.6454956782981753 leaf_count=2582 120 69 42 internal_value=0 3.36812e-05 -0.0002403 internal_weight=0 115.001 6.62365 internal_count=2813 2651 162 is_linear=0 shrinkage=0.000439788 Tree=7865 num_leaves=4 num_cat=0 split_feature=11 1374 4 split_gain=2.43759 2.68516 1.74397 threshold=0.08184000000000001 0.087785000000000016 0.28937500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.5304631157214619e-05 -0.00048816772074640599 -0.00036780463784711627 -3.5284450871854781e-05 leaf_weight=112.23484144003305 2.9808654403677783 3.1090271506254785 3.6472051129676402 leaf_count=2582 120 69 42 internal_value=0 3.41105e-05 -0.000239778 internal_weight=0 115.344 6.62807 internal_count=2813 2651 162 is_linear=0 shrinkage=0.000439788 Tree=7866 num_leaves=4 num_cat=0 split_feature=11 1374 1 split_gain=2.37165 2.66741 1.27811 threshold=0.08184000000000001 0.087785000000000016 0.10835000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.4216005811277713e-05 -0.00041406605055676411 -0.00036678752325867221 -2.6502111638251928e-05 leaf_weight=112.31275201992321 3.5900795213074153 3.120515463204355 3.0304124290123582 leaf_count=2582 113 69 49 internal_value=0 3.30465e-05 -0.000237252 internal_weight=0 115.433 6.62049 internal_count=2813 2651 162 is_linear=0 shrinkage=0.000439788 Tree=7867 num_leaves=4 num_cat=0 split_feature=11 1374 4 split_gain=2.448 2.69758 1.74878 threshold=0.08184000000000001 0.087785000000000016 0.28937500000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6042189980292278e-05 -0.00048770941819548965 -0.00036760249655516138 -3.468602884955391e-05 leaf_weight=111.9598094625544 2.989827284067359 3.1157585544715394 3.6510859644040465 leaf_count=2582 120 69 42 internal_value=0 3.47833e-05 -0.000239457 internal_weight=0 115.076 6.64091 internal_count=2813 2651 162 is_linear=0 shrinkage=0.000439788 Tree=7868 num_leaves=4 num_cat=0 split_feature=403 15 3 split_gain=3.16465 3.6661 3.14143 threshold=0.03138500000000001 0.085205000000000017 -0.10315499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067408401695263293 -0.0021674466712769732 0.02140453354951281 -0.0028266876487167752 leaf_weight=21.654196199011494 6.0798717264606221 7.2825685420320951 84.857763613328643 leaf_count=326 194 152 2186 internal_value=0 0.0106916 -0.000880721 internal_weight=0 13.3624 106.512 internal_count=2858 346 2512 is_linear=0 shrinkage=0.0224292 Tree=7869 num_leaves=4 num_cat=0 split_feature=403 3 3 split_gain=3.01729 3.57561 3.00551 threshold=0.03138500000000001 -0.091234999999999983 -0.10315499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0066010712089643007 -0.012738498489199973 0.016202499106562962 -0.0027635987211696018 leaf_weight=21.617549856749974 2.6687997202570832 10.726195607378029 84.84873915686876 leaf_count=326 85 261 2186 internal_value=0 0.0104264 -0.000861298 internal_weight=0 13.395 106.466 internal_count=2858 346 2512 is_linear=0 shrinkage=0.0224292 Tree=7870 num_leaves=4 num_cat=0 split_feature=403 15 1 split_gain=2.87876 3.41184 2.99542 threshold=0.03138500000000001 0.085205000000000017 0.094655000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0040256732234749282 -0.0022381232855046601 0.020460693682211199 0.0036040949137021083 leaf_weight=62.020438272307729 6.0864421190362901 7.3308732990335557 44.401596630879794 leaf_count=1698 194 152 814 internal_value=0 0.0101754 -0.000842292 internal_weight=0 13.4173 106.422 internal_count=2858 346 2512 is_linear=0 shrinkage=0.0224292 Tree=7871 num_leaves=4 num_cat=0 split_feature=403 3 3 split_gain=2.74517 3.34296 2.87906 threshold=0.03138500000000001 -0.091234999999999983 -0.10315499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0064846377737801716 -0.012461126777932983 0.015490820537456087 -0.0026867239281768989 leaf_weight=21.58923608146506 2.6732726223799537 10.774684228053955 84.755515398992429 leaf_count=326 85 261 2186 internal_value=0 0.00992456 -0.000824 internal_weight=0 13.448 106.345 internal_count=2858 346 2512 is_linear=0 shrinkage=0.0224292 Tree=7872 num_leaves=4 num_cat=0 split_feature=0 147 43 split_gain=3.72697 3.02532 2.74276 threshold=-0.046564999999999995 0.090245000000000006 0.093240000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026717801116311031 0.0039500485081074878 0.015262217626169293 0.021312128913690744 leaf_weight=92.080621606653949 22.035303852306246 4.9694123035296789 5.7628414974751641 leaf_count=2384 371 80 42 internal_value=0 -0.00175065 0.00756154 internal_weight=0 97.05 27.7981 internal_count=2877 2464 413 is_linear=0 shrinkage=0.0224292 Tree=7873 num_leaves=3 num_cat=0 split_feature=0 147 split_gain=3.59134 3.18219 threshold=0.15082000000000004 0.090245000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0014655106892055712 0.015724838211429375 0.015531417843687568 leaf_weight=111.75639635199877 7.1535754097640156 5.8112991867092196 leaf_count=2712 63 102 internal_value=0 -0.000622978 internal_weight=0 117.568 internal_count=2877 2814 is_linear=0 shrinkage=0.0224292 Tree=7874 num_leaves=4 num_cat=0 split_feature=0 133 43 split_gain=3.53004 2.90708 2.66341 threshold=-0.046564999999999995 -0.10927999999999999 0.093240000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034024584517891441 7.4017855609229577e-05 -1.5393215756494186e-05 0.0004102961124074251 leaf_weight=5.6346930624404186 22.238325076974437 92.533849841493065 5.7140733139676732 leaf_count=309 371 2155 42 internal_value=0 -3.41017e-05 0.000142994 internal_weight=0 98.1685 27.9524 internal_count=2877 2464 413 is_linear=0 shrinkage=0.000439788 Tree=7875 num_leaves=4 num_cat=0 split_feature=0 133 43 split_gain=3.49601 2.98653 2.56916 threshold=-0.046564999999999995 -0.10927999999999999 0.093240000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034185952442869607 7.7573798115352369e-05 -1.1910302521175965e-05 0.00040752323146667571 leaf_weight=5.6109036207471936 22.260574224510496 92.205720747697342 5.7271910593262865 leaf_count=309 371 2155 42 internal_value=0 -3.08997e-05 0.000145324 internal_weight=0 97.8166 27.9878 internal_count=2877 2464 413 is_linear=0 shrinkage=0.000439788 Tree=7876 num_leaves=4 num_cat=0 split_feature=43 160 48 split_gain=2.55335 4.63356 3.95527 threshold=-0.057994999999999998 -1.0000000180025095e-35 0.08790000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017354015723155256 1.7509578551316035e-05 0.00016072502903845465 -0.00021609033789095656 leaf_weight=10.136791051938415 58.509507361492069 38.165815514636051 18.416382294535651 leaf_count=522 1309 781 218 internal_value=0 9.05352e-05 -3.8455e-05 internal_weight=0 48.3026 76.9259 internal_count=2830 1303 1527 is_linear=0 shrinkage=0.000439788 Tree=7877 num_leaves=4 num_cat=0 split_feature=43 160 15 split_gain=2.69779 4.69907 4.47847 threshold=-0.057994999999999998 -1.0000000180025095e-35 0.10330500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088715748590839361 -0.00061822001492577161 0.0084248340962991709 -0.02355762414971253 leaf_weight=9.9739537031382479 71.742089086879787 37.774124189949362 4.5341932175288084 leaf_count=522 1392 781 135 internal_value=0 0.00480974 -0.00198739 internal_weight=0 47.7481 76.2763 internal_count=2830 1303 1527 is_linear=0 shrinkage=0.0224292 Tree=7878 num_leaves=4 num_cat=0 split_feature=43 160 15 split_gain=2.5799 4.4941 4.32283 threshold=-0.057994999999999998 -1.0000000180025095e-35 0.10330500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0086902329566217532 -0.00060434670244395637 0.0082384212308382766 -0.023233166771203448 leaf_weight=9.954331387039927 71.74335710676678 37.762995167500776 4.4951079975944586 leaf_count=522 1392 781 135 internal_value=0 0.00470486 -0.00194405 internal_weight=0 47.7173 76.2385 internal_count=2830 1303 1527 is_linear=0 shrinkage=0.0224292 Tree=7879 num_leaves=4 num_cat=0 split_feature=43 160 15 split_gain=2.3939 4.30148 4.10356 threshold=-0.057994999999999998 -1.0000000180025095e-35 0.10330500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016410992903670538 -1.0280317799796295e-05 0.00015635277167356536 -0.00044154912752080442 leaf_weight=10.245300321370449 72.713435439287423 38.454628534742369 4.5143143765890263 leaf_count=522 1392 781 135 internal_value=0 8.88972e-05 -3.55928e-05 internal_weight=0 48.6999 77.2277 internal_count=2830 1303 1527 is_linear=0 shrinkage=0.000439788 Tree=7880 num_leaves=4 num_cat=0 split_feature=39 1 3 split_gain=3.28808 4.34312 4.30415 threshold=0.0047850000000000011 0.088035000000000016 -0.10891999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2642086810212717e-05 -0.00026383712935752009 0.0002733265463912189 -0.0001217486300791361 leaf_weight=23.432978925718999 3.8319182931336391 11.933024950747493 79.563506154656352 leaf_count=337 65 280 2177 internal_value=0 0.000142599 -7.29639e-05 internal_weight=0 15.7649 102.996 internal_count=2859 345 2514 is_linear=0 shrinkage=0.000439788 Tree=7881 num_leaves=4 num_cat=0 split_feature=39 1 3 split_gain=3.43944 4.43372 4.29138 threshold=0.0047850000000000011 0.088035000000000016 0.14813000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010477164134603379 -0.00026743481970461298 0.00027457246572058054 0.00021709280986869091 leaf_weight=94.059443809161166 3.8409782583548795 11.977672084773074 8.7400208585495403 leaf_count=2377 65 280 137 internal_value=0 0.000142802 -7.73715e-05 internal_weight=0 15.8187 102.799 internal_count=2859 345 2514 is_linear=0 shrinkage=0.000439788 Tree=7882 num_leaves=4 num_cat=0 split_feature=39 1 3 split_gain=3.29809 4.24418 4.21265 threshold=0.0047850000000000011 0.088035000000000016 -0.10891999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0045615934110446593 -0.013354475757185756 0.013860477137874798 -0.0063440953876716579 leaf_weight=23.023341202862866 3.7997112993543842 11.763893222028853 78.628465416773906 leaf_count=337 65 280 2177 internal_value=0 0.00720797 -0.00387365 internal_weight=0 15.5636 101.652 internal_count=2859 345 2514 is_linear=0 shrinkage=0.0224292 Tree=7883 num_leaves=4 num_cat=0 split_feature=39 1 13 split_gain=3.22739 4.21142 4.1839 threshold=0.0047850000000000011 0.088035000000000016 -0.24921999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021434672381085234 -0.0002583114218218955 0.00027101870393673143 -0.00010026968644477743 leaf_weight=8.9408883591931936 3.8342377746412231 11.842458867569801 93.471445974142625 leaf_count=119 65 280 2395 internal_value=0 0.000141397 -7.27679e-05 internal_weight=0 15.6767 102.412 internal_count=2859 345 2514 is_linear=0 shrinkage=0.000439788 Tree=7884 num_leaves=4 num_cat=0 split_feature=1 133 3 split_gain=2.982 3.92489 3.35595 threshold=0.10100500000000003 0.084030000000000007 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0650614439873975e-05 0.00021386277709513902 0.00012135853428576587 -5.6987904990063671e-05 leaf_weight=58.073463272554363 25.219435506907757 23.793433209775685 13.613922897253358 leaf_count=1334 490 781 205 internal_value=0 -2.90193e-05 0.000118929 internal_weight=0 81.8669 38.8334 internal_count=2810 2115 695 is_linear=0 shrinkage=0.000439788 Tree=7885 num_leaves=4 num_cat=0 split_feature=1 133 3 split_gain=2.74895 3.96424 3.32286 threshold=0.10100500000000003 0.084030000000000007 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045289172522437306 0.010777050606326926 0.006388349524114185 -0.0030403142750629595 leaf_weight=57.65240522725253 24.889892191320541 23.55280540401327 13.490773376135619 leaf_count=1334 490 781 205 internal_value=0 -0.00136171 0.00592116 internal_weight=0 81.2052 38.3807 internal_count=2810 2115 695 is_linear=0 shrinkage=0.0224292 Tree=7886 num_leaves=4 num_cat=0 split_feature=1 133 3 split_gain=2.63107 3.78847 3.19822 threshold=0.10100500000000003 0.084030000000000007 0.10201 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0044293275458727483 0.011274142166893897 0.0062418428989446557 -0.0018627486293169141 leaf_weight=57.627219310283181 22.340833699799987 23.565263061738733 15.981666476021926 leaf_count=1334 475 781 220 internal_value=0 -0.00133139 0.00579745 internal_weight=0 81.1925 38.3225 internal_count=2810 2115 695 is_linear=0 shrinkage=0.0224292 Tree=7887 num_leaves=4 num_cat=0 split_feature=1 133 3 split_gain=2.51842 3.62048 3.07422 threshold=0.10100500000000003 0.084030000000000007 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043318639201231496 0.010370991163690215 0.0060987394415638165 -0.002926302948455774 leaf_weight=57.6028825755875 24.751964677543583 23.577564589604663 13.509782569562956 leaf_count=1334 490 781 205 internal_value=0 -0.00130174 0.00567675 internal_weight=0 81.1804 38.2617 internal_count=2810 2115 695 is_linear=0 shrinkage=0.0224292 Tree=7888 num_leaves=3 num_cat=0 split_feature=11 480 split_gain=2.37771 2.46253 threshold=0.089965000000000003 0.08456000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0032027827502018919 -0.013056225935780971 -0.015776453340086788 leaf_weight=122.30147017687705 5.0114772782253558 3.5199510168240513 leaf_count=2581 105 208 internal_value=0 0.00266951 internal_weight=0 125.821 internal_count=2894 2789 is_linear=0 shrinkage=0.0224292 Tree=7889 num_leaves=4 num_cat=0 split_feature=480 11 483 split_gain=2.26309 2.3772 0.785493 threshold=0.08456000000000001 0.089965000000000003 0.094075000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.1647596546409074e-05 -0.00048377300679431457 -0.00024731337370788737 -6.6866641119285407e-05 leaf_weight=122.80500764034332 2.0231483384850431 4.9947098199590974 1.5403479845917898 leaf_count=2581 144 102 67 internal_value=0 4.95375e-05 -0.000304879 internal_weight=0 127.8 3.5635 internal_count=2894 2683 211 is_linear=0 shrinkage=0.000439788 Tree=7890 num_leaves=3 num_cat=0 split_feature=38 480 split_gain=2.30391 2.3712 threshold=0.089560000000000015 0.08456000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0030147710247024058 -0.016472871612938783 -0.015585296392373578 leaf_weight=123.97939204541763 3.285077330270723 3.5278933796653282 leaf_count=2630 56 208 internal_value=0 0.00249788 internal_weight=0 127.507 internal_count=2894 2838 is_linear=0 shrinkage=0.0224292 Tree=7891 num_leaves=3 num_cat=0 split_feature=38 124 split_gain=2.35363 2.30115 threshold=0.089560000000000015 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00026041167246710522 -0.000326827139636555 2.9955759539012706e-05 leaf_weight=8.991954537588752 3.3400984859836162 119.84605584642486 leaf_count=207 56 2631 internal_value=0 4.60761e-05 internal_weight=0 128.838 internal_count=2894 2838 is_linear=0 shrinkage=0.000439788 Tree=7892 num_leaves=4 num_cat=0 split_feature=123 13 2 split_gain=2.33925 4.01477 1.74585 threshold=1.0000000180025095e-35 -0.53230999999999995 0.092635000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.029174535005505355 -0.003075376172083161 -5.702870560245355e-06 0.018646650261030628 leaf_weight=2.408693728153593 2.7525413254625146 106.82228635523643 5.6990965620498173 leaf_count=26 109 2551 148 internal_value=0 -0.000653902 0.0115812 internal_weight=0 109.231 8.45164 internal_count=2834 2577 257 is_linear=0 shrinkage=0.0224292 Tree=7893 num_leaves=4 num_cat=0 split_feature=156 401 157 split_gain=2.25877 2.13526 0.880723 threshold=0.10691500000000002 0.085435000000000011 -0.018414999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012979249247361351 -0.0051974681779835405 -0.016201606606647975 -0.028810691314793135 leaf_weight=110.8101633913775 1.4499893504835202 3.6033154182241551 1.766455717923235 leaf_count=2443 79 230 82 internal_value=0 0.000744187 -0.0182592 internal_weight=0 114.413 3.21645 internal_count=2834 2673 161 is_linear=0 shrinkage=0.0224292 Tree=7894 num_leaves=4 num_cat=0 split_feature=123 124 2 split_gain=2.44357 3.76619 1.65505 threshold=1.0000000180025095e-35 -0.014429999999999998 0.092635000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00048964061324949584 -4.8832996636367207e-05 -1.3685484314736296e-06 0.00036332908372347039 leaf_weight=3.1257579545163017 2.7934597484418173 107.40804465369729 5.7449253478553146 leaf_count=59 109 2518 148 internal_value=0 -1.52584e-05 0.000228676 internal_weight=0 110.534 8.53839 internal_count=2834 2577 257 is_linear=0 shrinkage=0.000439788 Tree=7895 num_leaves=4 num_cat=0 split_feature=156 1 157 split_gain=2.09673 2.18337 0.889184 threshold=0.10691500000000002 0.13130500000000003 -0.042459999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7160354354017793e-06 -8.5332636297485922e-05 0.00024069010604355184 -0.00054895720011421132 leaf_weight=108.22407688693238 1.4437673458887732 7.6111560099016051 1.7987295581406204 leaf_count=2455 74 218 87 internal_value=0 1.33144e-05 -0.00034423 internal_weight=0 115.835 3.2425 internal_count=2834 2673 161 is_linear=0 shrinkage=0.000439788 Tree=7896 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=3.72992 3.44808 3.34474 threshold=0.084055000000000005 -0.07107999999999999 -0.51412499999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.009316241674592966 0.0094797310305916611 0.0044192372740131181 -0.007689001615029562 leaf_weight=10.960669519787187 6.4504509278631295 56.538695482217008 48.651914169444353 leaf_count=155 48 796 1863 internal_value=0 0.00218684 -0.00567659 internal_weight=0 67.4994 55.1024 internal_count=2862 951 1911 is_linear=0 shrinkage=0.0224292 Tree=7897 num_leaves=4 num_cat=0 split_feature=12 160 1429 split_gain=3.57201 3.21563 2.74651 threshold=0.084055000000000005 0.032485000000000007 0.084690000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00073512743067250864 -0.0081889489087127263 0.0056290156584041231 0.016726671733714747 leaf_weight=61.561551359845907 44.529632083756951 10.44773342924236 5.9038743435521601 leaf_count=888 1659 252 63 internal_value=0 -0.00556198 0.00213888 internal_weight=0 54.9774 67.4654 internal_count=2862 1911 951 is_linear=0 shrinkage=0.0224292 Tree=7898 num_leaves=4 num_cat=0 split_feature=12 16 15 split_gain=3.4259 3.33668 2.81951 threshold=0.084055000000000005 -0.51412499999999983 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.8951587646647134e-05 0.0001905804129450108 -0.00014390931601583869 -0.00026225290552230708 leaf_weight=62.638735691169131 6.5213088462478472 48.966762948944961 5.3809809208141806 leaf_count=843 48 1863 108 internal_value=0 -0.000104546 4.2684e-05 internal_weight=0 55.4881 68.0197 internal_count=2862 1911 951 is_linear=0 shrinkage=0.000439788 Tree=7899 num_leaves=4 num_cat=0 split_feature=12 49 16 split_gain=3.4164 3.28426 3.21731 threshold=0.084055000000000005 -0.07107999999999999 -0.51412499999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0091244096490788757 0.0094210137035106375 0.0042758758674945468 -0.0074232624360338053 leaf_weight=10.973379167960955 6.4489204329729537 56.458158707475377 48.447713080262474 leaf_count=155 48 796 1863 internal_value=0 0.00209323 -0.00544191 internal_weight=0 67.4315 54.8966 internal_count=2862 951 1911 is_linear=0 shrinkage=0.0224292 Tree=7900 num_leaves=4 num_cat=0 split_feature=2 1429 2 split_gain=2.59716 4.98185 4.32782 threshold=0.086610000000000006 0.084545000000000009 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0063839330561738213 0.026030252879661417 0.022888224705235251 0.0015677769675354716 leaf_weight=38.554680691555404 3.8033136210360672 3.146224423981038 75.616986176846694 leaf_count=1143 41 27 1657 internal_value=0 -0.00416596 0.00274522 internal_weight=0 41.7009 79.4203 internal_count=2868 1170 1698 is_linear=0 shrinkage=0.0224292 Tree=7901 num_leaves=4 num_cat=0 split_feature=2 12 2 split_gain=2.48492 5.12335 4.13458 threshold=0.086610000000000006 0.086885000000000004 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011604574533333049 0.025438282408007513 0.0041444174989764418 0.001532939649406167 leaf_weight=21.729676923532679 3.8049541129148556 19.884772246010471 75.601480792089205 leaf_count=586 41 584 1657 internal_value=0 -0.00408073 0.00268426 internal_weight=0 41.6144 79.4064 internal_count=2868 1170 1698 is_linear=0 shrinkage=0.0224292 Tree=7902 num_leaves=4 num_cat=0 split_feature=1211 49 3 split_gain=2.12459 1.84449 0.228985 threshold=1.0000000180025095e-35 -0.088014999999999996 -0.080864999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.006819517471882375 -0.011505453301170086 0.0018546487425135595 -0.02413238607458577 leaf_weight=13.972476417482538 1.4460500628629236 103.99472264872929 1.568065370665862 leaf_count=165 91 2530 82 internal_value=0 0.000826311 -0.018185 internal_weight=0 117.967 3.01412 internal_count=2868 2695 173 is_linear=0 shrinkage=0.0224292 Tree=7903 num_leaves=4 num_cat=0 split_feature=2 0 2 split_gain=2.36343 4.99939 3.87159 threshold=0.086610000000000006 -0.063914999999999986 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016242862433746118 0.00048414855416855929 0.00019221421728700814 3.0646826465559608e-05 leaf_weight=31.743846803743509 3.8050137629325027 10.125777033212215 76.128015492653503 leaf_count=1002 41 168 1657 internal_value=0 -7.6613e-05 5.23451e-05 internal_weight=0 41.8696 79.933 internal_count=2868 1170 1698 is_linear=0 shrinkage=0.000439788 Tree=7904 num_leaves=4 num_cat=0 split_feature=131 13 42 split_gain=4.09456 4.11027 1.65858 threshold=0.092370000000000022 -0.091924999999999993 0.096375000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0080245277676362047 -0.026135868939948681 -0.001724486615592007 0.0014118434165036166 leaf_weight=28.909996830492673 4.1394209811951432 87.723003067761965 1.4921122406376524 leaf_count=397 252 2138 60 internal_value=0 0.000692934 -0.0188568 internal_weight=0 116.633 5.63153 internal_count=2847 2535 312 is_linear=0 shrinkage=0.0224292 Tree=7905 num_leaves=4 num_cat=0 split_feature=131 13 42 split_gain=4.02117 4.10603 1.71257 threshold=0.092370000000000022 -0.091924999999999993 0.096545000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015568562348232482 -0.00050856554161329002 -3.4426418423003323e-05 4.4404364500955315e-05 leaf_weight=29.220807234287349 4.192783309837977 88.396017200509959 1.4544237093068657 leaf_count=397 257 2138 55 internal_value=0 1.28227e-05 -0.00036648 internal_weight=0 117.617 5.64721 internal_count=2847 2535 312 is_linear=0 shrinkage=0.000439788 Tree=7906 num_leaves=4 num_cat=0 split_feature=131 13 42 split_gain=3.97863 4.01674 1.78266 threshold=0.092370000000000022 -0.091924999999999993 0.096825000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015573007570150735 -0.00050721469584459437 -3.2180238573306035e-05 5.8511219248640642e-05 leaf_weight=29.208144795182307 4.2034659751770951 88.982529214054011 1.4413920652004888 leaf_count=397 258 2138 54 internal_value=0 1.42752e-05 -0.000363048 internal_weight=0 118.191 5.64486 internal_count=2847 2535 312 is_linear=0 shrinkage=0.000439788 Tree=7907 num_leaves=4 num_cat=0 split_feature=131 13 15 split_gain=3.97084 4.11027 1.10682 threshold=0.092370000000000022 -0.091924999999999993 0.084735000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015720556346779895 -0.00047580706710934967 -3.2478198429400281e-05 -2.8863801720714991e-05 leaf_weight=29.361281619858346 4.2064723181283616 89.090085589885348 1.439261470994097 leaf_count=397 202 2138 110 internal_value=0 1.45577e-05 -0.00036235 internal_weight=0 118.451 5.64573 internal_count=2847 2535 312 is_linear=0 shrinkage=0.000439788 Tree=7908 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=2.55875 2.13331 threshold=-1.0000000180025095e-35 0.13206500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000306899053658906 4.3373841536055277e-05 -0.00025897013022646028 leaf_weight=4.4597438560449509 116.06639100565371 4.6775017935142378 leaf_count=61 2724 60 internal_value=0 3.16222e-05 internal_weight=0 120.744 internal_count=2845 2784 is_linear=0 shrinkage=0.000439788 Tree=7909 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=2.57874 2.20362 threshold=-1.0000000180025095e-35 0.13206500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030810235626787163 4.3429244490045912e-05 -0.00026507912037278367 leaf_weight=4.4678057095734394 115.50390164002056 4.639784283557673 leaf_count=61 2724 60 internal_value=0 3.14748e-05 internal_weight=0 120.144 internal_count=2845 2784 is_linear=0 shrinkage=0.000439788 Tree=7910 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=2.66525 2.21093 threshold=-1.0000000180025095e-35 0.13206500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01601283797731292 0.0022983739414432981 -0.013487182516501517 leaf_weight=4.4216350429342119 114.63009628241343 4.6255373970489009 leaf_count=61 2724 60 internal_value=0 0.00168404 internal_weight=0 119.256 internal_count=2845 2784 is_linear=0 shrinkage=0.0224292 Tree=7911 num_leaves=3 num_cat=0 split_feature=39 47 split_gain=2.38165 2.03542 threshold=-1.0000000180025095e-35 0.13206500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002937588324042378 4.3390957066875156e-05 -0.0002521908670213839 leaf_weight=4.4864431122550732 115.93927009077925 4.6692750133806831 leaf_count=61 2724 60 internal_value=0 3.19096e-05 internal_weight=0 120.609 internal_count=2845 2784 is_linear=0 shrinkage=0.000439788 Tree=7912 num_leaves=4 num_cat=0 split_feature=3 43 2 split_gain=3.30122 4.86826 4.37218 threshold=-0.078669999999999976 -0.06705499999999999 0.084970000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000328787440968582 0.00020487854510985022 -4.9606920506082795e-05 -3.4968125642301713e-05 leaf_weight=14.582106561807448 20.050154961136286 52.744939200212684 29.777674040511556 leaf_count=587 436 835 972 internal_value=0 2.05221e-05 -0.000131653 internal_weight=0 72.7951 44.3598 internal_count=2830 1271 1559 is_linear=0 shrinkage=0.000439788 Tree=7913 num_leaves=4 num_cat=0 split_feature=3 43 394 split_gain=3.15708 4.93136 4.43772 threshold=-0.078669999999999976 -0.05294999999999999 -0.081859999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.017391438958599934 0.010302150312282632 -0.0027090522466396939 -0.0087755214976247536 leaf_weight=3.5299161906441432 20.413758580987633 51.797420172821148 40.273396173990477 leaf_count=116 486 785 1443 internal_value=0 0.000970904 -0.00666018 internal_weight=0 72.2112 43.8033 internal_count=2830 1271 1559 is_linear=0 shrinkage=0.0224292 Tree=7914 num_leaves=4 num_cat=0 split_feature=3 43 2 split_gain=3.0222 4.72216 4.38658 threshold=-0.078669999999999976 -0.06705499999999999 0.084970000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016713758251367419 0.010255441195367341 -0.0025854558593123565 -0.0015718023372665133 leaf_weight=14.280083265515712 19.86074359586928 52.31704556713521 29.456544675309488 leaf_count=587 436 835 972 internal_value=0 0.000949677 -0.00652081 internal_weight=0 72.1778 43.7366 internal_count=2830 1271 1559 is_linear=0 shrinkage=0.0224292 Tree=7915 num_leaves=4 num_cat=0 split_feature=16 49 48 split_gain=3.01392 4.464 2.54893 threshold=-0.5064249999999999 0.11645000000000001 0.11427000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016070764905858976 -0.0043946069841897467 0.013458609393410747 -0.0052474014709249055 leaf_weight=8.0499935314765008 95.813308193932244 7.5862957185563564 4.3269400223507537 leaf_count=162 2459 167 42 internal_value=0 -0.0030825 0.00862139 internal_weight=0 103.4 12.3769 internal_count=2830 2626 204 is_linear=0 shrinkage=0.0224292 Tree=7916 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=3.15904 4.02735 2.72937 threshold=-0.077814999999999981 -0.080694999999999975 -0.095924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0023570217569531832 0.015928629426825814 -0.026762551286456805 0.0016899542062011634 leaf_weight=44.754141142877415 7.5864536553854114 3.6627443386969381 61.898395132186124 leaf_count=1404 66 240 1141 internal_value=0 -0.00421312 0.0032485 internal_weight=0 48.4169 69.4848 internal_count=2851 1644 1207 is_linear=0 shrinkage=0.0224292 Tree=7917 num_leaves=4 num_cat=0 split_feature=3 4 151 split_gain=3.02365 3.98795 2.62471 threshold=-0.077814999999999981 0.23993500000000004 -0.095924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0073089765381254496 0.015643788616235672 0.008905841676411454 0.0016524075775147141 leaf_weight=38.850625862514789 7.5520713521109419 9.4771557411440863 61.885575605501799 leaf_count=1523 66 121 1141 internal_value=0 -0.00412696 0.003178 internal_weight=0 48.3278 69.4376 internal_count=2851 1644 1207 is_linear=0 shrinkage=0.0224292 Tree=7918 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=2.89417 3.96634 2.52376 threshold=-0.077814999999999981 -0.080694999999999975 -0.095924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0022194181129201484 0.015362688589911678 -0.026732231593915221 0.0016156867327334705 leaf_weight=44.64945601908039 7.5185024874517685 3.5689170835175892 61.873080620815017 leaf_count=1404 66 240 1141 internal_value=0 -0.00404361 0.00310898 internal_weight=0 48.2184 69.3916 internal_count=2851 1644 1207 is_linear=0 shrinkage=0.0224292 Tree=7919 num_leaves=4 num_cat=0 split_feature=155 42 43 split_gain=2.77348 2.77119 1.15127 threshold=0.081835000000000005 -0.11244999999999998 -0.079689999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018479240297929803 -0.0016643506451962905 0.0015051072613069783 -0.025195333847868675 leaf_weight=3.5867764687227455 1.6176016964745938 109.31880325389648 2.9557619424449504 leaf_count=158 70 2491 132 internal_value=0 0.000867229 -0.0169139 internal_weight=0 112.906 4.57336 internal_count=2851 2649 202 is_linear=0 shrinkage=0.0224292 Tree=7920 num_leaves=3 num_cat=0 split_feature=40 13 split_gain=2.91543 4.0372 threshold=0.095825000000000007 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.021242888025180481 -0.019973602449231388 0.00021278416801950059 leaf_weight=4.7725039734868906 3.3850935383125025 110.39440664293033 leaf_count=62 51 2728 internal_value=0 0.00108765 internal_weight=0 115.167 internal_count=2841 2790 is_linear=0 shrinkage=0.0224292 Tree=7921 num_leaves=3 num_cat=0 split_feature=40 13 split_gain=2.83579 4.00766 threshold=0.095825000000000007 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041427739929489116 -0.00038548570456648174 3.0820564034473668e-06 leaf_weight=4.7617184990231172 3.4156830187312144 111.59600649334061 leaf_count=62 51 2728 internal_value=0 1.99746e-05 internal_weight=0 116.358 internal_count=2841 2790 is_linear=0 shrinkage=0.000439788 Tree=7922 num_leaves=4 num_cat=0 split_feature=403 0 131 split_gain=2.83418 5.86736 2.91918 threshold=0.03138500000000001 -0.084184999999999996 0.08956500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018688231116395932 -0.010255141449029146 0.020369532360252459 -0.015064850084213498 leaf_weight=97.821663610769974 4.757731778179731 9.2236448427829583 6.7296401029525432 leaf_count=2155 175 165 346 internal_value=0 0.00994847 -0.000797395 internal_weight=0 13.9814 104.551 internal_count=2841 340 2501 is_linear=0 shrinkage=0.0224292 Tree=7923 num_leaves=3 num_cat=0 split_feature=40 13 split_gain=2.80135 4.05299 threshold=0.095825000000000007 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041524714583358413 -0.00038274976025433089 3.159924192078872e-06 leaf_weight=4.7959773120237505 3.4165891864467985 111.77880837652629 leaf_count=62 51 2728 internal_value=0 2.01787e-05 internal_weight=0 116.575 internal_count=2841 2790 is_linear=0 shrinkage=0.000439788 Tree=7924 num_leaves=3 num_cat=0 split_feature=1375 403 split_gain=3.61665 3.19809 threshold=-0.24467499999999998 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020227403586046518 -0.0011336983016678305 0.014150266131050103 leaf_weight=4.5226290591890566 109.53274284536928 7.3302005295117842 leaf_count=25 2589 215 internal_value=0 -0.00017286 internal_weight=0 116.863 internal_count=2829 2804 is_linear=0 shrinkage=0.0224292 Tree=7925 num_leaves=4 num_cat=0 split_feature=42 457 12 split_gain=3.9024 3.16893 2.74164 threshold=-1.0000000180025095e-35 0.31089000000000006 0.089810000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.7239433729975327e-05 2.811503200564633e-05 0.00038715739582024323 -0.00046172448016161522 leaf_weight=11.212147395470312 101.66241216288654 4.968998164869844 4.8813686940047765 leaf_count=366 2039 25 399 internal_value=0 4.49126e-05 -0.000187297 internal_weight=0 106.631 16.0935 internal_count=2829 2064 765 is_linear=0 shrinkage=0.000439788 Tree=7926 num_leaves=4 num_cat=0 split_feature=42 457 403 split_gain=3.69786 3.09644 2.71862 threshold=-1.0000000180025095e-35 0.31089000000000006 0.093255000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013590312357499404 0.0012468838070378756 0.019459236731390151 0.011622981046352506 leaf_weight=13.285694866903212 100.64176964903345 4.907337380340322 2.5511338137039266 leaf_count=673 2039 25 92 internal_value=0 0.002097 -0.00951963 internal_weight=0 105.549 15.8368 internal_count=2829 2064 765 is_linear=0 shrinkage=0.0224292 Tree=7927 num_leaves=4 num_cat=0 split_feature=42 1375 403 split_gain=3.54428 2.88234 2.60885 threshold=-1.0000000180025095e-35 -0.24467499999999998 0.093255000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013344343682268308 0.019684438712484438 0.0012714678427285604 0.011356195204398685 leaf_weight=13.228113923845738 4.446994910715147 101.05852019627491 2.5529302653776531 leaf_count=673 23 2041 92 internal_value=0 0.00205098 -0.00933959 internal_weight=0 105.506 15.781 internal_count=2829 2064 765 is_linear=0 shrinkage=0.0224292 Tree=7928 num_leaves=4 num_cat=0 split_feature=133 123 15 split_gain=3.0268 4.1387 3.36932 threshold=0.091505000000000017 1.0000000180025095e-35 0.091735000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0017110213441170082 -0.020264110618350331 0.019464952257246013 -0.011957899405435669 leaf_weight=96.972101578367074 7.331356883471015 1.591595819845679 9.9890068117492756 leaf_count=1978 475 43 325 internal_value=0 -0.0131512 0.000432586 internal_weight=0 8.92295 106.961 internal_count=2821 518 2303 is_linear=0 shrinkage=0.0224292 Tree=7929 num_leaves=4 num_cat=0 split_feature=1 4 42 split_gain=3.00624 4.10396 4.08246 threshold=0.077800000000000022 -0.22295999999999996 0.091840000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.3509571412578148e-05 -0.00025937315692499407 7.2053513696096466e-05 -0.00045657247730683412 leaf_weight=33.811833933737944 8.0463379701250215 69.460637159030739 5.6586088281619586 leaf_count=1159 169 1209 284 internal_value=0 3.75913e-05 -0.000111487 internal_weight=0 77.507 39.4704 internal_count=2821 1378 1443 is_linear=0 shrinkage=0.000439788 Tree=7930 num_leaves=4 num_cat=0 split_feature=1 42 4 split_gain=2.92367 4.03838 4.03183 threshold=0.077800000000000022 0.091840000000000019 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026430274083939515 -0.013120535345636527 -0.023209410001168572 0.0036981614153487447 leaf_weight=33.536598286318622 7.9872967008850528 5.5882570604371713 68.679036216970417 leaf_count=1159 169 284 1209 internal_value=0 -0.00559044 0.00194312 internal_weight=0 39.1249 76.6663 internal_count=2821 1443 1378 is_linear=0 shrinkage=0.0224292 Tree=7931 num_leaves=4 num_cat=0 split_feature=133 123 15 split_gain=2.86948 3.97459 3.19893 threshold=0.091505000000000017 1.0000000180025095e-35 0.091735000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016699839669652803 -0.019867898536564326 0.019337459706567046 -0.011675163919478544 leaf_weight=96.891537664374482 7.2527438651668472 1.5682195094123015 9.9463271046079154 leaf_count=1978 475 43 325 internal_value=0 -0.0128711 0.000425721 internal_weight=0 8.82096 106.838 internal_count=2821 518 2303 is_linear=0 shrinkage=0.0224292 Tree=7932 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=3.02072 2.72226 threshold=-0.51296999999999993 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023730040688412331 -0.0022693752559992653 0.0050192735474390527 leaf_weight=2.7224387270689467 79.757737537915091 38.0667183420519 leaf_count=199 1990 650 internal_value=0 8.58725e-05 internal_weight=0 117.824 internal_count=2839 2640 is_linear=0 shrinkage=0.0224292 Tree=7933 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=2.951 2.60495 threshold=-0.51296999999999993 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02369741566786451 -0.0022190893777638394 0.0049151895315267709 leaf_weight=2.665705971488932 79.736333790448043 38.002076985289023 leaf_count=199 1990 650 internal_value=0 8.4044e-05 internal_weight=0 117.738 internal_count=2839 2640 is_linear=0 shrinkage=0.0224292 Tree=7934 num_leaves=3 num_cat=0 split_feature=52 1429 split_gain=2.88293 2.28896 threshold=-0.51296999999999993 0.084690000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023665261159999014 -0.0007803845735296854 0.011424361662370236 leaf_weight=2.6101092494318427 109.35521546327618 8.2993603614377189 leaf_count=199 2484 156 internal_value=0 8.22525e-05 internal_weight=0 117.655 internal_count=2839 2640 is_linear=0 shrinkage=0.0224292 Tree=7935 num_leaves=3 num_cat=0 split_feature=52 1 split_gain=2.81651 2.50313 threshold=-0.51296999999999993 0.10100500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02363356635602917 -0.0021772986359941495 0.0048202814831826268 leaf_weight=2.5556277910254712 79.685552934950465 37.947603123531735 leaf_count=199 1990 650 internal_value=0 8.04857e-05 internal_weight=0 117.633 internal_count=2839 2640 is_linear=0 shrinkage=0.0224292 Tree=7936 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.90899 3.87732 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.026005597433348935 -0.021800760563880774 -6.7658634944904537e-05 leaf_weight=2.9248936872463664 2.9741067317518164 113.02362783875287 leaf_count=14 76 2800 internal_value=0 0.000594233 internal_weight=0 115.949 internal_count=2890 2814 is_linear=0 shrinkage=0.0224292 Tree=7937 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.79692 3.72274 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0255345425118787 -0.021440613442617194 -6.6141343247096046e-05 leaf_weight=2.9125309849623582 2.9567561544099581 113.02375002572808 leaf_count=14 76 2800 internal_value=0 0.000581093 internal_weight=0 115.936 internal_count=2890 2814 is_linear=0 shrinkage=0.0224292 Tree=7938 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.63361 3.5574 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048720288130584834 -0.00040817304734600224 -2.9719942543527149e-06 leaf_weight=2.9180387074593446 2.9783263025892657 114.43291078324 leaf_count=14 76 2800 internal_value=0 9.29391e-06 internal_weight=0 117.351 internal_count=2890 2814 is_linear=0 shrinkage=0.000439788 Tree=7939 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.61155 3.60491 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00049256999953348158 -0.00040583538778370863 -1.3094896773765136e-06 leaf_weight=2.9127143318764857 2.961332739039789 114.33951416475975 leaf_count=14 76 2800 internal_value=0 1.10374e-05 internal_weight=0 117.252 internal_count=2890 2814 is_linear=0 shrinkage=0.000439788 Tree=7940 num_leaves=4 num_cat=0 split_feature=133 4 2 split_gain=4.89543 3.69988 3.49564 threshold=0.064400000000000013 -0.082084999999999977 0.082885000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010266684479278134 0.019048594891914756 0.0018216036855248233 -0.00019582332126976976 leaf_weight=23.947149012361479 9.6538920808525308 17.850778971456748 62.705012459615318 leaf_count=554 177 793 1336 internal_value=0 0.00787714 -0.00298065 internal_weight=0 27.5047 86.6522 internal_count=2860 970 1890 is_linear=0 shrinkage=0.0224292 Tree=7941 num_leaves=4 num_cat=0 split_feature=133 4 2 split_gain=4.46747 3.66187 3.32359 threshold=0.064400000000000013 -0.082084999999999977 0.082885000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00021342900345853089 0.00034631967922265082 1.0560020365406576e-05 -2.2266649271027299e-05 leaf_weight=24.386884257175552 9.5952856770381931 18.132400289014186 63.016611846307569 leaf_count=554 177 793 1336 internal_value=0 0.000126909 -7.56388e-05 internal_weight=0 27.7277 87.4035 internal_count=2860 970 1890 is_linear=0 shrinkage=0.000439788 Tree=7942 num_leaves=4 num_cat=0 split_feature=133 4 2 split_gain=4.67586 3.55792 3.35042 threshold=0.064400000000000013 -0.082084999999999977 0.082885000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010077675432050511 0.018669451711774435 0.0017556943222577894 -0.00020940604775100119 leaf_weight=23.887014593972708 9.6150152614936832 17.860112139362172 62.711863266760702 leaf_count=554 177 793 1336 internal_value=0 0.00768358 -0.00293304 internal_weight=0 27.4751 86.5989 internal_count=2860 970 1890 is_linear=0 shrinkage=0.0224292 Tree=7943 num_leaves=4 num_cat=0 split_feature=133 4 2 split_gain=4.4738 3.42138 3.21394 threshold=0.064400000000000013 -0.082084999999999977 0.082885000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.009879632510679531 0.018321900806625088 0.0017159787286692462 -0.00020470684555464001 leaf_weight=23.820482138718944 9.5784368950771768 17.864014510920242 62.71298435823519 leaf_count=554 177 793 1336 internal_value=0 0.00752077 -0.00286956 internal_weight=0 27.4425 86.5335 internal_count=2860 970 1890 is_linear=0 shrinkage=0.0224292 Tree=7944 num_leaves=4 num_cat=0 split_feature=0 15 3 split_gain=3.87822 3.74203 2.86906 threshold=-0.077944999999999987 -0.10020499999999997 -0.088074999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011490822464005013 0.012400927616956757 -6.5556215421594497e-05 0.0005790042359275204 leaf_weight=19.344498072607166 17.615518044371129 56.501899125998534 24.928179724804068 leaf_count=413 270 1422 737 internal_value=0 -0.00298171 0.00547732 internal_weight=0 75.8464 42.5437 internal_count=2842 1835 1007 is_linear=0 shrinkage=0.0224292 Tree=7945 num_leaves=4 num_cat=0 split_feature=0 15 132 split_gain=3.74213 3.48556 2.7477 threshold=-0.077944999999999987 -0.10020499999999997 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021869907869140315 6.0677674768966521e-05 -3.4575490997801828e-06 0.00039056429811095615 leaf_weight=19.505478657883941 37.23401421381277 57.132764085405142 5.6036258285166687 leaf_count=413 887 1422 120 internal_value=0 -5.82803e-05 0.000103985 internal_weight=0 76.6382 42.8376 internal_count=2842 1835 1007 is_linear=0 shrinkage=0.000439788 Tree=7946 num_leaves=4 num_cat=0 split_feature=0 147 3 split_gain=3.92774 3.47761 2.83578 threshold=-0.077944999999999987 0.090245000000000006 -0.088074999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1836509347582389e-05 0.00024155830191981842 0.00032212090240787213 1.232658432337305e-05 leaf_weight=72.344938146756249 17.783771424834413 4.352223369467537 25.235880332267698 leaf_count=1755 270 80 737 internal_value=0 -5.88393e-05 0.000107153 internal_weight=0 76.6972 43.0197 internal_count=2842 1835 1007 is_linear=0 shrinkage=0.000439788 Tree=7947 num_leaves=4 num_cat=0 split_feature=0 15 132 split_gain=3.76383 3.4187 2.77346 threshold=-0.077944999999999987 -0.10020499999999997 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021709777840796276 6.132437729719995e-05 -3.6063604130383081e-06 0.00039312264208954373 leaf_weight=19.46004888493917 37.186697774166532 56.841432628398252 5.5903317989432244 leaf_count=413 887 1422 120 internal_value=0 -5.80962e-05 0.000104842 internal_weight=0 76.3015 42.777 internal_count=2842 1835 1007 is_linear=0 shrinkage=0.000439788 Tree=7948 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=2.38529 2.9301 1.64392 threshold=0.0047850000000000011 -0.094744999999999982 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068727920208525037 -0.0060064544927467206 -0.0022437117335567989 0.013605341173701777 leaf_weight=22.914248569693882 2.6580816230562041 78.239705091878932 11.027788132472777 leaf_count=320 59 2143 256 internal_value=0 -0.000177657 0.00979326 internal_weight=0 101.154 13.6859 internal_count=2778 2463 315 is_linear=0 shrinkage=0.0224292 Tree=7949 num_leaves=4 num_cat=0 split_feature=39 13 12 split_gain=2.18806 2.97458 1.54011 threshold=0.0047850000000000011 -0.094744999999999982 -0.032329999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013425163250330014 9.9153179396313482e-05 -4.4861534332387631e-05 0.00044311974231649192 leaf_weight=23.174068480991991 10.38369662655168 79.055165335654237 3.3119154152918773 leaf_count=320 279 2143 36 internal_value=0 -4.24137e-06 0.000182833 internal_weight=0 102.229 13.6956 internal_count=2778 2463 315 is_linear=0 shrinkage=0.000439788 Tree=7950 num_leaves=4 num_cat=0 split_feature=39 49 1 split_gain=2.29139 2.91194 1.5851 threshold=0.0047850000000000011 -0.073954999999999979 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0093338475028186992 -0.0058891999868415142 0.0014066163733186168 0.013391447261920028 leaf_weight=14.871768312325001 2.6549783541413481 86.248035664044437 10.946723351607941 leaf_count=173 59 2290 256 internal_value=0 -0.000174456 0.00962499 internal_weight=0 101.12 13.6017 internal_count=2778 2463 315 is_linear=0 shrinkage=0.0224292 Tree=7951 num_leaves=4 num_cat=0 split_feature=39 13 1 split_gain=2.33289 2.97273 1.59352 threshold=0.0047850000000000011 -0.094744999999999982 0.088035000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013382362857079406 -0.00011572226805345321 -4.5511565776891596e-05 0.00026218454513077325 leaf_weight=23.084221166966017 2.6714560216933014 79.021733141840741 11.008542349307389 leaf_count=320 59 2143 256 internal_value=0 -4.94984e-06 0.000188328 internal_weight=0 102.106 13.68 internal_count=2778 2463 315 is_linear=0 shrinkage=0.000439788 Tree=7952 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=2.69294 8.72363 4.24488 threshold=-0.0063699999999999989 0.094695000000000015 -0.082064999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01204648072782636 0.010090942287081911 0.0048890146452622886 -0.0018471667039224831 leaf_weight=27.970855448376824 28.795131089927963 33.736763729350059 31.206869983980141 leaf_count=838 596 596 777 internal_value=0 -0.00278887 0.00388335 internal_weight=0 61.7076 60.002 internal_count=2807 1434 1373 is_linear=0 shrinkage=0.0224292 Tree=7953 num_leaves=3 num_cat=0 split_feature=403 12 split_gain=2.43681 2.47589 threshold=-0.092224999999999988 0.097325000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020926199133818227 -0.00046685603759066423 0.0082942005210029732 leaf_weight=2.596249913047358 99.584494358769007 19.366818801941918 leaf_count=346 2063 398 internal_value=0 0.00096066 internal_weight=0 118.951 internal_count=2807 2461 is_linear=0 shrinkage=0.0224292 Tree=7954 num_leaves=3 num_cat=0 split_feature=403 15 split_gain=2.51429 2.95101 threshold=-0.092224999999999988 -0.0063699999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040951975142017555 -4.6008689434266591e-05 9.185135404511122e-05 leaf_weight=2.65829449922603 61.417136366793784 58.733682680853235 leaf_count=346 1362 1099 internal_value=0 2.13857e-05 internal_weight=0 120.151 internal_count=2807 2461 is_linear=0 shrinkage=0.000439788 Tree=7955 num_leaves=3 num_cat=0 split_feature=403 15 split_gain=2.48234 2.90989 threshold=-0.092224999999999988 -0.0063699999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040945271159143029 -4.6925302810452896e-05 8.9951306666319312e-05 leaf_weight=2.6415135768256723 61.402431713946498 58.779856174467568 leaf_count=346 1362 1099 internal_value=0 2.00232e-05 internal_weight=0 120.182 internal_count=2807 2461 is_linear=0 shrinkage=0.000439788 Tree=7956 num_leaves=4 num_cat=0 split_feature=16 43 133 split_gain=3.23782 5.8257 4.80044 threshold=0.066010000000000013 0.12326000000000002 -0.10927999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018804297090818666 -0.012621784055207445 0.019038376555320074 0.0026818376189348399 leaf_weight=5.5506919310882941 19.912247476175256 3.4090306873840737 86.026505751389777 leaf_count=324 521 32 1984 internal_value=0 -0.00798201 0.00137587 internal_weight=0 23.3213 91.5772 internal_count=2861 553 2308 is_linear=0 shrinkage=0.0224292 Tree=7957 num_leaves=4 num_cat=0 split_feature=16 43 133 split_gain=3.10217 5.58861 4.62754 threshold=0.066010000000000013 0.12326000000000002 -0.10927999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018575147722105147 -0.012367227364390981 0.01872575633352553 0.0026222451385685009 leaf_weight=5.4940146201497546 19.867206259015806 3.3887546163023208 86.008803262580841 leaf_count=324 521 32 1984 internal_value=0 -0.00782485 0.0013459 internal_weight=0 23.256 91.5028 internal_count=2861 553 2308 is_linear=0 shrinkage=0.0224292 Tree=7958 num_leaves=4 num_cat=0 split_feature=16 43 133 split_gain=2.97197 5.3608 4.4602 threshold=0.066010000000000013 0.12326000000000002 -0.10927999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018345054394817133 -0.012116710587164124 0.018417519877079187 0.0025639607283124912 leaf_weight=5.439017226908617 19.82403893716037 3.368737594340927 85.991642117271113 leaf_count=324 521 32 1984 internal_value=0 -0.00767013 0.00131656 internal_weight=0 23.1928 91.4307 internal_count=2861 553 2308 is_linear=0 shrinkage=0.0224292 Tree=7959 num_leaves=4 num_cat=0 split_feature=16 133 133 split_gain=2.84701 4.3267 4.29826 threshold=0.066010000000000013 -0.093189999999999981 -0.10927999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018114127423703986 0.021967210683842563 -0.010700000701188777 0.0025069563653086738 leaf_weight=5.3856593928194334 2.2423087371062165 20.889348907545354 85.975004584175622 leaf_count=324 44 509 1984 internal_value=0 -0.00751784 0.00128782 internal_weight=0 23.1317 91.3607 internal_count=2861 553 2308 is_linear=0 shrinkage=0.0224292 Tree=7960 num_leaves=4 num_cat=0 split_feature=160 1 159 split_gain=4.97197 3.4785 2.80784 threshold=0.10039500000000001 0.096300000000000011 0.087735000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.1546270534242925e-05 -0.027424136272265073 0.0023890019681614212 0.011363329154949515 leaf_weight=98.264722106363479 5.3444500067052996 3.1061147564614657 12.466988881933501 leaf_count=2339 174 50 288 internal_value=0 -0.0164852 0.0013446 internal_weight=0 8.45056 110.732 internal_count=2851 224 2627 is_linear=0 shrinkage=0.0224292 Tree=7961 num_leaves=4 num_cat=0 split_feature=160 1 456 split_gain=4.79324 3.39201 2.69623 threshold=0.10039500000000001 0.096300000000000011 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020491788443664845 -0.027185303522192627 0.002337887998788432 0.0018763955323856775 leaf_weight=2.7617657888767999 5.2714725432560936 3.1032833712524734 107.93739463408929 leaf_count=64 174 50 2563 internal_value=0 -0.016265 0.00131491 internal_weight=0 8.37476 110.699 internal_count=2851 224 2627 is_linear=0 shrinkage=0.0224292 Tree=7962 num_leaves=4 num_cat=0 split_feature=160 1 159 split_gain=4.62051 3.30745 2.68603 threshold=0.10039500000000001 0.096300000000000011 0.087735000000000021 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.1920389470689909e-05 -0.026947363557634899 0.0022878206829711986 0.011101137834641733 leaf_weight=98.247316251778102 5.1997210904773947 3.1005188034032471 12.428908269954261 leaf_count=2339 174 50 288 internal_value=0 -0.0160465 0.00128557 internal_weight=0 8.30024 110.676 internal_count=2851 224 2627 is_linear=0 shrinkage=0.0224292 Tree=7963 num_leaves=4 num_cat=0 split_feature=160 1 52 split_gain=4.45385 3.22476 2.67895 threshold=0.10039500000000001 0.096300000000000011 0.13854000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.921598591689032e-06 -0.02671023469599048 0.002238780255803294 0.01097456483540702 leaf_weight=98.022283402613539 5.1291909150859265 3.097819437913131 12.622749638510866 leaf_count=2277 174 50 350 internal_value=0 -0.0158298 0.00125717 internal_weight=0 8.22701 110.645 internal_count=2851 224 2627 is_linear=0 shrinkage=0.0224292 Tree=7964 num_leaves=3 num_cat=0 split_feature=133 1456 split_gain=2.53015 2.60671 threshold=-0.38664499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053492982833627616 -0.00044383152801364453 1.8240943339979928e-06 leaf_weight=1.7758978909660061 2.5801780793608478 108.61718024114816 leaf_count=162 258 2430 internal_value=0 -8.59113e-06 internal_weight=0 111.197 internal_count=2850 2688 is_linear=0 shrinkage=0.000439788 Tree=7965 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=2.53646 2.54857 threshold=-0.38664499999999996 0.071855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053608554331418601 -5.0809731763512091e-05 0.00010029251399752482 leaf_weight=1.7894805633732165 82.016084280132418 29.281680215466622 leaf_count=162 2176 512 internal_value=0 -1.10454e-05 internal_weight=0 111.298 internal_count=2850 2688 is_linear=0 shrinkage=0.000439788 Tree=7966 num_leaves=3 num_cat=0 split_feature=133 4 split_gain=2.52859 2.36266 threshold=-0.38664499999999996 0.071855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.027352924916196526 -0.0024655025383849456 0.00500747222971835 leaf_weight=1.7740416512460786 80.96378597574585 28.852323988252465 leaf_count=162 2176 512 internal_value=0 -0.000501576 internal_weight=0 109.816 internal_count=2850 2688 is_linear=0 shrinkage=0.0224292 Tree=7967 num_leaves=3 num_cat=0 split_feature=1456 9 split_gain=2.43139 2.1786 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022635373777848487 0.018605871568602366 -0.00093662491858022203 leaf_weight=2.5142252883142637 2.9304718814564685 106.0622197399407 leaf_count=261 100 2489 internal_value=0 -0.000408022 internal_weight=0 108.993 internal_count=2850 2589 is_linear=0 shrinkage=0.0224292 Tree=7968 num_leaves=4 num_cat=0 split_feature=15 12 133 split_gain=3.35656 4.55885 3.38805 threshold=0.088235000000000022 0.086885000000000004 0.087605000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050947420345089534 -0.014165558415203269 0.013787833381157544 -0.013152091803015766 leaf_weight=88.930316011435934 3.521855534148929 17.20169981347135 10.158082521073082 leaf_count=1687 113 521 476 internal_value=0 0.00902864 -0.00089331 internal_weight=0 20.7236 99.0884 internal_count=2797 634 2163 is_linear=0 shrinkage=0.0224292 Tree=7969 num_leaves=4 num_cat=0 split_feature=15 43 12 split_gain=3.14251 4.43728 3.47425 threshold=0.088235000000000022 -0.003375 0.084055000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0443226002266534e-05 0.00033946659056398185 -7.3124395225747054e-05 -0.00011728177587384102 leaf_weight=60.75335546615679 12.40005991684666 8.477086180886543 39.336294407139576 leaf_count=853 379 255 1310 internal_value=0 0.000172022 -1.54843e-05 internal_weight=0 20.8771 100.09 internal_count=2797 634 2163 is_linear=0 shrinkage=0.000439788 Tree=7970 num_leaves=4 num_cat=0 split_feature=15 43 12 split_gain=3.20488 4.44666 3.32489 threshold=0.088235000000000022 -0.003375 0.084055000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002433129264843886 0.017420785995847163 -0.0037174708609089922 -0.0059774886137699754 leaf_weight=60.165341847896343 12.288465844198074 8.4295900616270938 38.928807472637345 leaf_count=853 379 255 1310 internal_value=0 0.00882472 -0.000871469 internal_weight=0 20.7181 99.0941 internal_count=2797 634 2163 is_linear=0 shrinkage=0.0224292 Tree=7971 num_leaves=4 num_cat=0 split_feature=4 11 160 split_gain=2.25908 2.9993 0.18003 threshold=0.51074000000000008 0.088315000000000018 -0.089629999999999974 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0592891527939071e-05 0.00049966532724133607 -0.00033532941962190058 0.00027877754336315494 leaf_weight=112.92439068175736 1.478158196754521 4.7537071371443735 1.5757140567438899 leaf_count=2562 45 97 93 internal_value=0 6.16304e-06 0.000388133 internal_weight=0 117.678 3.05387 internal_count=2797 2659 138 is_linear=0 shrinkage=0.000439788 Tree=7972 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=3.37494 6.48939 2.72717 threshold=-0.077944999999999987 -0.087924999999999989 -0.41692999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00031148237349187363 0.022989521410237503 -0.01661871490271942 0.0032733648668491549 leaf_weight=61.646367380601077 3.8619983031385337 13.951496608624437 39.077656432466028 leaf_count=998 25 853 970 internal_value=0 -0.00281637 0.00505607 internal_weight=0 75.5979 42.9397 internal_count=2846 1851 995 is_linear=0 shrinkage=0.0224292 Tree=7973 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=3.3242 6.49132 2.69445 threshold=-0.077944999999999987 -0.087924999999999989 -0.41692999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7071184055812927e-06 0.0004480811819633055 -0.00032437743393291417 6.3838769348381139e-05 leaf_weight=62.147668774427075 3.8586581387789911 14.022101883178037 39.471882791382086 leaf_count=998 25 853 970 internal_value=0 -5.43083e-05 9.82385e-05 internal_weight=0 76.1698 43.3305 internal_count=2846 1851 995 is_linear=0 shrinkage=0.000439788 Tree=7974 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=3.19745 6.4451 2.7138 threshold=-0.077944999999999987 -0.087924999999999989 -0.41692999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.5266707692221664e-06 0.00044771170270807342 -0.00032325980291185165 6.0912517212467986e-05 leaf_weight=62.156759160439833 3.8318029199144794 14.033907035809532 39.559486684251169 leaf_count=998 25 853 970 internal_value=0 -5.4284e-05 9.52519e-05 internal_weight=0 76.1907 43.3913 internal_count=2846 1851 995 is_linear=0 shrinkage=0.000439788 Tree=7975 num_leaves=4 num_cat=0 split_feature=0 0 13 split_gain=3.36117 6.56312 2.6716 threshold=-0.077944999999999987 -0.087924999999999989 -0.41692999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.3505330737051935e-06 0.00044751906032015529 -0.00032567684808826222 6.4040948717767015e-05 leaf_weight=62.14080119407663 3.8396205272292709 14.114287589291051 39.449875562753732 leaf_count=998 25 853 970 internal_value=0 -5.51716e-05 9.82363e-05 internal_weight=0 76.2551 43.2895 internal_count=2846 1851 995 is_linear=0 shrinkage=0.000439788 Tree=7976 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=2.92183 2.68892 threshold=-0.087809999999999985 0.31270000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017487203352808078 0.0030958319434645533 0.023178756894890205 leaf_weight=3.356821150500763 117.51256742283476 3.4340132468460061 leaf_count=69 2709 101 internal_value=0 0.00366961 internal_weight=0 120.947 internal_count=2879 2810 is_linear=0 shrinkage=0.0224292 Tree=7977 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=2.71728 2.73561 threshold=-0.087809999999999985 0.31270000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003279869997996812 5.8398364384376743e-05 0.00045428786550925389 leaf_weight=3.3982864347926798 119.16098432904982 3.4558778216487545 leaf_count=69 2709 101 internal_value=0 6.96252e-05 internal_weight=0 122.617 internal_count=2879 2810 is_linear=0 shrinkage=0.000439788 Tree=7978 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=2.75673 2.76509 threshold=-0.087809999999999985 0.31270000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00033055496903581588 5.8969652874671796e-05 0.0004547042626449937 leaf_weight=3.3908631045669599 118.51037520031605 3.4978402546294083 leaf_count=69 2709 101 internal_value=0 7.03843e-05 internal_weight=0 122.008 internal_count=2879 2810 is_linear=0 shrinkage=0.000439788 Tree=7979 num_leaves=3 num_cat=0 split_feature=124 3 split_gain=2.71116 2.7496 threshold=-0.087809999999999985 0.31270000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032835941809048608 5.8051193707514158e-05 0.00045455446955603622 leaf_weight=3.3886561227045595 118.52353829762615 3.4635928537863938 leaf_count=69 2709 101 internal_value=0 6.93785e-05 internal_weight=0 121.987 internal_count=2879 2810 is_linear=0 shrinkage=0.000439788 Tree=7980 num_leaves=4 num_cat=0 split_feature=129 3 43 split_gain=3.2795 2.94333 1.11128 threshold=0.089775000000000008 -0.11266 -0.040374999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00016067319114808029 -0.00015424829590029001 -2.1629581350088019e-05 -0.00067868385003745668 leaf_weight=20.914835173316533 1.4480347011594861 94.233667073038305 1.7158709273789998 leaf_count=315 81 2353 95 internal_value=0 1.15039e-05 -0.000441029 internal_weight=0 115.149 3.16391 internal_count=2844 2668 176 is_linear=0 shrinkage=0.000439788 Tree=7981 num_leaves=4 num_cat=0 split_feature=129 49 43 split_gain=3.35456 2.58887 1.09739 threshold=0.089775000000000008 -0.14931499999999998 -0.030594999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011714688506534031 -0.0084548504615665557 -0.00044287444025184496 -0.035252705467878488 leaf_weight=9.6061176230286929 1.4410162607964596 104.20244643090155 1.6679174481978396 leaf_count=88 84 2580 92 internal_value=0 0.000585088 -0.0229591 internal_weight=0 113.809 3.10893 internal_count=2844 2668 176 is_linear=0 shrinkage=0.0224292 Tree=7982 num_leaves=4 num_cat=0 split_feature=129 3 43 split_gain=3.2366 2.85604 1.08552 threshold=0.089775000000000008 -0.11266 -0.030594999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0081089412427537682 -0.0082750822960673247 -0.001102888881091919 -0.035028879639943548 leaf_weight=20.675685780481217 1.4397275353330772 93.098086151267125 1.6413490710110625 leaf_count=315 84 2353 92 internal_value=0 0.000572222 -0.0226553 internal_weight=0 113.774 3.08108 internal_count=2844 2668 176 is_linear=0 shrinkage=0.0224292 Tree=7983 num_leaves=4 num_cat=0 split_feature=129 3 43 split_gain=3.12211 2.73568 1.07297 threshold=0.089775000000000008 -0.11266 -0.030594999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079461553275855731 -0.0080986541976347127 -0.0010782130580022046 -0.034797146109118757 leaf_weight=20.626960441000847 1.4385261998613716 93.09330551455605 1.61563910183031 leaf_count=315 84 2353 92 internal_value=0 0.000559716 -0.0223505 internal_weight=0 113.72 3.05417 internal_count=2844 2668 176 is_linear=0 shrinkage=0.0224292 Tree=7984 num_leaves=4 num_cat=0 split_feature=13 403 0 split_gain=2.54131 3.06133 2.62454 threshold=0.15312500000000004 -1.0000000180025095e-35 -0.056024999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00022014912767987481 -0.00046140651790665076 4.9743434274914459e-05 2.7084933287278135e-07 leaf_weight=8.8082179495795554 4.3050565550383908 102.71090631648804 5.3012942417408322 leaf_count=659 126 2032 56 internal_value=0 2.83922e-05 -0.000207133 internal_weight=0 111.519 9.60635 internal_count=2873 2691 182 is_linear=0 shrinkage=0.000439788 Tree=7985 num_leaves=4 num_cat=0 split_feature=13 129 16 split_gain=2.66525 2.91343 2.84669 threshold=0.15312500000000004 0.086720000000000005 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0005515251826426513 -0.021169412675692598 0.015637387413902987 0.0037497294228399009 leaf_weight=103.09356035728706 5.5662192820927867 6.850230383941379 3.9196990897326032 leaf_count=2501 151 190 31 internal_value=0 0.00149403 -0.0108857 internal_weight=0 109.944 9.48592 internal_count=2873 2691 182 is_linear=0 shrinkage=0.0224292 Tree=7986 num_leaves=4 num_cat=0 split_feature=13 403 16 split_gain=2.55384 2.85838 2.73483 threshold=0.15312500000000004 -1.0000000180025095e-35 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010981982174914159 -0.020783307777066651 0.0025114819149420183 0.0036699919836089907 leaf_weight=8.5459384979840234 5.5430817396700132 101.38432054818077 3.915499184950022 leaf_count=659 151 2032 31 internal_value=0 0.00146078 -0.0106736 internal_weight=0 109.93 9.45858 internal_count=2873 2691 182 is_linear=0 shrinkage=0.0224292 Tree=7987 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=2.50035 2.47866 threshold=-0.4706749999999999 -0.25159999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029652437750347005 -0.00045604592797568287 4.7706965934432529e-06 leaf_weight=5.5789696537467526 2.284704560201134 112.58930599392443 leaf_count=78 181 2614 internal_value=0 -4.46864e-06 internal_weight=0 114.874 internal_count=2873 2795 is_linear=0 shrinkage=0.000439788 Tree=7988 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=2.02048 2.02886 threshold=0.28833000000000003 0.11928500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022758160706618917 0.018152489464756696 -0.009539879666808115 leaf_weight=112.10362707604691 3.7648246120661488 7.8019439481540749 leaf_count=2645 127 108 internal_value=0 0.0015056 internal_weight=0 119.906 internal_count=2880 2753 is_linear=0 shrinkage=0.0224292 Tree=7989 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=2.05286 1.95784 threshold=0.28833000000000003 0.11928500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2952936944961054e-05 0.00035559576122823713 -0.00018363660598110293 leaf_weight=113.45254765336904 3.8027785720951206 7.8693362407266241 leaf_count=2645 127 108 internal_value=0 2.8229e-05 internal_weight=0 121.322 internal_count=2880 2753 is_linear=0 shrinkage=0.000439788 Tree=7990 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=2.06129 1.98648 threshold=0.28833000000000003 0.11928500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2216957384266337e-05 0.0003546328747594545 -0.00018586635504060903 leaf_weight=113.43212241863148 3.8215382984344606 7.8810756035072691 leaf_count=2645 127 108 internal_value=0 2.73727e-05 internal_weight=0 121.313 internal_count=2880 2753 is_linear=0 shrinkage=0.000439788 Tree=7991 num_leaves=3 num_cat=0 split_feature=3 48 split_gain=1.98002 1.98238 threshold=0.28833000000000003 0.11928500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4877514407112458e-05 0.00035400856823256474 -0.00018344486966487031 leaf_weight=113.11625317131802 3.7434659656282738 7.8475697240210129 leaf_count=2645 127 108 internal_value=0 3.00384e-05 internal_weight=0 120.964 internal_count=2880 2753 is_linear=0 shrinkage=0.000439788 Tree=7992 num_leaves=3 num_cat=0 split_feature=448 1213 split_gain=2.26151 2.19762 threshold=-0.083114999999999981 0.036805000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018017565001398117 0.0025629928300512543 -0.014546718884480427 leaf_weight=2.8924659686745136 113.47156805880695 3.8877270940647568 leaf_count=50 2545 256 internal_value=0 0.00199393 internal_weight=0 117.359 internal_count=2851 2801 is_linear=0 shrinkage=0.0224292 Tree=7993 num_leaves=3 num_cat=0 split_feature=448 159 split_gain=2.16412 2.1757 threshold=-0.083114999999999981 0.10516000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017637556541046664 0.0025632982779145979 -0.013248569852638871 leaf_weight=2.888963713485281 112.77749595645764 4.5358532617465235 leaf_count=50 2582 219 internal_value=0 0.00194989 internal_weight=0 117.313 internal_count=2851 2801 is_linear=0 shrinkage=0.0224292 Tree=7994 num_leaves=3 num_cat=0 split_feature=448 50 split_gain=2.11668 2.19618 threshold=-0.083114999999999981 0.10124500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034116429727803463 5.1147695236883712e-05 -0.00022695235241080482 leaf_weight=2.9057082953513591 112.45663366361987 5.7555302969740287 leaf_count=50 2450 351 internal_value=0 3.75731e-05 internal_weight=0 118.212 internal_count=2851 2801 is_linear=0 shrinkage=0.000439788 Tree=7995 num_leaves=3 num_cat=0 split_feature=448 50 split_gain=2.06979 2.17086 threshold=-0.083114999999999981 0.10124500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01725949969013732 0.002593226393914082 -0.011624965168664361 leaf_weight=2.8860404029255724 111.6578055584614 5.6580963109627183 leaf_count=50 2450 351 internal_value=0 0.00190571 internal_weight=0 117.316 internal_count=2851 2801 is_linear=0 shrinkage=0.0224292 Tree=7996 num_leaves=4 num_cat=0 split_feature=13 0 457 split_gain=2.68457 4.22943 3.03045 threshold=-0.095244999999999982 -0.084184999999999996 0.079020000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4578902544974317e-06 -6.1212829437775471e-05 0.0003532739501437441 0.00013965416989744636 leaf_weight=15.67285153050034 74.871865602601247 10.476587449789802 18.004340450486779 leaf_count=279 2236 108 211 internal_value=0 0.000137219 -2.22534e-05 internal_weight=0 26.1494 92.8762 internal_count=2834 387 2447 is_linear=0 shrinkage=0.000439788 Tree=7997 num_leaves=4 num_cat=0 split_feature=13 0 457 split_gain=2.55828 4.29056 2.97749 threshold=-0.095244999999999982 -0.084184999999999996 0.079020000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064624265184609121 -0.003146662424029978 0.018010711574924551 0.0070721525711152167 leaf_weight=15.470856952902979 73.847882009755267 10.328534803389628 17.782270636562316 leaf_count=279 2236 108 211 internal_value=0 0.00683068 -0.00116248 internal_weight=0 25.7994 91.6302 internal_count=2834 387 2447 is_linear=0 shrinkage=0.0224292 Tree=7998 num_leaves=4 num_cat=0 split_feature=13 0 457 split_gain=2.50172 4.06037 2.90302 threshold=-0.095244999999999982 -0.084184999999999996 0.079020000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.1409782441027888e-06 -6.0252026132260356e-05 0.00034589169772832859 0.00013699411972761591 leaf_weight=15.630518452104299 74.546706355813512 10.339808570421154 17.876601005569682 leaf_count=279 2236 108 211 internal_value=0 0.000132362 -2.20801e-05 internal_weight=0 25.9703 92.4233 internal_count=2834 387 2447 is_linear=0 shrinkage=0.000439788 Tree=7999 num_leaves=4 num_cat=0 split_feature=13 0 457 split_gain=2.44984 4.13126 2.8478 threshold=-0.095244999999999982 -0.084184999999999996 0.079020000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00062824072439071415 -0.0030758667624373416 0.017712223676597926 0.0069253768265334151 leaf_weight=15.475842098021532 73.832953681197978 10.264166112952806 17.750255587117863 leaf_count=279 2236 108 211 internal_value=0 0.00669297 -0.00113643 internal_weight=0 25.74 91.5832 internal_count=2834 387 2447 is_linear=0 shrinkage=0.0224292 Tree=8000 num_leaves=4 num_cat=0 split_feature=15 12 3 split_gain=2.8561 4.58647 3.60277 threshold=0.088235000000000022 0.088325000000000015 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016079616031927207 -0.00022722360921153607 0.00026296996338900084 -6.4201524920098535e-05 leaf_weight=16.44972125132881 4.7663843094287612 16.168301428620907 83.823224045530878 leaf_count=247 164 506 1947 internal_value=0 0.000151258 -2.72672e-05 internal_weight=0 20.9347 100.273 internal_count=2864 670 2194 is_linear=0 shrinkage=0.000439788 Tree=8001 num_leaves=4 num_cat=0 split_feature=15 12 3 split_gain=2.88205 4.73912 3.72735 threshold=0.088235000000000022 0.088325000000000015 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016332762997270042 -0.00023268024130764626 0.00026440696944884533 -6.4748503294716542e-05 leaf_weight=16.579535597649738 4.7833542273310767 16.315738777335355 83.953893154586694 leaf_count=247 164 506 1947 internal_value=0 0.000151604 -2.71113e-05 internal_weight=0 21.0991 100.533 internal_count=2864 670 2194 is_linear=0 shrinkage=0.000439788 Tree=8002 num_leaves=4 num_cat=0 split_feature=15 12 3 split_gain=3.00528 4.77318 3.56767 threshold=0.088235000000000022 0.088325000000000015 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0081666392193780815 -0.011892655675551403 0.013741906421451212 -0.0033367457637363089 leaf_weight=16.194816486628042 4.712512024780156 16.06282596924575 82.955173053480394 leaf_count=247 164 506 1947 internal_value=0 0.00792159 -0.00145661 internal_weight=0 20.7753 99.15 internal_count=2864 670 2194 is_linear=0 shrinkage=0.0224292 Tree=8003 num_leaves=4 num_cat=0 split_feature=15 15 3 split_gain=2.87307 4.6587 3.41556 threshold=0.088235000000000022 0.088550000000000004 -0.11756999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008006792160440198 0.035018773073393322 0.0036083093453301079 -0.0032622351026481517 leaf_weight=16.1485517773217 2.7174512698584321 18.049659691623674 82.947309598286665 leaf_count=247 21 649 1947 internal_value=0 0.00774687 -0.00142466 internal_weight=0 20.7671 99.0959 internal_count=2864 670 2194 is_linear=0 shrinkage=0.0224292 Tree=8004 num_leaves=4 num_cat=0 split_feature=2 2 156 split_gain=2.94189 5.48942 4.77454 threshold=0.086635000000000004 0.084175000000000014 0.082525000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.5956027548230684e-05 7.3706269707790202e-05 -0.00045660726578151869 -0.00027286561791505637 leaf_weight=32.179962542577414 66.593726825463818 7.3575154358877617 8.6726369631942344 leaf_count=854 1362 303 291 internal_value=0 -0.000114417 3.37131e-05 internal_weight=0 39.5375 75.2664 internal_count=2810 1157 1653 is_linear=0 shrinkage=0.000439788 Tree=8005 num_leaves=4 num_cat=0 split_feature=2 2 156 split_gain=2.7308 5.47948 4.83632 threshold=0.086635000000000004 0.084175000000000014 0.082525000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.0691845622515405e-05 7.4280469233291058e-05 -0.00045316241656238708 -0.00027467114285980383 leaf_weight=31.974721429811325 66.428413542131239 7.2739506911639173 8.66730851453576 leaf_count=854 1362 303 291 internal_value=0 -0.000109171 3.3946e-05 internal_weight=0 39.2487 75.0957 internal_count=2810 1157 1653 is_linear=0 shrinkage=0.000439788 Tree=8006 num_leaves=4 num_cat=0 split_feature=2 2 156 split_gain=2.65806 5.47688 4.91645 threshold=0.086635000000000004 0.084175000000000014 0.082525000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016503884372058371 0.0036383015127401806 -0.023267933228891906 -0.014418068911165498 leaf_weight=31.584153056515788 65.698084068646494 7.2309807262463428 8.557177475822753 leaf_count=854 1362 303 291 internal_value=0 -0.00568704 0.00155431 internal_weight=0 38.8151 74.2553 internal_count=2810 1157 1653 is_linear=0 shrinkage=0.0224292 Tree=8007 num_leaves=4 num_cat=0 split_feature=2 2 156 split_gain=2.54662 5.32031 4.71052 threshold=0.086635000000000004 0.084175000000000014 0.082525000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016138781007531621 0.0035584559755469148 -0.023025038105888108 -0.014141406689113368 leaf_weight=31.574775236345886 65.666406429685594 7.1445483153329397 8.5295949256687873 leaf_count=854 1362 303 291 internal_value=0 -0.0055741 0.00152056 internal_weight=0 38.7193 74.196 internal_count=2810 1157 1653 is_linear=0 shrinkage=0.0224292 Tree=8008 num_leaves=3 num_cat=0 split_feature=483 4 split_gain=2.66259 2.14113 threshold=-1.0000000180025095e-35 0.51074000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020717179194202216 0.00091575742207055343 0.019855513156327685 leaf_weight=2.7794143625687857 111.37255745977382 3.0669869038028983 leaf_count=201 2473 134 internal_value=0 0.00142657 internal_weight=0 114.44 internal_count=2808 2607 is_linear=0 shrinkage=0.0224292 Tree=8009 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=3.02517 2.23018 threshold=-1.0000000180025095e-35 -0.084184999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022861997168427132 -0.0015295358591431627 0.0047399176266348748 leaf_weight=2.6203099286758507 60.543076068957816 53.97361199668012 leaf_count=258 1177 1373 internal_value=0 0.00142566 internal_weight=0 114.517 internal_count=2808 2550 is_linear=0 shrinkage=0.0224292 Tree=8010 num_leaves=3 num_cat=0 split_feature=483 0 split_gain=2.52032 2.26979 threshold=-1.0000000180025095e-35 -0.084184999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020397274961258347 -0.0016098806577217453 0.0047198217874957439 leaf_weight=2.721397880864969 60.559400324809758 53.805371464855853 leaf_count=201 1223 1384 internal_value=0 0.00136835 internal_weight=0 114.365 internal_count=2808 2607 is_linear=0 shrinkage=0.0224292 Tree=8011 num_leaves=4 num_cat=0 split_feature=484 1 48 split_gain=2.55148 2.8455 2.41742 threshold=-1.0000000180025095e-35 0.11000000000000001 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050046325160722272 4.7570413151193928e-05 2.7001513702448199e-05 -0.00028465732101850259 leaf_weight=3.7547818943748998 105.83610389595015 4.1533805619110353 4.3938357900442488 leaf_count=402 2278 63 65 internal_value=0 -0.00022404 3.42806e-05 internal_weight=0 7.90816 110.23 internal_count=2808 465 2343 is_linear=0 shrinkage=0.000439788 Tree=8012 num_leaves=3 num_cat=0 split_feature=1375 1456 split_gain=4.92769 2.61974 threshold=-0.43144499999999991 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00060541380652873286 1.631194137876128e-05 -0.00038727154828700224 leaf_weight=2.5972346456983351 111.09921648252021 3.18135615162464 leaf_count=18 2564 236 internal_value=0 5.01413e-06 internal_weight=0 114.281 internal_count=2818 2800 is_linear=0 shrinkage=0.000439788 Tree=8013 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=4.76442 2.4729 threshold=-0.42595999999999995 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058878616319392885 -2.8107429947962155e-05 0.00013794452881022364 leaf_weight=2.6748738203532403 92.75365692959349 21.316406030431608 leaf_count=20 2440 358 internal_value=0 2.94078e-06 internal_weight=0 114.07 internal_count=2818 2798 is_linear=0 shrinkage=0.000439788 Tree=8014 num_leaves=3 num_cat=0 split_feature=1375 1456 split_gain=4.69184 2.47852 threshold=-0.42595999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029832695423296023 0.0007741630801441961 -0.019509619607028489 leaf_weight=2.6570960080134673 109.89222630367294 3.0973954911205501 leaf_count=20 2562 236 internal_value=0 0.00021492 internal_weight=0 112.99 internal_count=2818 2798 is_linear=0 shrinkage=0.0224292 Tree=8015 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=4.62849 2.67338 threshold=-0.43144499999999991 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058718755437679509 -2.7975750265743743e-05 0.00014432496723967259 leaf_weight=2.5975640333635956 92.702627003256566 21.426296268835358 leaf_count=18 2440 360 internal_value=0 4.39031e-06 internal_weight=0 114.129 internal_count=2818 2800 is_linear=0 shrinkage=0.000439788 Tree=8016 num_leaves=4 num_cat=0 split_feature=401 13 2 split_gain=2.6933 2.86677 0.963429 threshold=0.079655000000000017 -0.53230999999999995 0.09086000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02358640802005665 -0.024008436946464533 0.0025666696007380246 -0.0014062774294448094 leaf_weight=2.1291034941677927 2.7281574912703936 114.47382281313003 1.4530209787008059 leaf_count=33 188 2535 81 internal_value=0 0.00208535 -0.016196 internal_weight=0 116.603 4.18118 internal_count=2837 2568 269 is_linear=0 shrinkage=0.0224292 Tree=8017 num_leaves=4 num_cat=0 split_feature=401 13 2 split_gain=2.59517 2.64076 1.04163 threshold=0.079655000000000017 -0.53230999999999995 0.091185000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043799573945517829 -0.00046775947250129101 4.8677439387335864e-05 -7.6444093906340351e-06 leaf_weight=2.1785188883659421 2.7711603853240367 115.50414230454226 1.4451405903091652 leaf_count=33 189 2535 80 internal_value=0 3.95987e-05 -0.0003108 internal_weight=0 117.683 4.2163 internal_count=2837 2568 269 is_linear=0 shrinkage=0.000439788 Tree=8018 num_leaves=4 num_cat=0 split_feature=401 13 2 split_gain=2.59983 2.7094 0.953959 threshold=0.079655000000000017 -0.53230999999999995 0.09086000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022765573740916648 -0.023931432503859915 0.0025077089496761224 -0.0013687654847333202 leaf_weight=2.1554800903541027 2.6758320030094174 114.48453756249728 1.453623909030284 leaf_count=33 188 2535 81 internal_value=0 0.00203702 -0.0160319 internal_weight=0 116.64 4.12946 internal_count=2837 2568 269 is_linear=0 shrinkage=0.0224292 Tree=8019 num_leaves=4 num_cat=0 split_feature=401 13 2 split_gain=2.5113 2.56554 0.943824 threshold=0.079655000000000017 -0.53230999999999995 0.09086000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022004489867492226 -0.023857058768323915 0.0024516649038534314 -0.0013385317906664917 leaf_weight=2.1803872204036443 2.624607384317641 114.47564454942221 1.4535490658017804 leaf_count=33 188 2535 81 internal_value=0 0.00199104 -0.0158746 internal_weight=0 116.656 4.07816 internal_count=2837 2568 269 is_linear=0 shrinkage=0.0224292 Tree=8020 num_leaves=3 num_cat=0 split_feature=1373 13 split_gain=2.65334 2.77016 threshold=0.089210000000000025 -0.52503499999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020608015772315028 -0.020104701016115629 0.0016752529623486046 leaf_weight=2.8592099672532632 3.0218069527763864 112.67297258140752 leaf_count=43 38 2746 internal_value=0 0.00112047 internal_weight=0 115.532 internal_count=2827 2789 is_linear=0 shrinkage=0.0224292 Tree=8021 num_leaves=3 num_cat=0 split_feature=1373 13 split_gain=2.47603 2.57786 threshold=0.089210000000000025 -0.52503499999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0003881048320396053 -0.00038048802625685819 3.0621687730368372e-05 leaf_weight=2.8975923637626684 3.042743948637507 113.72154802011391 leaf_count=43 38 2746 internal_value=0 2.01559e-05 internal_weight=0 116.619 internal_count=2827 2789 is_linear=0 shrinkage=0.000439788 Tree=8022 num_leaves=3 num_cat=0 split_feature=1373 13 split_gain=2.54091 2.63134 threshold=0.089210000000000025 -0.52503499999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020020949683903298 -0.019709543957224959 0.0016355501652342049 leaf_weight=2.8759161838097489 3.0120934107108033 112.69061563379 leaf_count=43 38 2746 internal_value=0 0.0010934 internal_weight=0 115.567 internal_count=2827 2789 is_linear=0 shrinkage=0.0224292 Tree=8023 num_leaves=3 num_cat=0 split_feature=1373 13 split_gain=2.44779 2.4946 threshold=0.089210000000000025 -0.52503499999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037950944798462839 -0.00037856132713517585 3.1173919657015161e-05 leaf_weight=2.9154592852573833 3.026056158472783 113.75517686344392 leaf_count=43 38 2746 internal_value=0 2.0851e-05 internal_weight=0 116.671 internal_count=2827 2789 is_linear=0 shrinkage=0.000439788 Tree=8024 num_leaves=3 num_cat=0 split_feature=11 4 split_gain=3.11932 2.60951 threshold=0.088315000000000018 0.27058000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=6.3706911459421694e-06 -0.00031247453510564678 0.00022261442442102547 leaf_weight=98.528632821569772 5.3736111491252805 12.102335430739911 leaf_count=2425 111 298 internal_value=0 3.00607e-05 internal_weight=0 110.631 internal_count=2834 2723 is_linear=0 shrinkage=0.000439788 Tree=8025 num_leaves=3 num_cat=0 split_feature=11 4 split_gain=3.1156 2.49414 threshold=0.088315000000000018 0.27058000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4130000300689996e-06 -0.00031612320081984347 0.000216651419304602 leaf_weight=98.252590127169242 5.3304922443257956 12.000390885419618 leaf_count=2425 111 298 internal_value=0 2.75474e-05 internal_weight=0 110.253 internal_count=2834 2723 is_linear=0 shrinkage=0.000439788 Tree=8026 num_leaves=3 num_cat=0 split_feature=11 4 split_gain=3.13567 2.52086 threshold=0.088315000000000018 0.27058000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.4553945283429673e-06 -0.0003194805436474732 0.00021620938676423536 leaf_weight=98.284581349529617 5.3185448145195542 11.951765228062866 leaf_count=2425 111 298 internal_value=0 2.56639e-05 internal_weight=0 110.236 internal_count=2834 2723 is_linear=0 shrinkage=0.000439788 Tree=8027 num_leaves=3 num_cat=0 split_feature=11 4 split_gain=3.09537 2.53535 threshold=0.088315000000000018 0.27058000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.039921803530166e-06 -0.00031587281240533222 0.00021844763250198195 leaf_weight=98.007013051093963 5.3084496847677647 11.950869036234506 leaf_count=2425 111 298 internal_value=0 2.73769e-05 internal_weight=0 109.958 internal_count=2834 2723 is_linear=0 shrinkage=0.000439788 Tree=8028 num_leaves=3 num_cat=0 split_feature=456 454 split_gain=2.35647 2.46922 threshold=-0.030409999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039922503480200835 -5.685224835858294e-06 0.00031284528831993305 leaf_weight=2.7977409029845139 110.25215435137397 4.8978199858684084 leaf_count=65 2736 37 internal_value=0 7.91285e-06 internal_weight=0 115.15 internal_count=2838 2773 is_linear=0 shrinkage=0.000439788 Tree=8029 num_leaves=3 num_cat=0 split_feature=13 484 split_gain=2.40894 2.75431 threshold=-0.53230999999999995 -0.079734999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020820554314925355 -0.018478075852010278 0.00098894204252361682 leaf_weight=2.752722608158364 3.7628833959752219 110.01302549098364 leaf_count=31 289 2518 internal_value=0 0.000342122 internal_weight=0 113.776 internal_count=2838 2807 is_linear=0 shrinkage=0.0224292 Tree=8030 num_leaves=3 num_cat=0 split_feature=456 42 split_gain=2.40961 2.43566 threshold=-0.030409999999999996 -0.09547499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040392275641393201 0.00023650927316563517 -1.1140270431568239e-05 leaf_weight=2.8134024873579611 8.2573813910657901 106.77873024046858 leaf_count=65 220 2553 internal_value=0 6.6725e-06 internal_weight=0 115.036 internal_count=2838 2773 is_linear=0 shrinkage=0.000439788 Tree=8031 num_leaves=3 num_cat=0 split_feature=456 454 split_gain=2.33213 2.50521 threshold=-0.030409999999999996 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039812225215509823 -6.0475009549497712e-06 0.00031509324641951306 leaf_weight=2.7867455925734239 109.70746044195766 4.8893894022330633 leaf_count=65 2736 37 internal_value=0 7.70449e-06 internal_weight=0 114.597 internal_count=2838 2773 is_linear=0 shrinkage=0.000439788 Tree=8032 num_leaves=4 num_cat=0 split_feature=1212 156 1 split_gain=2.50255 2.37585 0.233117 threshold=0.087800000000000017 0.084190000000000015 0.083960000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022344358775471499 -0.024559415290984099 -0.0080865583724922269 -0.012085510517373561 leaf_weight=102.39704961340249 1.7377498661899147 12.581982246672849 1.4422662120196035 leaf_count=2202 168 383 72 internal_value=0 0.00110387 -0.0190079 internal_weight=0 114.979 3.18002 internal_count=2825 2585 240 is_linear=0 shrinkage=0.0224292 Tree=8033 num_leaves=4 num_cat=0 split_feature=1 15 49 split_gain=2.4568 5.43277 3.78229 threshold=0.091835000000000014 0.029300000000000003 -0.44233499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00046021124501989579 0.00014390754198844504 -0.00026072134169876162 -6.5077760957991674e-05 leaf_weight=2.7446820088662198 43.364625923082713 7.514242634701076 65.16071356143766 leaf_count=13 736 193 1883 internal_value=0 8.4073e-05 -4.37226e-05 internal_weight=0 50.8789 67.9054 internal_count=2825 929 1896 is_linear=0 shrinkage=0.000439788 Tree=8034 num_leaves=3 num_cat=0 split_feature=14 43 split_gain=2.44921 2.29573 threshold=0.077685000000000018 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0050730482802718675 -0.019842904544926057 -0.0014373571991292914 leaf_weight=44.16888280412968 2.8719880390963217 71.059583839803963 leaf_count=1090 93 1642 internal_value=0 0.00105861 internal_weight=0 115.228 internal_count=2825 2732 is_linear=0 shrinkage=0.0224292 Tree=8035 num_leaves=4 num_cat=0 split_feature=1212 156 2 split_gain=2.42249 2.24981 0.232433 threshold=0.087800000000000017 0.084190000000000015 0.087005000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021664321362455789 -0.024543688292679916 -0.0078829349648731149 -0.012021349165743888 leaf_weight=102.38395635464076 1.6846733551847131 12.565622463709586 1.449508896381303 leaf_count=2202 134 383 106 internal_value=0 0.00106677 -0.0188602 internal_weight=0 114.95 3.13418 internal_count=2825 2585 240 is_linear=0 shrinkage=0.0224292 Tree=8036 num_leaves=4 num_cat=0 split_feature=130 2 130 split_gain=3.23779 3.73842 3.17766 threshold=-0.0015749999999999998 0.11215000000000001 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024672770789708554 0.0043913805930967864 -0.0060081682155987918 -0.029385872899455483 leaf_weight=7.2182996536721475 90.004162611596257 21.535241061716079 3.1606221387119131 leaf_count=141 2092 463 150 internal_value=0 0.00238282 -0.0107035 internal_weight=0 111.539 10.3789 internal_count=2846 2555 291 is_linear=0 shrinkage=0.0224292 Tree=8037 num_leaves=4 num_cat=0 split_feature=130 2 130 split_gain=3.16032 3.34587 3.12035 threshold=-0.0015749999999999998 0.11215000000000001 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.7134847107471354e-05 8.4503478486373123e-05 -0.00010706810624376797 -0.00057060832965691495 leaf_weight=7.283868626516778 90.782870207483938 21.865558530964336 3.1403827337198873 leaf_count=141 2092 463 150 internal_value=0 4.73067e-05 -0.00020559 internal_weight=0 112.648 10.4243 internal_count=2846 2555 291 is_linear=0 shrinkage=0.000439788 Tree=8038 num_leaves=4 num_cat=0 split_feature=130 2 130 split_gain=3.10659 3.56382 3.12134 threshold=-0.0015749999999999998 0.11215000000000001 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0024110844964200977 0.0042911303062426109 -0.005857215086754246 -0.029260880417673225 leaf_weight=7.2189056408824399 90.023848309097957 21.562756389583228 3.1026806581503461 leaf_count=141 2092 463 150 internal_value=0 0.00232942 -0.0105213 internal_weight=0 111.587 10.3216 internal_count=2846 2555 291 is_linear=0 shrinkage=0.0224292 Tree=8039 num_leaves=4 num_cat=0 split_feature=130 2 130 split_gain=2.98191 3.40452 3.06608 threshold=-0.0015749999999999998 0.11215000000000001 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0023573563737173593 0.0041946772157503984 -0.0057203489093560177 -0.029138017108652076 leaf_weight=7.2182745116297156 90.028663860823144 21.583680259431276 3.0465936941982346 leaf_count=141 2092 463 150 internal_value=0 0.00227665 -0.0103451 internal_weight=0 111.612 10.2649 internal_count=2846 2555 291 is_linear=0 shrinkage=0.0224292 Tree=8040 num_leaves=3 num_cat=0 split_feature=1186 52 split_gain=2.62367 2.37228 threshold=0.084620000000000015 -0.047784999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0034806017652000078 0.017378405385631325 -0.0032890954769838653 leaf_weight=41.627770871831672 4.1465291547938241 69.476305008272902 leaf_count=839 65 1893 internal_value=0 -0.000752506 internal_weight=0 111.104 internal_count=2797 2732 is_linear=0 shrinkage=0.0224292 Tree=8041 num_leaves=4 num_cat=0 split_feature=129 376 15 split_gain=2.79735 2.75931 2.53551 threshold=0.086720000000000005 1.0000000180025095e-35 0.085205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0019199636854601849 -0.0017555404789854068 0.013281911695187125 0.024493525567206083 leaf_weight=101.33878252007344 3.2638035183445018 6.3660741243947987 4.2510783628531499 leaf_count=2437 133 149 78 internal_value=0 -0.00101924 0.0131177 internal_weight=0 107.705 7.51488 internal_count=2797 2586 211 is_linear=0 shrinkage=0.0224292 Tree=8042 num_leaves=4 num_cat=0 split_feature=129 376 393 split_gain=2.62086 2.72845 2.38821 threshold=0.086720000000000005 1.0000000180025095e-35 0.08407000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.6860090810852202e-05 -3.0901671576100911e-05 0.00025821949651368912 0.00046561283948988956 leaf_weight=102.50144108105633 3.3367255320572431 6.4225425628974326 4.2476056026935112 leaf_count=2437 171 149 40 internal_value=0 -1.9419e-05 0.000247642 internal_weight=0 108.924 7.58433 internal_count=2797 2586 211 is_linear=0 shrinkage=0.000439788 Tree=8043 num_leaves=4 num_cat=0 split_feature=129 376 15 split_gain=2.67407 2.65191 2.43126 threshold=0.086720000000000005 1.0000000180025095e-35 0.085205000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0018762310052661518 -0.0017187653190911146 0.013074457449432272 0.023995902701462422 leaf_weight=101.35561639676962 3.2650543644667769 6.322870317453634 4.2406237245595548 leaf_count=2437 133 149 78 internal_value=0 -0.000996166 0.0128338 internal_weight=0 107.678 7.50568 internal_count=2797 2586 211 is_linear=0 shrinkage=0.0224292 Tree=8044 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=3.70733 7.73654 7.58138 threshold=-0.10072999999999999 0.086035000000000014 0.085835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021237079796263989 -0.0001512944183848842 0.00020313696997118324 -0.00014122121798429478 leaf_weight=35.460455295688007 47.352478800357858 15.894847517880406 17.503476644662442 leaf_count=394 1929 325 177 internal_value=0 -6.21869e-05 9.55072e-05 internal_weight=0 63.2473 52.9639 internal_count=2825 2254 571 is_linear=0 shrinkage=0.000439788 Tree=8045 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=3.66215 7.69688 7.61186 threshold=-0.10072999999999999 0.086035000000000014 0.085835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021075885002753145 -0.00015176514417812356 0.00020169380159921105 -0.00014351603083537139 leaf_weight=35.482524348961306 47.400677565654405 15.897002000507198 17.501988629121115 leaf_count=394 1929 325 177 internal_value=0 -6.2961e-05 9.37243e-05 internal_weight=0 63.2977 52.9845 internal_count=2825 2254 571 is_linear=0 shrinkage=0.000439788 Tree=8046 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=3.66113 7.7392 7.52108 threshold=-0.10072999999999999 0.086035000000000014 0.085835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002101609888249327 -0.00015197834709387655 0.0002021723744680587 -0.00014188521975169686 leaf_weight=35.429355859727366 47.479720361416184 15.921561100443794 17.531324691037298 leaf_count=394 1929 325 177 internal_value=0 -6.30086e-05 9.36156e-05 internal_weight=0 63.4013 52.9607 internal_count=2825 2254 571 is_linear=0 shrinkage=0.000439788 Tree=8047 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=3.59579 7.7262 7.68746 threshold=-0.10072999999999999 0.086035000000000014 0.085835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010794349668736479 -0.0077246531164177562 0.010386930901404769 -0.0074057462952085758 leaf_weight=35.296833194617648 47.022492630219858 15.820360466799682 17.424888711819221 leaf_count=394 1929 325 177 internal_value=0 -0.00316339 0.00477859 internal_weight=0 62.8429 52.7217 internal_count=2825 2254 571 is_linear=0 shrinkage=0.0224292 Tree=8048 num_leaves=4 num_cat=0 split_feature=403 0 42 split_gain=2.7809 3.18549 2.22199 threshold=0.092300000000000007 0.17491000000000004 0.086745000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7608936273754996e-05 0.00043755976068037016 0.0004284899770163541 -8.4245467552218178e-05 leaf_weight=108.74907926870583 5.0292124527149999 3.1676189784338922 2.2884461155481404 leaf_count=2592 138 30 91 internal_value=0 -4.91191e-06 0.000274581 internal_weight=0 111.917 7.31766 internal_count=2851 2622 229 is_linear=0 shrinkage=0.000439788 Tree=8049 num_leaves=4 num_cat=0 split_feature=403 0 42 split_gain=2.75453 3.30439 2.17006 threshold=0.092300000000000007 0.17491000000000004 0.086745000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9167630839686154e-05 0.00043289338812292671 0.00043369513087888477 -8.2685095377381501e-05 leaf_weight=108.43258629881893 5.0337373849688438 3.1894581116939653 2.2887510015571024 leaf_count=2592 138 30 91 internal_value=0 -6.1557e-06 0.000271946 internal_weight=0 111.622 7.32249 internal_count=2851 2622 229 is_linear=0 shrinkage=0.000439788 Tree=8050 num_leaves=4 num_cat=0 split_feature=403 0 42 split_gain=2.90026 3.23069 2.17814 threshold=0.092300000000000007 0.17491000000000004 0.086745000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00094157019489282689 0.022578459835857691 0.02201559241038327 -0.0039176514979368101 leaf_weight=107.25768246327061 4.9959381597691381 3.1559903490997376 2.258755483198911 leaf_count=2592 138 30 91 internal_value=0 -0.000281685 0.0143402 internal_weight=0 110.414 7.25469 internal_count=2851 2622 229 is_linear=0 shrinkage=0.0224292 Tree=8051 num_leaves=4 num_cat=0 split_feature=403 0 403 split_gain=2.77326 3.12124 2.14362 threshold=0.092300000000000007 0.17491000000000004 0.09389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00092044410474526018 0.033169287001983266 0.021765131097816012 0.0062494642938198354 leaf_weight=107.25897361534044 2.0767776966094962 3.1213203742372562 5.1745461589016486 leaf_count=2592 3 30 226 internal_value=0 -0.000275291 0.0140262 internal_weight=0 110.38 7.25132 internal_count=2851 2622 229 is_linear=0 shrinkage=0.0224292 Tree=8052 num_leaves=4 num_cat=0 split_feature=47 4 47 split_gain=2.79612 5.52377 3.14528 threshold=0.088995000000000005 -0.018324999999999998 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002696239315160496 0.012742086669279359 -0.016484702658119327 0.024243106410581604 leaf_weight=92.786887741680403 4.3763917555352263 12.524396760003581 2.8182336419413323 leaf_count=2452 89 229 37 internal_value=0 -0.0089107 0.00098101 internal_weight=0 16.9008 95.6051 internal_count=2807 318 2489 is_linear=0 shrinkage=0.0224292 Tree=8053 num_leaves=4 num_cat=0 split_feature=47 4 47 split_gain=2.6777 5.29059 3.0247 threshold=0.088995000000000005 -0.018324999999999998 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002635779419986847 0.012485807817328321 -0.016148783262385773 0.023836410224774996 leaf_weight=92.786827616844676 4.366551086415714 12.498858551727606 2.8025342032778999 leaf_count=2452 89 229 37 internal_value=0 -0.00872939 0.000959319 internal_weight=0 16.8654 95.5894 internal_count=2807 318 2489 is_linear=0 shrinkage=0.0224292 Tree=8054 num_leaves=3 num_cat=0 split_feature=133 133 split_gain=2.57013 2.50336 threshold=-0.37971999999999995 -0.16272499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025387448502618905 0.022592956072544513 -0.00052652051709174957 leaf_weight=2.027754224398449 2.3895597045120658 107.98856525291558 leaf_count=169 66 2572 internal_value=0 -2.21898e-05 internal_weight=0 110.378 internal_count=2807 2638 is_linear=0 shrinkage=0.0224292 Tree=8055 num_leaves=4 num_cat=0 split_feature=4 15 1 split_gain=2.582 3.85612 0.323576 threshold=0.50666500000000003 -0.18995499999999996 0.11623000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00034022313364777781 0.00021233773585037098 -7.3256670344070369e-09 0.00048404194174662984 leaf_weight=6.8543487371862275 1.6137355272658163 103.04016824996688 1.8955272530765794 leaf_count=148 21 2509 129 internal_value=0 -2.12827e-05 0.000360924 internal_weight=0 109.895 3.50926 internal_count=2807 2657 150 is_linear=0 shrinkage=0.000439788 Tree=8056 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.99474 5.37761 3.48499 threshold=0.077020000000000019 -0.070894999999999986 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010772025445848937 -0.011342129657422069 0.0058912011488365876 0.0049961647385666826 leaf_weight=24.347204078881987 7.2433570143184616 16.218948625217308 68.732764713364304 leaf_count=1189 161 255 1236 internal_value=0 -0.00411018 0.00343606 internal_weight=0 40.5662 75.9761 internal_count=2841 1444 1397 is_linear=0 shrinkage=0.0224292 Tree=8057 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.82875 5.25624 3.30629 threshold=0.077020000000000019 -0.070894999999999986 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020658158810216395 -0.00021593530436652479 0.00011560047539681242 9.5603876648365593e-05 leaf_weight=24.400409999654585 7.2623253207420921 16.336545833073615 69.337757135861466 leaf_count=1189 161 255 1236 internal_value=0 -7.73848e-05 6.60209e-05 internal_weight=0 40.737 76.6001 internal_count=2841 1444 1397 is_linear=0 shrinkage=0.000439788 Tree=8058 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.86409 5.15821 3.33121 threshold=0.077020000000000019 -0.070894999999999986 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010572856161227683 -0.011100546641855185 0.0057662537252949723 0.0048850677352291275 leaf_weight=24.241598608397908 7.2317990464507593 16.201915578745684 68.69952366770849 leaf_count=1189 161 255 1236 internal_value=0 -0.00402768 0.00336017 internal_weight=0 40.4435 75.9313 internal_count=2841 1444 1397 is_linear=0 shrinkage=0.0224292 Tree=8059 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.8267 5.07774 3.19101 threshold=0.077020000000000019 -0.070894999999999986 -0.22295999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002050412741468428 -0.00021154478362140776 0.00011221348736484582 9.4696397344067536e-05 leaf_weight=24.328172123363402 7.2535659551504059 16.267555270584126 69.271224801508652 leaf_count=1189 161 255 1236 internal_value=0 -7.79177e-05 6.56231e-05 internal_weight=0 40.5957 76.5248 internal_count=2841 1444 1397 is_linear=0 shrinkage=0.000439788 Tree=8060 num_leaves=4 num_cat=0 split_feature=42 48 49 split_gain=4.70391 5.80768 4.01598 threshold=0.086745000000000003 0.088965000000000002 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001998272745569415 -0.00029320689984781541 0.00017536498348730953 8.6001640721888216e-05 leaf_weight=10.749021017560151 18.180461606165412 7.1019523096492767 81.241551083618106 leaf_count=122 901 131 1714 internal_value=0 -0.00016155 5.25682e-05 internal_weight=0 25.2824 91.9906 internal_count=2868 1032 1836 is_linear=0 shrinkage=0.000439788 Tree=8061 num_leaves=4 num_cat=0 split_feature=42 48 49 split_gain=4.64243 5.72452 4.00258 threshold=0.086745000000000003 0.088965000000000002 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019920422217402275 -0.00029001099474855045 0.0001751598506352292 8.5766808752873148e-05 leaf_weight=10.776108758407643 18.267068521876357 7.090206974931788 81.555999626818448 leaf_count=122 901 131 1714 internal_value=0 -0.00015991 5.24734e-05 internal_weight=0 25.3573 92.3321 internal_count=2868 1032 1836 is_linear=0 shrinkage=0.000439788 Tree=8062 num_leaves=4 num_cat=0 split_feature=42 49 49 split_gain=4.66488 4.51813 3.89969 threshold=0.086745000000000003 -0.21083999999999997 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019655451788002897 0.00038116626991824997 -0.00022379887481060797 8.4560616694473039e-05 leaf_weight=10.78559034061618 2.6490491917356875 22.822897303671198 81.855186542061347 leaf_count=122 21 1011 1714 internal_value=0 -0.000160645 5.17984e-05 internal_weight=0 25.4719 92.6408 internal_count=2868 1032 1836 is_linear=0 shrinkage=0.000439788 Tree=8063 num_leaves=4 num_cat=0 split_feature=42 48 49 split_gain=4.71207 5.60974 3.99087 threshold=0.086745000000000003 0.088965000000000002 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019846399708619661 -0.00029006904296375756 0.00016949285950792502 8.5958856951275409e-05 leaf_weight=10.78788666440232 18.280878194476831 7.1279588439156205 81.52628942168667 leaf_count=122 901 131 1714 internal_value=0 -0.000161117 5.26869e-05 internal_weight=0 25.4088 92.3142 internal_count=2868 1032 1836 is_linear=0 shrinkage=0.000439788 Tree=8064 num_leaves=3 num_cat=0 split_feature=454 52 split_gain=2.60954 2.89004 threshold=1.0000000180025095e-35 -0.082099999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.0916089012458573e-05 0.00031598836677233842 -7.1667040892275992e-05 leaf_weight=35.382091307730661 4.56784653966315 74.595096873201328 leaf_count=701 38 2087 internal_value=0 -2.25721e-05 internal_weight=0 109.977 internal_count=2826 2788 is_linear=0 shrinkage=0.000439788 Tree=8065 num_leaves=4 num_cat=0 split_feature=52 15 157 split_gain=2.64018 4.12515 2.88893 threshold=-0.047784999999999987 0.098970000000000016 -0.08107499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029716409680074606 -3.696663133077688e-05 -0.00049506027248167315 1.8013385093212589e-05 leaf_weight=8.89348762024383 64.488414509381982 4.0215138620405915 36.698318101582117 leaf_count=149 1705 229 743 internal_value=0 -6.3987e-05 7.25683e-05 internal_weight=0 68.5099 45.5918 internal_count=2826 1934 892 is_linear=0 shrinkage=0.000439788 Tree=8066 num_leaves=3 num_cat=0 split_feature=454 52 split_gain=2.53267 2.86124 threshold=1.0000000180025095e-35 -0.082099999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.2488095562966449e-05 0.00031348030768906193 -6.9637896330202237e-05 leaf_weight=35.228098481633424 4.5494338045828036 74.349352560160696 leaf_count=701 38 2087 internal_value=0 -2.0725e-05 internal_weight=0 109.577 internal_count=2826 2788 is_linear=0 shrinkage=0.000439788 Tree=8067 num_leaves=3 num_cat=0 split_feature=454 42 split_gain=2.52552 2.49903 threshold=1.0000000180025095e-35 0.094880000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024604051197718245 0.015944651848936127 0.0077391812896143979 leaf_weight=94.575336187586799 4.5060506103327489 13.835823007786528 leaf_count=2292 38 496 internal_value=0 -0.00115756 internal_weight=0 108.411 internal_count=2826 2788 is_linear=0 shrinkage=0.0224292 Tree=8068 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=3.77387 3.23124 threshold=-0.43144499999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02477088583364611 -0.019827531712258695 0.0018506815267164078 leaf_weight=2.8727429583959738 3.5514888055804468 110.72027872769286 leaf_count=19 435 2379 internal_value=0 0.00117374 internal_weight=0 114.272 internal_count=2833 2814 is_linear=0 shrinkage=0.0224292 Tree=8069 num_leaves=3 num_cat=0 split_feature=1375 1213 split_gain=3.5112 3.22522 threshold=-0.43144499999999991 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046509991660148873 -0.00038641791139896287 3.6957864902167049e-05 leaf_weight=2.8947658977558595 3.5732510658872334 111.45122885552519 leaf_count=19 435 2379 internal_value=0 2.37437e-05 internal_weight=0 115.024 internal_count=2833 2814 is_linear=0 shrinkage=0.000439788 Tree=8070 num_leaves=4 num_cat=0 split_feature=1213 403 43 split_gain=3.13742 3.20994 0.192818 threshold=-1.0000000180025095e-35 0.092300000000000007 -0.0012249999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.000471950760548388 5.6267674482108406e-06 0.00034009920863949073 -0.00025861138037421895 leaf_weight=2.2220930247403889 108.83978673627644 5.8287546700212252 1.4375592297437823 leaf_count=291 2293 105 144 internal_value=0 2.26822e-05 -0.000389925 internal_weight=0 114.669 3.65965 internal_count=2833 2398 435 is_linear=0 shrinkage=0.000439788 Tree=8071 num_leaves=3 num_cat=0 split_feature=1375 403 split_gain=3.59412 3.03567 threshold=-0.43144499999999991 -0.08403999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024137336441813841 -0.018082724901560977 0.0018425226030048087 leaf_weight=2.8807421403034814 3.9665455824779192 110.28508095032521 leaf_count=19 460 2354 internal_value=0 0.00114786 internal_weight=0 114.252 internal_count=2833 2814 is_linear=0 shrinkage=0.0224292 Tree=8072 num_leaves=4 num_cat=0 split_feature=48 0 50 split_gain=2.27783 4.14081 3.54468 threshold=0.092825000000000005 -0.19126499999999999 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0013310395845826234 -0.010337592031312121 0.011392577000868209 -0.025525488006268391 leaf_weight=93.125374203049432 5.9448274751193848 16.948401273815762 3.1303707966490029 leaf_count=2227 44 285 237 internal_value=0 0.00574586 -0.00212278 internal_weight=0 22.8932 96.2557 internal_count=2793 329 2464 is_linear=0 shrinkage=0.0224292 Tree=8073 num_leaves=4 num_cat=0 split_feature=48 0 50 split_gain=2.28362 3.90552 3.46008 threshold=0.092825000000000005 -0.19126499999999999 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.6103264766528699e-05 -0.00019289729111069898 0.00021983519329289833 -0.00049653446592889863 leaf_weight=93.902511806316397 5.9729532017372575 17.059572668506007 3.1056619333594417 leaf_count=2227 44 285 237 internal_value=0 0.000112731 -4.12586e-05 internal_weight=0 23.0325 97.0082 internal_count=2793 329 2464 is_linear=0 shrinkage=0.000439788 Tree=8074 num_leaves=4 num_cat=0 split_feature=48 0 16 split_gain=2.238 3.83548 3.55345 threshold=0.092825000000000005 -0.19126499999999999 -0.11247499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.1008908929025259e-05 -0.00018993758346062952 0.00021764541505445211 -9.3603380713554925e-05 leaf_weight=28.398136186184274 6.0151664140867096 17.17960205892814 69.441392774087944 leaf_count=480 44 285 1984 internal_value=0 0.000111876 -4.0012e-05 internal_weight=0 23.1948 97.8395 internal_count=2793 329 2464 is_linear=0 shrinkage=0.000439788 Tree=8075 num_leaves=4 num_cat=0 split_feature=48 0 50 split_gain=2.18026 3.95753 3.45395 threshold=0.092825000000000005 -0.19126499999999999 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012995588799210502 -0.010083155085601389 0.011165036352788947 -0.025370027506097965 leaf_weight=93.165699880100874 5.9475520475534749 16.899666171651916 3.0797782952868138 leaf_count=2227 44 285 237 internal_value=0 0.00562994 -0.00207467 internal_weight=0 22.8472 96.2455 internal_count=2793 329 2464 is_linear=0 shrinkage=0.0224292 Tree=8076 num_leaves=4 num_cat=0 split_feature=0 2 52 split_gain=3.93281 4.91679 1.93878 threshold=-0.077944999999999987 -0.005474999999999999 -0.51296999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004397126027308568 -0.00026076173656498406 -1.5617549448494504e-05 0.00013972347434912182 leaf_weight=5.6874856297799843 2.4590228400775223 72.007582490623463 41.849985246193683 leaf_count=75 150 1772 884 internal_value=0 -4.67628e-05 0.000117395 internal_weight=0 77.6951 44.309 internal_count=2881 1847 1034 is_linear=0 shrinkage=0.000439788 Tree=8077 num_leaves=4 num_cat=0 split_feature=0 2 52 split_gain=3.97911 5.02289 2.01274 threshold=-0.077944999999999987 -0.005474999999999999 -0.51296999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044262185311039301 -0.0002649547979010314 -1.5178855845166603e-05 0.00014113421678551126 leaf_weight=5.7215365889278464 2.4843035457306533 72.11436676505582 41.886844949909573 leaf_count=75 150 1772 884 internal_value=0 -4.67e-05 0.000118293 internal_weight=0 77.8359 44.3711 internal_count=2881 1847 1034 is_linear=0 shrinkage=0.000439788 Tree=8078 num_leaves=4 num_cat=0 split_feature=0 2 52 split_gain=3.9921 4.95393 1.90297 threshold=-0.077944999999999987 -0.005474999999999999 -0.51296999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044171985550606739 -0.00025706193545054547 -1.6484257637384683e-05 0.00013968145924711289 leaf_weight=5.7011067473504218 2.459314914274727 71.953981475171531 41.874803865659487 leaf_count=75 150 1772 884 internal_value=0 -4.78041e-05 0.000117572 internal_weight=0 77.6551 44.3341 internal_count=2881 1847 1034 is_linear=0 shrinkage=0.000439788 Tree=8079 num_leaves=4 num_cat=0 split_feature=0 2 52 split_gain=3.93893 4.99627 1.90696 threshold=-0.077944999999999987 -0.005474999999999999 -0.51296999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022616180449390944 -0.01315379112326058 -0.00076551006696295152 0.0071679192219163039 leaf_weight=5.6640550098672966 2.4433223653177256 71.460469500272666 41.543058259547252 leaf_count=75 150 1772 884 internal_value=0 -0.00237543 0.00603389 internal_weight=0 77.1245 43.9864 internal_count=2881 1847 1034 is_linear=0 shrinkage=0.0224292 Tree=8080 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=3.28558 3.94503 3.73242 threshold=-0.088794999999999985 0.078340000000000007 0.11238500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01688181432931582 0.0021736242214992706 0.0030261706219126831 0.026698234630120721 leaf_weight=10.056366825061561 89.689461995616512 9.9455883919945318 3.2156453891075207 leaf_count=327 2274 205 29 internal_value=0 -0.0069895 0.00302778 internal_weight=0 20.002 92.9051 internal_count=2835 532 2303 is_linear=0 shrinkage=0.0224292 Tree=8081 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=3.14722 3.79664 3.63908 threshold=-0.088794999999999985 0.078340000000000007 0.11238500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016601030767601676 0.0021249876317088758 0.002960366547743907 0.02652872289772382 leaf_weight=9.9980750645409007 89.685050277572373 9.9391306949764822 3.1643095340114078 leaf_count=327 2274 205 29 internal_value=0 -0.00685574 0.00296195 internal_weight=0 19.9372 92.8494 internal_count=2835 532 2303 is_linear=0 shrinkage=0.0224292 Tree=8082 num_leaves=4 num_cat=0 split_feature=43 1 13 split_gain=3.01449 3.65308 3.54787 threshold=-0.088794999999999985 0.078340000000000007 0.11238500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016322053066013083 0.0020774345144600036 0.0028959434520927385 0.026360262379032207 leaf_weight=9.941850607658127 89.680839295100668 9.9328472550478164 3.1137982474174342 leaf_count=327 2274 205 29 internal_value=0 -0.00672384 0.00289752 internal_weight=0 19.8747 92.7946 internal_count=2835 532 2303 is_linear=0 shrinkage=0.0224292 Tree=8083 num_leaves=4 num_cat=0 split_feature=43 1 2 split_gain=2.88718 3.51422 3.46913 threshold=-0.088794999999999985 0.078340000000000007 0.10686000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016045008806323289 0.0052363185359990908 0.002832874908252393 -0.0049965288560637217 leaf_weight=9.8876257592382917 70.977586569695632 9.9267327351881232 21.763342462760193 leaf_count=327 1801 205 502 internal_value=0 -0.00659381 0.00283446 internal_weight=0 19.8144 92.7409 internal_count=2835 532 2303 is_linear=0 shrinkage=0.0224292 Tree=8084 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=2.56415 3.2242 0.821174 threshold=0.13558500000000004 0.083995000000000014 -0.056079999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.0441962465756154e-05 0.0004395040074265107 0.00010805098547902752 0.00012230257805225122 leaf_weight=84.042381285595184 2.7011136554574477 25.496166964143413 3.8124377343629012 leaf_count=1717 123 957 44 internal_value=0 -2.88844e-05 0.000254743 internal_weight=0 109.539 6.51355 internal_count=2841 2674 167 is_linear=0 shrinkage=0.000439788 Tree=8085 num_leaves=4 num_cat=0 split_feature=1 39 0 split_gain=2.53865 2.31994 0.76648 threshold=0.13558500000000004 -1.0000000180025095e-35 -0.068134999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036314855960155735 0.00044196274637473205 -1.3890085508300843e-05 0.00013271064602131502 leaf_weight=3.7927271858789018 2.5812367656908464 105.23906490171066 3.9004734745103624 leaf_count=43 75 2631 92 internal_value=0 -2.61007e-05 0.000256802 internal_weight=0 109.032 6.48171 internal_count=2841 2674 167 is_linear=0 shrinkage=0.000439788 Tree=8086 num_leaves=4 num_cat=0 split_feature=15 403 1 split_gain=2.61212 5.2569 3.71402 threshold=0.083995000000000014 -1.0000000180025095e-35 0.13558500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0035298468119450708 -0.022729524651798953 0.0091104158723165577 0.016448918037199448 leaf_weight=83.091994692786102 2.9126588820199713 23.698880626347091 4.9415523787720295 leaf_count=1717 464 516 144 internal_value=0 0.00561171 -0.00240506 internal_weight=0 26.6115 88.0335 internal_count=2841 980 1861 is_linear=0 shrinkage=0.0224292 Tree=8087 num_leaves=4 num_cat=0 split_feature=15 403 1 split_gain=2.49857 5.08431 3.56969 threshold=0.083995000000000014 -1.0000000180025095e-35 0.13558500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034502771033287968 -0.022716583193998888 0.0088994649015434746 0.016208411428103264 leaf_weight=83.101905901768987 2.8496724796586959 23.71673535543232 4.9031186384381718 leaf_count=1717 464 516 144 internal_value=0 0.00549426 -0.00235173 internal_weight=0 26.5664 88.005 internal_count=2841 980 1861 is_linear=0 shrinkage=0.0224292 Tree=8088 num_leaves=4 num_cat=0 split_feature=15 13 2 split_gain=3.54457 4.90424 2.99166 threshold=0.088550000000000004 -0.10023999999999998 0.086610000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0029532942008792763 0.013642026292371476 -0.017338566469752372 0.0049886167077882269 leaf_weight=37.686555022344692 3.3648702555656191 10.708268005451826 64.976368779565746 leaf_count=887 41 605 1344 internal_value=0 -0.0099227 0.00207321 internal_weight=0 14.0731 102.663 internal_count=2877 646 2231 is_linear=0 shrinkage=0.0224292 Tree=8089 num_leaves=4 num_cat=0 split_feature=15 13 2 split_gain=3.27654 4.86757 3.04095 threshold=0.088550000000000004 -0.10023999999999998 0.086610000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.0899462688209563e-05 0.00025654334501950827 -0.00034717054944150504 7.4904350364639929e-05 leaf_weight=38.515078725871717 3.3530808158975551 11.060437897576774 65.250737049294912 leaf_count=887 41 605 1344 internal_value=0 -0.000206572 1.70699e-05 internal_weight=0 14.4135 103.766 internal_count=2877 646 2231 is_linear=0 shrinkage=0.000439788 Tree=8090 num_leaves=4 num_cat=0 split_feature=15 13 2 split_gain=3.45457 4.85793 2.98936 threshold=0.088550000000000004 -0.10023999999999998 0.086610000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.708519098393876e-05 0.00026751413146990267 -0.00033418967203053011 9.7476960333342714e-05 leaf_weight=38.186929373630846 3.3971150827128431 10.812862756674802 66.022818336645287 leaf_count=887 41 605 1344 internal_value=0 -0.000190177 4.08387e-05 internal_weight=0 14.21 104.21 internal_count=2877 646 2231 is_linear=0 shrinkage=0.000439788 Tree=8091 num_leaves=4 num_cat=0 split_feature=15 13 2 split_gain=3.3923 4.7783 2.96946 threshold=0.088550000000000004 -0.10023999999999998 0.086610000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.8997242030580667e-05 0.00026453902475503678 -0.00033442151445712361 9.5513232397940185e-05 leaf_weight=38.005643857124596 3.3724134478252372 10.729487067015723 65.484244184464842 leaf_count=887 41 605 1344 internal_value=0 -0.000191018 3.87704e-05 internal_weight=0 14.1019 103.49 internal_count=2877 646 2231 is_linear=0 shrinkage=0.000439788 Tree=8092 num_leaves=3 num_cat=0 split_feature=1375 1447 split_gain=2.8917 2.68897 threshold=-0.10702499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037669718602929413 -0.00033038844752230381 1.9482816382590467e-05 leaf_weight=3.9439781404216765 4.4052717929844212 106.99923350471909 leaf_count=63 278 2487 internal_value=0 5.59361e-06 internal_weight=0 111.405 internal_count=2828 2765 is_linear=0 shrinkage=0.000439788 Tree=8093 num_leaves=3 num_cat=0 split_feature=1375 133 split_gain=2.89331 2.64826 threshold=-0.10702499999999998 -0.38664499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019335934222396284 -0.0268252071335481 0.00069776689229762918 leaf_weight=3.909724382494459 1.7686107413901471 108.49282137505543 leaf_count=63 154 2611 internal_value=0 0.000251727 internal_weight=0 110.261 internal_count=2828 2765 is_linear=0 shrinkage=0.0224292 Tree=8094 num_leaves=3 num_cat=0 split_feature=1375 1447 split_gain=2.81037 2.72393 threshold=-0.10702499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036721055908761629 -0.0003309541685626165 2.1607962414028803e-05 leaf_weight=3.9872244751022654 4.3937408960700841 107.27146153427748 leaf_count=63 278 2487 internal_value=0 7.68134e-06 internal_weight=0 111.665 internal_count=2828 2765 is_linear=0 shrinkage=0.000439788 Tree=8095 num_leaves=3 num_cat=0 split_feature=1375 1447 split_gain=2.62834 2.76724 threshold=-0.10702499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035670886177088194 -0.00033193476256189968 1.9234826191366771e-05 leaf_weight=4.0017028266738626 4.5023668518260811 108.19213977205254 leaf_count=63 278 2487 internal_value=0 5.15106e-06 internal_weight=0 112.695 internal_count=2828 2765 is_linear=0 shrinkage=0.000439788 Tree=8096 num_leaves=4 num_cat=0 split_feature=157 160 15 split_gain=2.63737 3.99529 3.79313 threshold=-0.076719999999999983 -1.0000000180025095e-35 -0.0063699999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050958800690034849 -0.012251537049585209 0.00024454246871029805 0.01721653459201531 leaf_weight=6.4218765845689623 15.116381393585469 86.045557168479718 9.4627708951593359 leaf_count=257 639 1897 107 internal_value=0 -0.00162468 0.00820074 internal_weight=0 101.162 15.8846 internal_count=2900 2536 364 is_linear=0 shrinkage=0.0224292 Tree=8097 num_leaves=4 num_cat=0 split_feature=157 475 13 split_gain=2.56508 3.91269 3.71508 threshold=-0.076719999999999983 -1.0000000180025095e-35 -0.011809999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00013381685833918942 -0.00046260765360653844 -1.3794329548620364e-05 0.00031241281059196825 leaf_weight=5.494606750089587 3.8877334585977215 97.956756909052274 10.445096776476928 leaf_count=222 221 2315 142 internal_value=0 -3.10105e-05 0.000158616 internal_weight=0 101.844 15.9397 internal_count=2900 2536 364 is_linear=0 shrinkage=0.000439788 Tree=8098 num_leaves=4 num_cat=0 split_feature=157 475 13 split_gain=2.53014 3.8916 3.71242 threshold=-0.076719999999999983 -1.0000000180025095e-35 -0.011809999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0069694943906065537 -0.023651477328191874 -0.00071085992641810303 0.015901367859962934 leaf_weight=5.4226663029839974 3.8489233032469192 97.277110773549794 10.383604071421358 leaf_count=222 221 2315 142 internal_value=0 -0.00158829 0.0080561 internal_weight=0 101.126 15.8063 internal_count=2900 2536 364 is_linear=0 shrinkage=0.0224292 Tree=8099 num_leaves=4 num_cat=0 split_feature=160 157 49 split_gain=2.51639 2.66414 1.71038 threshold=-0.20907999999999996 -0.15081499999999998 0.082865000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022270052405928581 0.020537648176468418 -0.00013955730543279804 0.0060257024755020266 leaf_weight=4.1320298024384092 3.2093122186342944 108.03403333999267 1.44069285644764 leaf_count=236 79 2514 71 internal_value=0 0.000460391 -0.0149593 internal_weight=0 111.243 5.57272 internal_count=2900 2593 307 is_linear=0 shrinkage=0.0224292 Tree=8100 num_leaves=4 num_cat=0 split_feature=4 453 0 split_gain=3.31301 2.55882 0.749502 threshold=-0.4945199999999999 1.0000000180025095e-35 0.12500000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015315364019358676 4.9848766995646473e-05 -0.00030463898722858657 -0.00048011948837447578 leaf_weight=2.8111031641019499 110.1027633822232 4.0656682431581421 2.6491363465320319 leaf_count=104 2602 71 32 internal_value=0 3.71762e-05 -0.000312907 internal_weight=0 114.168 5.46024 internal_count=2809 2673 136 is_linear=0 shrinkage=0.000439788 Tree=8101 num_leaves=4 num_cat=0 split_feature=4 453 0 split_gain=3.20388 2.67894 0.742654 threshold=-0.4945199999999999 1.0000000180025095e-35 0.12474500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014788496257151597 4.8489625029716436e-05 -0.00031176137418368428 -0.0004717580580164325 leaf_weight=2.8184383907937436 110.82086471513867 4.1227438236819571 2.6922484156675637 leaf_count=100 2602 71 36 internal_value=0 3.55187e-05 -0.000307196 internal_weight=0 114.944 5.51069 internal_count=2809 2673 136 is_linear=0 shrinkage=0.000439788 Tree=8102 num_leaves=4 num_cat=0 split_feature=4 453 0 split_gain=3.24374 2.53785 0.7844 threshold=-0.4945199999999999 1.0000000180025095e-35 0.12474500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0074848022055098795 0.0024513654424907624 -0.01561993563693663 -0.024568610115370589 leaf_weight=2.7783410522970362 109.28988104000382 4.0355639517947557 2.6601735370932147 leaf_count=100 2602 71 36 internal_value=0 0.00180532 -0.0158978 internal_weight=0 113.325 5.43851 internal_count=2809 2673 136 is_linear=0 shrinkage=0.0224292 Tree=8103 num_leaves=4 num_cat=0 split_feature=4 453 0 split_gain=3.15997 2.61397 0.693521 threshold=-0.4945199999999999 1.0000000180025095e-35 0.12474500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015019752380135396 4.8121908037760979e-05 -0.00030842977256201451 -0.00046312933824818397 leaf_weight=2.8066369823645791 110.60196069885933 4.1062988696503444 2.7082774898735806 leaf_count=100 2602 71 36 internal_value=0 3.5309e-05 -0.00030494 internal_weight=0 114.708 5.51491 internal_count=2809 2673 136 is_linear=0 shrinkage=0.000439788 Tree=8104 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.92955 2.83078 threshold=-0.31764499999999996 0.13412000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052379593771738635 1.705251551460633e-05 -0.00042788729794719524 leaf_weight=2.0342423146357751 112.87014433976219 2.8159805102040982 leaf_count=27 2790 43 internal_value=0 6.15317e-06 internal_weight=0 115.686 internal_count=2860 2833 is_linear=0 shrinkage=0.000439788 Tree=8105 num_leaves=4 num_cat=0 split_feature=1447 151 481 split_gain=3.23466 2.58767 0.320762 threshold=-1.0000000180025095e-35 0.13082500000000002 -0.077329999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01293808269729857 0.0010389530993534981 -0.020334047135257129 -0.026941594890409405 leaf_weight=1.4610818804230805 110.34555977887067 2.9061961473198599 2.0715586009828248 leaf_count=141 2535 48 136 internal_value=0 0.000487158 -0.0212505 internal_weight=0 113.252 3.53264 internal_count=2860 2583 277 is_linear=0 shrinkage=0.0224292 Tree=8106 num_leaves=4 num_cat=0 split_feature=1447 151 481 split_gain=3.28303 2.42561 0.3315 threshold=-1.0000000180025095e-35 0.13082500000000002 -0.077329999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00025046547791503123 2.2914064113809762e-05 -0.00038168111708285896 -0.00052735089345098279 leaf_weight=1.4870962601926296 111.39523118646139 2.9225330085027954 2.0907809912605435 leaf_count=141 2535 48 136 internal_value=0 1.25086e-05 -0.000414207 internal_weight=0 114.318 3.57788 internal_count=2860 2583 277 is_linear=0 shrinkage=0.000439788 Tree=8107 num_leaves=4 num_cat=0 split_feature=1447 130 13 split_gain=3.13527 2.23424 0.217422 threshold=-1.0000000180025095e-35 -0.083579999999999988 -0.077334999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015111261970829784 -0.016282862353150507 0.0010708695867291205 -0.026673607677064271 leaf_weight=1.727775658873725 3.8449691876303396 109.41655277081918 1.7589040129205376 leaf_count=188 97 2486 89 internal_value=0 0.000479105 -0.0210575 internal_weight=0 113.262 3.48668 internal_count=2860 2583 277 is_linear=0 shrinkage=0.0224292 Tree=8108 num_leaves=3 num_cat=0 split_feature=1429 158 split_gain=4.00494 3.26029 threshold=-1.0000000180025095e-35 0.085745000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051402066133883321 4.5837730897880191e-05 -0.0002900390119213263 leaf_weight=2.6736990071603932 108.76281425912384 5.8734720382471997 leaf_count=142 2375 311 internal_value=0 2.85834e-05 internal_weight=0 114.636 internal_count=2828 2686 is_linear=0 shrinkage=0.000439788 Tree=8109 num_leaves=4 num_cat=0 split_feature=158 50 1 split_gain=2.99111 3.36181 2.14846 threshold=0.085745000000000002 0.10124500000000002 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024609446193221631 -0.026016835889037505 -0.016467186546122458 0.0020067310518216016 leaf_weight=105.3027970133171 3.4703765455851672 4.9230252275774538 2.2683892087370623 leaf_count=2175 215 342 96 internal_value=0 0.00161285 -0.0149699 internal_weight=0 110.226 5.73877 internal_count=2828 2517 311 is_linear=0 shrinkage=0.0224292 Tree=8110 num_leaves=3 num_cat=0 split_feature=1429 158 split_gain=3.94374 3.11767 threshold=-1.0000000180025095e-35 0.085745000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051224267266877723 4.580376937674744e-05 -0.00028435103121070109 leaf_weight=2.6449922255542324 108.81861326624676 5.8093165434056564 leaf_count=142 2375 311 internal_value=0 2.9027e-05 internal_weight=0 114.628 internal_count=2828 2686 is_linear=0 shrinkage=0.000439788 Tree=8111 num_leaves=3 num_cat=0 split_feature=1429 158 split_gain=3.93877 3.2732 threshold=-1.0000000180025095e-35 0.085745000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051309133052580694 4.5749026388656056e-05 -0.00029190401832482213 leaf_weight=2.6384659828345312 108.62082961873784 5.8330592792208327 leaf_count=142 2375 311 internal_value=0 2.8495e-05 internal_weight=0 114.454 internal_count=2828 2686 is_linear=0 shrinkage=0.000439788 Tree=8112 num_leaves=3 num_cat=0 split_feature=1429 484 split_gain=4.21402 2.97841 threshold=-1.0000000180025095e-35 -0.079734999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051472796410568253 -0.00031916614525552789 5.4902052289228019e-05 leaf_weight=2.6700961734131843 4.2471023774851338 117.81771383573869 leaf_count=134 267 2406 internal_value=0 4.18389e-05 internal_weight=0 122.065 internal_count=2807 2673 is_linear=0 shrinkage=0.000439788 Tree=8113 num_leaves=3 num_cat=0 split_feature=1429 484 split_gain=4.14959 2.95721 threshold=-1.0000000180025095e-35 -0.079734999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026416375568604062 -0.016245839491159621 0.0029173376351252097 leaf_weight=2.5757071044736213 4.1782889626483657 116.46119742212431 leaf_count=134 267 2406 internal_value=0 0.00225116 internal_weight=0 120.639 internal_count=2807 2673 is_linear=0 shrinkage=0.0224292 Tree=8114 num_leaves=4 num_cat=0 split_feature=484 39 1 split_gain=3.16218 2.73448 0.955295 threshold=-0.079734999999999986 -0.042029999999999991 0.094695000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051346799753810863 -0.00034020224682791277 5.6864703889720473e-05 -0.00011063819089413609 leaf_weight=2.4374280380507107 3.4355354121362316 116.08541730540855 2.1469787047826685 leaf_count=248 53 2461 45 internal_value=0 4.53988e-05 -0.000326055 internal_weight=0 119.521 4.58441 internal_count=2807 2514 293 is_linear=0 shrinkage=0.000439788 Tree=8115 num_leaves=3 num_cat=0 split_feature=1429 484 split_gain=4.02682 2.83799 threshold=-1.0000000180025095e-35 -0.079734999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026270613708083462 -0.015982389300684862 0.0028512888961048648 leaf_weight=2.5328762759854717 4.1502729312123838 116.45906251625638 leaf_count=134 267 2406 internal_value=0 0.00220078 internal_weight=0 120.609 internal_count=2807 2673 is_linear=0 shrinkage=0.0224292 Tree=8116 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=2.98942 4.57729 4.49705 threshold=-0.074359999999999996 0.082085000000000019 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015981442501140862 -8.1368322406394412e-05 0.00018680584197201911 -0.00031778782788310147 leaf_weight=41.819033259134812 59.62089644936168 15.493053582700666 4.1777972795462111 leaf_count=1015 1540 177 120 internal_value=0 -2.60211e-05 0.000116321 internal_weight=0 75.114 45.9968 internal_count=2852 1717 1135 is_linear=0 shrinkage=0.000439788 Tree=8117 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=2.92941 4.53509 4.51968 threshold=-0.074359999999999996 0.082085000000000019 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001613383761828188 -7.9313334963519654e-05 0.00018825788273804282 -0.00031912059774644364 leaf_weight=41.462972716835793 59.178073341099662 15.430202979279782 4.1496151430765158 leaf_count=1015 1540 177 120 internal_value=0 -2.39413e-05 0.000117513 internal_weight=0 74.6083 45.6126 internal_count=2852 1717 1135 is_linear=0 shrinkage=0.000439788 Tree=8118 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=2.96965 4.602 4.34444 threshold=-0.074359999999999996 0.09202500000000001 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0082370521239519094 -0.0040868292176456439 -0.016580395359108154 0.0093461932927678404 leaf_weight=41.168344081173927 58.728568728160099 4.1186430174602711 15.238805204444359 leaf_count=1015 1540 120 177 internal_value=0 0.00597398 -0.00131765 internal_weight=0 45.287 73.9674 internal_count=2852 1135 1717 is_linear=0 shrinkage=0.0224292 Tree=8119 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=2.82737 4.33963 4.17764 threshold=-0.074359999999999996 0.09202500000000001 0.082085000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015493502160908535 -7.97023098206714e-05 -0.00031475963853792161 0.00017757661554968629 leaf_weight=41.571304975192106 59.353565173096285 4.1699049413764433 15.34757506797723 leaf_count=1015 1540 120 177 internal_value=0 0.000112003 -2.68117e-05 internal_weight=0 45.7412 74.7011 internal_count=2852 1135 1717 is_linear=0 shrinkage=0.000439788 Tree=8120 num_leaves=4 num_cat=0 split_feature=15 0 157 split_gain=2.39296 3.76564 3.2741 threshold=0.088550000000000004 -0.0051099999999999991 -0.083944999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020922393443119688 -0.012500620543556844 0.021329483278020683 0.0011861925913285835 leaf_weight=3.4697629660040539 14.811505372490503 1.845705117098986 98.694223602184138 leaf_count=194 645 24 1982 internal_value=0 -0.00873194 0.000431557 internal_weight=0 16.6572 102.164 internal_count=2845 669 2176 is_linear=0 shrinkage=0.0224292 Tree=8121 num_leaves=3 num_cat=0 split_feature=40 13 split_gain=2.32988 2.98865 threshold=0.095825000000000007 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.016961499859989335 -0.01864781783758724 -0.001038775196612647 leaf_weight=4.8249296484864308 3.5638546608388415 110.3098100534844 leaf_count=64 51 2730 internal_value=0 -0.000281754 internal_weight=0 115.135 internal_count=2845 2794 is_linear=0 shrinkage=0.0224292 Tree=8122 num_leaves=4 num_cat=0 split_feature=15 157 12 split_gain=2.29525 3.16245 2.87782 threshold=0.088550000000000004 -0.083944999999999978 0.08894500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020671327572981034 -0.022130441077847073 0.0011779006047010893 -0.0021237339612509231 leaf_weight=3.4299890810798379 5.312329594922633 98.646133850936167 11.262059019893057 leaf_count=194 177 1982 492 internal_value=0 0.000439989 -0.00855426 internal_weight=0 102.076 16.5744 internal_count=2845 2176 669 is_linear=0 shrinkage=0.0224292 Tree=8123 num_leaves=4 num_cat=0 split_feature=15 0 157 split_gain=2.24436 3.67217 3.06754 threshold=0.088550000000000004 -0.0051099999999999991 -0.083944999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003996279722540783 -0.00023869690155790742 0.00041424380972622017 2.1635999990285536e-05 leaf_weight=3.4399404205651072 14.89618415858604 1.8578965025953937 99.872066421294221 leaf_count=194 645 24 1982 internal_value=0 -0.000165902 7.53809e-06 internal_weight=0 16.7541 103.312 internal_count=2845 669 2176 is_linear=0 shrinkage=0.000439788 Tree=8124 num_leaves=3 num_cat=0 split_feature=1213 14 split_gain=2.69818 2.72528 threshold=-0.081269999999999995 -0.24487499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047655008286073299 -0.00029340401481343714 2.7786947441736256e-05 leaf_weight=2.2031113755438119 5.3415441417891989 109.02540188220519 leaf_count=269 103 2474 internal_value=0 1.27392e-05 internal_weight=0 114.367 internal_count=2846 2577 is_linear=0 shrinkage=0.000439788 Tree=8125 num_leaves=4 num_cat=0 split_feature=403 14 3 split_gain=2.7609 2.98752 2.33975 threshold=-1.0000000180025095e-35 -0.24487499999999998 -0.09712999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00010598534835347608 -0.00031147079737572664 3.6435092483310621e-05 -0.00042351717177702066 leaf_weight=2.3509612044144887 4.985602959728566 103.53915725576189 5.0851834891782337 leaf_count=75 98 2081 592 internal_value=0 2.04004e-05 -0.00025627 internal_weight=0 108.525 7.43614 internal_count=2846 2179 667 is_linear=0 shrinkage=0.000439788 Tree=8126 num_leaves=3 num_cat=0 split_feature=1213 14 split_gain=2.65526 2.69617 threshold=-0.081269999999999995 -0.24487499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024365028638034358 -0.015104572411964287 0.0013716449336748735 leaf_weight=2.1646945220199987 5.2210083992285936 107.43930540712063 leaf_count=269 103 2474 internal_value=0 0.000605659 internal_weight=0 112.66 internal_count=2846 2577 is_linear=0 shrinkage=0.0224292 Tree=8127 num_leaves=4 num_cat=0 split_feature=403 14 3 split_gain=2.58757 2.96522 2.31572 threshold=-1.0000000180025095e-35 -0.24487499999999998 -0.09712999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0056835242434098666 -0.015984483663813363 0.0018169292642245475 -0.021520324264447523 leaf_weight=2.3014503197628073 4.9144924398315188 102.66047361944038 4.9165231150800528 leaf_count=75 98 2081 592 internal_value=0 0.00100099 -0.0128543 internal_weight=0 107.575 7.21797 internal_count=2846 2179 667 is_linear=0 shrinkage=0.0224292 Tree=8128 num_leaves=4 num_cat=0 split_feature=52 0 3 split_gain=3.13509 3.20453 0.892112 threshold=0.18829500000000002 0.17491000000000004 -0.090439999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00042764399782450061 -0.00098778247729269298 0.022676082553272886 -0.021519423333767509 leaf_weight=107.73867268105278 1.4404835732857462 3.3392756531466139 4.0819321573908374 leaf_count=2531 46 30 294 internal_value=0 0.00110027 -0.0161857 internal_weight=0 111.078 5.52242 internal_count=2901 2561 340 is_linear=0 shrinkage=0.0224292 Tree=8129 num_leaves=4 num_cat=0 split_feature=52 0 3 split_gain=3.05644 3.15691 0.855373 threshold=0.18829500000000002 0.17491000000000004 -0.090439999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.2784304228333428e-06 -2.0949368817015623e-05 0.00044085831080302793 -0.00041332970083292819 leaf_weight=109.46422298180187 1.4555180655115689 3.3602885033615157 4.109298693112577 leaf_count=2531 46 30 294 internal_value=0 2.22047e-05 -0.000311122 internal_weight=0 112.825 5.56482 internal_count=2901 2561 340 is_linear=0 shrinkage=0.000439788 Tree=8130 num_leaves=4 num_cat=0 split_feature=52 0 3 split_gain=2.99886 3.13763 0.881195 threshold=0.18829500000000002 0.17491000000000004 -0.090439999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5626086688640071e-06 -1.4898153727777793e-05 0.00044067524628919609 -0.00041358914280086143 leaf_weight=108.764404776015 1.4531090409473106 3.3311451722474876 4.0873668692674974 leaf_count=2531 46 30 294 internal_value=0 2.14766e-05 -0.000309434 internal_weight=0 112.096 5.54048 internal_count=2901 2561 340 is_linear=0 shrinkage=0.000439788 Tree=8131 num_leaves=4 num_cat=0 split_feature=52 0 3 split_gain=3.06221 3.08736 0.867967 threshold=0.18829500000000002 0.17491000000000004 -0.090439999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.5986230375807111e-06 -2.0213804940813386e-05 0.0004394056508432103 -0.00041653731907177348 leaf_weight=108.5635985537283 1.4478464606854684 3.2966359135461962 4.0850592062306523 leaf_count=2531 46 30 294 internal_value=0 2.13678e-05 -0.000313254 internal_weight=0 111.86 5.53291 internal_count=2901 2561 340 is_linear=0 shrinkage=0.000439788 Tree=8132 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=5.21386 2.08268 threshold=-0.43271999999999994 0.069705000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031176885135567354 0.00050049394418237808 0.0089830316352170255 leaf_weight=2.4466764290773417 95.57461602138028 17.159978848121682 leaf_count=16 2623 232 internal_value=0 0.00179297 internal_weight=0 112.735 internal_count=2871 2855 is_linear=0 shrinkage=0.0224292 Tree=8133 num_leaves=3 num_cat=0 split_feature=1375 1375 split_gain=4.99076 2.02422 threshold=-0.43271999999999994 -0.23980499999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.030525053145755644 0.022251145920118585 0.00131234429352428 leaf_weight=2.4433195396813963 2.3536225501447907 110.34944442915184 leaf_count=16 19 2836 internal_value=0 0.00175331 internal_weight=0 112.703 internal_count=2871 2855 is_linear=0 shrinkage=0.0224292 Tree=8134 num_leaves=3 num_cat=0 split_feature=1375 150 split_gain=4.77757 2.01488 threshold=-0.43271999999999994 -0.20684999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029889093978859443 0.016823105457623978 0.001119058032752284 leaf_weight=2.4397852244655942 4.2531948409741736 108.41908246787352 leaf_count=16 34 2821 internal_value=0 0.00171461 internal_weight=0 112.672 internal_count=2871 2855 is_linear=0 shrinkage=0.0224292 Tree=8135 num_leaves=3 num_cat=0 split_feature=1375 401 split_gain=4.57366 1.97917 threshold=-0.43271999999999994 0.083100000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029268257442292427 0.0022408056411805689 -0.013969798326692635 leaf_weight=2.4361013402885865 108.7546536135651 3.9067711147308719 leaf_count=16 2598 257 internal_value=0 0.0016764 internal_weight=0 112.661 internal_count=2871 2855 is_linear=0 shrinkage=0.0224292 Tree=8136 num_leaves=4 num_cat=0 split_feature=2 2 159 split_gain=3.85175 6.46674 4.04568 threshold=0.086610000000000006 0.086935000000000012 -0.22563499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039434517575308835 0.00057094743926042516 -2.0718713032884505e-06 -0.00017973564949305131 leaf_weight=2.5239440946897949 4.0286392900161436 64.640097102015716 36.027908474512515 leaf_count=76 35 1594 1118 internal_value=0 3.16952e-05 -0.000141975 internal_weight=0 68.6687 38.5519 internal_count=2823 1629 1194 is_linear=0 shrinkage=0.000439788 Tree=8137 num_leaves=4 num_cat=0 split_feature=2 2 159 split_gain=3.98205 6.45467 4.01697 threshold=0.086610000000000006 0.086935000000000012 -0.22563499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039087570364058167 0.00057190910050040759 -9.7986737184149594e-07 -0.00018138920111593503 leaf_weight=2.5216876296763067 4.022322526521747 64.702304730621108 36.060953521273404 leaf_count=76 35 1594 1118 internal_value=0 3.26998e-05 -0.000143812 internal_weight=0 68.7246 38.5826 internal_count=2823 1629 1194 is_linear=0 shrinkage=0.000439788 Tree=8138 num_leaves=4 num_cat=0 split_feature=2 2 159 split_gain=3.8393 6.35744 4.05496 threshold=0.086610000000000006 0.086935000000000012 -0.22563499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039447411577226869 0.0005660981126461446 -3.3815454729095896e-06 -0.00018167910326407545 leaf_weight=2.5118203324382185 4.0102824395435155 64.22658602575757 35.787785550774061 leaf_count=76 35 1594 1118 internal_value=0 3.02358e-05 -0.000143715 internal_weight=0 68.2369 38.2996 internal_count=2823 1629 1194 is_linear=0 shrinkage=0.000439788 Tree=8139 num_leaves=4 num_cat=0 split_feature=2 2 159 split_gain=3.91586 6.34221 4.04253 threshold=0.086610000000000006 0.086935000000000012 -0.22563499999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039230392468293454 0.00056698730459749883 -1.5635845529604723e-06 -0.00018100213841065125 leaf_weight=2.529054369806544 4.0123299814513294 64.654105513351169 36.058555648711263 leaf_count=76 35 1594 1118 internal_value=0 3.18064e-05 -0.000143252 internal_weight=0 68.6664 38.5876 internal_count=2823 1629 1194 is_linear=0 shrinkage=0.000439788 Tree=8140 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=2.78908 2.5805 threshold=-0.4706749999999999 -0.082799999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014387687104806264 0.0037030956026786336 -0.0031705836704227592 leaf_weight=7.0001628572899781 48.522451899885709 63.293881302870432 leaf_count=82 965 1805 internal_value=0 -0.000187643 internal_weight=0 111.816 internal_count=2852 2770 is_linear=0 shrinkage=0.0224292 Tree=8141 num_leaves=3 num_cat=0 split_feature=13 9 split_gain=2.68663 2.55718 threshold=-0.4706749999999999 0.084755000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014171767327019318 0.00060751422640943284 -0.014727047971021725 leaf_weight=6.9482987057963319 106.04428562006069 5.7491728005115865 leaf_count=82 2679 91 internal_value=0 -0.000183472 internal_weight=0 111.793 internal_count=2852 2770 is_linear=0 shrinkage=0.0224292 Tree=8142 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=2.67327 2.52384 threshold=-0.4706749999999999 -0.082799999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027630672523879326 7.0950440281230002e-05 -6.1852360399518839e-05 leaf_weight=6.9571832939727747 48.868921485583996 63.777755345965488 leaf_count=82 965 1805 internal_value=0 -4.23695e-06 internal_weight=0 112.647 internal_count=2852 2770 is_linear=0 shrinkage=0.000439788 Tree=8143 num_leaves=3 num_cat=0 split_feature=13 16 split_gain=2.58742 2.4583 threshold=-0.4706749999999999 -0.082799999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013956002251986467 0.0036162137354494835 -0.0030929983945296633 leaf_weight=6.8977444355659818 48.536086599415285 63.259705514112284 leaf_count=82 965 1805 internal_value=0 -0.000180077 internal_weight=0 111.796 internal_count=2852 2770 is_linear=0 shrinkage=0.0224292 Tree=8144 num_leaves=3 num_cat=0 split_feature=150 15 split_gain=2.70021 2.56662 threshold=-0.20684999999999998 -0.095724999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017436754828650161 -0.0081704756755896397 -0.00010614948973481222 leaf_weight=3.6763663302408522 26.18774120146918 81.908730551245753 leaf_count=28 575 2224 internal_value=0 -0.00206093 internal_weight=0 108.096 internal_count=2827 2799 is_linear=0 shrinkage=0.0224292 Tree=8145 num_leaves=3 num_cat=0 split_feature=150 1429 split_gain=2.57354 2.97551 threshold=-0.20684999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033238574810764596 -0.00050083519290129632 -2.8793851510140875e-05 leaf_weight=3.6871139607392243 2.628238432454963 106.16088835892151 leaf_count=28 140 2659 internal_value=0 -4.02838e-05 internal_weight=0 108.789 internal_count=2827 2799 is_linear=0 shrinkage=0.000439788 Tree=8146 num_leaves=3 num_cat=0 split_feature=4 1429 split_gain=2.14642 2.98674 threshold=0.51195500000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00050034371171440637 0.00034947268763811797 -2.5696486843316199e-05 leaf_weight=2.608106858260725 2.8316860342056307 107.03094118603985 leaf_count=139 121 2567 internal_value=0 -3.70726e-05 internal_weight=0 109.639 internal_count=2827 2706 is_linear=0 shrinkage=0.000439788 Tree=8147 num_leaves=3 num_cat=0 split_feature=150 15 split_gain=2.58249 2.44832 threshold=-0.20684999999999998 -0.095724999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017069291783958971 -0.0079800068259842909 -0.0001049739321840289 leaf_weight=3.6701510804705313 26.196917897115782 81.926583915164883 leaf_count=28 575 2224 internal_value=0 -0.00201406 internal_weight=0 108.124 internal_count=2827 2799 is_linear=0 shrinkage=0.0224292 Tree=8148 num_leaves=4 num_cat=0 split_feature=457 49 151 split_gain=2.72929 3.64625 2.41948 threshold=0.079930000000000015 -0.057034999999999995 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024085722071285671 -3.5108666381509106e-05 7.4826449639693867e-06 0.00026901424147686854 leaf_weight=13.147945687203899 8.3665146629427927 86.928506569422098 12.766003238899428 leaf_count=191 149 2419 112 internal_value=0 -2.51837e-05 0.000148687 internal_weight=0 100.076 21.1325 internal_count=2871 2610 261 is_linear=0 shrinkage=0.000439788 Tree=8149 num_leaves=4 num_cat=0 split_feature=457 49 151 split_gain=2.66677 3.82125 2.40779 threshold=0.079930000000000015 -0.057034999999999995 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012529192352194421 -0.0018408866695758927 0.0004891618456504468 0.013694497438536006 leaf_weight=13.046953460478106 8.2793613939957158 85.995896383523359 12.709120904659356 leaf_count=191 149 2419 112 internal_value=0 -0.00122783 0.00757012 internal_weight=0 99.0428 20.9885 internal_count=2871 2610 261 is_linear=0 shrinkage=0.0224292 Tree=8150 num_leaves=4 num_cat=0 split_feature=457 49 151 split_gain=2.55531 3.65395 2.31641 threshold=0.079930000000000015 -0.057034999999999995 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012254707666990059 -0.0017993838086785472 0.00047818530701695987 0.013451765683938563 leaf_weight=13.0404983987828 8.2807647424506303 85.997233493706517 12.649281039059131 leaf_count=191 149 2419 112 internal_value=0 -0.00120042 0.00742166 internal_weight=0 99.0377 20.93 internal_count=2871 2610 261 is_linear=0 shrinkage=0.0224292 Tree=8151 num_leaves=4 num_cat=0 split_feature=457 49 151 split_gain=2.44837 3.49378 2.22823 threshold=0.079930000000000015 -0.057034999999999995 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011985626003275037 -0.0017588222959577903 0.00046745518394814781 0.013212188016740669 leaf_weight=13.034704029952989 8.28214440503689 85.99854563550798 12.590807814620346 leaf_count=191 149 2419 112 internal_value=0 -0.00117361 0.00727569 internal_weight=0 99.0332 20.873 internal_count=2871 2610 261 is_linear=0 shrinkage=0.0224292 Tree=8152 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.94061 5.71782 3.7534 threshold=0.0063000000000000009 -9.4999999999999992e-05 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025286544105078078 0.00020958354523405262 -0.024236234070090741 0.015001936206739888 leaf_weight=58.543066583801192 37.044070694924812 6.7967022771772454 11.231167848924086 leaf_count=1897 686 152 133 internal_value=0 -0.00479312 0.00365557 internal_weight=0 65.3398 48.2752 internal_count=2868 2049 819 is_linear=0 shrinkage=0.0224292 Tree=8153 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.77276 5.54856 3.62777 threshold=0.0063000000000000009 -9.4999999999999992e-05 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024726719864436079 0.00020488914498157965 -0.023964659457101002 0.014796617815012332 leaf_weight=58.52632912466288 37.043335515787476 6.7206328178435788 11.132993307317518 leaf_count=1897 686 152 133 internal_value=0 -0.00469277 0.0035814 internal_weight=0 65.247 48.1763 internal_count=2868 2049 819 is_linear=0 shrinkage=0.0224292 Tree=8154 num_leaves=4 num_cat=0 split_feature=4 4 150 split_gain=3.77351 5.38267 3.6978 threshold=0.0063000000000000009 -9.4999999999999992e-05 0.081245000000000026 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.020022141853766e-05 2.3307523443343626e-06 -0.00046537443582379449 0.00028978148508240488 leaf_weight=59.112574810736987 37.394278169304016 6.7090188146103165 11.243768721538798 leaf_count=1897 686 152 133 internal_value=0 -9.26405e-05 6.8869e-05 internal_weight=0 65.8216 48.638 internal_count=2868 2049 819 is_linear=0 shrinkage=0.000439788 Tree=8155 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=2.8753 5.46641 3.57191 threshold=0.094695000000000015 -0.50864999999999994 0.11001500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.019101079828840017 0.0063017156240404012 -0.0059052264442617875 -0.0090474391575666967 leaf_weight=4.7144738043425596 36.869318493358151 62.074865779377433 9.5973106344463286 leaf_count=53 767 1927 121 internal_value=0 -0.00413515 0.00312906 internal_weight=0 66.7893 46.4666 internal_count=2868 1980 888 is_linear=0 shrinkage=0.0224292 Tree=8156 num_leaves=4 num_cat=0 split_feature=484 150 50 split_gain=2.38222 3.40741 2.50845 threshold=-0.0048899999999999994 0.094545000000000018 0.10030500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019439948171489026 0.0015052983508571224 0.015319186429389019 0.01722181155468569 leaf_weight=5.6519569186202707 106.50009718509864 1.8763095925678497 5.347530640423428 leaf_count=437 2160 15 207 internal_value=0 -0.0107599 0.00225953 internal_weight=0 7.52827 111.848 internal_count=2819 452 2367 is_linear=0 shrinkage=0.0224292 Tree=8157 num_leaves=4 num_cat=0 split_feature=484 150 50 split_gain=2.29293 3.28985 2.39328 threshold=-0.0048899999999999994 0.094545000000000018 0.10030500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019197036837282976 0.0014716604343432533 0.015112249041130298 0.016812841709644082 leaf_weight=5.5959805700931602 106.49160200265214 1.8597916786093263 5.3551278853865361 leaf_count=437 2160 15 207 internal_value=0 -0.0106221 0.00220893 internal_weight=0 7.45577 111.847 internal_count=2819 452 2367 is_linear=0 shrinkage=0.0224292 Tree=8158 num_leaves=4 num_cat=0 split_feature=484 150 50 split_gain=2.24186 3.16882 2.18298 threshold=-0.0048899999999999994 0.094545000000000018 0.10030500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00037017357123974985 2.8277081405699277e-05 0.0002911778418848472 0.00031402162834490518 leaf_weight=5.6272913095490358 107.29587053925388 1.847999606572557 5.4142238890362924 leaf_count=437 2160 15 207 internal_value=0 -0.000206353 4.20542e-05 internal_weight=0 7.47529 112.71 internal_count=2819 452 2367 is_linear=0 shrinkage=0.000439788 Tree=8159 num_leaves=4 num_cat=0 split_feature=484 150 50 split_gain=2.15872 3.25333 2.22862 threshold=-0.0048899999999999994 0.094545000000000018 0.10030500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036956637712119359 2.7447408339798921e-05 0.0002970150814192602 0.00031615832340490207 leaf_weight=5.610964698753377 107.1995364872073 1.8761058062082154 5.4146641677252765 leaf_count=437 2160 15 207 internal_value=0 -0.000202204 4.13803e-05 internal_weight=0 7.48707 112.614 internal_count=2819 452 2367 is_linear=0 shrinkage=0.000439788 Tree=8160 num_leaves=3 num_cat=0 split_feature=41 133 split_gain=1.8978 2.29862 threshold=0.082980000000000012 -0.15835999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014974528216053084 -0.014152585874928465 0.00067208141428401805 leaf_weight=5.9519632473420634 4.0536476378074431 106.15789964738178 leaf_count=200 112 2514 internal_value=0 0.00143383 internal_weight=0 112.11 internal_count=2826 2714 is_linear=0 shrinkage=0.0224292 Tree=8161 num_leaves=4 num_cat=0 split_feature=13 13 42 split_gain=1.8226 2.58106 2.0132 threshold=-0.094744999999999982 -0.084184999999999996 0.086365000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018995225827855123 -0.00025144895210086406 1.2839424710581616e-05 -0.00012392644300531939 leaf_weight=19.339949614135552 7.7820302669242656 85.233543418013141 4.9519647829838496 leaf_count=237 461 1992 136 internal_value=0 -9.31899e-06 0.00012592 internal_weight=0 93.0156 24.2919 internal_count=2826 2453 373 is_linear=0 shrinkage=0.000439788 Tree=8162 num_leaves=3 num_cat=0 split_feature=41 133 split_gain=1.75884 2.17332 threshold=0.082980000000000012 -0.15835999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028503995417199793 -0.00026611318967007587 1.3266868498307415e-05 leaf_weight=5.9917877362186109 4.0634192827401412 107.03800162016159 leaf_count=200 112 2514 internal_value=0 2.77195e-05 internal_weight=0 113.03 internal_count=2826 2714 is_linear=0 shrinkage=0.000439788 Tree=8163 num_leaves=3 num_cat=0 split_feature=41 133 split_gain=1.81588 2.19593 threshold=0.082980000000000012 -0.15835999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014641003884958216 -0.013872010107762428 0.00065825961900369716 leaf_weight=5.9487683954594095 4.0381038334471659 106.19202613914058 leaf_count=200 112 2514 internal_value=0 0.00140237 internal_weight=0 112.141 internal_count=2826 2714 is_linear=0 shrinkage=0.0224292 Tree=8164 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=2.97403 5.47134 2.50473 threshold=0.074875000000000011 -0.066459999999999977 0.077020000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031406226823710325 -6.1227856853316343e-05 0.0001203902300821614 8.4526101175785181e-05 leaf_weight=15.46721944914316 42.828074755170746 8.7751831254863628 48.73042207736944 leaf_count=513 1487 172 663 internal_value=0 -0.00015683 1.63486e-05 internal_weight=0 24.2424 91.5585 internal_count=2835 685 2150 is_linear=0 shrinkage=0.000439788 Tree=8165 num_leaves=4 num_cat=0 split_feature=2 0 12 split_gain=2.92069 5.28982 3.93578 threshold=0.074875000000000011 -0.066459999999999977 0.092355000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016027320675349822 0.0027631084310629451 0.005986616765839399 -0.010096076207696819 leaf_weight=15.201259702917016 76.21442007258338 8.5778770621545828 14.185924915243957 leaf_count=513 1563 172 587 internal_value=0 -0.00808777 0.000743496 internal_weight=0 23.7791 90.4003 internal_count=2835 685 2150 is_linear=0 shrinkage=0.0224292 Tree=8166 num_leaves=4 num_cat=0 split_feature=2 0 1 split_gain=2.80573 5.13801 2.59399 threshold=0.074875000000000011 -0.00189 0.077020000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011760291333477384 -0.0033128689406523295 0.020612439675923893 0.0042998989655504529 leaf_weight=20.886000243175662 42.414062876483513 2.7787018452363546 47.9564812840581 leaf_count=608 1487 77 663 internal_value=0 -0.00794554 0.000727015 internal_weight=0 23.6647 90.3705 internal_count=2835 685 2150 is_linear=0 shrinkage=0.0224292 Tree=8167 num_leaves=4 num_cat=0 split_feature=48 0 0 split_gain=2.80943 4.81044 4.14218 threshold=0.083540000000000017 -0.15342499999999998 -0.23048499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022257243746159793 -0.00025286664607521153 -0.00011279709991535303 0.00013676756458960409 leaf_weight=9.4343002580280864 6.2690142047358668 66.244831826656082 32.832689687147649 leaf_count=131 53 2157 494 internal_value=0 -7.09437e-05 7.42062e-05 internal_weight=0 75.6791 39.1017 internal_count=2835 2288 547 is_linear=0 shrinkage=0.000439788 Tree=8168 num_leaves=4 num_cat=0 split_feature=13 1 52 split_gain=3.33889 4.32319 3.02613 threshold=0.17850500000000002 0.11136500000000001 -0.4290699999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023590749001667025 -0.03641865691844743 -4.6658687195999901e-06 0.00038737322709722177 leaf_weight=2.6987247975157507 3.0044723438550127 3.5849060311156791 102.76508149881738 leaf_count=242 111 48 2436 internal_value=0 -0.0166651 -0.000230364 internal_weight=0 6.58938 105.464 internal_count=2837 159 2678 is_linear=0 shrinkage=0.0224292 Tree=8169 num_leaves=4 num_cat=0 split_feature=13 1 51 split_gain=3.21638 4.22527 3.03267 threshold=0.17850500000000002 0.11136500000000001 -0.24005499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015946814638466082 -0.03615099154165298 -4.5618234419953551e-06 -0.0011201835961540763 leaf_weight=5.5083381650001675 2.9594828697336188 3.584910237317672 99.896910226045293 leaf_count=149 111 48 2529 internal_value=0 -0.0164082 -0.000225559 internal_weight=0 6.54439 105.405 internal_count=2837 159 2678 is_linear=0 shrinkage=0.0224292 Tree=8170 num_leaves=4 num_cat=0 split_feature=13 1 52 split_gain=3.09794 4.12747 2.96035 threshold=0.17850500000000002 0.11136500000000001 -0.4290699999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023560993951228397 -0.035874092293258018 -4.4594196446176189e-06 0.00038475452330323355 leaf_weight=2.6455050273416409 2.9160751048784723 3.5849143927916884 102.75402431006114 leaf_count=242 111 48 2436 internal_value=0 -0.016152 -0.000220436 internal_weight=0 6.50099 105.4 internal_count=2837 159 2678 is_linear=0 shrinkage=0.0224292 Tree=8171 num_leaves=4 num_cat=0 split_feature=1 4 15 split_gain=2.71029 6.84704 3.12418 threshold=1.0000000180025095e-35 -0.51412499999999983 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.049054798022645424 0.0034427097167422111 -0.0038933880519843524 -0.0088538164175536779 leaf_weight=1.753287506988271 61.584473051316309 35.977937048119202 12.485496233835873 leaf_count=17 989 1421 410 internal_value=0 -0.00601569 0.00136822 internal_weight=0 37.7312 74.07 internal_count=2837 1438 1399 is_linear=0 shrinkage=0.0224292 Tree=8172 num_leaves=3 num_cat=0 split_feature=3 49 split_gain=2.51736 2.7096 threshold=0.31270000000000003 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0099490523223424512 0.016005638961234008 0.00064313297165749181 leaf_weight=13.827584017471962 4.7352217277293667 99.115755155566148 leaf_count=162 122 2576 internal_value=0 -0.000655124 internal_weight=0 112.943 internal_count=2860 2738 is_linear=0 shrinkage=0.0224292 Tree=8173 num_leaves=3 num_cat=0 split_feature=3 49 split_gain=2.43381 2.5897 threshold=0.31270000000000003 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0097267082099423453 0.015833102354917934 0.00062869442003986949 leaf_weight=13.826884307414728 4.6802901885821475 99.118298220217184 leaf_count=162 122 2576 internal_value=0 -0.000640456 internal_weight=0 112.945 internal_count=2860 2738 is_linear=0 shrinkage=0.0224292 Tree=8174 num_leaves=3 num_cat=0 split_feature=11 43 split_gain=2.42763 2.59937 threshold=0.088315000000000018 -0.51323999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018503557638640884 -0.015538174220204823 3.3989908993541464e-05 leaf_weight=3.9542901485401662 4.8204124243675315 108.79929559998163 leaf_count=38 99 2723 internal_value=0 0.000684744 internal_weight=0 112.754 internal_count=2860 2761 is_linear=0 shrinkage=0.0224292 Tree=8175 num_leaves=3 num_cat=0 split_feature=3 49 split_gain=2.35263 2.47412 threshold=0.31270000000000003 -0.085934999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.009507816216006099 0.01565948754437186 0.00061421039465369245 leaf_weight=13.826365015878762 4.6266358961584038 99.087274682973657 leaf_count=162 122 2576 internal_value=0 -0.000626637 internal_weight=0 112.914 internal_count=2860 2738 is_linear=0 shrinkage=0.0224292 Tree=8176 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.64825 2.93932 threshold=-0.095559999999999992 0.090245000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018563803284316303 0.00061409319411771042 0.020273704308069622 leaf_weight=3.4589275820180765 108.28275584422045 3.946919396868906 leaf_count=47 2718 81 internal_value=0 0.00130882 internal_weight=0 112.23 internal_count=2846 2799 is_linear=0 shrinkage=0.0224292 Tree=8177 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.49878 2.91124 threshold=-0.095559999999999992 0.090245000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035351179803413816 1.1044482409693539e-05 0.0003952031406529834 leaf_weight=3.4676757520646779 108.98375135109563 3.9348297926480873 leaf_count=47 2718 81 internal_value=0 2.44957e-05 internal_weight=0 112.919 internal_count=2846 2799 is_linear=0 shrinkage=0.000439788 Tree=8178 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.53107 2.85412 threshold=-0.095559999999999992 0.090245000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018158011203352184 0.00059935003228479735 0.02010568703362425 leaf_weight=3.4555869937175876 108.29713027754042 3.8907484844385172 leaf_count=47 2718 81 internal_value=0 0.00127915 internal_weight=0 112.188 internal_count=2846 2799 is_linear=0 shrinkage=0.0224292 Tree=8179 num_leaves=3 num_cat=0 split_feature=48 147 split_gain=2.42154 2.77137 threshold=-0.095559999999999992 0.090245000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017769088195732956 0.000585905296301706 0.019938092804846215 leaf_weight=3.4524731060373588 108.29787639360438 3.836231953566311 leaf_count=47 2718 81 internal_value=0 0.00125125 internal_weight=0 112.134 internal_count=2846 2799 is_linear=0 shrinkage=0.0224292 Tree=8180 num_leaves=4 num_cat=0 split_feature=484 1213 1 split_gain=2.90616 2.7187 0.324311 threshold=-0.082264999999999991 -1.0000000180025095e-35 0.10260500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00051681214635215431 -0.00031393163304687901 3.3118731074196153e-05 -0.00023527939669840538 leaf_weight=1.881425011362807 4.5285749143531566 109.18981532263388 1.4512855337234212 leaf_count=223 431 2193 28 internal_value=0 1.92479e-05 -0.000396252 internal_weight=0 113.718 3.33271 internal_count=2875 2624 251 is_linear=0 shrinkage=0.000439788 Tree=8181 num_leaves=4 num_cat=0 split_feature=484 48 4 split_gain=2.84103 2.5274 0.322015 threshold=-0.082264999999999991 0.12879500000000002 0.0036700000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.027082954006285853 0.0016459385097836174 -0.013060383793633215 -0.012779019032889595 leaf_weight=1.6935689667698164 106.45929432483172 6.2033890967268226 1.5909172236570155 leaf_count=188 2533 91 63 internal_value=0 0.000834109 -0.0202684 internal_weight=0 112.663 3.28449 internal_count=2875 2624 251 is_linear=0 shrinkage=0.0224292 Tree=8182 num_leaves=4 num_cat=0 split_feature=484 13 4 split_gain=2.74781 2.50413 0.325132 threshold=-0.082264999999999991 -0.53230999999999995 0.0036700000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026992925408540279 -0.021721850049540286 0.0013112830664679864 -0.012548384887863483 leaf_weight=1.6615303959242731 2.4077314790920346 110.2470994886462 1.5842460986095828 leaf_count=188 31 2593 63 internal_value=0 0.000815407 -0.0200572 internal_weight=0 112.655 3.24578 internal_count=2875 2624 251 is_linear=0 shrinkage=0.0224292 Tree=8183 num_leaves=4 num_cat=0 split_feature=484 1213 4 split_gain=2.64082 2.60278 0.336457 threshold=-0.082264999999999991 -1.0000000180025095e-35 0.0036700000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052698758213234756 -0.00031136950648126809 2.8646886039680848e-05 -0.00023834810959809193 leaf_weight=1.6400887927302386 4.5165086417182456 108.97710934900169 1.583877269637014 leaf_count=188 431 2193 63 internal_value=0 1.50657e-05 -0.000387422 internal_weight=0 113.494 3.22397 internal_count=2875 2624 251 is_linear=0 shrinkage=0.000439788 Tree=8184 num_leaves=4 num_cat=0 split_feature=456 1 49 split_gain=1.82355 2.15356 1.94984 threshold=0.086300000000000016 0.11317000000000001 -0.07107999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0034614461018511082 -0.028120887002944964 0.0023831575203841901 0.0040826112269686668 leaf_weight=21.102742150782433 2.1271002528974341 2.5389867494814098 93.719118543733202 leaf_count=243 125 40 2450 internal_value=0 -0.0115805 0.00269577 internal_weight=0 4.66609 114.822 internal_count=2858 165 2693 is_linear=0 shrinkage=0.0224292 Tree=8185 num_leaves=4 num_cat=0 split_feature=456 1 49 split_gain=1.75018 2.0897 1.86345 threshold=0.086300000000000016 0.11317000000000001 -0.07107999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0033829429993842441 -0.027815257033570153 0.0023318734130909047 0.0039913150685853801 leaf_weight=21.108518036227906 2.1027262016305022 2.5370676360325888 93.713199851670652 leaf_count=243 125 40 2450 internal_value=0 -0.0113886 0.00263531 internal_weight=0 4.63979 114.822 internal_count=2858 165 2693 is_linear=0 shrinkage=0.0224292 Tree=8186 num_leaves=4 num_cat=0 split_feature=456 1 49 split_gain=1.67961 2.02711 1.78088 threshold=0.086300000000000016 0.11317000000000001 -0.07107999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003306232823431658 -0.02750649336486229 0.0022816510756691086 0.0039020397152583048 leaf_weight=21.11421723375679 2.0791206817139019 2.5351967613678426 93.707775470335037 leaf_count=243 125 40 2450 internal_value=0 -0.0111983 0.00257621 internal_weight=0 4.61432 114.822 internal_count=2858 165 2693 is_linear=0 shrinkage=0.0224292 Tree=8187 num_leaves=4 num_cat=0 split_feature=456 1 49 split_gain=1.61174 1.96579 1.70196 threshold=0.086300000000000016 0.11317000000000001 -0.07107999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0032312741424103688 -0.027194790344723999 0.002232470525577083 0.0038147418901836919 leaf_weight=21.119839169667102 2.0562627546114518 2.5333727062679827 93.7028196147985 leaf_count=243 125 40 2450 internal_value=0 -0.0110097 0.00251842 internal_weight=0 4.58964 114.823 internal_count=2858 165 2693 is_linear=0 shrinkage=0.0224292 Tree=8188 num_leaves=4 num_cat=0 split_feature=50 123 16 split_gain=3.28988 4.72046 2.60408 threshold=0.088385000000000005 0.083430000000000018 -0.087154999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9369318012558529e-05 -0.0003808867451780564 0.00038746162900393371 9.9635131199830518e-05 leaf_weight=43.132318427276914 7.5836373988240648 1.9249206664972005 65.830330369926742 leaf_count=782 484 23 1551 internal_value=0 -0.000224877 4.46137e-05 internal_weight=0 9.50856 108.963 internal_count=2840 507 2333 is_linear=0 shrinkage=0.000439788 Tree=8189 num_leaves=4 num_cat=0 split_feature=50 123 16 split_gain=3.22438 4.61331 2.67815 threshold=0.088385000000000005 0.083430000000000018 -0.087154999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020701545994486069 -0.019361799621083923 0.019716474202308196 0.0051467017231884788 leaf_weight=42.804159928489753 7.4539201187199051 1.8911758897738762 65.328339470081119 leaf_count=782 484 23 1551 internal_value=0 -0.0114294 0.00229005 internal_weight=0 9.3451 108.132 internal_count=2840 507 2333 is_linear=0 shrinkage=0.0224292 Tree=8190 num_leaves=4 num_cat=0 split_feature=50 123 16 split_gain=3.10923 4.46342 2.56014 threshold=0.088385000000000005 0.083430000000000018 -0.087154999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0020234132821596953 -0.019142028212965935 0.01955960194203878 0.005032694394411107 leaf_weight=42.811067067232216 7.3715508195709827 1.864046452581533 65.310426595338868 leaf_count=782 484 23 1551 internal_value=0 -0.0113065 0.00223894 internal_weight=0 9.2356 108.121 internal_count=2840 507 2333 is_linear=0 shrinkage=0.0224292 Tree=8191 num_leaves=4 num_cat=0 split_feature=50 123 16 split_gain=3.0061 4.38126 2.39467 threshold=0.088385000000000005 0.083430000000000018 -0.087154999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.6375743204680479e-05 -0.00036925727583551486 0.00038118308458260763 9.6883262353717893e-05 leaf_weight=43.163632069843516 7.3739195456473663 1.8726527307153444 65.856314023159939 leaf_count=782 484 23 1551 internal_value=0 -0.000216803 4.41257e-05 internal_weight=0 9.24657 109.02 internal_count=2840 507 2333 is_linear=0 shrinkage=0.000439788 Tree=8192 num_leaves=4 num_cat=0 split_feature=4 43 0 split_gain=3.99698 3.16964 1.23216 threshold=0.27150500000000005 -0.074359999999999996 -0.14075499999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027596721287190509 0.0030212451028513694 -0.0057037010350053071 0.017212988022013702 leaf_weight=36.039814292391384 5.4755217510391958 58.170200389169622 7.0373063305014494 leaf_count=1004 96 1501 215 internal_value=0 -0.00246615 0.0110169 internal_weight=0 94.21 12.5128 internal_count=2816 2505 311 is_linear=0 shrinkage=0.0224292 Tree=8193 num_leaves=4 num_cat=0 split_feature=4 16 16 split_gain=3.83881 3.35675 1.34753 threshold=0.27150500000000005 -0.29912499999999992 -0.5418599999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016553029281334779 0.023362277104498654 -0.0011435540704019258 0.0064738904495645049 leaf_weight=7.730322699462703 3.1923975707795753 86.464148517803551 9.2428034596305206 leaf_count=125 50 2380 261 internal_value=0 -0.00241127 0.0108387 internal_weight=0 94.1945 12.4352 internal_count=2816 2505 311 is_linear=0 shrinkage=0.0224292 Tree=8194 num_leaves=4 num_cat=0 split_feature=4 16 16 split_gain=3.87953 3.07254 1.32912 threshold=0.27150500000000005 -0.29912499999999992 -0.5418599999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031280793696601103 0.00045646996673820423 -2.4496683391011089e-05 0.00012792009414265622 leaf_weight=7.7662295219561193 3.1845655708784752 87.568696979009474 9.3821193496878532 leaf_count=125 50 2380 261 internal_value=0 -4.80412e-05 0.000211745 internal_weight=0 95.3349 12.5667 internal_count=2816 2505 311 is_linear=0 shrinkage=0.000439788 Tree=8195 num_leaves=4 num_cat=0 split_feature=4 16 16 split_gain=3.8961 3.11938 1.30703 threshold=0.27150500000000005 -0.29912499999999992 -0.5418599999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031474888400330096 0.00045649320692164348 -2.4106840867355802e-05 0.00012976171209535305 leaf_weight=7.7602685571910106 3.1672919639095189 87.27832931474768 9.325798635647514 leaf_count=125 50 2380 261 internal_value=0 -4.78973e-05 0.000213166 internal_weight=0 95.0386 12.4931 internal_count=2816 2505 311 is_linear=0 shrinkage=0.000439788 Tree=8196 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=2.50304 2.60772 threshold=-0.42595999999999995 0.23693500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040632754870928222 3.0576635984220399e-05 -0.00038598900324296351 leaf_weight=2.7096301122292052 112.57577800674153 2.9645534360879529 leaf_count=20 2638 176 internal_value=0 1.98263e-05 internal_weight=0 115.54 internal_count=2834 2814 is_linear=0 shrinkage=0.000439788 Tree=8197 num_leaves=4 num_cat=0 split_feature=43 1374 16 split_gain=2.54113 2.38396 0.529806 threshold=0.23693500000000003 -0.094679999999999986 -0.095644999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027921654355949905 -0.00019866195320005037 3.4408431861063241e-05 -0.0005725276213522409 leaf_weight=4.8764420582447192 1.4793673189669792 110.47787104802592 1.4972498385377537 leaf_count=52 71 2606 105 internal_value=0 2.11064e-05 -0.000389168 internal_weight=0 115.354 2.97662 internal_count=2834 2658 176 is_linear=0 shrinkage=0.000439788 Tree=8198 num_leaves=3 num_cat=0 split_feature=1375 43 split_gain=2.71174 2.70036 threshold=-0.43144499999999991 0.23693500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021935559822829048 0.0015997385775735789 -0.020099195939215175 leaf_weight=2.6252316874670205 111.52424694008914 2.9427480382528293 leaf_count=18 2640 176 internal_value=0 0.00103864 internal_weight=0 114.467 internal_count=2834 2816 is_linear=0 shrinkage=0.0224292 Tree=8199 num_leaves=4 num_cat=0 split_feature=43 160 4 split_gain=2.45489 2.09325 0.485089 threshold=0.23693500000000003 0.087770000000000015 0.10504000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3170007123443526e-05 -0.00056509901902349904 -0.00012753224798373183 -0.00020532135490730521 leaf_weight=99.068939242079068 1.4593162581440986 16.141297825208312 1.489442166581284 leaf_count=2362 142 296 34 internal_value=0 1.92369e-05 -0.000385862 internal_weight=0 115.21 2.94876 internal_count=2834 2658 176 is_linear=0 shrinkage=0.000439788 Tree=8200 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=3.50032 2.50503 threshold=0.073890000000000011 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00040121011081511906 -0.00046005683921016298 1.736944180613683e-05 leaf_weight=2.8176990292267865 3.1748990092419254 109.73420602146325 leaf_count=38 102 2700 internal_value=0 6.82418e-06 internal_weight=0 112.552 internal_count=2840 2738 is_linear=0 shrinkage=0.000439788 Tree=8201 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=3.5467 2.58202 threshold=0.073890000000000011 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020933741435424046 -0.023761318426170502 0.00086648304218635535 leaf_weight=2.7846239732461973 3.1456037367297531 108.59507464615308 leaf_count=38 102 2700 internal_value=0 0.000317957 internal_weight=0 111.38 internal_count=2840 2738 is_linear=0 shrinkage=0.0224292 Tree=8202 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=3.47819 2.38567 threshold=0.073890000000000011 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00039244468952827002 -0.00046045638756194102 1.6347026375441851e-05 leaf_weight=2.8132037657778701 3.1587553009849207 109.94479231397418 leaf_count=38 102 2700 internal_value=0 6.08336e-06 internal_weight=0 112.758 internal_count=2840 2738 is_linear=0 shrinkage=0.000439788 Tree=8203 num_leaves=3 num_cat=0 split_feature=14 48 split_gain=3.43132 2.4675 threshold=0.073890000000000011 -0.092609999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.020475791270485197 -0.023512853445623396 0.00084642693798638556 leaf_weight=2.7816654272028236 3.1077111346639859 108.61855395916973 leaf_count=38 102 2700 internal_value=0 0.000310593 internal_weight=0 111.4 internal_count=2840 2738 is_linear=0 shrinkage=0.0224292 Tree=8204 num_leaves=3 num_cat=0 split_feature=0 12 split_gain=3.20796 3.67854 threshold=0.18635500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6177641603110296e-05 0.00046957427320960034 -0.00014120673514069244 leaf_weight=89.445655560008163 2.9126498444529707 26.176561100826802 leaf_count=1875 25 932 internal_value=0 3.73801e-06 internal_weight=0 115.622 internal_count=2832 2807 is_linear=0 shrinkage=0.000439788 Tree=8205 num_leaves=3 num_cat=0 split_feature=0 12 split_gain=3.18051 3.6932 threshold=0.18635500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023393091830259112 0.023938045228673613 -0.0072856259096452823 leaf_weight=88.602805235974301 2.882827413683116 25.9026922624289 leaf_count=1875 25 932 internal_value=0 0.000161167 internal_weight=0 114.505 internal_count=2832 2807 is_linear=0 shrinkage=0.0224292 Tree=8206 num_leaves=3 num_cat=0 split_feature=0 12 split_gain=3.07586 3.5312 threshold=0.18635500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022870468416345737 0.023665185634630891 -0.0071267464702254469 leaf_weight=88.595327316046678 2.8512402053420365 25.886830706349429 leaf_count=1875 25 932 internal_value=0 0.000157556 internal_weight=0 114.482 internal_count=2832 2807 is_linear=0 shrinkage=0.0224292 Tree=8207 num_leaves=3 num_cat=0 split_feature=0 12 split_gain=2.9744 3.37623 threshold=0.18635500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022359448392568352 0.023393616355782736 -0.0069711184089524892 leaf_weight=88.588130316560637 2.8202198415638113 25.871763343207931 leaf_count=1875 25 932 internal_value=0 0.000154025 internal_weight=0 114.46 internal_count=2832 2807 is_linear=0 shrinkage=0.0224292 Tree=8208 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=3.16602 2.85094 0.802493 threshold=0.18009500000000003 -0.0037349999999999992 -0.13653999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0784581154732063e-05 0.00014868766518276203 6.2048739888016753e-05 0.00046717958426366416 leaf_weight=50.481475069753287 2.8992088517115917 58.131543771927682 3.283134585562947 leaf_count=1772 52 926 87 internal_value=0 -4.34027e-06 0.00031874 internal_weight=0 108.613 6.18234 internal_count=2837 2698 139 is_linear=0 shrinkage=0.000439788 Tree=8209 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=3.1603 2.90988 0.806002 threshold=0.18009500000000003 -0.0037349999999999992 -0.13653999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0003056845789631e-05 0.00014902815645299834 6.4542868652867443e-05 0.00046774971295098812 leaf_weight=50.292747119357955 2.8993152433540672 57.960577391966581 3.3038035474273775 leaf_count=1772 52 926 87 internal_value=0 -2.6131e-06 0.000319695 internal_weight=0 108.253 6.20312 internal_count=2837 2698 139 is_linear=0 shrinkage=0.000439788 Tree=8210 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=3.00478 2.76135 0.811812 threshold=0.18009500000000003 -0.0037349999999999992 -0.13653999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0039850410193814859 0.007306195315490485 0.0032281019111862876 0.023801869178241643 leaf_weight=49.75244908024797 2.8484989120333921 57.576832523773191 3.2108069035893996 leaf_count=1772 52 926 87 internal_value=0 -0.000115662 0.0160945 internal_weight=0 107.329 6.05931 internal_count=2837 2698 139 is_linear=0 shrinkage=0.0224292 Tree=8211 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=2.91252 2.64011 0.811626 threshold=0.18009500000000003 -0.0037349999999999992 -0.13653999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0038981672316045664 0.0071741469029982848 0.0031563542723807235 0.023765916521970236 leaf_weight=49.721230232247763 2.8363535845419392 57.565424963422629 3.144317273698106 leaf_count=1772 52 926 87 internal_value=0 -0.000113125 0.0159451 internal_weight=0 107.287 5.98067 internal_count=2837 2698 139 is_linear=0 shrinkage=0.0224292 Tree=8212 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=2.99146 2.76349 threshold=-0.40775499999999992 -0.076734999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025912451704229671 -0.0020651538652302908 0.005274490358785318 leaf_weight=2.1859114471462808 74.901862905351663 39.348092892989371 leaf_count=104 1917 848 internal_value=0 0.000463105 internal_weight=0 114.25 internal_count=2869 2765 is_linear=0 shrinkage=0.0224292 Tree=8213 num_leaves=4 num_cat=0 split_feature=4 133 160 split_gain=2.27935 2.177 0.808118 threshold=0.5046250000000001 0.087750000000000009 -0.013324999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00053982947368475909 0.024818961320202629 -0.0088978104229007465 0.0048960990696006257 leaf_weight=98.124793341141412 2.3558423446374945 14.037984127138769 1.8210108840030432 leaf_count=2013 76 685 95 internal_value=0 -0.000642673 0.0161949 internal_weight=0 112.163 4.17685 internal_count=2869 2698 171 is_linear=0 shrinkage=0.0224292 Tree=8214 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=2.92652 2.66758 threshold=-0.40775499999999992 -0.076734999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050591029448574323 -3.8589005603898814e-05 0.00010240031841012197 leaf_weight=2.1480136244499581 75.370419948309063 39.564995823024219 leaf_count=104 1917 848 internal_value=0 9.95365e-06 internal_weight=0 114.935 internal_count=2869 2765 is_linear=0 shrinkage=0.000439788 Tree=8215 num_leaves=3 num_cat=0 split_feature=51 0 split_gain=2.91367 2.65223 threshold=-0.40775499999999992 -0.076734999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025835489169152695 -0.0020220335413060494 0.0051726015878823355 leaf_weight=2.1417384337673857 74.857795989639271 39.289220858572662 leaf_count=104 1917 848 internal_value=0 0.000454799 internal_weight=0 114.147 internal_count=2869 2765 is_linear=0 shrinkage=0.0224292 Tree=8216 num_leaves=3 num_cat=0 split_feature=148 2 split_gain=2.27251 2.68632 threshold=-0.082164999999999988 0.086610000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017577158142683118 -0.0039673491203373714 0.0033155422168733525 leaf_weight=3.4965561682474791 39.418009653769332 71.968356788327583 leaf_count=80 1128 1611 internal_value=0 0.000737995 internal_weight=0 111.386 internal_count=2819 2739 is_linear=0 shrinkage=0.0224292 Tree=8217 num_leaves=3 num_cat=0 split_feature=148 2 split_gain=2.177 2.56881 threshold=-0.082164999999999988 0.086610000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017223854601625423 -0.0038815377631864559 0.0032426962674922391 leaf_weight=3.4887273280291984 39.386568173058549 71.935450139861132 leaf_count=80 1128 1611 internal_value=0 0.000721855 internal_weight=0 111.322 internal_count=2819 2739 is_linear=0 shrinkage=0.0224292 Tree=8218 num_leaves=4 num_cat=0 split_feature=2 2 3 split_gain=2.15682 5.8391 5.18578 threshold=0.086610000000000006 0.086935000000000012 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002769490198829826 0.00056521917500881467 1.6514256655000558e-05 4.5421015314712332e-05 leaf_weight=15.815871112536113 3.9394440009637028 71.603080201626653 24.704394500979106 leaf_count=732 39 1631 417 internal_value=0 4.52641e-05 -8.04776e-05 internal_weight=0 75.5425 40.5203 internal_count=2819 1670 1149 is_linear=0 shrinkage=0.000439788 Tree=8219 num_leaves=3 num_cat=0 split_feature=148 2 split_gain=2.04049 2.49576 threshold=-0.082164999999999988 0.086610000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032507536530927 -7.4902538209278721e-05 6.2135675374605281e-05 leaf_weight=3.5295235467783632 39.766412972976468 72.608454361974509 leaf_count=80 1128 1611 internal_value=0 1.36371e-05 internal_weight=0 112.375 internal_count=2819 2739 is_linear=0 shrinkage=0.000439788 Tree=8220 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=3.00018 2.46622 threshold=-0.43144499999999991 0.069705000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044522198355783347 -1.3693407236397582e-05 0.00016386574309245908 leaf_weight=2.7968220987968371 95.939900985751592 17.942921745234344 leaf_count=20 2609 233 internal_value=0 1.43049e-05 internal_weight=0 113.883 internal_count=2862 2842 is_linear=0 shrinkage=0.000439788 Tree=8221 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=2.98303 2.44944 threshold=-0.43144499999999991 0.069705000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044271582349528698 -1.3131447822584012e-05 0.00016390176145161553 leaf_weight=2.8056369071709915 95.779084055528074 17.929497250925124 leaf_count=20 2609 233 internal_value=0 1.48059e-05 internal_weight=0 113.709 internal_count=2862 2842 is_linear=0 shrinkage=0.000439788 Tree=8222 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=2.92503 2.4361 threshold=-0.43144499999999991 0.069705000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043910075324055239 -1.3561963643196078e-05 0.00016289114121627302 leaf_weight=2.8019563744564939 96.090114893726422 17.942157357363612 leaf_count=20 2609 233 internal_value=0 1.42243e-05 internal_weight=0 114.032 internal_count=2862 2842 is_linear=0 shrinkage=0.000439788 Tree=8223 num_leaves=3 num_cat=0 split_feature=1375 457 split_gain=2.99947 2.44491 threshold=-0.43144499999999991 0.069705000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022769886163926164 -0.00073143685013896836 0.0083180811052200165 leaf_weight=2.7889641207166269 95.097393256259238 17.81622945529125 leaf_count=20 2609 233 internal_value=0 0.000697618 internal_weight=0 112.914 internal_count=2862 2842 is_linear=0 shrinkage=0.0224292 Tree=8224 num_leaves=4 num_cat=0 split_feature=1213 38 1213 split_gain=3.95739 2.29874 0.011115 threshold=-1.0000000180025095e-35 0.10386000000000002 -0.081269999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024263043786128882 0.0019572881532114506 -0.017404671684895085 -0.020123719756461031 leaf_weight=1.9854287363832557 107.02815046616342 3.1572917894081902 1.580759220465551 leaf_count=280 2376 44 152 internal_value=0 0.00139956 -0.0225452 internal_weight=0 110.185 3.56619 internal_count=2852 2420 432 is_linear=0 shrinkage=0.0224292 Tree=8225 num_leaves=4 num_cat=0 split_feature=1213 38 1213 split_gain=3.84943 2.19865 0.0120915 threshold=-1.0000000180025095e-35 0.10386000000000002 -0.081269999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024222254074546794 0.0019134655150845504 -0.017028767075673672 -0.019989286489255926 leaf_weight=1.9446571298249185 107.02427870930114 3.1550566933037762 1.5561042742992857 leaf_count=280 2376 44 152 internal_value=0 0.00136819 -0.0224593 internal_weight=0 110.179 3.50076 internal_count=2852 2420 432 is_linear=0 shrinkage=0.0224292 Tree=8226 num_leaves=4 num_cat=0 split_feature=1213 47 1213 split_gain=3.85792 2.17644 0.012771 threshold=-1.0000000180025095e-35 0.13177500000000003 -0.081269999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00047445685359392341 3.6170937420019723e-05 -0.00032664896723080106 -0.00039113635446305775 leaf_weight=1.9639073854905293 107.83640004361587 3.2765299181337459 1.5776780599480833 leaf_count=280 2367 53 152 internal_value=0 2.54177e-05 -0.000439636 internal_weight=0 111.113 3.54159 internal_count=2852 2420 432 is_linear=0 shrinkage=0.000439788 Tree=8227 num_leaves=4 num_cat=0 split_feature=1213 47 1213 split_gain=3.74445 2.19796 0.013117 threshold=-1.0000000180025095e-35 0.13177500000000003 -0.081269999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024181321533434268 0.0018885949118578932 -0.016813715346956009 -0.01985167725419448 leaf_weight=1.9050653459325988 106.95305094615105 3.2385175596864419 1.5324974475443003 leaf_count=280 2367 53 152 internal_value=0 0.00133612 -0.0223714 internal_weight=0 110.192 3.43756 internal_count=2852 2420 432 is_linear=0 shrinkage=0.0224292 Tree=8228 num_leaves=4 num_cat=0 split_feature=156 43 3 split_gain=3.30065 3.16734 1.28596 threshold=0.090135000000000007 -0.28298999999999996 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00031912876306765427 -8.9375788471565725e-05 4.9334175802276354e-05 -0.00048025152998991557 leaf_weight=4.7032674552337985 3.201915547839234 101.48208895483185 3.3152733925380744 leaf_count=130 186 2404 80 internal_value=0 3.29594e-05 -0.000289035 internal_weight=0 106.185 6.51719 internal_count=2800 2534 266 is_linear=0 shrinkage=0.000439788 Tree=8229 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.84982 5.47905 threshold=-0.28298999999999996 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003185694348253534 -0.00063030879955222672 4.3767104381443318e-05 leaf_weight=4.7448771934668903 2.3655806769384062 106.15193830939461 leaf_count=135 54 2611 internal_value=0 2.89646e-05 internal_weight=0 108.518 internal_count=2800 2665 is_linear=0 shrinkage=0.000439788 Tree=8230 num_leaves=4 num_cat=0 split_feature=156 43 3 split_gain=3.22709 3.23122 1.33087 threshold=0.090135000000000007 -0.28298999999999996 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003226207871968926 -8.3612518874911365e-05 4.8494412209529768e-05 -0.00048024968138922258 leaf_weight=4.7296481726389166 3.2263523136298309 102.16410564342368 3.3211308872560039 leaf_count=130 186 2404 80 internal_value=0 3.20193e-05 -0.000285613 internal_weight=0 106.894 6.54748 internal_count=2800 2534 266 is_linear=0 shrinkage=0.000439788 Tree=8231 num_leaves=4 num_cat=0 split_feature=156 43 3 split_gain=3.32313 3.18118 1.31006 threshold=0.090135000000000007 -0.28298999999999996 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016329223290340741 -0.0044807107105627655 0.0025505537761467637 -0.024703633391790564 leaf_weight=4.6798413998003516 3.1579439164524947 100.91836511979636 3.2937744691735134 leaf_count=130 186 2404 80 internal_value=0 0.00171105 -0.0148475 internal_weight=0 105.598 6.45172 internal_count=2800 2534 266 is_linear=0 shrinkage=0.0224292 Tree=8232 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.25089 4.09173 threshold=-0.21083999999999997 0.10613500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00024114843530035306 1.3469299559480011e-05 -0.00051486748265703697 leaf_weight=7.9693008126341729 105.10819774651827 2.8946138048195271 leaf_count=65 2736 60 internal_value=0 -7.79292e-07 internal_weight=0 108.003 internal_count=2861 2796 is_linear=0 shrinkage=0.000439788 Tree=8233 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.28627 4.06972 threshold=-0.21083999999999997 0.10613500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00024295899611994867 1.3277156091787203e-05 -0.00051453594553602816 leaf_weight=7.9659927026368669 105.07616070279619 2.8844473648932754 leaf_count=65 2736 60 internal_value=0 -9.13213e-07 internal_weight=0 107.961 internal_count=2861 2796 is_linear=0 shrinkage=0.000439788 Tree=8234 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.25561 4.09643 threshold=-0.21083999999999997 0.10613500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012334957318178717 0.00067462159589415545 -0.026381085011184073 leaf_weight=7.9202527040033592 104.46306881399869 2.8741079997853367 leaf_count=65 2736 60 internal_value=0 -5.43964e-05 internal_weight=0 107.337 internal_count=2861 2796 is_linear=0 shrinkage=0.0224292 Tree=8235 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.16381 3.94868 threshold=-0.21083999999999997 0.10613500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012100657648326164 0.00065949248977581357 -0.026011832450676842 leaf_weight=7.8932037493796079 104.46317939158507 2.8500739295850499 leaf_count=65 2736 60 internal_value=0 -5.33571e-05 internal_weight=0 107.313 internal_count=2861 2796 is_linear=0 shrinkage=0.0224292 Tree=8236 num_leaves=4 num_cat=0 split_feature=1456 51 52 split_gain=2.70804 1.85962 0.283034 threshold=-1.0000000180025095e-35 0.053845000000000011 -0.0081949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052226904243943717 1.540631168021636e-05 0.00014816070497815489 -0.0002419091149022578 leaf_weight=1.4452895929316585 91.918195109261433 26.216173604760115 1.4451387897624943 leaf_count=117 2201 417 150 internal_value=0 4.48861e-05 -0.000384604 internal_weight=0 118.134 2.89043 internal_count=2885 2618 267 is_linear=0 shrinkage=0.000439788 Tree=8237 num_leaves=3 num_cat=0 split_feature=1456 0 split_gain=2.69364 2.20662 threshold=-1.0000000180025095e-35 -0.077944999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019673770970719848 -6.7392471312722929e-06 0.0064568746935738438 leaf_weight=2.8711059146226026 76.253916351863154 40.761920594824915 leaf_count=267 1693 925 internal_value=0 0.00224552 internal_weight=0 117.016 internal_count=2885 2618 is_linear=0 shrinkage=0.0224292 Tree=8238 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=2.12116 3.82798 2.01697 threshold=-0.077944999999999987 -0.082134999999999986 -0.51296999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00078820624591469438 -0.014156673063203954 -0.019578195504949103 0.0069683163975313971 leaf_weight=73.031497414526712 2.3952208877162766 4.9386857334866354 39.442067345742544 leaf_count=1547 146 331 861 internal_value=0 -0.000506292 0.00575299 internal_weight=0 77.9702 41.8373 internal_count=2885 1878 1007 is_linear=0 shrinkage=0.0224292 Tree=8239 num_leaves=4 num_cat=0 split_feature=1456 0 52 split_gain=2.82074 1.91195 0.286764 threshold=-1.0000000180025095e-35 -0.077944999999999987 -0.0081949999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00052311824664853378 1.7492160018395624e-06 0.00011910079305471408 -0.00024667155666443125 leaf_weight=1.5026592440081006 77.117956623198552 41.178994925121515 1.5108832504229202 leaf_count=117 1693 925 150 internal_value=0 4.26118e-05 -0.000386943 internal_weight=0 118.297 3.01354 internal_count=2885 2618 267 is_linear=0 shrinkage=0.000439788 Tree=8240 num_leaves=4 num_cat=0 split_feature=0 48 43 split_gain=2.40428 4.31773 3.59641 threshold=-0.12877499999999997 0.088005000000000014 -0.17307499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00023027849574655263 0.00019000418887961249 -7.0234266715593193e-05 -6.2203945139221092e-05 leaf_weight=23.412340490933275 13.016143520417243 15.264266244299504 67.873757102499439 leaf_count=274 183 140 2267 internal_value=0 0.000111701 -2.15854e-05 internal_weight=0 38.6766 80.8899 internal_count=2864 414 2450 is_linear=0 shrinkage=0.000439788 Tree=8241 num_leaves=4 num_cat=0 split_feature=0 16 12 split_gain=2.37928 4.26123 3.6641 threshold=-0.12877499999999997 -0.010574999999999999 0.097325000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0752125667149125e-05 -7.5238422726847532e-05 0.0003498069563428842 0.00014528419952975294 leaf_weight=28.306609146711708 61.856724290353668 10.393731435688094 19.043907352966926 leaf_count=330 1968 84 482 internal_value=0 0.000109255 -2.33056e-05 internal_weight=0 38.7003 80.9006 internal_count=2864 414 2450 is_linear=0 shrinkage=0.000439788 Tree=8242 num_leaves=4 num_cat=0 split_feature=0 48 12 split_gain=2.34779 4.30827 3.65742 threshold=-0.12877499999999997 0.088005000000000014 0.097325000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022782339163719497 -7.450195564301074e-05 -7.2508523489827337e-05 0.00014600113709818907 leaf_weight=23.355253982779686 61.839333744670512 15.263342843376448 19.004452562847291 leaf_count=274 1968 140 482 internal_value=0 0.000109145 -2.26447e-05 internal_weight=0 38.6186 80.8438 internal_count=2864 414 2450 is_linear=0 shrinkage=0.000439788 Tree=8243 num_leaves=4 num_cat=0 split_feature=0 48 43 split_gain=2.33857 4.29455 3.52812 threshold=-0.12877499999999997 0.088005000000000014 -0.17307499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022825869118416202 0.00018800733054660776 -7.1463417569791749e-05 -6.1546498755726372e-05 leaf_weight=23.434737202318502 13.045436546763083 15.251728131708658 67.918360305302485 leaf_count=274 183 140 2267 internal_value=0 0.000110119 -2.13018e-05 internal_weight=0 38.6865 80.9638 internal_count=2864 414 2450 is_linear=0 shrinkage=0.000439788 Tree=8244 num_leaves=3 num_cat=0 split_feature=45 13 split_gain=2.26652 2.32007 threshold=0.08179500000000002 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017080317116758958 -0.019024661180737361 0.00076818294907306012 leaf_weight=4.5506148230379031 2.7751016224501646 109.41886428257567 leaf_count=71 50 2746 internal_value=0 0.00142225 internal_weight=0 113.969 internal_count=2867 2817 is_linear=0 shrinkage=0.0224292 Tree=8245 num_leaves=4 num_cat=0 split_feature=150 15 2 split_gain=2.812 4.38363 3.39218 threshold=0.082085000000000019 -0.096544999999999978 0.11167500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011444109168305488 0.025764456749136064 0.0027073198623859276 -0.0099986595427920908 leaf_weight=75.183120636966123 5.2552791199850644 19.452836952616053 16.797926686518622 leaf_count=2085 46 320 416 internal_value=0 0.00762755 -0.000892231 internal_weight=0 24.7081 91.981 internal_count=2867 366 2501 is_linear=0 shrinkage=0.0224292 Tree=8246 num_leaves=3 num_cat=0 split_feature=45 13 split_gain=2.16022 2.28015 threshold=0.08179500000000002 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003310488106664519 -0.0003651899768755752 1.3693161183641589e-05 leaf_weight=4.5411086443345985 2.7732704109512261 110.16450222102867 leaf_count=71 50 2746 internal_value=0 2.631e-05 internal_weight=0 114.706 internal_count=2867 2817 is_linear=0 shrinkage=0.000439788 Tree=8247 num_leaves=4 num_cat=0 split_feature=150 15 403 split_gain=2.77452 4.2166 3.01003 threshold=0.082085000000000019 -0.096544999999999978 0.03138500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.9910854924395418e-05 0.00049694637301424531 5.3766936815222842e-05 0.00017739248778087655 leaf_weight=79.964763809588476 5.2433509123584399 19.711911887236056 13.09676483818839 leaf_count=2169 46 320 332 internal_value=0 0.000147192 -1.78921e-05 internal_weight=0 24.9553 93.0615 internal_count=2867 366 2501 is_linear=0 shrinkage=0.000439788 Tree=8248 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.28825 2.46926 threshold=0.27266500000000005 0.11238500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00040161701121441655 -0.01843192988755183 0.012573718348636952 leaf_weight=103.32009280247621 2.9893156091638948 9.1057256233034405 leaf_count=2657 50 163 internal_value=0 0.00138944 internal_weight=0 112.426 internal_count=2870 2820 is_linear=0 shrinkage=0.0224292 Tree=8249 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.15224 2.42066 threshold=0.27266500000000005 0.11238500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.8672139841603888e-06 -0.00035112592200526926 0.00024346127369133971 leaf_weight=104.32241154194344 2.9703519270115057 9.1582316833955684 leaf_count=2657 50 163 internal_value=0 2.69181e-05 internal_weight=0 113.481 internal_count=2870 2820 is_linear=0 shrinkage=0.000439788 Tree=8250 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.19484 2.36807 threshold=0.27266500000000005 0.11238500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039261905258593948 -0.018102964154550701 0.012329913467777254 leaf_weight=103.33916326525105 2.9738532127630597 9.0770145100104838 leaf_count=2657 50 163 internal_value=0 0.00135842 internal_weight=0 112.416 internal_count=2870 2820 is_linear=0 shrinkage=0.0224292 Tree=8251 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.10754 2.27169 threshold=0.27266500000000005 0.11238500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003838159908503624 -0.017787898625377378 0.012092715628821051 leaf_weight=103.33881801958341 2.9591506980141267 9.0481805755553051 leaf_count=2657 50 163 internal_value=0 0.00132838 internal_weight=0 112.387 internal_count=2870 2820 is_linear=0 shrinkage=0.0224292 Tree=8252 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=2.41584 4.06414 3.19327 threshold=0.097325000000000009 -0.19424999999999998 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010556833393142574 0.023916724419417411 0.0011113502045661352 0.0023265637394954178 leaf_weight=18.746221276083816 4.5483114950984627 75.172478117221544 14.060569304745512 leaf_count=332 68 2017 433 internal_value=0 -0.0012193 0.00762265 internal_weight=0 93.9187 18.6089 internal_count=2850 2349 501 is_linear=0 shrinkage=0.0224292 Tree=8253 num_leaves=4 num_cat=0 split_feature=12 12 4 split_gain=2.33951 3.49047 2.0448 threshold=0.097325000000000009 0.093715000000000007 0.08920500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0140732432734975e-06 2.5806353152841307e-05 -0.0003646189020781493 0.00032205381966619748 leaf_weight=89.295529586068369 11.20139545768143 5.4931076779575951 7.5247163106978396 leaf_count=2101 386 248 115 internal_value=0 -2.49807e-05 0.000145054 internal_weight=0 94.7886 18.7261 internal_count=2850 2349 501 is_linear=0 shrinkage=0.000439788 Tree=8254 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=2.275 3.76167 3.13486 threshold=0.097325000000000009 -0.19424999999999998 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019819381374955536 0.00046305431526521559 2.1225122929443833e-05 4.3246764636423953e-05 leaf_weight=18.861585182701674 4.5262427783236516 75.69371302475156 14.171743958762816 leaf_count=332 68 2017 433 internal_value=0 -2.2575e-05 0.000145239 internal_weight=0 94.5553 18.698 internal_count=2850 2349 501 is_linear=0 shrinkage=0.000439788 Tree=8255 num_leaves=4 num_cat=0 split_feature=12 16 16 split_gain=2.31035 3.87246 3.10084 threshold=0.097325000000000009 -0.19424999999999998 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010300295430469559 0.023628358506706453 0.0010838944172813965 0.0022675814161217302 leaf_weight=18.767376182731823 4.4994596342003232 75.197188645986898 14.067143554670109 leaf_count=332 68 2017 433 internal_value=0 -0.00119148 0.00746314 internal_weight=0 93.9646 18.5666 internal_count=2850 2349 501 is_linear=0 shrinkage=0.0224292 Tree=8256 num_leaves=4 num_cat=0 split_feature=4 0 43 split_gain=2.26636 2.24284 0.425988 threshold=-0.48515499999999995 -0.063914999999999986 -0.018859999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.7873997785685797e-05 2.4156538458639957e-05 0.0001727884482822262 -0.00033479431383290548 leaf_weight=2.8446807821746916 87.176554585181293 25.329452462119662 3.0630093964282414 leaf_count=34 2262 414 110 internal_value=0 5.7643e-05 -0.000221395 internal_weight=0 112.506 5.90769 internal_count=2820 2676 144 is_linear=0 shrinkage=0.000439788 Tree=8257 num_leaves=4 num_cat=0 split_feature=4 403 16 split_gain=2.22967 2.43899 1.45029 threshold=-0.48515499999999995 0.092300000000000007 0.27252000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022412130142347643 0.0021424612550320168 0.01684548656779843 -3.2304094248424157e-05 leaf_weight=2.914451125659979 105.5562070590895 5.9799786005814886 2.8936484653968364 leaf_count=69 2466 210 75 internal_value=0 0.00293351 -0.0112989 internal_weight=0 111.536 5.8081 internal_count=2820 2676 144 is_linear=0 shrinkage=0.0224292 Tree=8258 num_leaves=4 num_cat=0 split_feature=4 0 0 split_gain=2.24975 4.95608 4.7262 threshold=0.071855000000000016 -0.1171 -0.13653999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016494576372449193 -6.6570740630588184e-05 0.00028072102776474422 -6.084098883169933e-05 leaf_weight=25.481159208331519 13.275624218105802 19.760870324174903 60.388577803025328 leaf_count=249 197 332 2042 internal_value=0 0.000141205 6.1812e-06 internal_weight=0 33.0365 85.8697 internal_count=2820 529 2291 is_linear=0 shrinkage=0.000439788 Tree=8259 num_leaves=4 num_cat=0 split_feature=52 3 151 split_gain=2.05056 5.26061 4.60639 threshold=0.093630000000000005 -0.080724999999999977 -0.16267499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00042810992146465889 -0.00046412578824353611 5.759214365280497e-05 8.7430514422526056e-05 leaf_weight=3.4535193032570524 5.1939543767966851 13.200041672997029 96.900492159929854 leaf_count=78 210 376 2156 internal_value=0 -9.0055e-05 6.9611e-05 internal_weight=0 18.394 100.354 internal_count=2820 586 2234 is_linear=0 shrinkage=0.000439788 Tree=8260 num_leaves=4 num_cat=0 split_feature=160 2 49 split_gain=2.66359 3.22052 2.98098 threshold=0.087770000000000015 0.088915000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.1702135406196008e-05 -0.00051456314236014841 -3.9367964917707894e-05 -0.00014224039667467335 leaf_weight=83.804790172947833 3.9343779953742333 9.137985071520232 16.590239100334657 leaf_count=1987 127 184 539 internal_value=0 -0.000182929 2.79801e-05 internal_weight=0 13.0724 100.395 internal_count=2837 311 2526 is_linear=0 shrinkage=0.000439788 Tree=8261 num_leaves=4 num_cat=0 split_feature=160 2 49 split_gain=2.71647 3.1446 3.05918 threshold=0.087770000000000015 0.088915000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032074430894323473 -0.026295026078457621 -0.0021945728577913654 -0.0074002594740796256 leaf_weight=82.841544116452496 3.8840429862830197 9.025773656105228 16.362192484093612 leaf_count=1987 127 184 539 internal_value=0 -0.00947355 0.00145677 internal_weight=0 12.9098 99.2037 internal_count=2837 311 2526 is_linear=0 shrinkage=0.0224292 Tree=8262 num_leaves=4 num_cat=0 split_feature=160 2 49 split_gain=2.53069 3.15565 2.80862 threshold=0.087770000000000015 0.088915000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.9374906328267357e-05 -0.00051112458176446067 -3.8031720599267562e-05 -0.0001386124397896974 leaf_weight=83.7813596499509 3.8712930787733049 9.1306742308533995 16.58535151547585 leaf_count=1987 127 184 539 internal_value=0 -0.000179436 2.66378e-05 internal_weight=0 13.002 100.367 internal_count=2837 311 2526 is_linear=0 shrinkage=0.000439788 Tree=8263 num_leaves=4 num_cat=0 split_feature=160 2 49 split_gain=2.59896 3.13267 2.85933 threshold=0.087770000000000015 0.088915000000000008 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0329685812416573e-05 -0.00051085601285413102 -4.0434056358333601e-05 -0.00013900715079321002 leaf_weight=84.073399255943514 3.8876725346381127 9.1643139271891396 16.659858917388192 leaf_count=1987 127 184 539 internal_value=0 -0.000181096 2.73421e-05 internal_weight=0 13.052 100.733 internal_count=2837 311 2526 is_linear=0 shrinkage=0.000439788 Tree=8264 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.39349 2.37682 threshold=-0.52503499999999981 -0.094744999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019512896497301892 0.0063569882505492576 -0.0015784508402841174 leaf_weight=3.2063059813226564 23.977086813072674 90.962610422104262 leaf_count=41 332 2454 internal_value=0 7.77084e-05 internal_weight=0 114.94 internal_count=2827 2786 is_linear=0 shrinkage=0.0224292 Tree=8265 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.14115 2.50775 threshold=-0.52503499999999981 -0.094744999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035550844538609621 0.0001288333896726688 -2.9965621511185333e-05 leaf_weight=3.2904006253229445 24.298850826438866 91.989863304504979 leaf_count=41 332 2454 internal_value=0 3.23157e-06 internal_weight=0 116.289 internal_count=2827 2786 is_linear=0 shrinkage=0.000439788 Tree=8266 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.11826 2.43563 threshold=-0.52503499999999981 -0.094744999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00035642651688685571 0.00012556978780932363 -3.1124438504676291e-05 leaf_weight=3.2675985341775222 24.232079186300325 91.848288229601167 leaf_count=41 332 2454 internal_value=0 1.60116e-06 internal_weight=0 116.08 internal_count=2827 2786 is_linear=0 shrinkage=0.000439788 Tree=8267 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.26148 2.27779 threshold=-0.52503499999999981 -0.094744999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01889272868723206 0.0062288992806067232 -0.0015424335109665845 leaf_weight=3.2315802460652767 23.952239645908776 90.987955166147913 leaf_count=41 332 2454 internal_value=0 7.77899e-05 internal_weight=0 114.94 internal_count=2827 2786 is_linear=0 shrinkage=0.0224292 Tree=8268 num_leaves=4 num_cat=0 split_feature=123 4 2 split_gain=1.88952 2.5449 2.33661 threshold=1.0000000180025095e-35 0.053285000000000006 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.0248851482900102e-05 -0.00013759226485079306 9.6749869171018936e-05 0.00036323616948299683 leaf_weight=73.231499725376125 2.5780565507593547 33.04017081073107 5.9002380541787716 leaf_count=2088 103 551 141 internal_value=0 -4.53735e-06 0.000210979 internal_weight=0 106.272 8.47829 internal_count=2883 2639 244 is_linear=0 shrinkage=0.000439788 Tree=8269 num_leaves=4 num_cat=0 split_feature=131 131 131 split_gain=1.90755 3.3369 2.62224 threshold=0.10033500000000002 0.10370500000000001 0.08956500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00068973427272684264 0.037783741555313229 -0.00054750420099206835 -0.017965785274006538 leaf_weight=105.16769089033096 1.8595950247981807 2.9143559573858511 3.9130094549618653 leaf_count=2501 21 197 164 internal_value=0 0.0144747 1.74853e-05 internal_weight=0 4.77395 109.081 internal_count=2883 218 2665 is_linear=0 shrinkage=0.0224292 Tree=8270 num_leaves=4 num_cat=0 split_feature=123 133 2 split_gain=1.83213 2.48336 2.30448 threshold=1.0000000180025095e-35 -0.15835999999999997 0.093750000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014051588780803145 -0.0070222014661991275 -0.0010223013236304939 0.018473901106814069 leaf_weight=5.8001326520043213 2.5554625933291373 99.63577783609071 5.8202446327486541 leaf_count=220 103 2419 141 internal_value=0 -0.000190678 0.0106967 internal_weight=0 105.436 8.37571 internal_count=2883 2639 244 is_linear=0 shrinkage=0.0224292 Tree=8271 num_leaves=4 num_cat=0 split_feature=131 12 131 split_gain=1.82691 3.22337 2.52365 threshold=0.10033500000000002 0.098375000000000018 0.08956500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00066005010815383498 -0.011475131113172865 0.027334388875561416 -0.017735857127497475 leaf_weight=105.09837719559073 1.6179752068746882 3.1474013225561066 3.8713465485197949 leaf_count=2501 168 50 164 internal_value=0 0.0141643 3.50984e-06 internal_weight=0 4.76538 108.97 internal_count=2883 218 2665 is_linear=0 shrinkage=0.0224292 Tree=8272 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=2.21792 2.61984 threshold=-1.0000000180025095e-35 0.081005000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037861522359069707 4.1112752961496378e-05 -0.00024976088919754775 leaf_weight=2.6821605850655024 105.84625209223304 6.3291852579968682 leaf_count=274 2366 159 internal_value=0 2.46613e-05 internal_weight=0 112.175 internal_count=2799 2525 is_linear=0 shrinkage=0.000439788 Tree=8273 num_leaves=4 num_cat=0 split_feature=16 48 160 split_gain=2.69883 7.42818 5.37273 threshold=-0.082799999999999985 0.08790000000000002 0.085045000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0099391369042066986 -0.0054040035331029794 -0.0096715571561901987 0.011368112199597937 leaf_weight=36.130700545041691 52.083898621473054 13.271679810846761 11.762257141619555 leaf_count=848 1536 169 246 internal_value=0 0.00466913 -0.00231163 internal_weight=0 49.4024 63.8462 internal_count=2799 1017 1782 is_linear=0 shrinkage=0.0224292 Tree=8274 num_leaves=4 num_cat=0 split_feature=16 48 160 split_gain=2.56392 6.7369 5.14116 threshold=-0.082799999999999985 0.08790000000000002 0.085045000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018614578556862361 -0.00010303536577204283 -0.00017767481229055796 0.0002166224736109948 leaf_weight=36.551825965992975 52.917326277014581 13.45278731138569 11.904812942544593 leaf_count=848 1536 169 246 internal_value=0 8.82363e-05 -4.42826e-05 internal_weight=0 50.0046 64.8221 internal_count=2799 1017 1782 is_linear=0 shrinkage=0.000439788 Tree=8275 num_leaves=4 num_cat=0 split_feature=16 48 160 split_gain=2.55103 6.88471 5.22222 threshold=-0.082799999999999985 0.08790000000000002 0.085045000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001897155234691285 -0.00010090303892054072 -0.00017840300501353041 0.00022190996056864579 leaf_weight=36.480703968660237 52.814489242962736 13.429621685145319 11.851655453254351 leaf_count=848 1536 169 246 internal_value=0 9.06337e-05 -4.16916e-05 internal_weight=0 49.9103 64.6661 internal_count=2799 1017 1782 is_linear=0 shrinkage=0.000439788 Tree=8276 num_leaves=3 num_cat=0 split_feature=52 484 split_gain=2.57148 2.65164 threshold=-0.51745999999999992 -0.0048899999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045546971430343841 -0.00024698482858879513 4.0370414600846488e-05 leaf_weight=2.1849007291239095 6.5658192966438937 109.41312114375614 leaf_count=196 422 2263 internal_value=0 2.40646e-05 internal_weight=0 115.979 internal_count=2881 2685 is_linear=0 shrinkage=0.000439788 Tree=8277 num_leaves=3 num_cat=0 split_feature=151 454 split_gain=2.61792 3.31273 threshold=-0.52342999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048435494848291031 1.0842470060172061e-05 0.00043624525209226691 leaf_weight=1.9717646396311455 112.09375337694473 3.6370064890943459 leaf_count=48 2806 27 internal_value=0 2.42811e-05 internal_weight=0 115.731 internal_count=2881 2833 is_linear=0 shrinkage=0.000439788 Tree=8278 num_leaves=3 num_cat=0 split_feature=52 15 split_gain=2.62407 2.43646 threshold=-0.51745999999999992 -0.11532999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045609185755785691 -0.00013473616046652922 4.760416667193465e-05 leaf_weight=2.2492020426834634 16.518458137463313 99.150784336981815 leaf_count=196 455 2230 internal_value=0 2.15466e-05 internal_weight=0 115.669 internal_count=2881 2685 is_linear=0 shrinkage=0.000439788 Tree=8279 num_leaves=3 num_cat=0 split_feature=151 454 split_gain=2.62495 3.39975 threshold=-0.52342999999999995 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024804564317621052 0.00044911132329612878 0.022505064892486489 leaf_weight=1.975647812399983 110.97089462531221 3.6117702559567979 leaf_count=48 2806 27 internal_value=0 0.00114797 internal_weight=0 114.583 internal_count=2881 2833 is_linear=0 shrinkage=0.0224292 Tree=8280 num_leaves=4 num_cat=0 split_feature=16 160 13 split_gain=2.86281 3.96451 2.34052 threshold=-0.091594999999999996 0.086620000000000016 -0.4706749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.4315676346538307e-06 0.00042370746402814582 -0.00037124712022348585 5.514092308366619e-05 leaf_weight=32.411943687258827 3.4697997236798974 7.0825722327572285 74.679248608477792 leaf_count=664 18 95 2054 internal_value=0 -7.36434e-05 7.16047e-05 internal_weight=0 39.4945 78.149 internal_count=2831 759 2072 is_linear=0 shrinkage=0.000439788 Tree=8281 num_leaves=3 num_cat=0 split_feature=1375 16 split_gain=2.98147 2.93842 threshold=-0.43144499999999991 -0.36241499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022368792019156501 -0.0067224704752128417 0.0032534293450746684 leaf_weight=2.6250363531144094 17.52893199828759 96.750462980115117 leaf_count=17 362 2452 internal_value=0 0.00172239 internal_weight=0 114.279 internal_count=2831 2814 is_linear=0 shrinkage=0.0224292 Tree=8282 num_leaves=4 num_cat=0 split_feature=16 160 13 split_gain=2.70334 3.93044 2.28171 threshold=-0.091594999999999996 0.086620000000000016 -0.4706749999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.9140454821503897e-06 0.00041929131735859407 -0.00036883732907874533 5.3289223095286098e-05 leaf_weight=32.384308866636275 3.4281835450237841 7.0518269413150838 74.636160201600433 leaf_count=664 18 95 2054 internal_value=0 -7.1779e-05 6.94607e-05 internal_weight=0 39.4361 78.0643 internal_count=2831 759 2072 is_linear=0 shrinkage=0.000439788 Tree=8283 num_leaves=3 num_cat=0 split_feature=1375 16 split_gain=2.84207 2.8028 threshold=-0.43144499999999991 -0.36241499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021811187334149319 -0.0065599571516249773 0.003178219874993754 leaf_weight=2.6314151757906066 17.549154646098032 96.757100765613359 leaf_count=17 362 2452 internal_value=0 0.0016823 internal_weight=0 114.306 internal_count=2831 2814 is_linear=0 shrinkage=0.0224292 Tree=8284 num_leaves=4 num_cat=0 split_feature=15 150 14 split_gain=2.77645 3.04912 1.0813 threshold=-0.24436499999999997 0.085075000000000026 -0.45687499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0021714579011490472 -0.0027230129736376721 0.0070011396888924743 0.020917071146751547 leaf_weight=2.4463088141346816 84.108780016983474 20.078120864429366 4.2193611984985173 leaf_count=55 2312 290 171 internal_value=0 -0.000848107 0.0140633 internal_weight=0 104.187 6.66567 internal_count=2828 2602 226 is_linear=0 shrinkage=0.0224292 Tree=8285 num_leaves=3 num_cat=0 split_feature=4 150 split_gain=2.94294 2.99179 threshold=0.50959500000000013 0.085075000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.6467804917893725e-05 0.0004370119762485777 0.0001395638107567319 leaf_weight=88.62725985421821 2.8873124324309165 20.588259532414668 leaf_count=2387 139 302 internal_value=0 -1.13806e-05 internal_weight=0 109.216 internal_count=2828 2689 is_linear=0 shrinkage=0.000439788 Tree=8286 num_leaves=3 num_cat=0 split_feature=4 150 split_gain=2.90831 2.93225 threshold=0.50959500000000013 0.085075000000000026 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.511792158500208e-05 0.00043595175017212886 0.00013963622607351416 leaf_weight=88.212744576865589 2.8805760356990495 20.450644663440471 leaf_count=2387 139 302 internal_value=0 -1.03284e-05 internal_weight=0 108.663 internal_count=2828 2689 is_linear=0 shrinkage=0.000439788 Tree=8287 num_leaves=4 num_cat=0 split_feature=15 150 14 split_gain=2.67003 2.97095 1.0527 threshold=-0.24436499999999997 0.084380000000000024 -0.45687499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.1655482469050138e-05 -5.4159981046471187e-05 0.00013097629818018715 0.00040258627404928915 leaf_weight=2.4892259415209992 84.136015618656529 20.916671964951092 4.2029912389007213 leaf_count=55 2296 306 171 internal_value=0 -1.7281e-05 0.000268835 internal_weight=0 105.053 6.69222 internal_count=2828 2602 226 is_linear=0 shrinkage=0.000439788 Tree=8288 num_leaves=3 num_cat=0 split_feature=16 151 split_gain=2.55313 2.07208 threshold=-0.5418599999999999 -0.088294999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0182339064054103 0.0087175196147203805 -0.0010390585889460281 leaf_weight=3.9689107224257887 12.21367968562299 104.45899625073434 leaf_count=82 201 2610 internal_value=0 -1.64486e-05 internal_weight=0 116.673 internal_count=2893 2811 is_linear=0 shrinkage=0.0224292 Tree=8289 num_leaves=3 num_cat=0 split_feature=16 403 split_gain=2.53794 2.1035 threshold=-0.5418599999999999 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035580389890281332 -0.00040866785455908976 8.3331429899202512e-06 leaf_weight=3.9874156480145748 2.3691326528787604 115.08823978735927 leaf_count=82 344 2467 internal_value=0 -1.42872e-07 internal_weight=0 117.457 internal_count=2893 2811 is_linear=0 shrinkage=0.000439788 Tree=8290 num_leaves=3 num_cat=0 split_feature=16 403 split_gain=2.49648 2.15689 threshold=-0.5418599999999999 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035489140545783622 -0.00041006870486863078 1.0213837447979322e-05 leaf_weight=3.9809570546021851 2.3921441685379241 115.04267960175093 leaf_count=82 344 2467 internal_value=0 1.58743e-06 internal_weight=0 117.435 internal_count=2893 2811 is_linear=0 shrinkage=0.000439788 Tree=8291 num_leaves=3 num_cat=0 split_feature=16 403 split_gain=2.55507 2.13048 threshold=-0.5418599999999999 -0.092224999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035583769288729329 -0.00040862426497506181 7.6442210811009444e-06 leaf_weight=3.9959593442945325 2.4087886144261565 115.80750723305573 leaf_count=82 344 2467 internal_value=0 -9.02319e-07 internal_weight=0 118.216 internal_count=2893 2811 is_linear=0 shrinkage=0.000439788 Tree=8292 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=2.60304 4.09022 2.21768 threshold=-0.10315499999999998 -0.080884999999999985 -0.06612999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0010162413362111149 -0.0093357901526005278 0.0020587018028509121 0.015656175231834425 leaf_weight=10.351514400050293 20.14845324462658 73.982226502759659 10.457141147464425 leaf_count=193 1003 1475 172 internal_value=0 -0.000381661 0.00838097 internal_weight=0 94.1307 20.8087 internal_count=2843 2478 365 is_linear=0 shrinkage=0.0224292 Tree=8293 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=2.49719 3.92242 2.20398 threshold=-0.10315499999999998 -0.080884999999999985 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012077842105172458 -0.0091628780434767371 0.002012829265542805 -0.0056139418412635084 leaf_weight=16.220040493271885 20.06949570708457 73.971661346249675 4.5183139908185685 leaf_count=259 1003 1475 106 internal_value=0 -0.000373574 0.00822167 internal_weight=0 94.0412 20.7384 internal_count=2843 2478 365 is_linear=0 shrinkage=0.0224292 Tree=8294 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=2.44841 3.89205 2.14888 threshold=-0.10315499999999998 -0.078914999999999985 -0.06612999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.6179709747582092e-05 -0.00016368879946884006 4.2565650135872001e-05 0.00029856771961051708 leaf_weight=10.397120353702123 23.524293429129102 71.220763842256929 10.436750828237562 leaf_count=193 1177 1301 172 internal_value=0 -8.66802e-06 0.000157786 internal_weight=0 94.7451 20.8339 internal_count=2843 2478 365 is_linear=0 shrinkage=0.000439788 Tree=8295 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=2.40415 3.89744 2.09158 threshold=-0.10315499999999998 -0.078914999999999985 -0.06612999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8222061954739935e-05 -0.00016221809651265821 4.4226902297536485e-05 0.00029678456282738682 leaf_weight=10.402891211591852 23.513751446393144 71.183942356052285 10.436923050499898 leaf_count=193 1177 1301 172 internal_value=0 -7.05644e-06 0.000157875 internal_weight=0 94.6977 20.8398 internal_count=2843 2478 365 is_linear=0 shrinkage=0.000439788 Tree=8296 num_leaves=4 num_cat=0 split_feature=4 50 13 split_gain=2.36804 2.86173 2.53788 threshold=-0.22295999999999996 0.11812000000000002 -0.072704999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049660100567797258 0.0020806684019821606 -0.020465460603916099 -0.013894086465544721 leaf_weight=5.3020505527965751 97.455301209982281 2.8978636016581723 11.039929022139402 leaf_count=36 2460 155 180 internal_value=0 0.00142584 -0.00777639 internal_weight=0 100.353 16.342 internal_count=2831 2615 216 is_linear=0 shrinkage=0.0224292 Tree=8297 num_leaves=4 num_cat=0 split_feature=4 50 13 split_gain=2.22833 2.72625 2.46784 threshold=-0.22295999999999996 0.11812000000000002 -0.072704999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7453157343481225e-05 3.8862912284522307e-05 -0.00039269796026000748 -0.00026623350869773367 leaf_weight=5.3327078036963966 98.105357358015681 2.896286411507389 11.090423447429201 leaf_count=36 2460 155 180 internal_value=0 2.64158e-05 -0.000148166 internal_weight=0 101.002 16.4231 internal_count=2831 2615 216 is_linear=0 shrinkage=0.000439788 Tree=8298 num_leaves=4 num_cat=0 split_feature=4 50 13 split_gain=2.26334 2.755 2.42698 threshold=-0.22295999999999996 0.11812000000000002 -0.072704999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0048650568577008882 0.0020321784401396087 -0.020189280523527552 -0.013593682158011986 leaf_weight=5.2918856358155635 97.464921749282439 2.8709495628518189 11.027430171903687 leaf_count=36 2460 155 180 internal_value=0 0.00139263 -0.00760935 internal_weight=0 100.336 16.3193 internal_count=2831 2615 216 is_linear=0 shrinkage=0.0224292 Tree=8299 num_leaves=4 num_cat=0 split_feature=4 133 13 split_gain=2.16572 2.65965 2.32206 threshold=-0.22295999999999996 -0.25159999999999993 -0.072704999999999978 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0047658829891458372 -0.023616273565050253 0.0018952342754153893 -0.013304970705078124 leaf_weight=5.2813601261004832 2.0806989916400189 98.226293221368906 11.014578759844879 leaf_count=36 168 2447 180 internal_value=0 0.00136165 -0.00744965 internal_weight=0 100.307 16.2959 internal_count=2831 2615 216 is_linear=0 shrinkage=0.0224292 Tree=8300 num_leaves=4 num_cat=0 split_feature=43 4 160 split_gain=2.83603 3.87698 3.13118 threshold=-0.074359999999999996 -0.47668499999999997 -0.082869999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010730570953825683 -0.026631831021990869 -0.0004814973822605013 0.0078783163700085704 leaf_weight=5.1428324441694704 2.9498549723066381 72.498457375355429 38.40232626593388 leaf_count=300 114 1591 818 internal_value=0 -0.00151039 0.0056768 internal_weight=0 75.4483 43.5452 internal_count=2823 1705 1118 is_linear=0 shrinkage=0.0224292 Tree=8301 num_leaves=4 num_cat=0 split_feature=43 4 160 split_gain=2.62914 3.7856 3.03191 threshold=-0.074359999999999996 -0.47668499999999997 -0.082869999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020794403046529286 -0.00051574186493700809 -7.5962454854703963e-06 0.00015026536647763463 leaf_weight=5.1660965854880478 2.9311039310996412 73.02046184890969 38.632940251158288 leaf_count=300 114 1591 818 internal_value=0 -2.73312e-05 0.000107942 internal_weight=0 75.9516 43.799 internal_count=2823 1705 1118 is_linear=0 shrinkage=0.000439788 Tree=8302 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=2.70806 3.75359 3.00072 threshold=-0.074359999999999996 -0.47668499999999997 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030753501640342251 -0.026349956046828091 -0.00046888207661851568 0.019572707521391078 leaf_weight=37.017158027881123 2.9140762325841925 72.510004766538259 6.5074500928749321 leaf_count=981 114 1591 137 internal_value=0 -0.00147524 0.0055494 internal_weight=0 75.4241 43.5246 internal_count=2823 1705 1118 is_linear=0 shrinkage=0.0224292 Tree=8303 num_leaves=4 num_cat=0 split_feature=43 4 160 split_gain=2.4558 3.61094 2.92923 threshold=-0.074359999999999996 -0.47668499999999997 -0.082869999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020452567704822122 -0.00050707793398362415 -7.2831128624962496e-06 0.00014590863126521232 leaf_weight=5.2204048286148454 2.8879430258530183 73.163596881639023 38.711881657967751 leaf_count=300 114 1591 818 internal_value=0 -2.63846e-05 0.000104196 internal_weight=0 76.0515 43.9323 internal_count=2823 1705 1118 is_linear=0 shrinkage=0.000439788 Tree=8304 num_leaves=4 num_cat=0 split_feature=13 0 12 split_gain=2.5761 2.78585 1.43465 threshold=-0.094744999999999982 -0.10155499999999999 -0.051479999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2084533301631271e-05 7.9088924630847147e-05 -7.7784522952249131e-05 0.00018773716521245518 leaf_weight=4.2389983489993055 35.859792375464167 56.159540061476946 21.281110783613258 leaf_count=83 357 2092 283 internal_value=0 -1.66475e-05 0.000141223 internal_weight=0 92.0193 25.5201 internal_count=2815 2449 366 is_linear=0 shrinkage=0.000439788 Tree=8305 num_leaves=4 num_cat=0 split_feature=13 0 13 split_gain=2.55127 2.84639 1.50123 threshold=-0.094744999999999982 -0.10155499999999999 -0.11677999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036892846624804105 0.0039697875795139505 -0.0041528214294195417 0.015905443747812432 leaf_weight=18.288456546151796 35.628451789707469 55.467475217305946 6.9870539782568803 leaf_count=257 357 2092 109 internal_value=0 -0.000975828 0.00707572 internal_weight=0 91.0959 25.2755 internal_count=2815 2449 366 is_linear=0 shrinkage=0.0224292 Tree=8306 num_leaves=3 num_cat=0 split_feature=51 13 split_gain=2.51995 2.19111 threshold=-0.41122499999999995 -0.094744999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047757460797471065 0.00014108882799266587 -5.0885908407920991e-06 leaf_weight=1.9269394851944515 25.410069907480647 90.118640285236324 leaf_count=99 363 2353 internal_value=0 2.70805e-05 internal_weight=0 115.529 internal_count=2815 2716 is_linear=0 shrinkage=0.000439788 Tree=8307 num_leaves=4 num_cat=0 split_feature=13 0 13 split_gain=2.4398 2.72335 1.43605 threshold=-0.094744999999999982 -0.10155499999999999 -0.11677999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0036130359649410699 0.0038878752194586273 -0.0040590862982090459 0.015567428721929778 leaf_weight=18.267605297542108 35.614926446953177 55.434240915321425 6.9798268009253652 leaf_count=257 357 2092 109 internal_value=0 -0.000950378 0.00692718 internal_weight=0 91.0492 25.2474 internal_count=2815 2449 366 is_linear=0 shrinkage=0.0224292 Tree=8308 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=3.71515 3.29483 1.8754 threshold=-0.094744999999999982 0.10877000000000002 0.088465000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012128274859791992 -0.0016201103348580392 -0.015344246550518812 -0.0011415841982148314 leaf_weight=13.88650485213657 77.073606315449069 9.9163768977159616 8.711199203389695 leaf_count=245 2323 109 119 internal_value=0 -0.00318761 0.00701622 internal_weight=0 86.99 22.5977 internal_count=2796 2432 364 is_linear=0 shrinkage=0.0224292 Tree=8309 num_leaves=4 num_cat=0 split_feature=13 3 52 split_gain=3.55529 3.14903 1.63722 threshold=-0.094744999999999982 0.10877000000000002 0.084000000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010032193731887525 -0.001583980731473765 -0.015001360421973219 -0.0046679178755947622 leaf_weight=17.707184741258974 77.064024722805698 9.9159770572732651 4.8431638126057797 leaf_count=266 2323 109 98 internal_value=0 -0.00311656 0.00687376 internal_weight=0 86.98 22.5503 internal_count=2796 2432 364 is_linear=0 shrinkage=0.0224292 Tree=8310 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=3.47386 2.98972 1.81942 threshold=-0.094744999999999982 0.10877000000000002 0.088465000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023225225103698852 -2.956638869728857e-05 -0.0002850976187798468 -2.2977787969500023e-05 leaf_weight=14.007984929299711 77.740077472431949 9.9762268273625505 8.7802069087629189 leaf_count=245 2323 109 119 internal_value=0 -5.86844e-05 0.000133976 internal_weight=0 87.7163 22.7882 internal_count=2796 2432 364 is_linear=0 shrinkage=0.000439788 Tree=8311 num_leaves=4 num_cat=0 split_feature=13 3 12 split_gain=3.43509 2.90361 1.8218 threshold=-0.094744999999999982 0.10877000000000002 0.088465000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023290699557874665 -2.8991624779367261e-05 -0.00028024347443077191 -2.301265007112572e-05 leaf_weight=13.926596276945931 77.846305934360316 10.025959643535314 8.7538640902566822 leaf_count=245 2323 109 119 internal_value=0 -5.77133e-05 0.000134195 internal_weight=0 87.8723 22.6805 internal_count=2796 2432 364 is_linear=0 shrinkage=0.000439788 Tree=8312 num_leaves=3 num_cat=0 split_feature=160 43 split_gain=2.61036 2.09997 threshold=-0.40187499999999993 -0.074359999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046305564188883883 9.6982220284682586e-05 -2.4731592643211765e-05 leaf_weight=2.1662090162844825 44.555942577962924 71.212916118458452 leaf_count=224 1041 1615 internal_value=0 2.21206e-05 internal_weight=0 115.769 internal_count=2880 2656 is_linear=0 shrinkage=0.000439788 Tree=8313 num_leaves=3 num_cat=0 split_feature=160 11 split_gain=2.42698 1.88453 threshold=-0.40187499999999993 0.089965000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023445047740033809 0.0015790434469892085 -0.01329890003376002 leaf_weight=2.0611126942221736 110.1175005785044 4.4372633361144826 leaf_count=224 2561 95 internal_value=0 0.00100063 internal_weight=0 114.555 internal_count=2880 2656 is_linear=0 shrinkage=0.0224292 Tree=8314 num_leaves=3 num_cat=0 split_feature=403 160 split_gain=3.01593 2.48131 threshold=0.10150000000000002 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004571437437157458 -0.00043355001130497155 3.0201712369424731e-05 leaf_weight=2.0386024045510558 2.8697518397384547 112.3899956796613 leaf_count=223 193 2464 internal_value=0 2.14446e-05 internal_weight=0 114.429 internal_count=2880 2687 is_linear=0 shrinkage=0.000439788 Tree=8315 num_leaves=3 num_cat=0 split_feature=160 43 split_gain=2.35887 1.86943 threshold=-0.40187499999999993 -0.074359999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023336198905234241 0.0046023467358447551 -0.0012867905045577607 leaf_weight=2.0241395454559088 44.031882648998362 70.52202089822822 leaf_count=224 1041 1615 internal_value=0 0.000977248 internal_weight=0 114.554 internal_count=2880 2656 is_linear=0 shrinkage=0.0224292 Tree=8316 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.24818 3.97572 threshold=-0.14931499999999998 0.091570000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00021617160184724495 -2.8752574092390317e-05 -0.00039360415268592281 leaf_weight=9.6284052502323885 95.293742550657043 6.1305988285421327 leaf_count=89 2336 424 internal_value=0 -5.0876e-05 internal_weight=0 101.424 internal_count=2849 2760 is_linear=0 shrinkage=0.000439788 Tree=8317 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.31785 3.90738 threshold=-0.14931499999999998 0.091570000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022067495825206561 -2.7701174738770058e-05 -0.00039060752730499465 leaf_weight=9.5997099026662891 95.00869950474771 6.0883989691283196 leaf_count=89 2336 424 internal_value=0 -4.96262e-05 internal_weight=0 101.097 internal_count=2849 2760 is_linear=0 shrinkage=0.000439788 Tree=8318 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.3162 3.86561 threshold=-0.14931499999999998 0.091570000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00021836095501694521 -3.0594599913442123e-05 -0.0003925749620031189 leaf_weight=9.5617974964061414 94.796708218467757 6.0527940672545801 leaf_count=89 2336 424 internal_value=0 -5.23902e-05 internal_weight=0 100.85 internal_count=2849 2760 is_linear=0 shrinkage=0.000439788 Tree=8319 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=3.33318 3.91385 threshold=-0.14931499999999998 0.091570000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00022061128534333295 -2.7507274409050231e-05 -0.00039012450221605915 leaf_weight=9.6726870423462952 95.954610429633249 6.1056591556007325 leaf_count=89 2336 424 internal_value=0 -4.92694e-05 internal_weight=0 102.06 internal_count=2849 2760 is_linear=0 shrinkage=0.000439788 Tree=8320 num_leaves=4 num_cat=0 split_feature=484 3 13 split_gain=2.44657 2.72005 0.840273 threshold=-0.083139999999999992 -0.10072999999999999 -0.086124999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048071558920838448 0.0069122195553248502 -0.002012894388040204 -0.02646291375141422 leaf_weight=1.4470892325698517 21.247320642529303 89.340101100462562 2.4156041827682193 leaf_count=97 359 2252 169 internal_value=0 -0.000297202 -0.0184135 internal_weight=0 110.587 3.86269 internal_count=2877 2611 266 is_linear=0 shrinkage=0.0224292 Tree=8321 num_leaves=4 num_cat=0 split_feature=484 3 1 split_gain=2.60516 2.78735 1.13639 threshold=-0.076579999999999995 -0.10072999999999999 0.11000000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00050995366606157997 0.00013858274945977909 -3.8165616959838969e-05 -4.6087381020348344e-05 leaf_weight=2.8778934517540611 21.352964564044669 89.611100481592075 1.584142296342179 leaf_count=302 357 2187 31 internal_value=0 -4.1357e-06 -0.000346167 internal_weight=0 110.964 4.46204 internal_count=2877 2544 333 is_linear=0 shrinkage=0.000439788 Tree=8322 num_leaves=4 num_cat=0 split_feature=484 3 13 split_gain=2.3732 2.60348 0.836536 threshold=-0.083139999999999992 -0.10072999999999999 -0.086124999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047062942704641031 0.0067706971793827864 -0.0019669717108535215 -0.026385762616930437 leaf_weight=1.4474149449342806 21.211458120313182 89.345821037359201 2.3708545424451577 leaf_count=97 359 2252 169 internal_value=0 -0.000289688 -0.0182319 internal_weight=0 110.557 3.81827 internal_count=2877 2611 266 is_linear=0 shrinkage=0.0224292 Tree=8323 num_leaves=4 num_cat=0 split_feature=484 3 13 split_gain=2.29918 2.49155 0.832294 threshold=-0.083139999999999992 -0.10072999999999999 -0.086124999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0046035887394148501 0.0066310853369068203 -0.0019230052849989769 -0.02630775990838722 leaf_weight=1.446949200530071 21.173115789026269 89.339308997972694 2.3251223456281869 leaf_count=97 359 2252 169 internal_value=0 -0.000283262 -0.0180473 internal_weight=0 110.512 3.77207 internal_count=2877 2611 266 is_linear=0 shrinkage=0.0224292 Tree=8324 num_leaves=4 num_cat=0 split_feature=52 0 34 split_gain=2.58221 3.71786 2.71948 threshold=-0.092109999999999984 -0.019414999999999998 -0.010739999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026132340900827673 -0.00033133917448169677 0.00018056011157287081 4.4803161511673161e-05 leaf_weight=14.262999750530073 3.8579404241827424 4.9469768907874814 90.486973263235996 leaf_count=431 102 132 2157 internal_value=0 -0.000147463 2.93581e-05 internal_weight=0 19.21 94.3449 internal_count=2822 563 2259 is_linear=0 shrinkage=0.000439788 Tree=8325 num_leaves=4 num_cat=0 split_feature=52 1 34 split_gain=2.64404 3.69507 2.69151 threshold=-0.092109999999999984 0.10681500000000001 -0.010739999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029036203327418859 -0.0003279037549570822 0.00011244050118597033 4.666975209932309e-05 leaf_weight=12.409099918359063 3.8504723467776776 6.8100619849428758 90.205899334807327 leaf_count=433 102 130 2157 internal_value=0 -0.000147664 3.12721e-05 internal_weight=0 19.2192 94.0564 internal_count=2822 563 2259 is_linear=0 shrinkage=0.000439788 Tree=8326 num_leaves=4 num_cat=0 split_feature=52 0 34 split_gain=2.76929 3.61526 2.76781 threshold=-0.092109999999999984 -0.019414999999999998 -0.010739999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01368289868556051 -0.017238910380102043 0.008741238998887747 0.0022583656714028955 leaf_weight=14.10184332692552 3.8004920403836868 4.8475437619199502 89.295460579526662 leaf_count=431 102 132 2157 internal_value=0 -0.00794344 0.00145905 internal_weight=0 18.9494 93.096 internal_count=2822 563 2259 is_linear=0 shrinkage=0.0224292 Tree=8327 num_leaves=4 num_cat=0 split_feature=52 1 34 split_gain=2.64274 3.6009 2.61637 threshold=-0.092109999999999984 0.10681500000000001 -0.010739999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029230705634126792 -0.00032774672662652313 0.00010572778723669956 4.3139465831557832e-05 leaf_weight=12.363256466987879 3.8160753288975675 6.8032058678363674 90.269082211051682 leaf_count=433 102 130 2157 internal_value=0 -0.000151058 2.8033e-05 internal_weight=0 19.1665 94.0852 internal_count=2822 563 2259 is_linear=0 shrinkage=0.000439788 Tree=8328 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.44556 2.66314 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044745532270460444 -0.00035618284314730054 8.4777980206203411e-06 leaf_weight=2.7177005070261648 3.4457514218520364 114.70753533505012 leaf_count=15 84 2818 internal_value=0 1.87086e-05 internal_weight=0 117.425 internal_count=2917 2833 is_linear=0 shrinkage=0.000439788 Tree=8329 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.4691 2.82925 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.023420048417201612 -0.018342890988158934 0.00038530288155038523 leaf_weight=2.7282628448447204 3.4241791851818553 113.58493295888547 leaf_count=15 84 2818 internal_value=0 0.000929365 internal_weight=0 116.313 internal_count=2917 2833 is_linear=0 shrinkage=0.0224292 Tree=8330 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.33507 2.6699 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044580490889519517 -0.00035031216731304675 6.5548349260889031e-06 leaf_weight=2.7215941854519761 3.4299447068333384 114.22821523711355 leaf_count=15 84 2818 internal_value=0 1.68479e-05 internal_weight=0 116.95 internal_count=2917 2833 is_linear=0 shrinkage=0.000439788 Tree=8331 num_leaves=4 num_cat=0 split_feature=16 52 132 split_gain=2.05009 2.18515 1.95292 threshold=0.5053700000000001 -0.24526499999999998 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031721533095439527 -0.00061952458982291521 3.5582000630883386e-05 2.6577649805840609e-05 leaf_weight=3.2693593103867888 2.0347702007748016 1.8881782297175949 113.45434082987322 leaf_count=275 116 64 2462 internal_value=0 -0.000305566 1.68979e-05 internal_weight=0 3.92295 116.724 internal_count=2917 180 2737 is_linear=0 shrinkage=0.000439788 Tree=8332 num_leaves=3 num_cat=0 split_feature=38 1447 split_gain=2.59048 2.29528 threshold=0.10386000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019695290307997413 -0.02180172639546964 0.0010037120193723559 leaf_weight=2.7454728572993181 2.6692034370498723 107.15296747885986 leaf_count=264 44 2542 internal_value=0 0.00048328 internal_weight=0 109.898 internal_count=2850 2806 is_linear=0 shrinkage=0.0224292 Tree=8333 num_leaves=3 num_cat=0 split_feature=38 1447 split_gain=2.45423 2.20751 threshold=0.10386000000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037927218626609808 -0.00041506156199102196 1.9578711402274002e-05 leaf_weight=2.7333481453842969 2.6766074874321921 107.80788793088504 leaf_count=264 44 2542 internal_value=0 9.65255e-06 internal_weight=0 110.541 internal_count=2850 2806 is_linear=0 shrinkage=0.000439788 Tree=8334 num_leaves=3 num_cat=0 split_feature=38 453 split_gain=2.50722 2.31276 threshold=0.10386000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.0985837779848862e-05 -0.00041861837633662668 -0.00036062701138017168 leaf_weight=107.72906224984035 2.6834680049214503 3.1427176658180533 leaf_count=2739 44 67 internal_value=0 1.01086e-05 internal_weight=0 110.872 internal_count=2850 2806 is_linear=0 shrinkage=0.000439788 Tree=8335 num_leaves=3 num_cat=0 split_feature=38 453 split_gain=2.47999 2.26204 threshold=0.10386000000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010234759286829676 -0.021362774329060707 -0.018336185067119357 leaf_weight=106.79318540793065 2.6612737622344858 3.1059726439125361 leaf_count=2739 44 67 internal_value=0 0.000473243 internal_weight=0 109.899 internal_count=2850 2806 is_linear=0 shrinkage=0.0224292 Tree=8336 num_leaves=4 num_cat=0 split_feature=403 133 12 split_gain=3.34398 2.78892 0.074322 threshold=0.10150000000000002 -0.38664499999999996 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.025981429365733277 -0.018220764824840953 0.0020257371672995354 -0.026125362464168096 leaf_weight=1.7981607389010594 1.437098363945551 113.87856405987714 1.5329959057999074 leaf_count=134 105 2527 94 internal_value=0 0.00158616 -0.0224415 internal_weight=0 115.677 2.97009 internal_count=2860 2661 199 is_linear=0 shrinkage=0.0224292 Tree=8337 num_leaves=4 num_cat=0 split_feature=403 133 12 split_gain=3.31865 2.7221 0.0768773 threshold=0.10150000000000002 -0.38664499999999996 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050464511666324977 -0.0003535253920375869 4.0733133585382866e-05 -0.0005102509264348098 leaf_weight=1.7787891513471539 1.4487501809999224 114.79487418027384 1.5254748402367111 leaf_count=134 105 2527 94 internal_value=0 3.233e-05 -0.000436651 internal_weight=0 116.574 2.97423 internal_count=2860 2661 199 is_linear=0 shrinkage=0.000439788 Tree=8338 num_leaves=4 num_cat=0 split_feature=403 133 12 split_gain=3.29552 2.69911 0.0783484 threshold=0.10150000000000002 -0.38664499999999996 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050334022875159841 -0.00035299573316363315 3.7742388968512603e-05 -0.00051040368447862448 leaf_weight=1.7921180002485915 1.4578361882086022 115.19239273447783 1.5358800262038128 leaf_count=134 105 2527 94 internal_value=0 2.93726e-05 -0.000436474 internal_weight=0 116.985 2.99372 internal_count=2860 2661 199 is_linear=0 shrinkage=0.000439788 Tree=8339 num_leaves=4 num_cat=0 split_feature=403 133 12 split_gain=3.30654 2.74595 0.0751893 threshold=0.10150000000000002 -0.38664499999999996 0.092255000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050603898008544953 -0.00035464447370186077 3.9177045675872563e-05 -0.00051004585602264045 leaf_weight=1.7957939653115307 1.4432545565432513 115.12768606680947 1.5310218875383723 leaf_count=134 105 2527 94 internal_value=0 3.0722e-05 -0.000437381 internal_weight=0 116.923 2.97428 internal_count=2860 2661 199 is_linear=0 shrinkage=0.000439788 Tree=8340 num_leaves=3 num_cat=0 split_feature=1374 130 split_gain=3.08603 2.75287 threshold=-0.26766999999999991 -0.0015749999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019354784047589051 -0.012943811471953006 0.00052945299356609141 leaf_weight=4.071534877177327 8.2329655714420351 101.03053086307591 leaf_count=20 292 2550 internal_value=0 -0.000487836 internal_weight=0 109.263 internal_count=2862 2842 is_linear=0 shrinkage=0.0224292 Tree=8341 num_leaves=3 num_cat=0 split_feature=1374 130 split_gain=2.96477 2.63739 threshold=-0.26766999999999991 -0.0015749999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019018988385148882 -0.012684482035663129 0.00051758294177703975 leaf_weight=4.0510583458235478 8.2134661886593658 101.02998062017195 leaf_count=20 292 2550 internal_value=0 -0.000477057 internal_weight=0 109.243 internal_count=2862 2842 is_linear=0 shrinkage=0.0224292 Tree=8342 num_leaves=4 num_cat=0 split_feature=403 130 2 split_gain=2.92362 2.88763 2.40107 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.09771500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00041079271583895842 -0.00024535045211235821 4.2357039143482036e-05 0.00013111336576718409 leaf_weight=5.5360274663998998 7.2176614843338021 99.756175250846354 2.2000285622725642 leaf_count=579 166 2020 97 internal_value=0 2.29047e-05 -0.000256739 internal_weight=0 106.974 7.73606 internal_count=2862 2186 676 is_linear=0 shrinkage=0.000439788 Tree=8343 num_leaves=4 num_cat=0 split_feature=403 130 2 split_gain=2.87504 2.91065 2.3497 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.09771500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020941481267195798 -0.012660615516053766 0.0021778129409284514 0.0066216298742232471 leaf_weight=5.4341944181614954 7.1124201042548512 98.568323996229992 2.166379153750313 leaf_count=579 166 2020 97 internal_value=0 0.00117707 -0.0130883 internal_weight=0 105.681 7.60057 internal_count=2862 2186 676 is_linear=0 shrinkage=0.0224292 Tree=8344 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=2.69305 3.12566 2.88612 threshold=-0.077944999999999987 -0.082039999999999988 0.11142500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.3166731824892417e-06 0.00016721695797615501 -0.0003665999433187539 -0.00018098170343700435 leaf_weight=73.866826849963218 34.386168155513587 4.707033137934558 5.2994072441651943 leaf_count=1537 755 322 212 internal_value=0 -1.98673e-05 0.000120656 internal_weight=0 78.5739 39.6856 internal_count=2826 1859 967 is_linear=0 shrinkage=0.000439788 Tree=8345 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=2.5016 3.1869 2.88133 threshold=-0.077944999999999987 -0.082039999999999988 0.11142500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.2729540212141942e-06 0.00016571273720375441 -0.0003670346192521865 -0.00018157946545766901 leaf_weight=74.10773329256881 34.482177508059976 4.6846734529335654 5.3188914080310488 leaf_count=1537 755 322 212 internal_value=0 -1.60059e-05 0.000119237 internal_weight=0 78.7924 39.8011 internal_count=2826 1859 967 is_linear=0 shrinkage=0.000439788 Tree=8346 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=2.67015 3.05019 2.87872 threshold=-0.077944999999999987 -0.082039999999999988 0.11142500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3906408909344123e-05 0.0084986926411675188 -0.018651501140187116 -0.0092860996186252872 leaf_weight=73.338253693882507 34.153315850664512 4.6347470370965302 5.2708619263066785 leaf_count=1537 755 322 212 internal_value=0 -0.00104343 0.00611759 internal_weight=0 77.973 39.4242 internal_count=2826 1859 967 is_linear=0 shrinkage=0.0224292 Tree=8347 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=2.59649 2.91235 2.79705 threshold=-0.077944999999999987 -0.082039999999999988 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.0048290663672742e-05 5.1206321459446529e-05 -0.00037258231932649693 0.00039911348006189875 leaf_weight=73.858099174731251 34.34219209107323 4.8098589528945004 5.1206785624453905 leaf_count=1537 843 322 124 internal_value=0 -4.16878e-05 9.65217e-05 internal_weight=0 78.668 39.4629 internal_count=2826 1859 967 is_linear=0 shrinkage=0.000439788 Tree=8348 num_leaves=4 num_cat=0 split_feature=12 43 160 split_gain=3.40346 3.92924 2.30599 threshold=0.091485000000000025 -0.17307499999999998 0.087065000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.0619549946448532e-05 0.00014917941367639372 -0.00024109738850602793 -0.00013153750686094616 leaf_weight=74.573612058318758 6.5444434971632317 20.832833042870334 14.394522150647388 leaf_count=1668 112 859 257 internal_value=0 -0.000147764 2.95081e-05 internal_weight=0 27.3773 88.9681 internal_count=2896 971 1925 is_linear=0 shrinkage=0.000439788 Tree=8349 num_leaves=4 num_cat=0 split_feature=12 43 160 split_gain=3.34215 3.98037 2.31602 threshold=0.091485000000000025 -0.17307499999999998 0.087065000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030263236860098345 0.0077008594024005955 -0.012381349161944851 -0.0068209770255467216 leaf_weight=74.077631547783312 6.5198858038957068 20.656303134577684 14.322267641797223 leaf_count=1668 112 859 257 internal_value=0 -0.00756137 0.00142977 internal_weight=0 27.1762 88.3999 internal_count=2896 971 1925 is_linear=0 shrinkage=0.0224292 Tree=8350 num_leaves=4 num_cat=0 split_feature=12 43 148 split_gain=3.3212 3.73933 2.24477 threshold=0.091485000000000025 -0.17307499999999998 -0.082164999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030066227360456738 0.00014445829581714509 -0.00023516607543264728 4.4622868111101485e-05 leaf_weight=3.7830022723355787 6.5827257099226726 20.953888474590713 86.384680244405899 leaf_count=64 112 859 1861 internal_value=0 -0.000144378 3.00758e-05 internal_weight=0 27.5366 90.1677 internal_count=2896 971 1925 is_linear=0 shrinkage=0.000439788 Tree=8351 num_leaves=4 num_cat=0 split_feature=12 43 148 split_gain=3.2211 3.74211 2.2623 threshold=0.091485000000000025 -0.17307499999999998 -0.082164999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00030693288593758127 0.00014507408455356925 -0.00023614961682566312 4.2454196730493824e-05 leaf_weight=3.7229246046772451 6.5345647838830727 20.771507300940357 85.184637376021783 leaf_count=64 112 859 1861 internal_value=0 -0.000144882 2.77612e-05 internal_weight=0 27.3061 88.9076 internal_count=2896 971 1925 is_linear=0 shrinkage=0.000439788 Tree=8352 num_leaves=3 num_cat=0 split_feature=14 11 split_gain=3.82975 2.73881 threshold=0.073890000000000011 0.087830000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018431310938390913 -0.026080213858978366 -0.014362762556486643 leaf_weight=106.2435146884909 2.6625949618046425 5.4996487353928378 leaf_count=2647 94 104 internal_value=0 0.00104321 internal_weight=0 111.743 internal_count=2845 2751 is_linear=0 shrinkage=0.0224292 Tree=8353 num_leaves=3 num_cat=0 split_feature=14 12 split_gain=2.92004 2.67497 threshold=0.064610000000000015 0.11502000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.1696137860946166e-05 -0.00042701660442322599 -0.00031671459775825707 leaf_weight=107.90082983043976 2.9078454810296526 4.4183035862515672 leaf_count=2603 97 145 internal_value=0 1.79392e-05 internal_weight=0 112.319 internal_count=2845 2748 is_linear=0 shrinkage=0.000439788 Tree=8354 num_leaves=3 num_cat=0 split_feature=14 12 split_gain=2.94361 2.66894 threshold=0.064610000000000015 0.11502000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016805124366871885 -0.021899202027382943 -0.016148011526308226 leaf_weight=107.1051045953609 2.8841288437633912 4.3784881889368981 leaf_count=2603 97 145 internal_value=0 0.000977657 internal_weight=0 111.484 internal_count=2845 2748 is_linear=0 shrinkage=0.0224292 Tree=8355 num_leaves=3 num_cat=0 split_feature=14 11 split_gain=2.83936 2.59565 threshold=0.064610000000000015 0.087830000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.001735301462255147 -0.02161527370661772 -0.014063814327188159 leaf_weight=105.98602016421773 2.8570345891257594 5.4838449701201162 leaf_count=2644 97 104 internal_value=0 0.000955777 internal_weight=0 111.47 internal_count=2845 2748 is_linear=0 shrinkage=0.0224292 Tree=8356 num_leaves=4 num_cat=0 split_feature=1 15 13 split_gain=5.00897 3.08499 2.01739 threshold=0.10100500000000003 0.088235000000000022 -0.006219999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0045133775649715737 0.013799303479854653 0.0064133223003504623 0.0033125020268310128 leaf_weight=61.562375638685808 15.94258146741049 16.458932554050989 21.916499632457999 leaf_count=1529 392 608 333 internal_value=0 -0.00220734 0.00773326 internal_weight=0 78.0213 37.8591 internal_count=2862 2137 725 is_linear=0 shrinkage=0.0224292 Tree=8357 num_leaves=4 num_cat=0 split_feature=1 2 151 split_gain=4.85667 3.78383 2.00945 threshold=0.10100500000000003 0.086610000000000006 -0.15028499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017592864445403861 -0.00018721508166181879 2.7468877007823421e-05 0.00017953688243578557 leaf_weight=26.749107158326296 3.1331158385728477 52.148851348074459 35.110197447811515 leaf_count=896 43 1241 682 internal_value=0 -4.15157e-05 0.000149412 internal_weight=0 78.898 38.2433 internal_count=2862 2137 725 is_linear=0 shrinkage=0.000439788 Tree=8358 num_leaves=4 num_cat=0 split_feature=1 2 3 split_gain=4.79565 3.7291 1.97482 threshold=0.10100500000000003 0.086610000000000006 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0089980593874565661 0.012254213572745856 0.0013565609134099338 0.0019529117688582105 leaf_weight=26.461369864189692 20.610898038623418 51.563686252275147 17.156134789667703 leaf_count=896 494 1241 231 internal_value=0 -0.00215644 0.00757807 internal_weight=0 78.0251 37.767 internal_count=2862 2137 725 is_linear=0 shrinkage=0.0224292 Tree=8359 num_leaves=4 num_cat=0 split_feature=1 2 151 split_gain=4.53507 3.54167 1.97447 threshold=0.10100500000000003 0.086610000000000006 -0.15028499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017256705282487755 -0.00019225258782344282 2.4630005476159453e-05 0.00017246880095618387 leaf_weight=26.62098457726097 3.1115039788419372 51.988395612659588 35.014854486827971 leaf_count=896 43 1241 682 internal_value=0 -4.21763e-05 0.000142622 internal_weight=0 78.6094 38.1264 internal_count=2862 2137 725 is_linear=0 shrinkage=0.000439788 Tree=8360 num_leaves=4 num_cat=0 split_feature=1 484 13 split_gain=2.8825 2.96365 1.74261 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=-0.01770805991262199 0.024455069634727721 -0.00040033961293971308 0.0050294767184386963 leaf_weight=5.2203620317050072 3.2501924053613029 99.413689482401423 8.077096387598429 leaf_count=451 147 2174 126 internal_value=0 -0.00126692 0.0106351 internal_weight=0 104.634 11.3273 internal_count=2898 2625 273 is_linear=0 shrinkage=0.0224292 Tree=8361 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=2.78782 2.73598 threshold=0.087785000000000016 0.099250000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019739114257914178 -0.021510718163848683 0.0054624586944259385 leaf_weight=75.881193919367433 2.9617035682458654 37.015111206957954 leaf_count=2089 77 732 internal_value=0 0.000464749 internal_weight=0 112.896 internal_count=2898 2821 is_linear=0 shrinkage=0.0224292 Tree=8362 num_leaves=4 num_cat=0 split_feature=1 484 13 split_gain=2.71837 2.87681 1.713 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=-0.017514140550399373 0.024209292593547628 -0.00037664203849802226 0.0048292420322843324 leaf_weight=5.1658124966252208 3.1967831642687079 99.356541052384273 8.0554707988485443 leaf_count=451 147 2174 126 internal_value=0 -0.00122667 0.0103668 internal_weight=0 104.522 11.2523 internal_count=2898 2625 273 is_linear=0 shrinkage=0.0224292 Tree=8363 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=2.68907 2.64769 threshold=0.087785000000000016 0.05309500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0019484821111436068 -0.021205393750621051 0.0053664449620859107 leaf_weight=75.660266139318082 2.9391759684367562 37.075200947349003 leaf_count=2168 77 653 internal_value=0 0.000457672 internal_weight=0 112.735 internal_count=2898 2821 is_linear=0 shrinkage=0.0224292 Tree=8364 num_leaves=4 num_cat=0 split_feature=50 123 47 split_gain=2.49326 4.24449 3.81308 threshold=0.08568000000000002 0.083795000000000022 0.117025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6269071693745801e-05 -0.00036126867584799566 0.00042174372613348014 -0.00033096849231699284 leaf_weight=97.878877953367919 7.9311608768020943 1.5934524439799131 6.1224032924073972 leaf_count=2262 487 27 103 internal_value=0 -0.00022969 5.18213e-06 internal_weight=0 9.52461 104.001 internal_count=2879 514 2365 is_linear=0 shrinkage=0.000439788 Tree=8365 num_leaves=4 num_cat=0 split_feature=50 123 47 split_gain=2.53474 4.31489 3.92913 threshold=0.08568000000000002 0.083795000000000022 0.117025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.5237551538637392e-05 -0.00036526059451784263 0.0004227567873055416 -0.00033601760263369005 leaf_weight=97.98942425614041 7.9528524956003803 1.5997863980301188 6.171866205520927 leaf_count=2262 487 27 103 internal_value=0 -0.000232711 3.77445e-06 internal_weight=0 9.55264 104.161 internal_count=2879 514 2365 is_linear=0 shrinkage=0.000439788 Tree=8366 num_leaves=4 num_cat=0 split_feature=50 123 47 split_gain=2.49735 4.2009 3.8442 threshold=0.08568000000000002 0.083795000000000022 0.117025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8816460631245393e-05 -0.00035959148916281679 0.00042162805435668979 -0.00033014340328366501 leaf_weight=97.617697547097123 7.8781131820469437 1.5845307443669296 6.1137158454221199 leaf_count=2262 487 27 103 internal_value=0 -0.00022819 7.60325e-06 internal_weight=0 9.46264 103.731 internal_count=2879 514 2365 is_linear=0 shrinkage=0.000439788 Tree=8367 num_leaves=4 num_cat=0 split_feature=50 123 48 split_gain=2.47878 4.1467 3.82022 threshold=0.08568000000000002 0.083795000000000022 0.11928500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014409013906139512 -0.018440961037017881 0.021455061586446021 -0.016159200567561618 leaf_weight=96.273533917263194 7.7787495877710153 1.5586800625169415 6.6123861357136766 leaf_count=2278 487 27 87 internal_value=0 -0.011751 0.00030697 internal_weight=0 9.33743 102.886 internal_count=2879 514 2365 is_linear=0 shrinkage=0.0224292 Tree=8368 num_leaves=4 num_cat=0 split_feature=133 43 15 split_gain=3.03264 2.78928 2.33985 threshold=0.09389500000000002 0.096985000000000016 -0.031674999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040254303745956392 -0.021749286653701023 0.0094684567755755206 -0.0025658783594134957 leaf_weight=53.35982567587962 5.7207584895404571 1.9096529507296507 55.003686077792736 leaf_count=1086 459 26 1278 internal_value=0 -0.0139323 0.000679919 internal_weight=0 7.63041 108.364 internal_count=2849 485 2364 is_linear=0 shrinkage=0.0224292 Tree=8369 num_leaves=4 num_cat=0 split_feature=133 160 15 split_gain=2.96097 2.75381 2.28381 threshold=0.09389500000000002 0.104535 -0.031674999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.9103710075681201e-05 -0.00040322919729284884 0.00024356926934651776 -4.8100046145409675e-05 leaf_weight=53.74229651200767 6.0596825644606715 1.5966082786399054 55.443387772445931 leaf_count=1086 449 36 1278 internal_value=0 -0.000268078 1.45138e-05 internal_weight=0 7.65629 109.186 internal_count=2849 485 2364 is_linear=0 shrinkage=0.000439788 Tree=8370 num_leaves=4 num_cat=0 split_feature=133 160 15 split_gain=2.92352 2.73849 2.23575 threshold=0.09389500000000002 0.104535 -0.031674999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0039368816298774407 -0.020648287574321876 0.012476240112377957 -0.0025064650150995863 leaf_weight=53.346845942604887 5.9882720267924006 1.5734729961550327 55.005900539146751 leaf_count=1086 449 36 1278 internal_value=0 -0.0137416 0.000666014 internal_weight=0 7.56175 108.353 internal_count=2849 485 2364 is_linear=0 shrinkage=0.0224292 Tree=8371 num_leaves=4 num_cat=0 split_feature=133 43 15 split_gain=2.81287 2.70911 2.13726 threshold=0.09389500000000002 0.096985000000000016 -0.031674999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0038500547179135649 -0.021371905177782452 0.0094754363857561929 -0.0024505396943371657 leaf_weight=53.327077019093849 5.6015569732699069 1.9095257733715696 54.99983525490461 leaf_count=1086 459 26 1278 internal_value=0 -0.0135255 0.000651243 internal_weight=0 7.51108 108.327 internal_count=2849 485 2364 is_linear=0 shrinkage=0.0224292 Tree=8372 num_leaves=3 num_cat=0 split_feature=453 3 split_gain=3.64988 3.5825 threshold=1.0000000180025095e-35 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.004148759384757685 -0.021538219782214936 0.0041166334576261043 leaf_weight=42.904017669432505 3.7404596902488256 68.433885724005449 leaf_count=1548 76 1244 internal_value=0 0.000931402 internal_weight=0 111.338 internal_count=2868 2792 is_linear=0 shrinkage=0.0224292 Tree=8373 num_leaves=3 num_cat=0 split_feature=453 3 split_gain=3.5125 3.42579 threshold=1.0000000180025095e-35 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0040583586414712049 -0.021205982716893019 0.0040267229812925194 leaf_weight=42.876712965864499 3.7144482296716879 68.393606883981192 leaf_count=1548 76 1244 internal_value=0 0.00091107 internal_weight=0 111.27 internal_count=2868 2792 is_linear=0 shrinkage=0.0224292 Tree=8374 num_leaves=3 num_cat=0 split_feature=453 3 split_gain=3.40522 3.38953 threshold=1.0000000180025095e-35 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.8349592974196253e-05 -0.00040894501591792168 7.8745282156321913e-05 leaf_weight=43.233228633360341 3.7119363730016621 68.834257560261904 leaf_count=1548 76 1244 internal_value=0 1.81384e-05 internal_weight=0 112.067 internal_count=2868 2792 is_linear=0 shrinkage=0.000439788 Tree=8375 num_leaves=3 num_cat=0 split_feature=453 3 split_gain=3.39793 3.48385 threshold=1.0000000180025095e-35 -0.078914999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.0868287599447308e-05 -0.00040939075349260212 7.8315898769988702e-05 leaf_weight=43.278323382101007 3.717867200204636 68.902518295952177 leaf_count=1548 76 1244 internal_value=0 1.69008e-05 internal_weight=0 112.181 internal_count=2868 2792 is_linear=0 shrinkage=0.000439788 Tree=8376 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.53577 3.98305 threshold=-0.14902499999999999 -0.088014999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027215778488969049 -0.00035266787370805906 4.8147143951949807e-06 leaf_weight=8.8887291855644417 6.3791544665582469 104.24451589119235 leaf_count=87 76 2662 internal_value=0 -1.58569e-05 internal_weight=0 110.624 internal_count=2825 2738 is_linear=0 shrinkage=0.000439788 Tree=8377 num_leaves=3 num_cat=0 split_feature=15 151 split_gain=2.79183 3.19167 threshold=0.181285 0.10613500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014967381003955745 0.015829766585993752 -0.023427698755264126 leaf_weight=110.19397751641191 5.5275159333832553 2.9470404871681231 leaf_count=2726 44 55 internal_value=0 -0.000468306 internal_weight=0 113.141 internal_count=2825 2781 is_linear=0 shrinkage=0.0224292 Tree=8378 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.36695 3.88647 threshold=-0.14902499999999999 -0.088014999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026698261068967908 -0.00034737287424007967 5.825897318546228e-06 leaf_weight=8.8552009398117644 6.3752584813628337 104.49676944540624 leaf_count=87 76 2662 internal_value=0 -1.45397e-05 internal_weight=0 110.872 internal_count=2825 2738 is_linear=0 shrinkage=0.000439788 Tree=8379 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=3.3868 3.9755 threshold=-0.14902499999999999 -0.088014999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013666541227897224 -0.017985485657040161 0.00027255190461952485 leaf_weight=8.7924488007556629 6.3494647668412645 103.50588960418645 leaf_count=87 76 2662 internal_value=0 -0.000785675 internal_weight=0 109.855 internal_count=2825 2738 is_linear=0 shrinkage=0.0224292 Tree=8380 num_leaves=4 num_cat=0 split_feature=15 403 15 split_gain=2.63698 5.3678 3.63861 threshold=0.083995000000000014 -1.0000000180025095e-35 0.034800000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=4.6587751815694929e-08 -0.00044555429114973407 0.00020536641503702407 -0.00038791765451767182 leaf_weight=86.269221136135457 2.718323594639517 23.424524640577147 4.9244696999230646 leaf_count=1769 468 498 108 internal_value=0 0.000137408 -2.09803e-05 internal_weight=0 26.1428 91.1937 internal_count=2843 966 1877 is_linear=0 shrinkage=0.000439788 Tree=8381 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=2.7946 5.29713 4.64562 threshold=-0.084184999999999996 -0.083514999999999992 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.7557406757292455e-05 0.00056072656113099139 4.8669260121316872e-05 0.00030069743974862656 leaf_weight=57.03110715150433 4.2271234164218177 49.04728753706695 6.6374110828328403 leaf_count=1217 63 1433 130 internal_value=0 8.94854e-05 -4.7004e-05 internal_weight=0 53.2744 63.6685 internal_count=2843 1496 1347 is_linear=0 shrinkage=0.000439788 Tree=8382 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=2.8942 5.27932 4.6997 threshold=-0.084184999999999996 -0.083514999999999992 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0046110708065166843 0.028595911064374466 0.0024877280070873743 0.015359373168479604 leaf_weight=56.764783876746151 4.2167247528414 48.682835708139464 6.6005325825099126 leaf_count=1217 63 1433 130 internal_value=0 0.00457843 -0.00252682 internal_weight=0 52.8996 63.3653 internal_count=2843 1496 1347 is_linear=0 shrinkage=0.0224292 Tree=8383 num_leaves=4 num_cat=0 split_feature=0 0 474 split_gain=2.76558 5.0158 4.50168 threshold=-0.084184999999999996 -0.083514999999999992 0.084655000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0045080875659696071 0.027826250764572801 0.0024322348132415142 0.015066134201750696 leaf_weight=56.75974347664669 4.2364628493669434 48.677241607480028 6.578697277178434 leaf_count=1217 63 1433 130 internal_value=0 0.00447467 -0.00247107 internal_weight=0 52.9137 63.3384 internal_count=2843 1496 1347 is_linear=0 shrinkage=0.0224292 Tree=8384 num_leaves=4 num_cat=0 split_feature=0 4 157 split_gain=3.40268 5.63335 3.65485 threshold=-0.13653999999999997 0.27150500000000005 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039904693296284957 -0.00011004028163041574 0.00030938647701259325 2.4125461606762001e-05 leaf_weight=6.2855123254703384 69.260438613424412 6.7832439540688929 24.868181431251287 leaf_count=34 2226 229 345 internal_value=0 -7.25583e-05 9.9967e-05 internal_weight=0 76.0437 31.1537 internal_count=2834 2455 379 is_linear=0 shrinkage=0.000439788 Tree=8385 num_leaves=4 num_cat=0 split_feature=0 4 157 split_gain=3.2719 5.65384 3.58741 threshold=-0.13653999999999997 0.27150500000000005 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039187122325307495 -0.00010971017720607748 0.00030819952911652864 2.1316425995713752e-05 leaf_weight=6.3153344426536959 70.013325781377716 6.8576821015230953 24.994919457385549 leaf_count=34 2226 229 345 internal_value=0 -7.23611e-05 9.62513e-05 internal_weight=0 76.871 31.3103 internal_count=2834 2455 379 is_linear=0 shrinkage=0.000439788 Tree=8386 num_leaves=4 num_cat=0 split_feature=0 4 157 split_gain=3.34905 5.65889 3.65834 threshold=-0.13653999999999997 0.27150500000000005 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00039801275709702607 -0.00010989876861520543 0.00031005765071749316 2.3016882950139402e-05 leaf_weight=6.2908062703209024 69.168544995640332 6.799088918745837 24.85382724162082 leaf_count=34 2226 229 345 internal_value=0 -7.22443e-05 9.89586e-05 internal_weight=0 75.9676 31.1446 internal_count=2834 2455 379 is_linear=0 shrinkage=0.000439788 Tree=8387 num_leaves=4 num_cat=0 split_feature=47 1 0 split_gain=3.35286 5.27813 2.75834 threshold=0.088995000000000005 1.0000000180025095e-35 -0.060324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0058498894775388744 -0.016201422164776397 0.0052128968145590962 0.0031802898682735735 leaf_weight=37.253677993373458 11.916783341257544 51.896136599041711 5.3415549710625774 leaf_count=1366 276 1121 71 internal_value=0 0.000589747 -0.0102058 internal_weight=0 89.1498 17.2583 internal_count=2834 2487 347 is_linear=0 shrinkage=0.0224292 Tree=8388 num_leaves=4 num_cat=0 split_feature=4 15 14 split_gain=2.88775 3.21196 0.295922 threshold=0.50291500000000011 -0.11532999999999999 -0.45687499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020835151848322512 0.00024724498111167479 3.7099958328351901e-05 0.00047831269992597281 leaf_weight=11.446479665552031 2.0822401650802931 102.43895982178128 2.3850855143391518 leaf_count=277 50 2347 118 internal_value=0 1.23992e-05 0.000372122 internal_weight=0 113.885 4.46733 internal_count=2792 2624 168 is_linear=0 shrinkage=0.000439788 Tree=8389 num_leaves=4 num_cat=0 split_feature=4 15 14 split_gain=2.83756 3.26246 0.294092 threshold=0.50291500000000011 -0.11532999999999999 -0.45687499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010764542842764794 0.012563189648429569 0.001915870936178041 0.024418678315888318 leaf_weight=11.326871124576426 2.0399166390707251 101.68437266281944 2.3489961004015631 leaf_count=277 50 2347 118 internal_value=0 0.000643337 0.0189867 internal_weight=0 113.011 4.38891 internal_count=2792 2624 168 is_linear=0 shrinkage=0.0224292 Tree=8390 num_leaves=4 num_cat=0 split_feature=4 15 14 split_gain=2.82356 2.99654 0.291914 threshold=0.50291500000000011 -0.11532999999999999 -0.45687499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020218480361671462 0.00024583239716081067 3.5317697614818012e-05 0.00047735446617564267 leaf_weight=11.403272165198358 2.0571843346115202 102.25150489387852 2.3291314560483434 leaf_count=277 50 2347 118 internal_value=0 1.14585e-05 0.000370306 internal_weight=0 113.655 4.38632 internal_count=2792 2624 168 is_linear=0 shrinkage=0.000439788 Tree=8391 num_leaves=4 num_cat=0 split_feature=4 15 14 split_gain=2.75648 3.11348 0.297946 threshold=0.50291500000000011 -0.11532999999999999 -0.45687499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010517216185551601 0.012369118165512246 0.0018707458460102573 0.024373345107158367 leaf_weight=11.325798856385516 2.0261638390875305 101.69362099801492 2.3006351221229115 leaf_count=277 50 2347 118 internal_value=0 0.000627768 0.018831 internal_weight=0 113.019 4.3268 internal_count=2792 2624 168 is_linear=0 shrinkage=0.0224292 Tree=8392 num_leaves=3 num_cat=0 split_feature=47 40 split_gain=5.1644 3.27238 threshold=0.11926500000000002 0.095825000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.4500085082495769e-05 -0.00042864168472621416 -0.00040773732419359447 leaf_weight=106.01293413376243 5.15508033507649 3.3190720637794575 leaf_count=2712 102 56 internal_value=0 2.10059e-05 internal_weight=0 109.332 internal_count=2870 2768 is_linear=0 shrinkage=0.000439788 Tree=8393 num_leaves=3 num_cat=0 split_feature=47 40 split_gain=5.04195 3.14628 threshold=0.11926500000000002 0.095825000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2885029578898949e-05 -0.00042423359325759235 -0.00040052546382931094 leaf_weight=106.0792214012472 5.164611809552297 3.3225387505372046 leaf_count=2712 102 56 internal_value=0 1.96547e-05 internal_weight=0 109.402 internal_count=2870 2768 is_linear=0 shrinkage=0.000439788 Tree=8394 num_leaves=3 num_cat=0 split_feature=47 40 split_gain=4.83914 3.13871 threshold=0.11926500000000002 0.095825000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0208626108807608e-05 -0.00041726904217040986 -0.00040059316265054942 leaf_weight=107.20237036721846 5.1753233091003485 3.3548968311515628 leaf_count=2712 102 56 internal_value=0 1.70689e-05 internal_weight=0 110.557 internal_count=2870 2768 is_linear=0 shrinkage=0.000439788 Tree=8395 num_leaves=3 num_cat=0 split_feature=47 40 split_gain=5.13373 3.27693 threshold=0.11926500000000002 0.095825000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017163788088306964 -0.021904113878698894 -0.020899525153065548 leaf_weight=105.27265656285908 5.1263052600115762 3.3057741890370371 leaf_count=2712 102 56 internal_value=0 0.00102426 internal_weight=0 108.578 internal_count=2870 2768 is_linear=0 shrinkage=0.0224292 Tree=8396 num_leaves=4 num_cat=0 split_feature=159 2 4 split_gain=2.26504 4.0242 2.54754 threshold=0.10516000000000002 0.11284000000000001 -4.9999999999999989e-05 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.2530109240694152e-05 -0.00057339447331060595 0.00024855318694942083 -5.1099486595881494e-05 leaf_weight=65.350868832929336 3.1699768764810861 1.7898574472055768 47.731323851579873 leaf_count=1786 164 80 819 internal_value=0 -0.000276962 2.61267e-05 internal_weight=0 4.95983 113.082 internal_count=2849 244 2605 is_linear=0 shrinkage=0.000439788 Tree=8397 num_leaves=4 num_cat=0 split_feature=159 2 4 split_gain=2.32016 3.99685 2.52186 threshold=0.10516000000000002 0.11284000000000001 -4.9999999999999989e-05 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1566653121756681e-05 -0.00057426638246515409 0.00024628345183993919 -5.1543953407352684e-05 leaf_weight=65.094090446304108 3.1914311807049662 1.7736522996419806 47.674696970459991 leaf_count=1786 164 80 819 internal_value=0 -0.000281325 2.52929e-05 internal_weight=0 4.96508 112.769 internal_count=2849 244 2605 is_linear=0 shrinkage=0.000439788 Tree=8398 num_leaves=4 num_cat=0 split_feature=159 2 4 split_gain=2.27635 4.05986 2.50607 threshold=0.10516000000000002 0.11284000000000001 -4.9999999999999989e-05 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.1973856259400931e-05 -0.00057243026421484387 0.00025049666042639679 -5.0605429948210465e-05 leaf_weight=65.164900392082927 3.2029415434153625 1.7975351413624592 47.778739255112669 leaf_count=1786 164 80 819 internal_value=0 -0.000276783 2.58895e-05 internal_weight=0 5.00048 112.944 internal_count=2849 244 2605 is_linear=0 shrinkage=0.000439788 Tree=8399 num_leaves=4 num_cat=0 split_feature=159 2 4 split_gain=2.30605 3.95287 2.65646 threshold=0.10516000000000002 0.11284000000000001 -4.9999999999999989e-05 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004242240122715968 -0.029429582965613342 0.01252620832470502 -0.0027504582246206805 leaf_weight=64.597013242417233 3.1360067626446826 1.7461458946054333 47.345699734119989 leaf_count=1786 164 80 819 internal_value=0 -0.0144334 0.00128474 internal_weight=0 4.88215 111.943 internal_count=2849 244 2605 is_linear=0 shrinkage=0.0224292 Tree=8400 num_leaves=3 num_cat=0 split_feature=151 1374 split_gain=2.81979 3.18017 threshold=0.082375000000000018 -0.095439999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051598199822527999 0.00017247529536463743 -5.0201427099845639e-05 leaf_weight=2.9000585237517944 10.811777381662976 98.937223765324234 leaf_count=35 116 2668 internal_value=0 -6.35599e-05 internal_weight=0 101.837 internal_count=2819 2703 is_linear=0 shrinkage=0.000439788 Tree=8401 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.75605 3.4586 threshold=0.082375000000000018 -0.084184999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00011784172671365984 0.00018875185837500605 4.4900252049380445e-05 leaf_weight=55.29893759688639 10.921821110037852 46.464518808725188 leaf_count=1269 116 1434 internal_value=0 -4.35403e-05 internal_weight=0 101.763 internal_count=2819 2703 is_linear=0 shrinkage=0.000439788 Tree=8402 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.73261 3.57673 threshold=0.082375000000000018 -0.084184999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0062074999320382582 0.0095008548288998702 0.0022779267244913011 leaf_weight=54.762309374669712 10.849739177327136 45.938234241224563 leaf_count=1269 116 1434 internal_value=0 -0.00233686 internal_weight=0 100.701 internal_count=2819 2703 is_linear=0 shrinkage=0.0224292 Tree=8403 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.40691 3.81199 threshold=-0.50052499999999989 -0.084184999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031574121560844269 -7.804427896484077e-05 8.9090068300139201e-05 leaf_weight=5.0744991670944719 61.517517500777103 46.198765683006059 leaf_count=119 1335 1365 internal_value=0 -6.35843e-06 internal_weight=0 107.716 internal_count=2819 2700 is_linear=0 shrinkage=0.000439788 Tree=8404 num_leaves=4 num_cat=0 split_feature=401 38 1 split_gain=2.59985 2.37551 0.360752 threshold=0.085435000000000011 1.0000000180025095e-35 0.091145000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9264578445868198e-05 -0.00047124179433077315 -0.00034664453895280947 -0.00017909917197046795 leaf_weight=106.39055710593857 1.9806159423642378 2.9953920762927728 1.4435246865323277 leaf_count=2550 180 67 57 internal_value=0 3.83645e-05 -0.000349758 internal_weight=0 109.386 3.42414 internal_count=2854 2617 237 is_linear=0 shrinkage=0.000439788 Tree=8405 num_leaves=4 num_cat=0 split_feature=401 38 1 split_gain=2.55189 2.3777 0.350927 threshold=0.085435000000000011 1.0000000180025095e-35 0.09091500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024860109743534663 -0.024047942288391425 -0.017782746923452181 -0.0092718158270693359 leaf_weight=105.65939291725226 1.9328438680058746 2.9751720792482947 1.4437731190992051 leaf_count=2550 179 67 58 internal_value=0 0.00192788 -0.0178176 internal_weight=0 108.635 3.37662 internal_count=2854 2617 237 is_linear=0 shrinkage=0.0224292 Tree=8406 num_leaves=4 num_cat=0 split_feature=401 52 1 split_gain=2.49018 2.29205 0.36581 threshold=0.085435000000000011 -0.53320999999999985 0.09091500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045706766051183638 -0.00047094379296100131 4.5371844435687218e-05 -0.00017566900081752445 leaf_weight=1.7662459946332081 1.9198369060941325 107.51466710018394 1.4551457510387988 leaf_count=168 179 2449 58 internal_value=0 3.71728e-05 -0.000345338 internal_weight=0 109.281 3.37498 internal_count=2854 2617 237 is_linear=0 shrinkage=0.000439788 Tree=8407 num_leaves=4 num_cat=0 split_feature=401 38 1 split_gain=2.46538 2.27466 0.355062 threshold=0.085435000000000011 1.0000000180025095e-35 0.09091500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024298101538423739 -0.024008004063839974 -0.017407114351437571 -0.0090785621383653679 leaf_weight=105.65931083978649 1.8928173706735827 2.971383688527566 1.4411270207347113 leaf_count=2550 179 67 58 internal_value=0 0.00188425 -0.0176431 internal_weight=0 108.631 3.33394 internal_count=2854 2617 237 is_linear=0 shrinkage=0.0224292 Tree=8408 num_leaves=3 num_cat=0 split_feature=9 13 split_gain=2.24634 2.26841 threshold=0.084755000000000011 -0.53230999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021125715383961081 -0.014137162720937776 0.00032497437565042923 leaf_weight=2.5194005686207666 6.093452615039495 107.78536306143633 leaf_count=35 83 2731 internal_value=0 -0.000168538 internal_weight=0 110.305 internal_count=2849 2766 is_linear=0 shrinkage=0.0224292 Tree=8409 num_leaves=3 num_cat=0 split_feature=9 40 split_gain=2.09415 2.23707 threshold=0.084755000000000011 0.095825000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.5378829116263508e-06 -0.0002662218988078506 -0.00034285976800129753 leaf_weight=107.78904228529609 6.1448754839675521 3.6026745423077946 leaf_count=2715 83 51 internal_value=0 -2.88396e-06 internal_weight=0 111.392 internal_count=2849 2766 is_linear=0 shrinkage=0.000439788 Tree=8410 num_leaves=4 num_cat=0 split_feature=52 15 52 split_gain=2.07152 3.93201 3.28921 threshold=0.14114500000000005 -0.032684999999999992 0.11410000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.3816106985166616e-05 0.00037556687794701671 -0.0001225989733065572 -0.00049096647395957429 leaf_weight=101.85487851458856 6.8369262212190733 5.5280536570262466 2.9820989349609581 leaf_count=2372 178 192 107 internal_value=0 0.000153004 -3.71912e-05 internal_weight=0 12.365 104.837 internal_count=2849 370 2479 is_linear=0 shrinkage=0.000439788 Tree=8411 num_leaves=3 num_cat=0 split_feature=9 16 split_gain=2.09965 2.29405 threshold=0.084755000000000011 0.3935300000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.1589543838082581e-05 -0.00026789167639886999 -0.00025410571168544172 leaf_weight=104.90411654055242 6.1502348367212099 6.6666657915593523 leaf_count=2494 83 272 internal_value=0 -4.32724e-06 internal_weight=0 111.571 internal_count=2849 2766 is_linear=0 shrinkage=0.000439788 Tree=8412 num_leaves=3 num_cat=0 split_feature=1429 151 split_gain=4.27001 2.56521 threshold=-1.0000000180025095e-35 -0.16267499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056172812827212973 -0.00031460291235123534 3.5970588009082658e-05 leaf_weight=2.451930322646148 4.1758943184358932 107.1864319099368 leaf_count=145 98 2600 internal_value=0 2.2773e-05 internal_weight=0 111.362 internal_count=2843 2698 is_linear=0 shrinkage=0.000439788 Tree=8413 num_leaves=3 num_cat=0 split_feature=1429 50 split_gain=4.26485 2.79302 threshold=-1.0000000180025095e-35 0.086500000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00056113581691870221 4.0750170988926795e-05 -0.00022698506086022167 leaf_weight=2.4666025091155452 103.68863366314508 8.1077636761237937 leaf_count=145 2207 491 internal_value=0 2.12979e-05 internal_weight=0 111.796 internal_count=2843 2698 is_linear=0 shrinkage=0.000439788 Tree=8414 num_leaves=4 num_cat=0 split_feature=156 50 160 split_gain=3.12981 3.10303 2.1618 threshold=0.090040000000000023 0.086500000000000007 -0.080409999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9000511437604173e-05 -0.00071107776586821245 -0.00023231447771653239 -0.00013236857327943326 leaf_weight=99.87549223480346 1.7058888256433418 8.1879900475760206 4.5644889846334982 leaf_count=2075 61 493 214 internal_value=0 2.76479e-05 -0.00029149 internal_weight=0 108.063 6.27038 internal_count=2843 2568 275 is_linear=0 shrinkage=0.000439788 Tree=8415 num_leaves=4 num_cat=0 split_feature=156 50 160 split_gain=3.14557 3.02752 2.15326 threshold=0.090040000000000023 0.086500000000000007 -0.080409999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8240786216173788e-05 -0.00071274593174639985 -0.00022951926027525225 -0.00013448169812980344 leaf_weight=99.944335061771199 1.6982610279737853 8.1946421410721069 4.5787972025245827 leaf_count=2075 61 493 214 internal_value=0 2.71557e-05 -0.000292618 internal_weight=0 108.139 6.27706 internal_count=2843 2568 275 is_linear=0 shrinkage=0.000439788 Tree=8416 num_leaves=4 num_cat=0 split_feature=457 403 151 split_gain=3.5189 2.28841 2.252 threshold=0.069705000000000003 0.03138500000000001 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.2613155553117172e-05 -2.1408679633896052e-05 0.00013361425085452934 0.00028799673496170407 leaf_weight=81.103234573980444 7.3111852667188968 13.374240928042125 12.016827028011901 leaf_count=2249 134 317 104 internal_value=0 -3.48138e-05 0.000171053 internal_weight=0 94.4775 19.328 internal_count=2804 2566 238 is_linear=0 shrinkage=0.000439788 Tree=8417 num_leaves=4 num_cat=0 split_feature=457 403 151 split_gain=3.22535 2.40425 2.21757 threshold=0.069705000000000003 0.03138500000000001 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032346647745482072 -0.0014413316128659686 0.0070601828429008723 0.014299435133308424 leaf_weight=80.303624775286153 7.244662647719454 13.283769093481167 11.862308317358837 leaf_count=2249 134 317 104 internal_value=0 -0.00177227 0.00833563 internal_weight=0 93.5874 19.107 internal_count=2804 2566 238 is_linear=0 shrinkage=0.0224292 Tree=8418 num_leaves=4 num_cat=0 split_feature=457 12 151 split_gain=3.08903 2.32791 2.13221 threshold=0.069705000000000003 0.097325000000000009 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.003426746706595379 -0.0014089280854654757 0.0056492189727767516 0.01403737332045513 leaf_weight=76.127106072959577 7.2454809107330247 17.462779232912908 11.813647663657319 leaf_count=2096 134 470 104 internal_value=0 -0.00173247 0.0081698 internal_weight=0 93.5899 19.0591 internal_count=2804 2566 238 is_linear=0 shrinkage=0.0224292 Tree=8419 num_leaves=4 num_cat=0 split_feature=457 12 151 split_gain=2.88597 2.29002 2.00559 threshold=0.069705000000000003 0.097325000000000009 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.6459210176948648e-05 -2.7448801423311e-05 0.00010923182713955213 0.00026529423063472769 leaf_weight=76.972858366912988 7.3213093432896157 17.618092330178115 11.824089626607018 leaf_count=2096 134 470 104 internal_value=0 -3.37203e-05 0.000153432 internal_weight=0 94.591 19.1454 internal_count=2804 2566 238 is_linear=0 shrinkage=0.000439788 Tree=8420 num_leaves=3 num_cat=0 split_feature=454 150 split_gain=2.22936 2.7093 threshold=0.088225000000000012 -0.18357499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00044344765987605508 -0.00032629728490026605 3.8962432864482293e-05 leaf_weight=3.2789767077192655 3.0990127235418177 111.30610380798225 leaf_count=21 36 2805 internal_value=0 5.06092e-05 internal_weight=0 114.585 internal_count=2862 2826 is_linear=0 shrinkage=0.000439788 Tree=8421 num_leaves=3 num_cat=0 split_feature=454 150 split_gain=2.24209 2.70537 threshold=0.088225000000000012 -0.18357499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.022746691057948257 -0.016698664666115047 0.0020660409604824088 leaf_weight=3.2578028384596101 3.0719987230841062 110.46586353073599 leaf_count=21 36 2805 internal_value=0 0.00266219 internal_weight=0 113.724 internal_count=2862 2826 is_linear=0 shrinkage=0.0224292 Tree=8422 num_leaves=3 num_cat=0 split_feature=51 454 split_gain=2.33981 2.19678 threshold=-0.41122499999999995 0.088225000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047576589906781408 5.9103887370334059e-05 -0.00031680537480916317 leaf_weight=1.646623353815811 113.87578157389726 3.0696109586860976 leaf_count=100 2727 35 internal_value=0 4.91868e-05 internal_weight=0 116.945 internal_count=2862 2762 is_linear=0 shrinkage=0.000439788 Tree=8423 num_leaves=4 num_cat=0 split_feature=484 150 148 split_gain=2.23105 3.91664 2.38165 threshold=-0.0048899999999999994 0.094545000000000018 -0.082164999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00041520410938520767 -0.00031489224980980467 0.00031618513406200669 6.8004181146350356e-05 leaf_weight=4.8317619885056038 3.2175756829419688 1.9838073467253705 107.87591624819288 leaf_count=427 75 17 2343 internal_value=0 -0.00020203 5.68622e-05 internal_weight=0 6.81557 111.093 internal_count=2862 444 2418 is_linear=0 shrinkage=0.000439788 Tree=8424 num_leaves=4 num_cat=0 split_feature=0 160 3 split_gain=2.60323 2.97377 1.26237 threshold=0.062580000000000011 -1.0000000180025095e-35 -0.040889999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090669473363038464 0.0029867690483559362 0.00026922208745983777 0.018228487750316592 leaf_weight=21.931005467637988 6.2497407895825745 78.695603889946142 4.8526303472317505 leaf_count=836 114 1811 45 internal_value=0 -0.00176688 0.00966848 internal_weight=0 100.627 11.1024 internal_count=2806 2647 159 is_linear=0 shrinkage=0.0224292 Tree=8425 num_leaves=4 num_cat=0 split_feature=0 160 3 split_gain=2.55104 2.87245 1.25724 threshold=0.062580000000000011 -1.0000000180025095e-35 -0.040889999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017510540427243058 5.6783191723762532e-05 4.1334801927027642e-06 0.00035466176649522497 leaf_weight=22.09969998678298 6.3055900955187099 79.262644496904613 4.8401077094749763 leaf_count=836 114 1811 45 internal_value=0 -3.4971e-05 0.000186525 internal_weight=0 101.362 11.1457 internal_count=2806 2647 159 is_linear=0 shrinkage=0.000439788 Tree=8426 num_leaves=4 num_cat=0 split_feature=0 129 3 split_gain=2.49852 2.83847 1.23219 threshold=0.062580000000000011 0.086720000000000005 -0.040889999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0026827820171497958 0.0029200812185868619 0.013130394913284431 0.018029478515485357 leaf_weight=94.549419036001382 6.246972468426975 6.0586419187111451 4.7960276619414781 leaf_count=2463 114 184 45 internal_value=0 -0.0017282 0.00950196 internal_weight=0 100.608 11.043 internal_count=2806 2647 159 is_linear=0 shrinkage=0.0224292 Tree=8427 num_leaves=4 num_cat=0 split_feature=0 160 3 split_gain=2.39868 2.84545 1.20251 threshold=0.062580000000000011 -1.0000000180025095e-35 -0.040889999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088395827587155352 0.0028565172290733725 0.000300172564227497 0.01783340126046342 leaf_weight=21.885763287424197 6.2432177336268069 78.706109756340084 4.7408425289468124 leaf_count=836 114 1811 45 internal_value=0 -0.00168966 0.00934043 internal_weight=0 100.592 10.9841 internal_count=2806 2647 159 is_linear=0 shrinkage=0.0224292 Tree=8428 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=2.1852 2.52226 threshold=-0.28298999999999996 -0.093054999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012831593429510917 0.015840465334362251 0.0014777507148423124 leaf_weight=4.9628979902408892 6.5393677543779622 99.119054968632554 leaf_count=133 191 2501 internal_value=0 0.00236938 internal_weight=0 105.658 internal_count=2825 2692 is_linear=0 shrinkage=0.0224292 Tree=8429 num_leaves=3 num_cat=0 split_feature=43 42 split_gain=2.09437 2.4172 threshold=-0.28298999999999996 -0.093054999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.012590691686232952 0.01551881991111103 0.0014446685767990082 leaf_weight=4.9449815188254425 6.5257429739303907 99.115233474261913 leaf_count=133 191 2501 internal_value=0 0.00231672 internal_weight=0 105.641 internal_count=2825 2692 is_linear=0 shrinkage=0.0224292 Tree=8430 num_leaves=4 num_cat=0 split_feature=15 15 9 split_gain=2.13276 4.93243 4.41745 threshold=-0.0070899999999999991 -0.031674999999999995 0.037245000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6604306187695399e-05 0.00012374061504030818 -0.00039942027639565918 -0.00041759310114927923 leaf_weight=50.882733424770777 51.507499921375711 6.1623984551843014 3.0720263898838303 leaf_count=1259 1324 202 40 internal_value=0 -2.84561e-05 9.31361e-05 internal_weight=0 57.0451 54.5795 internal_count=2825 1461 1364 is_linear=0 shrinkage=0.000439788 Tree=8431 num_leaves=4 num_cat=0 split_feature=15 15 9 split_gain=2.16682 4.98246 4.41218 threshold=-0.0070899999999999991 -0.031674999999999995 0.037245000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00086516460317026869 0.0063866450027633519 -0.020521112224713117 -0.021290408971006425 leaf_weight=50.341315085452152 51.045375850462733 6.1304773604715583 3.053494870197027 leaf_count=1259 1324 202 40 internal_value=0 -0.00146264 0.00481751 internal_weight=0 56.4718 54.0989 internal_count=2825 1461 1364 is_linear=0 shrinkage=0.0224292 Tree=8432 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=3.51942 2.12536 threshold=-1.0000000180025095e-35 0.077020000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052507663825647781 -6.8635640105629806e-05 5.7788775507879657e-05 leaf_weight=2.3875024985281916 40.080658606811994 71.700081011193106 leaf_count=141 1411 1310 internal_value=0 1.24534e-05 internal_weight=0 111.781 internal_count=2862 2721 is_linear=0 shrinkage=0.000439788 Tree=8433 num_leaves=3 num_cat=0 split_feature=45 3 split_gain=2.65867 3.29558 threshold=0.08179500000000002 0.28833000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.1082030640491561e-05 -0.02152653164351263 0.022991645802565686 leaf_weight=106.64885316078471 2.7870736739714621 3.1860269738717752 leaf_count=2702 53 107 internal_value=0 0.000582368 internal_weight=0 109.835 internal_count=2862 2809 is_linear=0 shrinkage=0.0224292 Tree=8434 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=3.50003 2.01573 threshold=-1.0000000180025095e-35 0.077020000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052592720065143864 -6.6751366376245394e-05 5.6538975623236394e-05 leaf_weight=2.367501934631945 39.969145075057895 71.506613742807531 leaf_count=141 1411 1310 internal_value=0 1.23299e-05 internal_weight=0 111.476 internal_count=2862 2721 is_linear=0 shrinkage=0.000439788 Tree=8435 num_leaves=3 num_cat=0 split_feature=1429 1 split_gain=3.55018 2.09787 threshold=-1.0000000180025095e-35 0.077020000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052417371739837894 -6.7812416340392291e-05 5.7755358639403187e-05 leaf_weight=2.4142043745523543 40.074544177506141 71.835885139727907 leaf_count=141 1411 1310 internal_value=0 1.27863e-05 internal_weight=0 111.91 internal_count=2862 2721 is_linear=0 shrinkage=0.000439788 Tree=8436 num_leaves=4 num_cat=0 split_feature=1 4 132 split_gain=3.64548 3.72179 2.77354 threshold=0.087515000000000023 0.19597000000000001 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5296528037605198e-05 4.7812210947440609e-05 -0.00057389256196190409 0.00039670953251418349 leaf_weight=46.748588509224646 59.807422941006735 2.820555265308939 4.7391601809213162 leaf_count=1556 1064 71 120 internal_value=0 -8.5015e-05 7.35388e-05 internal_weight=0 49.5691 64.5466 internal_count=2811 1627 1184 is_linear=0 shrinkage=0.000439788 Tree=8437 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=3.53745 5.7419 2.82251 threshold=0.087515000000000023 -0.084074999999999997 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012628704491445772 0.0023537703495754335 0.0027329165851080906 0.020428866978090116 leaf_weight=22.599230537366566 59.218517530855024 26.667433164731847 4.6720613726574802 leaf_count=838 1064 789 120 internal_value=0 -0.00431581 0.00368124 internal_weight=0 49.2667 63.8906 internal_count=2811 1627 1184 is_linear=0 shrinkage=0.0224292 Tree=8438 num_leaves=4 num_cat=0 split_feature=1 0 132 split_gain=3.38687 5.51693 2.73985 threshold=0.087515000000000023 -0.084074999999999997 0.08018500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012405573925044716 0.0023016849722631411 0.002671767733577894 0.020205018678361171 leaf_weight=22.491285214423442 59.20094221501131 26.666401667533137 4.6186892269070077 leaf_count=838 1064 789 120 internal_value=0 -0.00422876 0.00360302 internal_weight=0 49.1577 63.8196 internal_count=2811 1627 1184 is_linear=0 shrinkage=0.0224292 Tree=8439 num_leaves=3 num_cat=0 split_feature=160 4 split_gain=2.49807 1.99431 threshold=-0.25833999999999996 0.51014500000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045641306471383224 4.0149359487931657e-06 0.00037048013311002172 leaf_weight=2.21084773306029 108.87286725996091 2.9309483412362161 leaf_count=227 2446 138 internal_value=0 1.36835e-05 internal_weight=0 111.804 internal_count=2811 2584 is_linear=0 shrinkage=0.000439788 Tree=8440 num_leaves=4 num_cat=0 split_feature=11 13 16 split_gain=2.90522 2.52805 2.31179 threshold=0.08184000000000001 -0.094744999999999982 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0090383263430981291 -0.00012682520069442547 0.00053057685412949147 -0.02579813507972949 leaf_weight=22.15406004986653 3.6460475383209996 84.659247772977324 3.4013896488122546 leaf_count=322 46 2342 116 internal_value=0 0.00229646 -0.0125531 internal_weight=0 106.813 7.04744 internal_count=2826 2664 162 is_linear=0 shrinkage=0.0224292 Tree=8441 num_leaves=4 num_cat=0 split_feature=11 13 16 split_gain=2.79473 2.42564 2.26517 threshold=0.08184000000000001 -0.094744999999999982 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0088619525385899116 -0.00012398919189863635 0.00051867033199979652 -0.02564239528688575 leaf_weight=22.08931185286383 3.646231159218587 84.660673525847415 3.3460366380768383 leaf_count=322 46 2342 116 internal_value=0 0.00224639 -0.012372 internal_weight=0 106.75 6.99227 internal_count=2826 2664 162 is_linear=0 shrinkage=0.0224292 Tree=8442 num_leaves=4 num_cat=0 split_feature=11 13 16 split_gain=2.6882 2.32714 2.21889 threshold=0.08184000000000001 -0.094744999999999982 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.008688399924762202 -0.00012121703527929419 0.00050703120832447152 -0.025484192536121626 leaf_weight=22.026311813368011 3.6464107141364366 84.662072545192132 3.292023500565846 leaf_count=322 46 2342 116 internal_value=0 0.00219737 -0.0121919 internal_weight=0 106.688 6.93843 internal_count=2826 2664 162 is_linear=0 shrinkage=0.0224292 Tree=8443 num_leaves=4 num_cat=0 split_feature=12 3 16 split_gain=2.54101 5.11523 3.06955 threshold=0.092355000000000007 0.10805000000000002 -0.082914999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015357871156651093 -0.00019721616887912063 0.00028479252911978582 -1.1115374061524e-05 leaf_weight=38.900686491235319 20.274821236381289 5.3713257534545837 50.0115945894795 leaf_count=784 832 26 1184 internal_value=0 -9.61276e-05 6.09587e-05 internal_weight=0 25.6461 88.9123 internal_count=2826 858 1968 is_linear=0 shrinkage=0.000439788 Tree=8444 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=4.71387 2.51698 threshold=-0.50052499999999989 -0.12394999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043695753404302928 -0.00032649384124979044 3.9381530131605235e-05 leaf_weight=4.379082078812643 3.7434469376676125 108.76266358047997 leaf_count=128 91 2664 internal_value=0 2.71543e-05 internal_weight=0 112.506 internal_count=2883 2755 is_linear=0 shrinkage=0.000439788 Tree=8445 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=4.71816 2.54959 threshold=-0.50052499999999989 -0.12394999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044022081405160229 -0.00033140474025846676 3.6872654157310936e-05 leaf_weight=4.3704237153870045 3.7427441612817338 108.63275805512421 leaf_count=128 91 2664 internal_value=0 2.45527e-05 internal_weight=0 112.376 internal_count=2883 2755 is_linear=0 shrinkage=0.000439788 Tree=8446 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=4.7317 2.61464 threshold=-0.50052499999999989 -0.12394999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022532978993923439 -0.01714961979801196 0.0019335660169232508 leaf_weight=4.3368988836882627 3.7179773744574041 107.91482747928512 leaf_count=128 91 2664 internal_value=0 0.00129517 internal_weight=0 111.633 internal_count=2883 2755 is_linear=0 shrinkage=0.0224292 Tree=8447 num_leaves=3 num_cat=0 split_feature=4 12 split_gain=4.54287 2.49778 threshold=-0.50052499999999989 -0.12394999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022134516299824478 -0.016755570173469857 0.0018902348658256911 leaf_weight=4.3165247911238103 3.720483353959934 107.91315853988908 leaf_count=128 91 2664 internal_value=0 0.00126606 internal_weight=0 111.634 internal_count=2883 2755 is_linear=0 shrinkage=0.0224292 Tree=8448 num_leaves=4 num_cat=0 split_feature=150 1373 151 split_gain=2.78864 5.33699 2.40293 threshold=0.083205000000000015 0.087970000000000007 -0.056409999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.0246274087679777e-05 0.00027813189225921653 0.00052780774015207953 -5.4556839033404156e-06 leaf_weight=85.242160950683683 11.183741481489053 3.0743348023388526 11.935011123707225 leaf_count=2421 218 22 135 internal_value=0 -3.96662e-05 0.000131847 internal_weight=0 88.3165 23.1188 internal_count=2796 2443 353 is_linear=0 shrinkage=0.000439788 Tree=8449 num_leaves=3 num_cat=0 split_feature=133 1456 split_gain=2.79685 2.52176 threshold=-0.24395999999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024143755998977719 -0.019964044768907046 0.00087403978650402831 leaf_weight=2.3886519663228674 2.9857253716227197 105.44385711844006 leaf_count=171 269 2356 internal_value=0 0.000296827 internal_weight=0 108.43 internal_count=2796 2625 is_linear=0 shrinkage=0.0224292 Tree=8450 num_leaves=4 num_cat=0 split_feature=150 1373 15 split_gain=2.72597 5.31333 4.36076 threshold=0.083205000000000015 0.087970000000000007 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0030813893108550313 0.026205923730068793 0.026901499267970589 0.0017657508297979562 leaf_weight=84.712790235402281 4.5704015481787819 3.0624978069681665 18.401067994967889 leaf_count=2421 45 22 308 internal_value=0 -0.00202966 0.00664609 internal_weight=0 87.7753 22.9715 internal_count=2796 2443 353 is_linear=0 shrinkage=0.0224292 Tree=8451 num_leaves=3 num_cat=0 split_feature=133 52 split_gain=2.70259 2.44889 threshold=-0.24395999999999998 0.084845000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023912009613286152 0.0019283774831914745 -0.0066665243798353212 leaf_weight=2.3519725305795864 87.715887322960043 20.571833637616692 leaf_count=171 1816 809 internal_value=0 0.000294684 internal_weight=0 108.288 internal_count=2796 2625 is_linear=0 shrinkage=0.0224292 Tree=8452 num_leaves=4 num_cat=0 split_feature=51 16 15 split_gain=2.83253 4.06438 2.30076 threshold=0.053845000000000011 -0.095524999999999985 -0.26248499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01148198183903212 0.016264869489634248 -0.0022476851038714836 -0.0045705370418447269 leaf_weight=4.7387825368350596 9.6842648477431812 15.480094003118209 80.59799589396971 leaf_count=187 125 307 2233 internal_value=0 0.00488362 -0.00367677 internal_weight=0 25.1644 85.3368 internal_count=2852 432 2420 is_linear=0 shrinkage=0.0224292 Tree=8453 num_leaves=4 num_cat=0 split_feature=12 15 394 split_gain=2.758 3.52211 3.18448 threshold=1.0000000180025095e-35 0.029300000000000003 -0.078964999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041580893396794888 0.014030654181995223 -0.014404672489123046 -0.0064506711828591712 leaf_weight=45.98616221204793 4.0885618355241595 5.7704638349241568 54.561144176505877 leaf_count=675 135 75 1967 internal_value=0 0.00208394 -0.00501878 internal_weight=0 51.7566 58.6497 internal_count=2852 750 2102 is_linear=0 shrinkage=0.0224292 Tree=8454 num_leaves=4 num_cat=0 split_feature=51 16 15 split_gain=2.68228 3.89789 2.18263 threshold=0.053845000000000011 -0.095524999999999985 -0.26248499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011282602505619478 0.015957585581092438 -0.0021949382161361541 -0.0044200759869340717 leaf_weight=4.6958013692965315 9.6494083020061243 15.46668245938872 80.490878043281555 leaf_count=187 125 307 2233 internal_value=0 0.00478594 -0.00355215 internal_weight=0 25.1161 85.1867 internal_count=2852 432 2420 is_linear=0 shrinkage=0.0224292 Tree=8455 num_leaves=4 num_cat=0 split_feature=12 15 394 split_gain=2.58729 3.36102 3.05186 threshold=1.0000000180025095e-35 0.029300000000000003 -0.078964999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0040685882711153807 0.01380613351458743 -0.014070688192690854 -0.0062498870806555178 leaf_weight=45.911693988842671 4.0866640010208348 5.7673473058093796 54.445823067559104 leaf_count=675 135 75 1967 internal_value=0 0.00203981 -0.00484556 internal_weight=0 51.679 58.5325 internal_count=2852 750 2102 is_linear=0 shrinkage=0.0224292 Tree=8456 num_leaves=4 num_cat=0 split_feature=51 403 51 split_gain=2.73458 2.4915 0.352032 threshold=0.12566000000000002 0.092300000000000007 0.14560000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.8997474775428889e-05 0.00038760235534494858 0.00023971787076256594 0.00018108007035019021 leaf_weight=95.304753511067247 3.2006939804559797 7.1570007859463649 3.2916391499893507 leaf_count=2445 51 219 85 internal_value=0 -1.01864e-05 0.000283733 internal_weight=0 102.462 6.49233 internal_count=2800 2664 136 is_linear=0 shrinkage=0.000439788 Tree=8457 num_leaves=4 num_cat=0 split_feature=1 403 150 split_gain=3.96384 3.97009 1.97456 threshold=0.10060500000000001 0.092300000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043824427715298967 -0.0099689222676964725 0.013680662378039684 0.0080327275251657962 leaf_weight=64.514489346978735 3.3576523062074548 6.7441931531393484 33.500112791618449 leaf_count=1900 59 197 644 internal_value=0 -0.00266968 0.00638851 internal_weight=0 71.2587 36.8578 internal_count=2800 2097 703 is_linear=0 shrinkage=0.0224292 Tree=8458 num_leaves=4 num_cat=0 split_feature=1 403 150 split_gain=3.79491 3.79134 1.89091 threshold=0.10060500000000001 0.092300000000000007 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0042869364640764447 -0.0097426456454706416 0.013351934199486881 0.0078724217133091141 leaf_weight=64.473424352358052 3.359004484023898 6.7555850454500606 33.416935252000258 leaf_count=1900 59 197 644 internal_value=0 -0.00261088 0.00625929 internal_weight=0 71.229 36.7759 internal_count=2800 2097 703 is_linear=0 shrinkage=0.0224292 Tree=8459 num_leaves=4 num_cat=0 split_feature=51 403 51 split_gain=2.71877 2.16536 0.317381 threshold=0.12566000000000002 0.092300000000000007 0.14560000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.6905285717363594e-05 0.00037934199482710259 0.00022362647597524361 0.00018497194511949038 leaf_weight=95.526340752721808 3.2413327456051766 7.1544835318418327 3.3818591919789469 leaf_count=2445 51 219 85 internal_value=0 -9.41068e-06 0.000280912 internal_weight=0 102.681 6.62319 internal_count=2800 2664 136 is_linear=0 shrinkage=0.000439788 Tree=8460 num_leaves=3 num_cat=0 split_feature=1429 1374 split_gain=3.66678 2.48868 threshold=-1.0000000180025095e-35 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051911899722145499 4.8776961511291283e-05 -0.00034077133681503416 leaf_weight=2.3134195221937253 112.65662806645469 3.2449895249665124 leaf_count=135 2693 82 internal_value=0 3.78161e-05 internal_weight=0 115.902 internal_count=2910 2775 is_linear=0 shrinkage=0.000439788 Tree=8461 num_leaves=3 num_cat=0 split_feature=1429 1374 split_gain=3.67832 2.53413 threshold=-1.0000000180025095e-35 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051934017711812157 4.6245565207208478e-05 -0.00034558496206218661 leaf_weight=2.3422672978176697 112.44556728314092 3.2667568921096963 leaf_count=135 2693 82 internal_value=0 3.51283e-05 internal_weight=0 115.712 internal_count=2910 2775 is_linear=0 shrinkage=0.000439788 Tree=8462 num_leaves=3 num_cat=0 split_feature=151 151 split_gain=2.49848 3.97413 threshold=0.087785000000000016 0.056555000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5275845860815355e-05 0.000257412985604134 -0.00038358351725736157 leaf_weight=104.88989363228302 8.2952663377509435 4.7898212958825743 leaf_count=2769 99 42 internal_value=0 7.3569e-06 internal_weight=0 109.68 internal_count=2910 2811 is_linear=0 shrinkage=0.000439788 Tree=8463 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=2.3452 2.28744 threshold=0.087785000000000016 -0.53320999999999985 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045651947508591257 -0.00034260580548457271 4.3039133534041428e-05 leaf_weight=1.782140548704773 3.2496841968968502 112.73633721630176 leaf_count=166 82 2662 internal_value=0 3.51902e-05 internal_weight=0 114.518 internal_count=2910 2828 is_linear=0 shrinkage=0.000439788 Tree=8464 num_leaves=4 num_cat=0 split_feature=3 13 49 split_gain=2.73523 3.4732 2.7023 threshold=-0.10072999999999999 -0.4706749999999999 -0.022974999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00035105234734833155 0.00027041148046590553 -7.1270383019990074e-05 1.9995076129481294e-05 leaf_weight=7.0592506723478463 6.1813859763460632 79.968650030717981 14.623787830751096 leaf_count=65 76 2326 325 internal_value=0 -4.66997e-05 0.00012799 internal_weight=0 86.15 21.683 internal_count=2792 2402 390 is_linear=0 shrinkage=0.000439788 Tree=8465 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.67723 3.37893 threshold=-0.4706749999999999 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013764960098756843 0.0064384141750445526 -0.0036086332557954503 leaf_weight=6.1389531283493843 21.374561249998806 79.095734260976315 leaf_count=76 390 2326 internal_value=0 -0.00147036 internal_weight=0 100.47 internal_count=2792 2716 is_linear=0 shrinkage=0.0224292 Tree=8466 num_leaves=4 num_cat=0 split_feature=3 15 49 split_gain=2.55656 3.46151 2.71312 threshold=-0.10072999999999999 0.083995000000000014 -0.022974999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00034902252206705814 -9.4940730317941168e-05 0.00011059246752968963 1.6198611553134068e-05 leaf_weight=7.0024632879740265 64.973340001432007 20.942041299827906 14.567827219902027 leaf_count=65 1537 865 325 internal_value=0 -4.48282e-05 0.000124458 internal_weight=0 85.9154 21.5703 internal_count=2792 2402 390 is_linear=0 shrinkage=0.000439788 Tree=8467 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.67514 3.20684 threshold=-0.4706749999999999 -0.10072999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00025483486153787989 0.00010392895906943507 -8.796302504775056e-05 leaf_weight=5.9730855559464535 21.31726591773986 80.01315708178663 leaf_count=76 390 2326 internal_value=0 -4.7582e-05 internal_weight=0 101.33 internal_count=2792 2716 is_linear=0 shrinkage=0.000439788 Tree=8468 num_leaves=4 num_cat=0 split_feature=3 403 11 split_gain=3.45989 2.83828 2.04756 threshold=-0.15490999999999996 0.09389500000000002 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004112790304688802 -4.5424525619838965e-05 -0.00046983092134776167 -2.6928360556067946e-05 leaf_weight=5.0465962761409155 100.65217387966186 3.1241900959103068 3.4748243856447516 leaf_count=60 2457 226 119 internal_value=0 -5.82854e-05 0.000232928 internal_weight=0 103.776 8.52142 internal_count=2862 2683 179 is_linear=0 shrinkage=0.000439788 Tree=8469 num_leaves=4 num_cat=0 split_feature=3 157 11 split_gain=3.41122 2.33053 2.05876 threshold=-0.15490999999999996 -0.07692499999999998 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020974244730973392 0.0057035846776580437 -0.0043052592339119398 -0.0015299791306246926 leaf_weight=5.0004340155101072 13.440860155236804 89.764407487435165 3.4469681725640839 leaf_count=60 308 2375 119 internal_value=0 -0.00300095 0.0118086 internal_weight=0 103.205 8.4474 internal_count=2862 2683 179 is_linear=0 shrinkage=0.0224292 Tree=8470 num_leaves=4 num_cat=0 split_feature=3 403 11 split_gain=3.24002 2.9117 2.00263 threshold=-0.15490999999999996 0.09389500000000002 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00040531004081600231 -4.368610491230765e-05 -0.00047095637412965518 -2.8938797135611208e-05 leaf_weight=4.9566784175549383 100.88267028511837 3.1633704374989966 3.4940253004388069 leaf_count=60 2457 226 119 internal_value=0 -5.67607e-05 0.000226105 internal_weight=0 104.046 8.4507 internal_count=2862 2683 179 is_linear=0 shrinkage=0.000439788 Tree=8471 num_leaves=4 num_cat=0 split_feature=3 159 11 split_gain=3.27386 2.24421 2.00222 threshold=-0.15490999999999996 -0.22731999999999997 0.079700000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.02075200113410465 0.013598162060261874 -0.0035938351521825835 -0.0014947349889591927 leaf_weight=4.9392691628490848 3.9541831918131711 99.231367169079022 3.4480602035146148 leaf_count=60 175 2508 119 internal_value=0 -0.00293263 0.0116237 internal_weight=0 103.186 8.38733 internal_count=2862 2683 179 is_linear=0 shrinkage=0.0224292 Tree=8472 num_leaves=4 num_cat=0 split_feature=52 133 2 split_gain=2.48135 2.98179 0.415927 threshold=-0.41694999999999993 -0.25159999999999993 0.10644500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023521900993468219 -0.024823662160341153 0.0024534252571917791 -0.0077429436777773815 leaf_weight=2.0767241477333296 2.0350848594371191 108.98346422622853 1.4473213858436791 leaf_count=177 165 2466 99 internal_value=0 0.00194923 -0.0171181 internal_weight=0 111.019 3.52405 internal_count=2907 2631 276 is_linear=0 shrinkage=0.0224292 Tree=8473 num_leaves=4 num_cat=0 split_feature=52 133 2 split_gain=2.40027 2.8856 0.417724 threshold=-0.41694999999999993 -0.25159999999999993 0.10644500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023489871047029015 -0.024621823905034326 0.0023986796176803781 -0.0075972094879686375 leaf_weight=2.0334268839542342 2.0062316904222817 108.97119083640791 1.4424222490051759 leaf_count=177 165 2466 99 internal_value=0 0.00190606 -0.0169722 internal_weight=0 110.977 3.47585 internal_count=2907 2631 276 is_linear=0 shrinkage=0.0224292 Tree=8474 num_leaves=4 num_cat=0 split_feature=52 41 2 split_gain=2.40211 2.37469 0.418514 threshold=-0.41694999999999993 0.081670000000000006 0.10644500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046030893516355118 5.1243877653484322e-05 -0.00025164844573159328 -0.00014984742001123769 leaf_weight=2.0364678270270811 106.56765665384955 5.234268866122874 1.4640461949165908 leaf_count=177 2506 125 99 internal_value=0 3.70227e-05 -0.00033198 internal_weight=0 111.802 3.50051 internal_count=2907 2631 276 is_linear=0 shrinkage=0.000439788 Tree=8475 num_leaves=4 num_cat=0 split_feature=41 3 12 split_gain=2.37105 2.3568 1.80718 threshold=1.0000000180025095e-35 -0.10600999999999998 0.09117500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010178659239348282 -0.0018728431198126595 0.00078204011178763277 -0.024027169972793246 leaf_weight=15.736218775620726 4.6615035724826148 90.926734913164182 3.0584755198724451 leaf_count=253 136 2474 44 internal_value=0 0.00216992 -0.0106875 internal_weight=0 106.663 7.71998 internal_count=2907 2727 180 is_linear=0 shrinkage=0.0224292 Tree=8476 num_leaves=4 num_cat=0 split_feature=52 158 49 split_gain=2.71932 2.79344 2.40673 threshold=0.16377000000000003 -0.22670999999999997 -0.14931499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022209167526079736 0.00010891078883992399 -0.00049801978991816391 -1.4823345778667868e-05 leaf_weight=9.0547980497358349 2.2342621086463623 4.2178628383480818 96.391666326209815 leaf_count=76 99 241 2438 internal_value=0 -0.000288149 5.55731e-06 internal_weight=0 6.45212 105.446 internal_count=2854 340 2514 is_linear=0 shrinkage=0.000439788 Tree=8477 num_leaves=4 num_cat=0 split_feature=52 158 49 split_gain=2.77586 2.78538 2.50325 threshold=0.16377000000000003 -0.22670999999999997 -0.14931499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022611010248048177 0.00010604395042593506 -0.00049800043262883018 -1.4899678500492629e-05 leaf_weight=9.104619258316232 2.2461190920839726 4.2578389389482245 96.446104686647232 leaf_count=76 99 241 2438 internal_value=0 -0.000289696 5.92653e-06 internal_weight=0 6.50396 105.551 internal_count=2854 340 2514 is_linear=0 shrinkage=0.000439788 Tree=8478 num_leaves=4 num_cat=0 split_feature=52 158 49 split_gain=2.72522 2.85659 2.37007 threshold=0.16377000000000003 -0.22670999999999997 -0.14931499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022122721916818003 0.00011366746520230265 -0.00049823368695379067 -1.3887200615539588e-05 leaf_weight=9.0544942289125157 2.2467250707777566 4.2466368475643312 96.327401724962328 leaf_count=76 99 241 2438 internal_value=0 -0.000286801 6.35042e-06 internal_weight=0 6.49336 105.382 internal_count=2854 340 2514 is_linear=0 shrinkage=0.000439788 Tree=8479 num_leaves=4 num_cat=0 split_feature=52 158 49 split_gain=2.73837 2.76072 2.39831 threshold=0.16377000000000003 -0.22670999999999997 -0.14931499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022096839236127879 0.00010627218389267018 -0.00049570534589923399 -1.4923566376692132e-05 leaf_weight=9.1016672556288523 2.239826422657643 4.2551144373392153 96.887631976855118 leaf_count=76 99 241 2438 internal_value=0 -0.000288406 5.36943e-06 internal_weight=0 6.49494 105.989 internal_count=2854 340 2514 is_linear=0 shrinkage=0.000439788 Tree=8480 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=2.82811 2.34254 threshold=-0.40187499999999993 0.10516000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024787261518810909 0.0025611635961041101 -0.013049425150050278 leaf_weight=2.0150415241841975 112.14746437092253 5.0349938625076893 leaf_count=219 2426 237 internal_value=0 0.0018884 internal_weight=0 117.182 internal_count=2882 2663 is_linear=0 shrinkage=0.0224292 Tree=8481 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=2.78605 2.25029 threshold=-0.40187499999999993 0.10516000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048478410176833425 4.9801769839112772e-05 -0.00024679729470430148 leaf_weight=1.9952488256876666 113.03423244108853 5.1551537159648424 leaf_count=219 2426 237 internal_value=0 3.6827e-05 internal_weight=0 118.189 internal_count=2882 2663 is_linear=0 shrinkage=0.000439788 Tree=8482 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=2.77035 2.23678 threshold=-0.40187499999999993 0.10516000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048490161928054615 4.8943863542938486e-05 -0.00024658692149844951 leaf_weight=1.9891862129898061 113.09170970104242 5.1614926362926772 leaf_count=219 2426 237 internal_value=0 3.60069e-05 internal_weight=0 118.253 internal_count=2882 2663 is_linear=0 shrinkage=0.000439788 Tree=8483 num_leaves=3 num_cat=0 split_feature=160 159 split_gain=2.75125 2.23768 threshold=-0.40187499999999993 0.10516000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024732999603468885 0.0025024282280848103 -0.012758218859080865 leaf_weight=1.9735994415223093 112.16758107550595 5.0325657980974929 leaf_count=219 2426 237 internal_value=0 0.00184517 internal_weight=0 117.2 internal_count=2882 2663 is_linear=0 shrinkage=0.0224292 Tree=8484 num_leaves=4 num_cat=0 split_feature=123 1429 2 split_gain=3.03988 3.30402 0.858863 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.11747 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053344380946264067 0.00015912796371256283 -9.0890190618329842e-06 0.0004670469760848722 leaf_weight=2.3601426866662214 5.4241196498187474 100.58552833280282 2.5940744378312957 leaf_count=135 162 2483 74 internal_value=0 -2.12071e-05 0.00025962 internal_weight=0 102.946 8.01819 internal_count=2854 2618 236 is_linear=0 shrinkage=0.000439788 Tree=8485 num_leaves=3 num_cat=0 split_feature=1429 123 split_gain=3.54177 2.8344 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052554931957584413 -1.518453184679683e-05 0.00025615675936819946 leaf_weight=2.4723268057387022 101.32813293883828 8.0172440968890424 leaf_count=137 2483 234 internal_value=0 4.75155e-06 internal_weight=0 109.345 internal_count=2854 2717 is_linear=0 shrinkage=0.000439788 Tree=8486 num_leaves=4 num_cat=0 split_feature=123 1429 2 split_gain=2.96553 3.2667 0.857136 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.11747 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027332645061929742 0.0079352053565780178 -0.00056684873617097098 0.023795560838786384 leaf_weight=2.3289508996003851 5.3013034111354491 99.551406014077656 2.5383210349973524 leaf_count=135 162 2483 74 internal_value=0 -0.00118371 0.0131158 internal_weight=0 101.88 7.83962 internal_count=2854 2618 236 is_linear=0 shrinkage=0.0224292 Tree=8487 num_leaves=4 num_cat=0 split_feature=123 131 2 split_gain=2.85875 2.89079 0.856726 threshold=1.0000000180025095e-35 0.088495000000000004 0.11747 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013302571023173518 0.0077835838279867895 -0.015089433492911359 0.023758696543798745 leaf_weight=94.877742965983089 5.2839217216533134 6.9603120947067501 2.4858593318058411 leaf_count=2252 162 366 74 internal_value=0 -0.00115789 0.0129404 internal_weight=0 101.838 7.76978 internal_count=2854 2618 236 is_linear=0 shrinkage=0.0224292 Tree=8488 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=2.65418 4.1246 3.02004 threshold=-0.062804999999999986 0.11717500000000002 0.099490000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012757899018956209 -6.9212204181274902e-05 0.0003655206402190395 -0.00031200685746989672 leaf_weight=42.546630769623334 63.763296327419084 4.5013346995401653 3.2358715847039994 leaf_count=1172 1511 56 107 internal_value=0 -4.0452e-05 9.63923e-05 internal_weight=0 68.2646 45.7825 internal_count=2846 1567 1279 is_linear=0 shrinkage=0.000439788 Tree=8489 num_leaves=4 num_cat=0 split_feature=4 150 150 split_gain=2.78205 3.93774 3.56087 threshold=0.016800000000000006 0.085360000000000005 0.085595000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=9.7373433280559683e-05 0.001665415987960332 -0.015107684731129577 0.017126353244134081 leaf_weight=60.809862001534384 32.553624171605406 9.9545858646470133 9.7179125172297045 leaf_count=1913 616 198 119 internal_value=0 -0.00204505 0.0052259 internal_weight=0 70.7644 42.2715 internal_count=2846 2111 735 is_linear=0 shrinkage=0.0224292 Tree=8490 num_leaves=4 num_cat=0 split_feature=4 1374 150 split_gain=2.75427 4.18734 3.80383 threshold=0.014055000000000002 -0.088294999999999985 0.085595000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00055116628785975086 2.7369630929931383e-05 -1.9150154946742368e-05 0.00033693438352761971 leaf_weight=2.968459920375607 32.925662131510762 67.803311093304728 9.9941511842516757 leaf_count=36 625 2064 121 internal_value=0 -4.16077e-05 9.95715e-05 internal_weight=0 70.7718 42.9198 internal_count=2846 2100 746 is_linear=0 shrinkage=0.000439788 Tree=8491 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=2.74379 3.95047 3.0874 threshold=-0.062804999999999986 0.11717500000000002 0.099490000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0065330205554318694 -0.0036365584315267005 0.018348911299081554 -0.016294419359360011 leaf_weight=42.194215443455505 63.174448128411314 4.3787985330563961 3.1890006334433556 leaf_count=1172 1511 56 107 internal_value=0 -0.00220668 0.0049228 internal_weight=0 67.5532 45.3832 internal_count=2846 1567 1279 is_linear=0 shrinkage=0.0224292 Tree=8492 num_leaves=4 num_cat=0 split_feature=15 403 1 split_gain=2.68969 4.85964 2.90233 threshold=0.083995000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017174396264546003 -0.00044503811670346778 0.00017834798956995306 8.0542177545014635e-06 leaf_weight=24.135138212095626 2.6668650783267394 24.354138566821348 61.769043886921281 leaf_count=826 460 492 1016 internal_value=0 0.000116551 -4.24878e-05 internal_weight=0 27.021 85.9042 internal_count=2794 952 1842 is_linear=0 shrinkage=0.000439788 Tree=8493 num_leaves=4 num_cat=0 split_feature=15 403 1 split_gain=2.84771 4.81058 2.79913 threshold=0.083995000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0088255810666382373 -0.022689844631156999 0.0091940147070220853 0.0002284615990036166 leaf_weight=23.867852580748149 2.6217686618074394 24.206674347660737 61.155091782446107 leaf_count=826 460 492 1016 internal_value=0 0.00606429 -0.00231462 internal_weight=0 26.8284 85.0229 internal_count=2794 952 1842 is_linear=0 shrinkage=0.0224292 Tree=8494 num_leaves=4 num_cat=0 split_feature=15 403 1 split_gain=2.69313 4.71754 2.76581 threshold=0.083995000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0001709452906474758 -0.00044480718965709734 0.000175742260635988 5.1795600433625626e-06 leaf_weight=23.935121043985419 2.6069894263855558 24.297946850958397 61.569533378553388 leaf_count=826 460 492 1016 internal_value=0 0.000115341 -4.41498e-05 internal_weight=0 26.9049 85.5047 internal_count=2794 952 1842 is_linear=0 shrinkage=0.000439788 Tree=8495 num_leaves=4 num_cat=0 split_feature=15 403 1 split_gain=2.4933 4.72941 3.06304 threshold=0.083995000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017408621276977245 -0.00044491382408426493 0.00017195145124727576 1.0056026628341948e-05 leaf_weight=24.299518762411026 2.6483248072800079 24.37634632614936 62.047592889857697 leaf_count=826 460 492 1016 internal_value=0 0.000111229 -4.17917e-05 internal_weight=0 27.0247 86.3471 internal_count=2794 952 1842 is_linear=0 shrinkage=0.000439788 Tree=8496 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=5.16306 5.13627 3.50293 threshold=-0.082619999999999985 0.083205000000000015 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010282244299183972 -0.0057715725887184845 0.0082783543354126802 -0.012463625261858902 leaf_weight=29.730270144265887 62.296932316699895 16.552413231249375 3.8301445586948821 leaf_count=685 1800 242 92 internal_value=0 -0.00282086 0.00768072 internal_weight=0 78.8493 33.5604 internal_count=2819 2042 777 is_linear=0 shrinkage=0.0224292 Tree=8497 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=4.93916 4.91588 3.35148 threshold=-0.082619999999999985 0.083205000000000015 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.010062570528965455 -0.0056451679459942079 0.0081163088175475323 -0.012195782310559171 leaf_weight=29.698700157144231 62.26411070731956 16.505142300306034 3.8269245662122549 leaf_count=685 1800 242 92 internal_value=0 -0.00276035 0.0075163 internal_weight=0 78.7693 33.5256 internal_count=2819 2042 777 is_linear=0 shrinkage=0.0224292 Tree=8498 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=4.92849 4.79812 3.20655 threshold=-0.082619999999999985 0.083205000000000015 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001966516517355481 -0.00010824581995181705 0.00015772895457970301 -0.00022848152806041589 leaf_weight=29.904824587678377 62.715473734269835 16.568820159933239 3.8597398962301659 leaf_count=685 1800 242 92 internal_value=0 -5.26379e-05 0.000147952 internal_weight=0 79.2843 33.7646 internal_count=2819 2042 777 is_linear=0 shrinkage=0.000439788 Tree=8499 num_leaves=4 num_cat=0 split_feature=43 150 150 split_gain=4.72456 4.70254 3.20369 threshold=-0.082619999999999985 0.083205000000000015 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0098465079243818636 -0.0055190123504030063 0.0079554773684246127 -0.01192244154366205 leaf_weight=29.672511107636637 62.241333825899346 16.460409432591405 3.8246140488881784 leaf_count=685 1800 242 92 internal_value=0 -0.00269959 0.00735561 internal_weight=0 78.7017 33.4971 internal_count=2819 2042 777 is_linear=0 shrinkage=0.0224292 Tree=8500 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=2.73343 2.71704 threshold=1.0000000180025095e-35 -0.083139999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038983278109072325 -0.00039984267189380033 1.1434052414281834e-05 leaf_weight=3.3473252343810591 3.4041134036087888 106.99968410824295 leaf_count=245 65 2544 internal_value=0 -8.03515e-07 internal_weight=0 110.347 internal_count=2854 2789 is_linear=0 shrinkage=0.000439788 Tree=8501 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=2.83915 2.64304 threshold=1.0000000180025095e-35 -0.083139999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019856531878411274 -0.020849952272833976 0.00057467946899928681 leaf_weight=3.2647517965542638 3.3812394530395968 106.07452035657843 leaf_count=245 65 2544 internal_value=0 -3.8734e-05 internal_weight=0 109.339 internal_count=2854 2789 is_linear=0 shrinkage=0.0224292 Tree=8502 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=2.73273 2.55236 threshold=1.0000000180025095e-35 -0.083139999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019615775778029167 -0.020520710992970165 0.00056180897457328309 leaf_weight=3.2313126148710571 3.3589942768739993 106.07139095934144 leaf_count=245 65 2544 internal_value=0 -3.80216e-05 internal_weight=0 109.303 internal_count=2854 2789 is_linear=0 shrinkage=0.0224292 Tree=8503 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=2.64383 2.48487 threshold=1.0000000180025095e-35 -0.083139999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037941611901585684 -0.00039424691662272136 1.171117081459214e-05 leaf_weight=3.2176787728603804 3.3683509750408112 106.86952048093553 leaf_count=245 65 2544 internal_value=0 2.15317e-07 internal_weight=0 110.087 internal_count=2854 2789 is_linear=0 shrinkage=0.000439788 Tree=8504 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.40926 4.03425 threshold=-0.51323999999999992 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017609107725593185 -0.022609779984267348 0.00026888770127053019 leaf_weight=3.7715418436273458 4.0081189073098349 104.14617189491219 leaf_count=44 109 2701 internal_value=0 -0.000582819 internal_weight=0 108.154 internal_count=2854 2810 is_linear=0 shrinkage=0.0224292 Tree=8505 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.31509 3.86768 threshold=-0.51323999999999992 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017308701952311996 -0.022169632719393328 0.00026285920591065528 leaf_weight=3.7514994851517249 3.9965239195444147 104.14561839083945 leaf_count=44 109 2701 internal_value=0 -0.000569927 internal_weight=0 108.142 internal_count=2854 2810 is_linear=0 shrinkage=0.0224292 Tree=8506 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.17741 3.74288 threshold=-0.51323999999999992 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032947842364636931 -0.00042608733343525333 4.4437831766057942e-06 leaf_weight=3.7254889109171918 4.0376754375174633 104.78325000208679 leaf_count=44 109 2701 internal_value=0 -1.16025e-05 internal_weight=0 108.821 internal_count=2854 2810 is_linear=0 shrinkage=0.000439788 Tree=8507 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.22587 3.62411 threshold=-0.51323999999999992 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033325885157313976 -0.00042003213087859033 4.862160747812323e-06 leaf_weight=3.7426258833875172 4.0122793780174097 105.22927231454378 leaf_count=44 109 2701 internal_value=0 -1.08142e-05 internal_weight=0 109.242 internal_count=2854 2810 is_linear=0 shrinkage=0.000439788 Tree=8508 num_leaves=4 num_cat=0 split_feature=52 4 12 split_gain=2.73058 3.02406 0.927987 threshold=0.28251000000000009 -0.49096999999999996 0.093270000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030844065703705806 -0.00045433340403495693 4.2643368271404181e-05 -3.2149172944928493e-05 leaf_weight=4.9582317002350456 3.1211766525993871 101.78870383766116 1.4868531932188487 leaf_count=143 139 2445 121 internal_value=0 2.62838e-05 -0.000318804 internal_weight=0 106.747 4.60803 internal_count=2848 2588 260 is_linear=0 shrinkage=0.000439788 Tree=8509 num_leaves=4 num_cat=0 split_feature=52 4 12 split_gain=2.66674 3.1662 0.916853 threshold=0.28251000000000009 -0.49096999999999996 0.093270000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01607154925126128 -0.023065033510980035 0.0023218923919847011 -0.0013981691952057145 leaf_weight=4.920038630225462 3.0532810139793574 100.66476155040436 1.4482084119035787 leaf_count=143 139 2445 121 internal_value=0 0.00146204 -0.0161298 internal_weight=0 105.585 4.50149 internal_count=2848 2588 260 is_linear=0 shrinkage=0.0224292 Tree=8510 num_leaves=4 num_cat=0 split_feature=52 4 1 split_gain=2.64824 2.86586 0.893004 threshold=0.28251000000000009 -0.49096999999999996 0.10504000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029583379572296344 -0.00016985569610632125 4.4209984246902089e-05 -0.00057904207599051834 leaf_weight=5.0105596351786508 2.9869381570078977 102.2376717610714 1.5773774974804835 leaf_count=143 227 2445 33 internal_value=0 2.82736e-05 -0.000313089 internal_weight=0 107.248 4.56432 internal_count=2848 2588 260 is_linear=0 shrinkage=0.000439788 Tree=8511 num_leaves=4 num_cat=0 split_feature=52 4 12 split_gain=2.61405 2.97882 0.872658 threshold=0.28251000000000009 -0.49096999999999996 0.093270000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030433596672416944 -0.00044678051426164306 4.4418477981227183e-05 -3.2159199916929204e-05 leaf_weight=4.949654326948802 3.0419260245998876 101.54883342224639 1.4500421322591135 leaf_count=143 139 2445 121 internal_value=0 2.8158e-05 -0.00031364 internal_weight=0 106.498 4.49197 internal_count=2848 2588 260 is_linear=0 shrinkage=0.000439788 Tree=8512 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=2.83105 3.22725 2.254 threshold=0.018150000000000003 0.095850000000000005 0.096300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.23840162254156e-05 0.00017157746505836323 0.00020326776954569142 -5.5422553601225536e-05 leaf_weight=61.814999936191271 30.256845078054539 9.4547481498084363 11.73070104094222 leaf_count=1915 615 181 142 internal_value=0 -3.5771e-05 0.000108161 internal_weight=0 71.2697 41.9875 internal_count=2853 2096 757 is_linear=0 shrinkage=0.000439788 Tree=8513 num_leaves=4 num_cat=0 split_feature=4 48 40 split_gain=2.66525 3.26188 2.20334 threshold=0.018150000000000003 0.095850000000000005 -0.065259999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0036485083565559939 -0.0086246447649006037 0.010541276572035617 0.0072897935966928576 leaf_weight=61.213766599630617 4.9527874139093901 9.3822807433571125 36.681455163679857 leaf_count=1915 139 181 618 internal_value=0 -0.00176033 0.00539353 internal_weight=0 70.596 41.6342 internal_count=2853 2096 757 is_linear=0 shrinkage=0.0224292 Tree=8514 num_leaves=4 num_cat=0 split_feature=4 48 47 split_gain=2.75861 3.25612 2.19546 threshold=0.018150000000000003 0.095850000000000005 0.096300000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.2333147690187242e-05 0.00016823740652802666 0.00020341326017099331 -5.509150002276033e-05 leaf_weight=62.055240609726752 30.54457850579638 9.5392989599786215 11.79024930228479 leaf_count=1915 615 181 142 internal_value=0 -3.55481e-05 0.000106044 internal_weight=0 71.5945 42.3348 internal_count=2853 2096 757 is_linear=0 shrinkage=0.000439788 Tree=8515 num_leaves=4 num_cat=0 split_feature=4 11 2 split_gain=2.71305 3.16678 2.1204 threshold=0.018150000000000003 0.08184000000000001 -0.079959999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.7518678405214611e-05 0.00040388763199588842 -0.00053081167679323317 7.3244674726166478e-05 leaf_weight=68.777143853201778 4.1477404851684687 2.3870460821235602 37.800387649231197 leaf_count=1981 63 115 694 internal_value=0 -3.48737e-05 0.000106107 internal_weight=0 71.1642 41.9481 internal_count=2853 2096 757 is_linear=0 shrinkage=0.000439788 Tree=8516 num_leaves=4 num_cat=0 split_feature=42 160 0 split_gain=3.91677 3.10646 3.05163 threshold=-1.0000000180025095e-35 0.098760000000000014 -0.10364499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078661264989651567 0.001516757159685163 -0.013274207267965819 -0.017485695282569838 leaf_weight=2.997099237438305 83.629139448803471 7.7912245184961639 11.563997745806772 leaf_count=67 1906 182 706 internal_value=0 0.000253701 -0.0122641 internal_weight=0 91.4204 14.5611 internal_count=2861 2088 773 is_linear=0 shrinkage=0.0224292 Tree=8517 num_leaves=4 num_cat=0 split_feature=42 151 0 split_gain=3.73578 4.26588 2.99107 threshold=-1.0000000180025095e-35 -0.16267499999999999 -0.10364499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015472108906889058 -0.00046449541225789583 2.3283571225567932e-05 -0.00033625893967418669 leaf_weight=3.0121070706863966 3.5900369583396232 88.519859516329234 11.604652944926782 leaf_count=67 78 2010 706 internal_value=0 4.17978e-06 -0.000235012 internal_weight=0 92.1099 14.6168 internal_count=2861 2088 773 is_linear=0 shrinkage=0.000439788 Tree=8518 num_leaves=4 num_cat=0 split_feature=42 151 0 split_gain=3.77553 4.27592 2.95317 threshold=-1.0000000180025095e-35 -0.16267499999999999 -0.10364499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001520221389581574 -0.00046509939787495831 2.4520745994659122e-05 -0.00033577629293192734 leaf_weight=3.0135979730257523 3.5708200848312108 88.395990535074816 11.598225163210371 leaf_count=67 78 2010 706 internal_value=0 5.41755e-06 -0.000235104 internal_weight=0 91.9668 14.6118 internal_count=2861 2088 773 is_linear=0 shrinkage=0.000439788 Tree=8519 num_leaves=4 num_cat=0 split_feature=42 151 0 split_gain=3.7689 4.32318 2.96786 threshold=-1.0000000180025095e-35 -0.16267499999999999 -0.10364499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015293909630856761 -0.00046499665458524746 2.5382767337756698e-05 -0.00033536676162260458 leaf_weight=3.0257386592220419 3.6000421884527887 88.631516937939523 11.581047863815909 leaf_count=67 78 2010 706 internal_value=0 6.14969e-06 -0.000234148 internal_weight=0 92.2316 14.6068 internal_count=2861 2088 773 is_linear=0 shrinkage=0.000439788 Tree=8520 num_leaves=4 num_cat=0 split_feature=4 43 160 split_gain=2.8767 5.33347 3.19951 threshold=-0.22295999999999996 -0.057994999999999998 -0.083654999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011048903112873411 -0.0093059812997266268 -0.017408386951340359 0.0040517615581153544 leaf_weight=4.9581556748598805 10.040100983213049 9.9042514745378849 87.440833579708851 leaf_count=43 499 172 2106 internal_value=0 -0.00791293 0.00267442 internal_weight=0 14.8624 97.4809 internal_count=2820 215 2605 is_linear=0 shrinkage=0.0224292 Tree=8521 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=2.73463 3.50546 threshold=0.25761500000000009 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014224281831797287 -0.00037405644443087632 -2.2135841032093294e-05 leaf_weight=38.598624544149061 3.2280785303846633 71.632201080386949 leaf_count=1037 87 1696 internal_value=0 3.54379e-05 internal_weight=0 110.231 internal_count=2820 2733 is_linear=0 shrinkage=0.000439788 Tree=8522 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=2.8115 3.34625 threshold=0.25761500000000009 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00014062496080681185 -0.00037813326312239074 -1.9739146927047584e-05 leaf_weight=38.705477674995564 3.2385944280686081 71.873414061794392 leaf_count=1037 87 1696 internal_value=0 3.6407e-05 internal_weight=0 110.579 internal_count=2820 2733 is_linear=0 shrinkage=0.000439788 Tree=8523 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=2.74779 3.44727 threshold=0.25761500000000009 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0072798031800136069 -0.019106813871535584 -0.0010773328362490462 leaf_weight=38.178123898518606 3.2227883663144885 70.946249953882216 leaf_count=1037 87 1696 internal_value=0 0.00184725 internal_weight=0 109.124 internal_count=2820 2733 is_linear=0 shrinkage=0.0224292 Tree=8524 num_leaves=3 num_cat=0 split_feature=151 157 split_gain=2.87413 2.19081 threshold=-0.29526499999999994 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021012369063831079 -0.013048868723790161 0.003481146974547958 leaf_weight=2.5843899432311437 4.1785326351355243 103.53771900111133 leaf_count=71 201 2540 internal_value=0 0.00283772 internal_weight=0 107.716 internal_count=2812 2741 is_linear=0 shrinkage=0.0224292 Tree=8525 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.8898 2.24244 threshold=-0.29526499999999994 0.10302000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041181447494090186 3.1235468616266913e-05 0.00024465118783505759 leaf_weight=2.6447932644896346 98.862418629038984 10.519659303368824 leaf_count=71 2582 159 internal_value=0 5.17995e-05 internal_weight=0 109.382 internal_count=2812 2741 is_linear=0 shrinkage=0.000439788 Tree=8526 num_leaves=3 num_cat=0 split_feature=151 157 split_gain=2.76842 2.09845 threshold=-0.29526499999999994 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020736889115418419 -0.012803375188569046 0.0033996732225323712 leaf_weight=2.5616349982938109 4.1649177277258778 103.5519774165441 leaf_count=71 201 2540 internal_value=0 0.00277102 internal_weight=0 107.717 internal_count=2812 2741 is_linear=0 shrinkage=0.0224292 Tree=8527 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.6337 2.02869 threshold=-0.29526499999999994 0.10302000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039866723284428477 3.260653754865406e-05 0.00023700920131766872 leaf_weight=2.5462269607432964 98.008431493367425 10.368906233677988 leaf_count=71 2582 159 internal_value=0 5.22009e-05 internal_weight=0 108.377 internal_count=2812 2741 is_linear=0 shrinkage=0.000439788 Tree=8528 num_leaves=4 num_cat=0 split_feature=457 3 133 split_gain=2.74821 4.60081 2.49741 threshold=0.082870000000000013 0.090445000000000011 -0.15835999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012565838760526174 -0.0020442691344703038 0.021033782510145697 -0.0018772079600163961 leaf_weight=6.4393549858068573 9.263654452657649 8.1616926389106066 89.287670877726669 leaf_count=223 174 71 2404 internal_value=0 0.00877623 -0.000903343 internal_weight=0 17.4253 95.727 internal_count=2872 245 2627 is_linear=0 shrinkage=0.0224292 Tree=8529 num_leaves=4 num_cat=0 split_feature=457 3 133 split_gain=2.63907 4.45592 2.3878 threshold=0.082870000000000013 0.090445000000000011 -0.15835999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.012290321614253587 -0.001998329155959485 0.020774068425309475 -0.0018351516879166142 leaf_weight=6.4365024184917266 9.2644942625065614 8.0795525987341517 89.285791379337752 leaf_count=223 174 71 2404 internal_value=0 0.00862114 -0.000883073 internal_weight=0 17.344 95.7223 internal_count=2872 245 2627 is_linear=0 shrinkage=0.0224292 Tree=8530 num_leaves=4 num_cat=0 split_feature=457 48 484 split_gain=2.53408 2.40366 2.29848 threshold=0.082870000000000013 0.082425000000000012 0.084780000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0021725584692894873 -0.0033153302183504484 0.014401075342355 0.0083585867027259515 leaf_weight=83.830446257446965 5.7843559600260077 11.480040812690275 11.887521509697761 leaf_count=2348 133 112 279 internal_value=0 0.00846817 -0.000863256 internal_weight=0 17.2644 95.718 internal_count=2872 245 2627 is_linear=0 shrinkage=0.0224292 Tree=8531 num_leaves=4 num_cat=0 split_feature=457 3 484 split_gain=2.51552 4.3447 2.16312 threshold=0.082870000000000013 0.090445000000000011 0.084780000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9878102534759024e-05 -3.8220527523450686e-05 0.00040153731798305269 0.0001596773690909877 leaf_weight=85.234454628767708 9.3521465391204419 8.0925031100632605 11.963840441841965 leaf_count=2348 174 71 279 internal_value=0 0.000165997 -1.52889e-05 internal_weight=0 17.4446 97.1983 internal_count=2872 245 2627 is_linear=0 shrinkage=0.000439788 Tree=8532 num_leaves=4 num_cat=0 split_feature=4 2 43 split_gain=3.78733 4.90541 3.23814 threshold=-0.44205499999999992 0.09494000000000001 -0.27523999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8313258893717641e-05 -0.0003411767580516688 -0.00068974394682951598 4.4333937988550361e-05 leaf_weight=2.9538284208974792 4.3822790910999165 3.310349792096531 99.111021251119382 leaf_count=48 132 103 2578 internal_value=0 -0.000323703 2.79501e-05 internal_weight=0 6.26418 103.493 internal_count=2861 151 2710 is_linear=0 shrinkage=0.000439788 Tree=8533 num_leaves=4 num_cat=0 split_feature=4 2 43 split_gain=3.94757 4.86889 3.2487 threshold=-0.44205499999999992 0.09494000000000001 -0.27523999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041894745654123258 -0.017481280288680314 -0.035558630405274613 0.0023280065173236155 leaf_weight=2.9139041642192742 4.3306910688479539 3.2851396004843991 98.004229320344166 leaf_count=48 132 103 2578 internal_value=0 -0.0169193 0.0014866 internal_weight=0 6.19904 102.335 internal_count=2861 151 2710 is_linear=0 shrinkage=0.0224292 Tree=8534 num_leaves=4 num_cat=0 split_feature=4 2 43 split_gain=3.79982 4.75017 3.05854 threshold=-0.44205499999999992 0.09494000000000001 -0.27523999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1679308372313092e-05 -0.00033061396697159785 -0.00068687367819991751 4.5463987799080496e-05 leaf_weight=2.9412241422105572 4.3483036708985301 3.2734740789164789 98.897823756666185 leaf_count=48 132 103 2578 internal_value=0 -0.000324005 2.95669e-05 internal_weight=0 6.2147 103.246 internal_count=2861 151 2710 is_linear=0 shrinkage=0.000439788 Tree=8535 num_leaves=4 num_cat=0 split_feature=4 2 43 split_gain=3.77789 4.73445 3.14057 threshold=-0.44205499999999992 0.09494000000000001 -0.27523999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.9579746972462662e-05 -0.00033549678572654228 -0.0006852230039415707 4.4158675971400233e-05 leaf_weight=2.965591116808354 4.3821053941610435 3.2884861666534562 99.230175588225393 leaf_count=48 132 103 2578 internal_value=0 -0.000323426 2.80429e-05 internal_weight=0 6.25408 103.612 internal_count=2861 151 2710 is_linear=0 shrinkage=0.000439788 Tree=8536 num_leaves=4 num_cat=0 split_feature=376 159 133 split_gain=2.59388 2.34294 0.656375 threshold=0.048375000000000008 -0.46940999999999994 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.025158605030000447 0.005711792667239775 -0.0017120753684019578 0.02058250809227577 leaf_weight=1.6408725086184848 2.7585045270243418 98.505473723320392 3.2881099186342908 leaf_count=52 52 2638 103 internal_value=0 -0.00126709 0.0138377 internal_weight=0 100.146 6.04661 internal_count=2845 2690 155 is_linear=0 shrinkage=0.0224292 Tree=8537 num_leaves=4 num_cat=0 split_feature=376 52 133 split_gain=2.50106 2.28672 0.650311 threshold=0.048375000000000008 -0.39713499999999996 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010415034451560279 0.0055929890230730361 -0.0022238611758533355 0.02045428723196575 leaf_weight=7.7915735181068149 2.754366950975963 92.346974052521546 3.2352282440770068 leaf_count=288 52 2402 103 internal_value=0 -0.00123866 0.0136597 internal_weight=0 100.139 5.9896 internal_count=2845 2690 155 is_linear=0 shrinkage=0.0224292 Tree=8538 num_leaves=4 num_cat=0 split_feature=376 1 133 split_gain=2.63163 2.15177 0.618426 threshold=0.048375000000000008 0.13130500000000003 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.2423830697959533e-05 0.00011983180487370909 0.00019772634991892715 0.00040103539350080486 leaf_weight=93.611984115310406 2.8150682726554797 7.8001174222154068 3.3082737412769347 leaf_count=2499 52 191 103 internal_value=0 -2.39189e-05 0.000272533 internal_weight=0 101.412 6.12334 internal_count=2845 2690 155 is_linear=0 shrinkage=0.000439788 Tree=8539 num_leaves=4 num_cat=0 split_feature=376 52 133 split_gain=2.43867 2.11569 0.639127 threshold=0.048375000000000008 -0.39713499999999996 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019614416467015957 0.00010941279063206717 -4.1429969943938649e-05 0.0003981320316352375 leaf_weight=7.8429183878797621 2.7705703894025637 93.15497462707026 3.2209781905185082 leaf_count=288 52 2402 103 internal_value=0 -2.29477e-05 0.000265396 internal_weight=0 100.998 5.99155 internal_count=2845 2690 155 is_linear=0 shrinkage=0.000439788 Tree=8540 num_leaves=3 num_cat=0 split_feature=1212 39 split_gain=2.31855 2.14626 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045270158801334381 -0.00031459518098672493 7.6753123175182272e-06 leaf_weight=2.2517477515211786 4.1273949529422671 110.81049965284637 leaf_count=209 60 2608 internal_value=0 -3.94767e-06 internal_weight=0 114.938 internal_count=2877 2668 is_linear=0 shrinkage=0.000439788 Tree=8541 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=2.28191 4.8399 threshold=-0.14931499999999998 0.091570000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00018181410553374513 -1.4005862856911593e-05 -0.00041674068404658269 leaf_weight=10.06761604209896 101.20609010610497 6.1015099606811409 leaf_count=94 2356 427 internal_value=0 -3.69754e-05 internal_weight=0 107.308 internal_count=2877 2783 is_linear=0 shrinkage=0.000439788 Tree=8542 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=2.2504 4.84274 threshold=-0.14931499999999998 0.091570000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0094012556361669462 -0.00055334539096588305 -0.0212527952583988 leaf_weight=9.9767681430548674 99.863193904371656 6.0102065133869464 leaf_count=94 2356 427 internal_value=0 -0.00173203 internal_weight=0 105.873 internal_count=2877 2783 is_linear=0 shrinkage=0.0224292 Tree=8543 num_leaves=3 num_cat=0 split_feature=49 15 split_gain=2.1556 4.68692 threshold=-0.14931499999999998 0.091570000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0092150677892920713 -0.00054094104591700617 -0.021011009382956275 leaf_weight=9.9507374105796753 99.862402543466487 5.9439871072027008 leaf_count=94 2356 427 internal_value=0 -0.00169449 internal_weight=0 105.806 internal_count=2877 2783 is_linear=0 shrinkage=0.0224292 Tree=8544 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.63815 2.29982 threshold=-0.40775499999999992 -0.082619999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004979275937192708 9.7593485806933471e-05 -4.1767677118229706e-05 leaf_weight=2.0679744326607752 33.133214907140427 74.065952427270531 leaf_count=103 755 1941 internal_value=0 1.3159e-06 internal_weight=0 107.199 internal_count=2799 2696 is_linear=0 shrinkage=0.000439788 Tree=8545 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.63647 2.48159 threshold=-0.40775499999999992 -0.082619999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025413368508304043 0.0052519651767910652 -0.0021783776677310202 leaf_weight=2.0552923920658932 32.715196677511813 73.106378156935534 leaf_count=103 755 1941 internal_value=0 0.000119278 internal_weight=0 105.822 internal_count=2799 2696 is_linear=0 shrinkage=0.0224292 Tree=8546 num_leaves=3 num_cat=0 split_feature=43 51 split_gain=2.25592 2.48227 threshold=0.23693500000000003 -0.40775499999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004976010328415747 -0.00039032350679333943 1.3285806939902514e-05 leaf_weight=1.8534842976332573 2.8597500702471725 103.95323944995653 leaf_count=98 168 2533 internal_value=0 4.24812e-06 internal_weight=0 105.807 internal_count=2799 2631 is_linear=0 shrinkage=0.000439788 Tree=8547 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.57157 2.37005 threshold=-0.40775499999999992 -0.082619999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025345855862837965 0.0051342664969803156 -0.0021274701753678793 leaf_weight=2.0144836633589867 32.708940831940708 73.117480534625429 leaf_count=103 755 1941 internal_value=0 0.000117516 internal_weight=0 105.826 internal_count=2799 2696 is_linear=0 shrinkage=0.0224292 Tree=8548 num_leaves=4 num_cat=0 split_feature=42 12 156 split_gain=2.61526 3.24983 2.07043 threshold=-1.0000000180025095e-35 0.086935000000000012 0.091280000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011463662358010317 0.001646558438887292 -0.022646766302374485 -0.011902258765974867 leaf_weight=9.3001472386695223 87.001848128778875 5.6899838583240117 6.0506918975370345 leaf_count=231 1821 512 233 internal_value=0 -0.00932596 0.000763293 internal_weight=0 14.9901 93.0525 internal_count=2797 743 2054 is_linear=0 shrinkage=0.0224292 Tree=8549 num_leaves=4 num_cat=0 split_feature=42 12 156 split_gain=2.5149 3.17997 1.98196 threshold=-1.0000000180025095e-35 0.086935000000000012 0.091280000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011206924931363293 0.0016097851955349902 -0.022491716759298067 -0.011657875462997585 leaf_weight=9.3002664743253245 86.993844610680753 5.6018368773002285 6.0395042507516328 leaf_count=231 1821 512 233 internal_value=0 -0.00917276 0.000746265 internal_weight=0 14.9021 93.0333 internal_count=2797 743 2054 is_linear=0 shrinkage=0.0224292 Tree=8550 num_leaves=4 num_cat=0 split_feature=42 12 156 split_gain=2.42998 3.18679 1.84732 threshold=-1.0000000180025095e-35 0.086935000000000012 0.091280000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9444353687543658e-05 3.0872267568967578e-05 -0.00043806315543518418 -0.00021800614645393603 leaf_weight=9.4152070239615551 87.89185702231407 5.5974701999439267 6.1544573920982648 leaf_count=231 1821 512 233 internal_value=0 -0.000175884 1.45445e-05 internal_weight=0 15.0127 94.0463 internal_count=2797 743 2054 is_linear=0 shrinkage=0.000439788 Tree=8551 num_leaves=4 num_cat=0 split_feature=42 12 0 split_gain=2.41652 3.11074 1.90877 threshold=-1.0000000180025095e-35 0.086935000000000012 -0.070894999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010931565499011132 -0.0013187357643156409 -0.022331402637885321 0.0057668119660507161 leaf_weight=9.3026035997045238 66.150641048381658 5.5158000790397628 26.883982571374872 leaf_count=231 1467 512 587 internal_value=0 -0.00901715 0.00072952 internal_weight=0 14.8184 93.0346 internal_count=2797 743 2054 is_linear=0 shrinkage=0.0224292 Tree=8552 num_leaves=4 num_cat=0 split_feature=131 39 49 split_gain=2.94466 2.25846 1.90626 threshold=0.089305000000000009 -1.0000000180025095e-35 -0.07278999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027752292757355729 0.00011871227659431064 4.0806366243161465e-05 -0.00038680664146164683 leaf_weight=4.4812092207430387 1.9323575100861488 102.3702264874255 5.5887765297957221 leaf_count=59 25 2404 365 internal_value=0 2.74089e-05 -0.000256955 internal_weight=0 106.851 7.52113 internal_count=2853 2463 390 is_linear=0 shrinkage=0.000439788 Tree=8553 num_leaves=4 num_cat=0 split_feature=131 39 49 split_gain=2.93542 2.26699 1.88577 threshold=0.089305000000000009 -1.0000000180025095e-35 -0.07278999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01415061609190303 0.0059960223641421697 0.0021515363163706787 -0.019706830849414748 leaf_weight=4.4611946449149391 1.9266363293863831 101.79006695441967 5.5348205693117043 leaf_count=59 25 2404 365 internal_value=0 0.00146464 -0.0130717 internal_weight=0 106.251 7.46146 internal_count=2853 2463 390 is_linear=0 shrinkage=0.0224292 Tree=8554 num_leaves=4 num_cat=0 split_feature=131 39 49 split_gain=2.84296 2.15864 1.88594 threshold=0.089305000000000009 -1.0000000180025095e-35 -0.07278999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0002690805091222791 0.00011868909715491389 4.1360309989778012e-05 -0.00038084625747735368 leaf_weight=4.5035986302827942 1.9680808181874452 102.9356802268785 5.5790005787966939 leaf_count=59 25 2404 365 internal_value=0 2.83019e-05 -0.00025061 internal_weight=0 107.439 7.54708 internal_count=2853 2463 390 is_linear=0 shrinkage=0.000439788 Tree=8555 num_leaves=4 num_cat=0 split_feature=131 39 49 split_gain=2.83115 2.10357 1.88181 threshold=0.089305000000000009 -1.0000000180025095e-35 -0.07278999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026534461413465078 0.0001213692989282052 4.2019371429118174e-05 -0.0003813361478630982 leaf_weight=4.4766163036983917 1.9358495944179592 102.47775718623325 5.5202878057025364 leaf_count=59 25 2404 365 internal_value=0 2.91095e-05 -0.000250841 internal_weight=0 106.954 7.45614 internal_count=2853 2463 390 is_linear=0 shrinkage=0.000439788 Tree=8556 num_leaves=3 num_cat=0 split_feature=1374 1456 split_gain=2.72207 2.76725 threshold=0.087110000000000007 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021866170034494394 -0.020666869118477614 0.0011681279206723115 leaf_weight=2.6704298359909435 3.0927469432645003 107.33805733037298 leaf_count=270 76 2503 internal_value=0 0.000605279 internal_weight=0 110.008 internal_count=2849 2773 is_linear=0 shrinkage=0.0224292 Tree=8557 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=2.61897 2.74935 threshold=0.087110000000000007 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014591780682891861 -0.020340159807271291 -0.013901710808378487 leaf_weight=103.77315811403514 3.0724800429597954 6.1935228846868986 leaf_count=2617 76 156 internal_value=0 0.000591762 internal_weight=0 109.967 internal_count=2849 2773 is_linear=0 shrinkage=0.0224292 Tree=8558 num_leaves=3 num_cat=0 split_feature=1456 11 split_gain=2.60811 2.73244 threshold=-1.0000000180025095e-35 0.08184000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021687450728336354 0.0013976566743912522 -0.01420334178609748 leaf_weight=2.6986843125578153 104.35585405184611 5.9517469115162376 leaf_count=276 2418 155 internal_value=0 0.000553578 internal_weight=0 110.308 internal_count=2849 2573 is_linear=0 shrinkage=0.0224292 Tree=8559 num_leaves=3 num_cat=0 split_feature=1456 1374 split_gain=2.51866 2.48492 threshold=-1.0000000180025095e-35 0.087110000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041786189221089127 1.9473379647897576e-05 -0.00038171130247532513 leaf_weight=2.7263814910002102 109.0790192520235 3.051096395647618 leaf_count=276 2503 70 internal_value=0 8.49389e-06 internal_weight=0 112.13 internal_count=2849 2573 is_linear=0 shrinkage=0.000439788 Tree=8560 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.34125 3.92119 threshold=-0.51323999999999992 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017798564756814603 -0.025666634843357444 0.00036283671951536564 leaf_weight=3.6786709886509916 2.9739643629291086 106.82016930112877 leaf_count=43 58 2714 internal_value=0 -0.000346556 internal_weight=0 109.794 internal_count=2815 2772 is_linear=0 shrinkage=0.0224292 Tree=8561 num_leaves=4 num_cat=0 split_feature=15 52 3 split_gain=2.02875 4.42099 3.8911 threshold=-0.0058149999999999999 0.11410000000000002 -0.097604999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020296708220828708 9.7249913042695706e-05 -0.00032880750358047823 -0.00010828929705815648 leaf_weight=9.2651311065264945 52.913417085630499 5.1520425613780381 47.580431361511728 leaf_count=159 1149 219 1288 internal_value=0 5.9351e-05 -5.75072e-05 internal_weight=0 58.0655 56.8456 internal_count=2815 1368 1447 is_linear=0 shrinkage=0.000439788 Tree=8562 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.24983 3.74923 threshold=-0.51323999999999992 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017494635058727948 -0.025108053794261457 0.00035149677845942775 leaf_weight=3.6576326307695117 2.9721974807907818 106.84562185662071 leaf_count=43 58 2714 internal_value=0 -0.000341805 internal_weight=0 109.818 internal_count=2815 2772 is_linear=0 shrinkage=0.0224292 Tree=8563 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=2.16259 3.58632 threshold=-0.51323999999999992 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017199462688380629 -0.02456447751941794 0.00034361591518391582 leaf_weight=3.6375158903538241 2.9702742807567111 106.84512459412872 leaf_count=43 58 2714 internal_value=0 -0.000334248 internal_weight=0 109.815 internal_count=2815 2772 is_linear=0 shrinkage=0.0224292 Tree=8564 num_leaves=4 num_cat=0 split_feature=50 50 49 split_gain=2.34769 4.70653 2.00715 threshold=0.099210000000000007 0.10124500000000002 -0.07107999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0080510935332357321 0.039956243336396968 0.0007830404752921066 0.00016756767633295335 leaf_weight=18.325594453230224 2.0996775561688983 5.6802614280932175 80.750137196926516 leaf_count=263 18 334 2200 internal_value=0 0.0114272 -0.00135386 internal_weight=0 7.77994 99.0757 internal_count=2815 352 2463 is_linear=0 shrinkage=0.0224292 Tree=8565 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=2.39657 4.68401 2.2296 threshold=0.077020000000000019 0.19224000000000002 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090355264003959008 -0.017886480813403459 0.0096876434414140122 0.0029447308634823859 leaf_weight=30.128359938415088 2.6722096625016993 8.6336327935132413 65.419630005471845 leaf_count=1275 137 154 1249 internal_value=0 -0.00486251 0.00212244 internal_weight=0 38.762 68.0918 internal_count=2815 1429 1386 is_linear=0 shrinkage=0.0224292 Tree=8566 num_leaves=4 num_cat=0 split_feature=1 16 51 split_gain=2.44733 4.44005 2.1067 threshold=0.077020000000000019 0.19224000000000002 0.090840000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017561573563589652 5.4504014143274627e-06 0.00018128144865710738 0.00020631838778080441 leaf_weight=30.387584307612997 56.580958142734744 8.6460083093534177 12.274032511339099 leaf_count=1275 1197 154 189 internal_value=0 -9.65124e-05 4.13042e-05 internal_weight=0 39.0336 68.855 internal_count=2815 1429 1386 is_linear=0 shrinkage=0.000439788 Tree=8567 num_leaves=4 num_cat=0 split_feature=1 16 52 split_gain=2.29552 4.48203 2.15363 threshold=0.077020000000000019 0.19224000000000002 -0.40306999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088525467780613543 -0.017708543242901057 0.0094795193622921083 0.0028798929619685649 leaf_weight=30.062419562909781 2.6409775722422628 8.6183948636025871 65.407727378746131 leaf_count=1275 137 154 1249 internal_value=0 -0.00476535 0.00207611 internal_weight=0 38.6808 68.0487 internal_count=2815 1429 1386 is_linear=0 shrinkage=0.0224292 Tree=8568 num_leaves=3 num_cat=0 split_feature=41 2 split_gain=3.05867 2.90564 threshold=0.082980000000000012 -0.10197499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00039995348781973695 -0.00036179317396167889 6.2309111426768055e-06 leaf_weight=3.7437597058051315 4.1917069835890279 99.225636300668157 leaf_count=79 116 2648 internal_value=0 2.06174e-05 internal_weight=0 102.969 internal_count=2843 2727 is_linear=0 shrinkage=0.000439788 Tree=8569 num_leaves=4 num_cat=0 split_feature=484 41 49 split_gain=3.10435 3.29418 1.27391 threshold=-0.0048899999999999994 0.082980000000000012 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.005030266826151e-05 3.9034557130031412e-05 -0.00036059832510451487 -0.00040739691119182227 leaf_weight=1.4705271759303284 96.273822464170735 4.1428415137870607 4.7540120839457805 leaf_count=31 2288 109 415 internal_value=0 2.24817e-05 -0.000297118 internal_weight=0 100.417 6.22454 internal_count=2843 2397 446 is_linear=0 shrinkage=0.000439788 Tree=8570 num_leaves=4 num_cat=0 split_feature=484 41 49 split_gain=3.10144 3.26298 1.25046 threshold=-0.0048899999999999994 0.082980000000000012 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0029121297675285362 0.0019927680486074642 -0.018380094247842989 -0.020812466202968904 leaf_weight=1.4578440530458463 95.698233567384705 4.1063560016282272 4.710284827002396 leaf_count=31 2288 109 415 internal_value=0 0.00115119 -0.0152134 internal_weight=0 99.8046 6.16813 internal_count=2843 2397 446 is_linear=0 shrinkage=0.0224292 Tree=8571 num_leaves=4 num_cat=0 split_feature=484 41 49 split_gain=2.99007 3.13722 1.2162 threshold=-0.0048899999999999994 0.082980000000000012 -0.056454999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028505505349599846 0.0019482206769009084 -0.018093085809181203 -0.020588338404092313 leaf_weight=1.4563621472334487 95.691440121258893 4.0785519948585707 4.6555933473209725 leaf_count=31 2288 109 415 internal_value=0 0.00112564 -0.0150118 internal_weight=0 99.77 6.11196 internal_count=2843 2397 446 is_linear=0 shrinkage=0.0224292 Tree=8572 num_leaves=4 num_cat=0 split_feature=403 16 12 split_gain=3.615 2.1186 0.0715645 threshold=0.09389500000000002 0.31481000000000009 0.089810000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00036703414512643314 -0.017974988363567868 0.010714774551065955 -0.02533590267409248 leaf_weight=99.571312992871754 1.4895293369590938 11.040397397013292 1.8603783589533121 leaf_count=2364 107 258 124 internal_value=0 0.00140154 -0.0221833 internal_weight=0 110.612 3.34991 internal_count=2853 2622 231 is_linear=0 shrinkage=0.0224292 Tree=8573 num_leaves=4 num_cat=0 split_feature=403 16 12 split_gain=3.53617 2.02986 0.0749358 threshold=0.09389500000000002 0.31481000000000009 0.089810000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=6.7003147561113905e-06 -0.00034801133453705145 0.00020475790402029966 -0.00049489646500135392 leaf_weight=100.14856779696311 1.4955896029059652 11.100883754903405 1.8446700202985082 leaf_count=2364 107 258 124 internal_value=0 2.6495e-05 -0.000431481 internal_weight=0 111.249 3.34026 internal_count=2853 2622 231 is_linear=0 shrinkage=0.000439788 Tree=8574 num_leaves=4 num_cat=0 split_feature=403 16 12 split_gain=3.56794 1.98295 0.0827304 threshold=0.09389500000000002 0.31481000000000009 0.089505000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.5571928927799318e-06 -0.00034123604396063876 0.00020053690143125854 -0.0004935984692368662 leaf_weight=100.63510771512119 1.4485077829922368 11.193421315423619 1.9516813279078631 leaf_count=2364 104 258 127 internal_value=0 2.51045e-05 -0.000430959 internal_weight=0 111.829 3.40019 internal_count=2853 2622 231 is_linear=0 shrinkage=0.000439788 Tree=8575 num_leaves=4 num_cat=0 split_feature=403 16 133 split_gain=3.50533 2.02288 0.0421389 threshold=0.09389500000000002 0.31481000000000009 -0.070919999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00035671768689701365 -0.024708139049741836 0.010470461734256907 -0.018652239106711991 leaf_weight=99.601288974216004 1.7740200196785738 11.033997828928475 1.5238575162875339 leaf_count=2364 142 258 89 internal_value=0 0.00136703 -0.0220333 internal_weight=0 110.635 3.29788 internal_count=2853 2622 231 is_linear=0 shrinkage=0.0224292 Tree=8576 num_leaves=4 num_cat=0 split_feature=12 2 42 split_gain=3.02925 4.53232 4.18282 threshold=0.083760000000000015 0.10467500000000002 0.10163000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001736343142450259 0.00011356712416027278 9.089523854049579e-05 -0.00037870863018301293 leaf_weight=31.208834168934118 50.486604224005532 20.903708698162518 3.5562003872073538 leaf_count=509 1697 360 258 internal_value=0 -6.75301e-05 8.10514e-05 internal_weight=0 52.1125 54.0428 internal_count=2824 869 1955 is_linear=0 shrinkage=0.000439788 Tree=8577 num_leaves=4 num_cat=0 split_feature=12 2 42 split_gain=2.93563 4.67677 4.18716 threshold=0.083760000000000015 0.10467500000000002 0.10163000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017707915420567456 0.00010997918818688674 9.1813962344146276e-05 -0.00038154211984764945 leaf_weight=31.127299904444953 50.376442213149858 20.893370735060671 3.5724507314425855 leaf_count=509 1697 360 258 internal_value=0 -6.90879e-05 7.73076e-05 internal_weight=0 52.0207 53.9489 internal_count=2824 869 1955 is_linear=0 shrinkage=0.000439788 Tree=8578 num_leaves=3 num_cat=0 split_feature=151 0 split_gain=2.8049 2.74538 threshold=0.086895000000000014 -0.19894999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.010108693287944304 0.012706063771585499 0.00076264835482052018 leaf_weight=13.576590592245337 8.4367015159514249 83.179124102283822 leaf_count=139 103 2582 internal_value=0 -0.000764492 internal_weight=0 96.7557 internal_count=2824 2721 is_linear=0 shrinkage=0.0224292 Tree=8579 num_leaves=4 num_cat=0 split_feature=12 2 42 split_gain=3.15657 4.48417 4.21119 threshold=0.083760000000000015 0.10467500000000002 0.10163000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090490278893117539 0.0057978703861231509 0.0044405716168904917 -0.019478808918460194 leaf_weight=30.93592126754811 50.028108846438954 20.662738325238024 3.5325986454827207 leaf_count=509 1697 360 258 internal_value=0 -0.00364746 0.0041244 internal_weight=0 51.5987 53.5607 internal_count=2824 869 1955 is_linear=0 shrinkage=0.0224292 Tree=8580 num_leaves=4 num_cat=0 split_feature=1212 160 1 split_gain=2.24724 2.19366 0.267437 threshold=0.08401500000000002 0.098085000000000019 0.08413000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.7836539479448548e-05 -0.0004641625379500195 -0.00019433167805745668 -0.00020280335905278877 leaf_weight=100.04130439680193 1.6963405371207039 7.7798529589381351 1.4468876853643449 leaf_count=2349 225 209 68 internal_value=0 3.03315e-05 -0.000345805 internal_weight=0 107.821 3.14323 internal_count=2851 2558 293 is_linear=0 shrinkage=0.000439788 Tree=8581 num_leaves=4 num_cat=0 split_feature=1212 160 2 split_gain=2.2179 2.22574 0.268518 threshold=0.08401500000000002 0.098085000000000019 0.087120000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024267128513197778 -0.023800818792608983 -0.01005780456628412 -0.010368241789734183 leaf_weight=99.461428378159326 1.6592971539721468 7.7242759098480738 1.4431413612655886 leaf_count=2349 169 209 124 internal_value=0 0.00152539 -0.0176541 internal_weight=0 107.186 3.10244 internal_count=2851 2558 293 is_linear=0 shrinkage=0.0224292 Tree=8582 num_leaves=4 num_cat=0 split_feature=1212 48 2 split_gain=2.14536 2.14619 0.271573 threshold=0.08401500000000002 0.12796000000000005 0.087120000000000017 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023073360065752739 -0.023761583497674408 -0.010846616892744826 -0.010181242348128979 leaf_weight=100.53938677590668 1.6251747906990197 6.6339983828074756 1.4371044229628749 leaf_count=2467 169 91 124 internal_value=0 0.00149132 -0.017491 internal_weight=0 107.173 3.06228 internal_count=2851 2558 293 is_linear=0 shrinkage=0.0224292 Tree=8583 num_leaves=4 num_cat=0 split_feature=1 454 3 split_gain=2.13295 4.45191 4.11629 threshold=0.094655000000000017 1.0000000180025095e-35 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029158095202824943 0.010043894499414261 0.02456558411050375 -0.0040706208629303197 leaf_weight=62.795738043827441 27.662377514276159 3.093409926572348 16.630939445523836 leaf_count=1979 623 16 233 internal_value=0 -0.00161885 0.00474481 internal_weight=0 65.8891 44.2933 internal_count=2851 1995 856 is_linear=0 shrinkage=0.0224292 Tree=8584 num_leaves=4 num_cat=0 split_feature=16 3 43 split_gain=2.93092 2.35222 0.306682 threshold=0.5053700000000001 0.28833000000000003 -0.064499999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051206038647373935 -0.027087460415425906 0.017397651495817328 -0.013137386430220922 leaf_weight=98.21646983120354 1.8852971957894626 3.8140314487245623 1.4715574592937617 leaf_count=2544 72 116 116 internal_value=0 0.000160557 -0.021081 internal_weight=0 102.031 3.35685 internal_count=2848 2660 188 is_linear=0 shrinkage=0.0224292 Tree=8585 num_leaves=4 num_cat=0 split_feature=16 3 16 split_gain=2.87899 2.44379 0.337879 threshold=0.5053700000000001 0.28833000000000003 0.52532500000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.1900785637976861e-05 -0.00052952934060900101 0.00034340441340451197 -0.00024494651676798128 leaf_weight=99.487015442638949 1.9312527412657794 3.8714053895346288 1.4750458559738033 leaf_count=2544 79 116 109 internal_value=0 1.46852e-06 -0.000408347 internal_weight=0 103.358 3.4063 internal_count=2848 2660 188 is_linear=0 shrinkage=0.000439788 Tree=8586 num_leaves=4 num_cat=0 split_feature=16 3 43 split_gain=2.83849 2.28119 0.306737 threshold=0.5053700000000001 0.28833000000000003 -0.064499999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00050241401357532074 -0.026949327134430337 0.017248971594486909 -0.012928478772441455 leaf_weight=98.240260303226023 1.8529033072445602 3.7629655145829011 1.4624970817767451 leaf_count=2544 72 116 116 internal_value=0 0.000155551 -0.0208739 internal_weight=0 102.003 3.3154 internal_count=2848 2660 188 is_linear=0 shrinkage=0.0224292 Tree=8587 num_leaves=4 num_cat=0 split_feature=16 1 43 split_gain=2.74961 2.21138 0.306571 threshold=0.5053700000000001 0.13984500000000002 -0.064499999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043616744487316402 -0.026814101067257241 0.018688841143760935 -0.012724931596608889 leaf_weight=98.832659576549304 1.8209362146881178 3.1189699167807694 1.4529779518252315 leaf_count=2553 72 107 116 internal_value=0 0.000152306 -0.0206713 internal_weight=0 101.952 3.27391 internal_count=2848 2660 188 is_linear=0 shrinkage=0.0224292 Tree=8588 num_leaves=4 num_cat=0 split_feature=0 0 43 split_gain=2.59743 2.89307 2.07392 threshold=-0.077944999999999987 -0.084014999999999992 -0.17307499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0015708164478523108 0.013189726644137889 -0.015517042093142952 0.0010688174655781922 leaf_weight=63.733545074255744 9.3257807808731723 8.4602844587461714 29.597991608639859 leaf_count=1355 98 505 901 internal_value=0 -0.00320882 0.00397792 internal_weight=0 72.1938 38.9238 internal_count=2859 1860 999 is_linear=0 shrinkage=0.0224292 Tree=8589 num_leaves=4 num_cat=0 split_feature=159 482 159 split_gain=2.3905 3.99264 2.66948 threshold=0.087735000000000021 0.078970000000000012 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.2004812701639619e-05 0.00041040959312491754 -0.00051955506851706365 2.1105627226629612e-05 leaf_weight=93.199023697841767 5.0172684910939997 3.2084500188630036 10.535303107311845 leaf_count=2327 56 145 331 internal_value=0 -3.86629e-05 0.000147045 internal_weight=0 96.4075 15.5526 internal_count=2859 2472 387 is_linear=0 shrinkage=0.000439788 Tree=8590 num_leaves=4 num_cat=0 split_feature=0 1 16 split_gain=2.59896 3.05751 2.78732 threshold=-0.077944999999999987 0.094695000000000015 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013460285884808683 0.00020429159420710038 5.0757139139508971e-05 -3.0183905837474839e-05 leaf_weight=45.372851912181432 17.84196772255018 27.710931929017534 21.732832454174059 leaf_count=1462 561 398 438 internal_value=0 -6.43256e-05 7.55749e-05 internal_weight=0 73.0838 39.5748 internal_count=2859 1860 999 is_linear=0 shrinkage=0.000439788 Tree=8591 num_leaves=4 num_cat=0 split_feature=0 0 16 split_gain=2.43465 2.89652 2.80775 threshold=-0.077944999999999987 -0.084014999999999992 0.066010000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.7349349372297137e-05 0.00020597405766723814 -0.00030036787342477923 -3.0118004683051522e-05 leaf_weight=64.235018900606519 17.746691279848164 8.493556683049972 21.564721367099992 leaf_count=1355 561 505 438 internal_value=0 -5.93041e-05 7.65113e-05 internal_weight=0 72.7286 39.3114 internal_count=2859 1860 999 is_linear=0 shrinkage=0.000439788 Tree=8592 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=2.76515 2.68929 threshold=-0.43144499999999991 -0.49820499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02374361916786609 -0.019629959658501454 0.00049392976381797181 leaf_weight=2.5472931483745915 3.4366639828185717 100.35047504777503 leaf_count=18 56 2686 internal_value=0 -0.000175912 internal_weight=0 103.787 internal_count=2760 2742 is_linear=0 shrinkage=0.0224292 Tree=8593 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=2.6297 2.4352 threshold=-0.43144499999999991 -0.49820499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045063014956452519 -0.00036136269274808665 1.0970570354066763e-05 leaf_weight=2.565009547986846 3.4964592588949008 101.14840220023507 leaf_count=18 56 2686 internal_value=0 -1.5337e-06 internal_weight=0 104.645 internal_count=2760 2742 is_linear=0 shrinkage=0.000439788 Tree=8594 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=2.59233 2.44188 threshold=-0.43144499999999991 -0.49820499999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044924688901934972 -0.00036344103953253728 9.1836844669594376e-06 leaf_weight=2.5647950743332322 3.500659360397548 101.20944513289851 leaf_count=18 56 2686 internal_value=0 -3.33785e-06 internal_weight=0 104.71 internal_count=2760 2742 is_linear=0 shrinkage=0.000439788 Tree=8595 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.39534 3.41023 threshold=-0.49820499999999995 -0.43902499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019026875892447011 0.029026922475650363 -0.00067831987562176372 leaf_weight=3.4608660392077573 1.9632950789309678 100.97147248485999 leaf_count=56 25 2679 internal_value=0 -0.000106468 internal_weight=0 102.935 internal_count=2760 2704 is_linear=0 shrinkage=0.0224292 Tree=8596 num_leaves=4 num_cat=0 split_feature=457 457 15 split_gain=2.2447 2.20589 1.83353 threshold=0.083585000000000007 -0.098834999999999992 -0.073514999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028689692137685673 0.00033344806140228036 -3.4085794455523757e-06 3.9600900243624906e-05 leaf_weight=5.3430086615771861 8.3209561024177692 90.583355406423834 8.1035137969447515 leaf_count=61 91 2564 128 internal_value=0 1.2815e-05 0.000188684 internal_weight=0 95.9264 16.4245 internal_count=2844 2625 219 is_linear=0 shrinkage=0.000439788 Tree=8597 num_leaves=4 num_cat=0 split_feature=457 457 15 split_gain=2.25172 2.15905 1.86389 threshold=0.083585000000000007 -0.098834999999999992 -0.073514999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014520329475936988 0.017084913126738946 -0.00019376669464571397 0.0019280068484077532 leaf_weight=5.2943295295408452 8.293853097455214 89.848129003704344 8.0293751580411463 leaf_count=61 91 2564 128 internal_value=0 0.000627767 0.00964021 internal_weight=0 95.1425 16.3232 internal_count=2844 2625 219 is_linear=0 shrinkage=0.0224292 Tree=8598 num_leaves=4 num_cat=0 split_feature=457 457 15 split_gain=2.15846 2.07507 1.7937 threshold=0.083585000000000007 -0.098834999999999992 -0.073514999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.014271497300617705 0.016771345728547261 -0.00018942249697083389 0.0018858302124009525 leaf_weight=5.2664726686925851 8.2601597557331861 89.84771838576853 8.0253055159773776 leaf_count=61 91 2564 128 internal_value=0 0.000613982 0.00944672 internal_weight=0 95.1142 16.2855 internal_count=2844 2625 219 is_linear=0 shrinkage=0.0224292 Tree=8599 num_leaves=4 num_cat=0 split_feature=457 13 15 split_gain=2.05237 2.15114 1.71726 threshold=0.083585000000000007 -0.094744999999999982 -0.073514999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012605664438224005 0.0003219285590920709 -2.5509649742497533e-05 3.6910953821674906e-05 leaf_weight=24.215020637209818 8.2698430751133873 71.669152283079711 8.0796424532854854 leaf_count=343 91 2282 128 internal_value=0 1.27851e-05 0.000181285 internal_weight=0 95.8842 16.3495 internal_count=2844 2625 219 is_linear=0 shrinkage=0.000439788 Tree=8600 num_leaves=3 num_cat=0 split_feature=456 43 split_gain=2.02412 1.96825 threshold=-0.030409999999999996 -0.074204999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019693337470013488 0.0045677747892513059 -0.0017398664019249918 leaf_weight=2.5444009628117774 38.282477485940944 71.04012688241346 leaf_count=62 1108 1709 internal_value=0 0.000469349 internal_weight=0 109.323 internal_count=2879 2817 is_linear=0 shrinkage=0.0224292 Tree=8601 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=2.00046 3.50266 threshold=0.2623950000000001 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0062272229963436735 -0.016407567063748251 -0.0023134533552452755 leaf_weight=36.354191804342918 3.5952462158265908 71.906730920494738 leaf_count=1052 96 1731 internal_value=0 0.000555112 internal_weight=0 108.261 internal_count=2879 2783 is_linear=0 shrinkage=0.0224292 Tree=8602 num_leaves=3 num_cat=0 split_feature=456 1373 split_gain=1.9406 1.92016 threshold=-0.030409999999999996 0.089210000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019376334231511007 0.00095460414788735076 -0.017293300123137484 leaf_weight=2.5203468678446361 106.36787507389545 2.9631804914679369 leaf_count=62 2783 34 internal_value=0 0.000457101 internal_weight=0 109.331 internal_count=2879 2817 is_linear=0 shrinkage=0.0224292 Tree=8603 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.99172 3.43378 threshold=0.2623950000000001 -0.17307499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00028685610043219543 -0.00031956341951873602 -9.3555944358572567e-06 leaf_weight=8.1632218753948091 3.5824019574374679 101.01905738825735 leaf_count=115 96 2668 internal_value=0 1.28375e-05 internal_weight=0 109.182 internal_count=2879 2783 is_linear=0 shrinkage=0.000439788 Tree=8604 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.18531 2.36193 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020646339948132322 -0.018022557346079073 0.00088180785680939315 leaf_weight=3.1126407829578957 2.959632547106593 105.95522153994716 leaf_count=16 71 2752 internal_value=0 0.00144937 internal_weight=0 109.068 internal_count=2839 2768 is_linear=0 shrinkage=0.0224292 Tree=8605 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=2.09613 2.26405 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020235404852519664 -0.017688624579405624 0.0008620550987838971 leaf_weight=3.1050934353843322 2.9483602409018195 105.95255686972268 leaf_count=16 71 2752 internal_value=0 0.0014171 internal_weight=0 109.058 internal_count=2839 2768 is_linear=0 shrinkage=0.0224292 Tree=8606 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=2.01038 2.10185 threshold=0.51074000000000008 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00091888528478199631 0.019571086583832494 -0.018522666234213694 leaf_weight=106.32508865785258 2.8061368991802729 2.8539860031887647 leaf_count=2638 133 68 internal_value=0 0.000407525 internal_weight=0 109.179 internal_count=2839 2706 is_linear=0 shrinkage=0.0224292 Tree=8607 num_leaves=3 num_cat=0 split_feature=4 1374 split_gain=1.95298 2.01765 threshold=0.51074000000000008 0.087110000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00089828941677661575 0.019422689540268989 -0.018190650857086689 leaf_weight=106.32387835121517 2.7647710454148173 2.8413889527000711 leaf_count=2638 133 68 internal_value=0 0.000398342 internal_weight=0 109.165 internal_count=2839 2706 is_linear=0 shrinkage=0.0224292 Tree=8608 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=2.70679 2.47422 threshold=0.078275000000000025 -0.094744999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0049540825225028728 -0.025720572862282454 -0.003798863643682867 leaf_weight=20.565995139644656 2.4530516912927842 77.084796839802948 leaf_count=327 86 2417 internal_value=0 -0.00195482 internal_weight=0 97.6508 internal_count=2830 2744 is_linear=0 shrinkage=0.0224292 Tree=8609 num_leaves=3 num_cat=0 split_feature=14 52 split_gain=2.63034 2.44692 threshold=0.078275000000000025 -0.40306999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019841587864035875 -0.025495092710959968 -0.0012083643315645301 leaf_weight=3.6656109198902405 2.4197862379332937 93.937129294115039 leaf_count=278 86 2466 internal_value=0 -0.00191191 internal_weight=0 97.6027 internal_count=2830 2744 is_linear=0 shrinkage=0.0224292 Tree=8610 num_leaves=4 num_cat=0 split_feature=15 15 14 split_gain=2.53466 3.096 1.24072 threshold=-0.24219999999999997 -0.18995499999999996 -0.24790499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018686714818949449 -0.029364242100385678 -0.0026993333787766146 0.022273139393170206 leaf_weight=3.1219559792371001 2.2253367634330052 91.721132740137364 2.8718715153936492 leaf_count=95 69 2519 147 internal_value=0 -0.00333679 0.0116849 internal_weight=0 93.9465 5.99383 internal_count=2830 2588 242 is_linear=0 shrinkage=0.0224292 Tree=8611 num_leaves=3 num_cat=0 split_feature=14 13 split_gain=2.4921 2.38867 threshold=0.077685000000000018 -0.094744999999999982 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0049783136320515472 -0.024704678210921375 -0.0036327562371644669 leaf_weight=20.513940188215201 2.4350276265467974 76.896486097921297 leaf_count=325 90 2415 internal_value=0 -0.00181871 internal_weight=0 97.4104 internal_count=2830 2740 is_linear=0 shrinkage=0.0224292 Tree=8612 num_leaves=4 num_cat=0 split_feature=158 2 41 split_gain=2.14171 3.28054 2.97005 threshold=0.084965000000000027 0.10556500000000001 0.082560000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0040399768709174881 -0.023962242996406282 0.011365791752725212 -0.017033354764603017 leaf_weight=102.28537328007224 3.5339437698439715 2.0915951158822281 3.4603738063997289 leaf_count=2418 223 78 101 internal_value=0 -0.0108331 0.00334743 internal_weight=0 5.62554 105.746 internal_count=2820 301 2519 is_linear=0 shrinkage=0.0224292 Tree=8613 num_leaves=4 num_cat=0 split_feature=158 2 41 split_gain=2.06123 3.18247 2.85097 threshold=0.084965000000000027 0.10556500000000001 0.082560000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003950311355110943 -0.023776370941692677 0.011170809426830889 -0.016758571953886598 leaf_weight=102.26153555644578 3.482420450663084 2.0808278916083509 3.4387859148846465 leaf_count=2418 223 78 101 internal_value=0 -0.0107115 0.00327368 internal_weight=0 5.56325 105.7 internal_count=2820 301 2519 is_linear=0 shrinkage=0.0224292 Tree=8614 num_leaves=4 num_cat=0 split_feature=158 2 41 split_gain=2.04456 3.09566 2.71987 threshold=0.084965000000000027 0.10556500000000001 0.082560000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6287149763840201e-05 -0.0004620049341315891 0.00021408080973830848 -0.00031992218432428787 leaf_weight=103.02510043043731 3.4853806938999687 2.0773301411827561 3.4451629345021493 leaf_count=2418 223 78 101 internal_value=0 -0.00020966 6.34116e-05 internal_weight=0 5.56271 106.47 internal_count=2820 301 2519 is_linear=0 shrinkage=0.000439788 Tree=8615 num_leaves=4 num_cat=0 split_feature=158 2 41 split_gain=2.00199 3.12458 2.78231 threshold=0.084965000000000027 0.10556500000000001 0.082560000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.7743647374370532e-05 -0.0004606432759349343 0.0002166276562951515 -0.00032310356881903586 leaf_weight=102.87963827775729 3.4704425228828759 2.102116797133931 3.4432747756291056 leaf_count=2418 223 78 101 internal_value=0 -0.000205291 6.47065e-05 internal_weight=0 5.57256 106.323 internal_count=2820 301 2519 is_linear=0 shrinkage=0.000439788 Tree=8616 num_leaves=4 num_cat=0 split_feature=1 2 51 split_gain=2.3121 4.52133 2.18628 threshold=0.10100500000000003 0.095175000000000023 -0.12676999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3951963893966072e-05 0.00032676207493083001 -0.00023424010859554879 3.7029638663151892e-05 leaf_weight=54.610458199936147 5.9959401136147781 19.163189518092622 31.031761805465067 leaf_count=1615 88 549 647 internal_value=0 -5.05615e-05 8.40906e-05 internal_weight=0 73.7736 37.0277 internal_count=2899 2164 735 is_linear=0 shrinkage=0.000439788 Tree=8617 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=2.60066 3.82824 threshold=-0.4290699999999999 0.31481000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023217454823295399 -0.00099736810375207247 0.014785997184254171 leaf_weight=2.4118686793735824 98.250046384995585 8.3719021978795336 leaf_count=262 2526 111 internal_value=0 0.000244359 internal_weight=0 106.622 internal_count=2899 2637 is_linear=0 shrinkage=0.0224292 Tree=8618 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=2.54085 3.66921 threshold=-0.4290699999999999 0.31481000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023193510821067145 -0.00097500167189490069 0.014497845827239241 leaf_weight=2.3608013465145623 98.250111741936962 8.3474498261020909 leaf_count=262 2526 111 internal_value=0 0.000239026 internal_weight=0 106.598 internal_count=2899 2637 is_linear=0 shrinkage=0.0224292 Tree=8619 num_leaves=3 num_cat=0 split_feature=52 16 split_gain=2.54274 3.53208 threshold=-0.4290699999999999 0.31481000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045443615588549468 -1.8289743185738706e-05 0.00027878927404331082 leaf_weight=2.3628407200776556 98.830740005373627 8.3791511479394085 leaf_count=262 2526 111 internal_value=0 4.97442e-06 internal_weight=0 107.21 internal_count=2899 2637 is_linear=0 shrinkage=0.000439788 Tree=8620 num_leaves=4 num_cat=0 split_feature=1 49 3 split_gain=2.91428 3.01588 2.19882 threshold=0.10413000000000001 -0.085934999999999984 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013866225532801528 0.010168063647583082 -0.00040330761514105598 -0.0013835515250475133 leaf_weight=9.4961275072091649 21.626441231645003 69.604921080317581 13.42788011763332 leaf_count=119 454 2097 213 internal_value=0 -0.00202249 0.00574477 internal_weight=0 79.101 35.0543 internal_count=2883 2216 667 is_linear=0 shrinkage=0.0224292 Tree=8621 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=2.78867 2.93767 2.10974 threshold=0.10413000000000001 -0.23033499999999998 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010808715806458292 0.00996754292937224 -0.0034378854213609729 -0.0013519142508998069 leaf_weight=8.0945392186695226 21.567742931347311 70.994472501960445 13.434265727715681 leaf_count=58 454 2158 213 internal_value=0 -0.00197753 0.00562461 internal_weight=0 79.089 35.002 internal_count=2883 2216 667 is_linear=0 shrinkage=0.0224292 Tree=8622 num_leaves=4 num_cat=0 split_feature=1 49 3 split_gain=2.66853 2.88007 2.02404 threshold=0.10413000000000001 -0.085934999999999984 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.013513482859414845 0.0097701581790741055 -0.00035150928668917128 -0.001321014319687756 leaf_weight=9.4877802776954905 21.510988553189236 69.550623813694983 13.440513703462782 leaf_count=119 454 2097 213 internal_value=0 -0.00193436 0.00550668 internal_weight=0 79.0384 34.9515 internal_count=2883 2216 667 is_linear=0 shrinkage=0.0224292 Tree=8623 num_leaves=4 num_cat=0 split_feature=1 0 3 split_gain=2.69586 2.75507 1.91119 threshold=0.10413000000000001 -0.23033499999999998 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0002045119715472805 0.00018897203554277397 -6.5288225031733714e-05 -2.1316109198142279e-05 leaf_weight=8.1337768129596935 21.728857109246746 71.711067931631078 13.572346184831984 leaf_count=58 454 2158 213 internal_value=0 -3.77614e-05 0.000108154 internal_weight=0 79.8448 35.3012 internal_count=2883 2216 667 is_linear=0 shrinkage=0.000439788 Tree=8624 num_leaves=4 num_cat=0 split_feature=403 475 484 split_gain=3.42143 2.96407 0.992675 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.079155000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.020065818266461949 -0.01517378849859711 0.0032584590276277469 0.0012142675047381092 leaf_weight=4.5624564256850126 4.5755538331486596 98.176536336199206 1.4495980902756853 leaf_count=616 207 1952 47 internal_value=0 0.002435 -0.0149473 internal_weight=0 102.752 6.01205 internal_count=2822 2159 663 is_linear=0 shrinkage=0.0224292 Tree=8625 num_leaves=4 num_cat=0 split_feature=403 475 2 split_gain=3.30223 2.84272 1.20889 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022291379363783143 -0.014905337747803378 0.0031862190917095654 -0.0011714533302329795 leaf_weight=3.8231738493359435 4.5540767983438846 98.151231905407258 2.1167626629357983 leaf_count=488 207 1952 175 internal_value=0 0.0023814 -0.0147929 internal_weight=0 102.705 5.93994 internal_count=2822 2159 663 is_linear=0 shrinkage=0.0224292 Tree=8626 num_leaves=4 num_cat=0 split_feature=403 475 2 split_gain=3.2222 2.72054 1.2251 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043568072918832927 -0.00028517579015578665 6.1831251085409285e-05 -1.9743457593584356e-05 leaf_weight=3.7947109239166812 4.553374392899058 98.769325125222167 2.1400611763510824 leaf_count=488 207 1952 175 internal_value=0 4.6489e-05 -0.000286239 internal_weight=0 103.323 5.93477 internal_count=2822 2159 663 is_linear=0 shrinkage=0.000439788 Tree=8627 num_leaves=4 num_cat=0 split_feature=403 475 2 split_gain=3.29219 2.70861 1.17932 threshold=-1.0000000180025095e-35 -0.08459499999999999 0.090020000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00043528958276745235 -0.00028197119390648809 6.3073515384957568e-05 -2.7045568897182234e-05 leaf_weight=3.7920424721578447 4.5858704001620927 99.182561737190554 2.1396209088852629 leaf_count=488 207 1952 175 internal_value=0 4.77758e-05 -0.00028859 internal_weight=0 103.768 5.93166 internal_count=2822 2159 663 is_linear=0 shrinkage=0.000439788 Tree=8628 num_leaves=3 num_cat=0 split_feature=1375 49 split_gain=3.48421 2.58791 threshold=-0.24467499999999998 0.27772500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045366852629076049 3.9832332353045361e-05 -0.0003931864470472586 leaf_weight=3.852433726327944 110.4011974184159 2.7165955517793909 leaf_count=25 2793 48 internal_value=0 2.93685e-05 internal_weight=0 113.118 internal_count=2866 2841 is_linear=0 shrinkage=0.000439788 Tree=8629 num_leaves=3 num_cat=0 split_feature=1375 49 split_gain=3.48291 2.60033 threshold=-0.24467499999999998 0.27772500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023259109680925507 0.0020779275389028844 -0.020117761651480152 leaf_weight=3.822766775638228 109.65597721699305 2.7022196815541966 leaf_count=25 2793 48 internal_value=0 0.00154079 internal_weight=0 112.358 internal_count=2866 2841 is_linear=0 shrinkage=0.0224292 Tree=8630 num_leaves=3 num_cat=0 split_feature=1375 49 split_gain=3.38744 2.48035 threshold=-0.24467499999999998 0.27772500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004500757787966284 3.9824511082388409e-05 -0.00038639565703253801 leaf_weight=3.813020660167239 110.28225591039336 2.6865596361185444 leaf_count=25 2793 48 internal_value=0 2.96248e-05 internal_weight=0 112.969 internal_count=2866 2841 is_linear=0 shrinkage=0.000439788 Tree=8631 num_leaves=3 num_cat=0 split_feature=1375 49 split_gain=3.41336 2.52319 threshold=-0.24467499999999998 0.27772500000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0004511726242894467 3.9165020772648001e-05 -0.00038737159260312501 leaf_weight=3.8071621755352671 110.60560995365358 2.7300652070334754 leaf_count=25 2793 48 internal_value=0 2.8827e-05 internal_weight=0 113.336 internal_count=2866 2841 is_linear=0 shrinkage=0.000439788 Tree=8632 num_leaves=4 num_cat=0 split_feature=130 1 9 split_gain=3.60899 3.31709 2.43011 threshold=-1.0000000180025095e-35 0.081315000000000012 0.083710000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00058728507119508412 5.3928338729326783e-05 7.0040332443016158e-06 -0.00022076892774823827 leaf_weight=3.5421078606595975 97.445392672437265 3.7070925058505964 6.6353488820477642 leaf_count=174 2463 94 92 internal_value=0 -0.000284158 3.63786e-05 internal_weight=0 7.2492 104.081 internal_count=2823 268 2555 is_linear=0 shrinkage=0.000439788 Tree=8633 num_leaves=4 num_cat=0 split_feature=2 1429 2 split_gain=3.7892 5.8351 4.12886 threshold=0.086610000000000006 0.084545000000000009 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014713657369581546 0.00051260836517996776 0.00041173485631589897 4.8814755703811232e-05 leaf_weight=37.308656939379034 3.9152914132610013 3.9821912119750769 65.97099678154882 leaf_count=1135 38 38 1612 internal_value=0 -9.30723e-05 7.49311e-05 internal_weight=0 41.2908 69.8863 internal_count=2823 1173 1650 is_linear=0 shrinkage=0.000439788 Tree=8634 num_leaves=4 num_cat=0 split_feature=2 1429 2 split_gain=3.53399 5.6375 4.12929 threshold=0.086610000000000006 0.084545000000000009 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0072127206127554216 0.026165795102347057 0.020997495542413286 0.0025018321363348742 leaf_weight=36.760242369642583 3.9148212927939303 3.9275546547123659 65.19737967328183 leaf_count=1135 38 38 1612 internal_value=0 -0.00448104 0.00384912 internal_weight=0 40.6878 69.1122 internal_count=2823 1173 1650 is_linear=0 shrinkage=0.0224292 Tree=8635 num_leaves=4 num_cat=0 split_feature=130 1 2 split_gain=3.65125 3.19146 2.91856 threshold=-1.0000000180025095e-35 0.081315000000000012 0.086610000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.030057361105233261 -0.0031535474524172916 -3.6425869965189186e-05 0.0046993439668404514 leaf_weight=3.4807451803644645 37.542743189200337 3.6283028730249498 65.014337835446895 leaf_count=174 1040 94 1515 internal_value=0 -0.0147765 0.00182461 internal_weight=0 7.10905 102.557 internal_count=2823 268 2555 is_linear=0 shrinkage=0.0224292 Tree=8636 num_leaves=3 num_cat=0 split_feature=453 123 split_gain=2.07918 2.18259 threshold=0.086430000000000021 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00067052163691770986 -0.019895855669258462 0.012094802420735464 leaf_weight=96.16113930143365 2.6310444341215762 7.2266029413149218 leaf_count=2548 56 225 internal_value=0 0.000223818 internal_weight=0 103.388 internal_count=2829 2773 is_linear=0 shrinkage=0.0224292 Tree=8637 num_leaves=3 num_cat=0 split_feature=453 123 split_gain=2.00405 2.09952 threshold=0.086430000000000021 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00065549338705032521 -0.019611381141672508 0.01190270412514962 leaf_weight=96.159960460583534 2.6098596040101247 7.1793779616564271 leaf_count=2548 56 225 internal_value=0 0.00021901 internal_weight=0 103.339 internal_count=2829 2773 is_linear=0 shrinkage=0.0224292 Tree=8638 num_leaves=4 num_cat=0 split_feature=128 453 16 split_gain=1.9948 2.06476 0.465598 threshold=0.086435000000000012 1.0000000180025095e-35 -0.0070549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00091957927365188448 -0.026286270264666966 -0.015198390404771871 -0.0086768500971852614 leaf_weight=98.663301247726849 1.611563184324041 4.1480600785289417 1.4587060749545333 leaf_count=2556 138 72 63 internal_value=0 0.000266577 -0.0180252 internal_weight=0 102.811 3.07027 internal_count=2829 2628 201 is_linear=0 shrinkage=0.0224292 Tree=8639 num_leaves=4 num_cat=0 split_feature=128 1375 16 split_gain=1.92866 2.04112 0.464359 threshold=0.086435000000000012 -0.42372499999999996 -0.0070549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020065536401443863 -0.026177655045763852 0.00075177679030375007 -0.0085078336976103525 leaf_weight=2.4076329948875346 1.5823626051442263 100.38637589694008 1.4547418925430964 leaf_count=22 138 2606 63 internal_value=0 0.00026056 -0.01782 internal_weight=0 102.794 3.0371 internal_count=2829 2628 201 is_linear=0 shrinkage=0.0224292 Tree=8640 num_leaves=4 num_cat=0 split_feature=52 52 34 split_gain=2.13251 2.98364 2.66285 threshold=-0.047784999999999987 -0.092109999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8767134038852736e-06 -0.00039704366521966595 0.00022931949082184602 -3.5383490874367208e-06 leaf_weight=21.620569720169442 3.475782405184872 19.18482376358952 68.874713241232712 leaf_count=585 82 291 1922 internal_value=0 0.000103167 -2.25425e-05 internal_weight=0 40.8054 72.3505 internal_count=2880 876 2004 is_linear=0 shrinkage=0.000439788 Tree=8641 num_leaves=4 num_cat=0 split_feature=52 52 34 split_gain=2.13629 2.97377 2.70079 threshold=-0.047784999999999987 -0.092109999999999984 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043440344774775774 -0.020412685979163413 0.011730284341396053 -0.00016616240165504977 leaf_weight=21.482084130270778 3.4640743036761696 19.0751484598768 68.453357135382248 leaf_count=585 82 291 1922 internal_value=0 0.0052898 -0.00114654 internal_weight=0 40.5572 71.9174 internal_count=2880 876 2004 is_linear=0 shrinkage=0.0224292 Tree=8642 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2.05922 3.11043 threshold=-0.22495999999999997 -0.19279499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00016728191796374725 -0.00046339819630446271 1.197977661322685e-05 leaf_weight=16.329295621661004 2.7204728923388748 94.168735870688579 leaf_count=121 28 2731 internal_value=0 -1.45663e-06 internal_weight=0 96.8892 internal_count=2880 2759 is_linear=0 shrinkage=0.000439788 Tree=8643 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=2.07713 2.96641 threshold=-0.22495999999999997 -0.19279499999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00016710253755415386 -0.0004548597217785395 1.0595263912067141e-05 leaf_weight=16.301244813163066 2.7059312987257718 94.009318435057139 leaf_count=121 28 2731 internal_value=0 -2.51459e-06 internal_weight=0 96.7152 internal_count=2880 2759 is_linear=0 shrinkage=0.000439788 Tree=8644 num_leaves=4 num_cat=0 split_feature=129 13 403 split_gain=2.48507 2.77781 2.4792 threshold=0.086720000000000005 -0.098749999999999991 0.086810000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061015880520235415 -0.0063428739181213981 -0.0028811647060936261 0.024572860597867032 leaf_weight=22.098839070349641 1.9613999761531875 79.797706054881928 3.840668154109153 leaf_count=304 159 2288 37 internal_value=0 -0.00093225 0.0141352 internal_weight=0 101.897 5.80207 internal_count=2788 2592 196 is_linear=0 shrinkage=0.0224292 Tree=8645 num_leaves=3 num_cat=0 split_feature=1186 13 split_gain=2.34081 2.72381 threshold=0.085080000000000003 -0.098749999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001221685078606858 0.00033411764531594086 -5.061084304706043e-05 leaf_weight=22.443813938582025 3.8648566788760936 82.30391797905304 leaf_count=310 59 2419 internal_value=0 -1.35747e-05 internal_weight=0 104.748 internal_count=2788 2729 is_linear=0 shrinkage=0.000439788 Tree=8646 num_leaves=4 num_cat=0 split_feature=129 13 403 split_gain=2.38018 2.66 2.38037 threshold=0.086720000000000005 -0.09812499999999999 0.086810000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059355415351117343 -0.0062075670683967741 -0.0028287769244132099 0.024114546461832309 leaf_weight=22.28476066633084 1.9597350236108457 79.5614878296592 3.8254201995150652 leaf_count=309 159 2283 37 internal_value=0 -0.000910322 0.0138562 internal_weight=0 101.846 5.78516 internal_count=2788 2592 196 is_linear=0 shrinkage=0.0224292 Tree=8647 num_leaves=4 num_cat=0 split_feature=129 13 403 split_gain=2.33933 2.54031 2.27465 threshold=0.086720000000000005 -0.098749999999999991 0.086810000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011527720858226818 -0.00011062869158290286 -5.2657841875486771e-05 0.00046667079923872048 leaf_weight=22.198448723325782 1.9972970086218982 80.694473327783271 3.838550307234982 leaf_count=304 159 2288 37 internal_value=0 -1.64123e-05 0.000269376 internal_weight=0 102.893 5.83585 internal_count=2788 2592 196 is_linear=0 shrinkage=0.000439788 Tree=8648 num_leaves=3 num_cat=0 split_feature=4 49 split_gain=2.69804 2.71926 threshold=0.51014500000000018 -0.14902499999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019466415678322856 0.00042946744521983566 -4.4211378586353233e-05 leaf_weight=10.198524154160621 2.6195949519787964 94.125804199352388 leaf_count=100 129 2586 internal_value=0 -2.08281e-05 internal_weight=0 104.324 internal_count=2815 2686 is_linear=0 shrinkage=0.000439788 Tree=8649 num_leaves=3 num_cat=0 split_feature=49 133 split_gain=2.4783 3.7432 threshold=-0.14902499999999999 0.088100000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00019734122960101051 2.9180572900187722e-07 -0.00027639936824485121 leaf_weight=10.239511592992129 86.532954469233118 10.597896208808377 leaf_count=100 2088 627 internal_value=0 -2.99462e-05 internal_weight=0 97.1309 internal_count=2815 2715 is_linear=0 shrinkage=0.000439788 Tree=8650 num_leaves=3 num_cat=0 split_feature=49 133 split_gain=2.45941 3.76083 threshold=-0.14902499999999999 0.088100000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0099686750480912877 -7.6244099224129954e-05 -0.014322864913535001 leaf_weight=10.156732236402602 85.625531454908014 10.441227821946084 leaf_count=100 2088 627 internal_value=0 -0.00162721 internal_weight=0 96.0668 internal_count=2815 2715 is_linear=0 shrinkage=0.0224292 Tree=8651 num_leaves=4 num_cat=0 split_feature=2 2 43 split_gain=2.4735 3.99761 3.29019 threshold=0.086635000000000004 0.086935000000000012 -0.27523999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00069759085046078263 0.00053736979741803926 1.674514170992849e-05 -7.2705694745059621e-05 leaf_weight=1.6896648985857599 2.9598222174427056 67.306289721257599 35.443159422338795 leaf_count=36 29 1629 1121 internal_value=0 3.88154e-05 -0.000101484 internal_weight=0 70.2661 37.1328 internal_count=2815 1658 1157 is_linear=0 shrinkage=0.000439788 Tree=8652 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=2.67672 2.61742 threshold=0.083980000000000013 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.003966141063114526 0.015502499769268593 0.0036128173262252187 leaf_weight=67.803019859798042 4.9187671365361885 34.609923199428522 leaf_count=1781 79 956 internal_value=0 -0.00140468 internal_weight=0 102.413 internal_count=2816 2737 is_linear=0 shrinkage=0.0224292 Tree=8653 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=2.56449 2.50192 threshold=0.083980000000000013 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0038778552986242581 0.015196094939093548 0.0035330157733488 leaf_weight=67.791839006267764 4.9059299094806184 34.59842681540249 leaf_count=1781 79 956 internal_value=0 -0.00137348 internal_weight=0 102.39 internal_count=2816 2737 is_linear=0 shrinkage=0.0224292 Tree=8654 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=2.43129 2.42038 threshold=0.083980000000000013 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.3761276408024223e-05 0.00028996650750678145 6.8345508344600176e-05 leaf_weight=68.531765480513968 4.9251396231557001 35.008412034938374 leaf_count=1781 79 956 internal_value=0 -2.57092e-05 internal_weight=0 103.54 internal_count=2816 2737 is_linear=0 shrinkage=0.000439788 Tree=8655 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=2.39806 2.42556 threshold=0.083980000000000013 -0.077944999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.2675246277605559e-05 0.00028849278753454507 6.9669936214980703e-05 leaf_weight=68.451190588935788 4.9411140599404453 34.965136665963655 leaf_count=1781 79 956 internal_value=0 -2.45443e-05 internal_weight=0 103.416 internal_count=2816 2737 is_linear=0 shrinkage=0.000439788 Tree=8656 num_leaves=3 num_cat=0 split_feature=51 16 split_gain=2.79139 2.26512 threshold=-0.40775499999999992 0.37626500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025353305829130601 0.00017508488146693486 0.012551012429658798 leaf_weight=2.0243388867456806 98.262016264037811 8.030252578420912 leaf_count=112 2577 173 internal_value=0 0.00111216 internal_weight=0 106.292 internal_count=2862 2750 is_linear=0 shrinkage=0.0224292 Tree=8657 num_leaves=3 num_cat=0 split_feature=151 150 split_gain=2.37836 2.96362 threshold=0.056555000000000001 0.084800000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0529670949691566e-06 -0.00018809350019649714 0.00022591802031021673 leaf_weight=85.120579165149138 10.357873545333858 13.331601141264398 leaf_count=2475 131 256 internal_value=0 3.32695e-05 internal_weight=0 98.4522 internal_count=2862 2731 is_linear=0 shrinkage=0.000439788 Tree=8658 num_leaves=3 num_cat=0 split_feature=51 16 split_gain=2.73367 2.17941 threshold=-0.40775499999999992 0.37626500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049537494060170138 3.6445309515256879e-06 0.00024122622743290171 leaf_weight=1.9965481741237443 98.833098995381988 8.059296917752361 leaf_count=112 2577 173 internal_value=0 2.15972e-05 internal_weight=0 106.892 internal_count=2862 2750 is_linear=0 shrinkage=0.000439788 Tree=8659 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=2.71811 2.18458 threshold=-0.40775499999999992 0.056555000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025284474663786926 0.0021190117326829066 -0.0089302177999431975 leaf_weight=1.9840987159277563 96.381230815711206 9.9101612590020505 leaf_count=112 2622 128 internal_value=0 0.00108741 internal_weight=0 106.291 internal_count=2862 2750 is_linear=0 shrinkage=0.0224292 Tree=8660 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=2.50333 2.9313 threshold=0.12879500000000002 0.10597500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0026156596764370659 -0.014059688497452831 -0.013208461936221416 leaf_weight=101.82352938166787 5.3004561718944379 6.2316886390399295 leaf_count=2474 94 269 internal_value=0 0.00170089 internal_weight=0 108.055 internal_count=2837 2743 is_linear=0 shrinkage=0.0224292 Tree=8661 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=2.39533 2.81071 threshold=0.12879500000000002 0.10864500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0024383600287581175 -0.013763382275320719 -0.015205977935242759 leaf_weight=103.30276123097156 5.2936131145233949 4.7317878069607096 leaf_count=2526 94 217 internal_value=0 0.00166301 internal_weight=0 108.035 internal_count=2837 2743 is_linear=0 shrinkage=0.0224292 Tree=8662 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=2.2605 2.64119 threshold=0.12879500000000002 0.10597500000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.8224507376554261e-05 -0.00026175523836815612 -0.00024528071949277044 leaf_weight=102.37366378394108 5.3247116433058173 6.2757005491203008 leaf_count=2474 94 269 internal_value=0 3.12312e-05 internal_weight=0 108.649 internal_count=2837 2743 is_linear=0 shrinkage=0.000439788 Tree=8663 num_leaves=3 num_cat=0 split_feature=48 12 split_gain=2.24056 2.64748 threshold=0.12879500000000002 0.10864500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.6206245443180711e-05 -0.00025940663694189441 -0.0002882144360463973 leaf_weight=104.14846578533252 5.3538998434432861 4.770203005287839 leaf_count=2526 94 217 internal_value=0 3.1512e-05 internal_weight=0 108.919 internal_count=2837 2743 is_linear=0 shrinkage=0.000439788 Tree=8664 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.32828 2.79955 threshold=-0.53230999999999995 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019770067860372161 -0.0026779688822115007 0.0048076371926634139 leaf_weight=2.5354399553034446 41.082000384186358 64.687163239143047 leaf_count=33 1556 1224 internal_value=0 0.00190018 internal_weight=0 105.769 internal_count=2813 2780 is_linear=0 shrinkage=0.0224292 Tree=8665 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=2.10655 4.51438 4.41372 threshold=-0.078914999999999985 -0.10600999999999998 0.056555000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.8902307601526739e-05 0.00010899876878501793 -0.00020059968759090612 -0.00027099371322413651 leaf_weight=21.19865491802102 61.278454061884986 20.450937876368698 6.5249512010923345 leaf_count=378 1184 1178 73 internal_value=0 -5.32768e-05 7.23648e-05 internal_weight=0 41.6496 67.8034 internal_count=2813 1556 1257 is_linear=0 shrinkage=0.000439788 Tree=8666 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.20746 2.67483 threshold=-0.53230999999999995 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01915808022337637 -0.0026197748036599772 0.0046979271366592665 leaf_weight=2.5571649113844606 41.076017404704544 64.668240151151622 leaf_count=33 1556 1224 internal_value=0 0.00185543 internal_weight=0 105.744 internal_count=2813 2780 is_linear=0 shrinkage=0.0224292 Tree=8667 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.0773 2.58848 threshold=-0.53230999999999995 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036313288423559398 -5.1442544538528262e-05 8.9374011257102498e-05 leaf_weight=2.5828944833774576 41.301187466022384 64.897979736233538 leaf_count=33 1556 1224 internal_value=0 3.46106e-05 internal_weight=0 106.199 internal_count=2813 2780 is_linear=0 shrinkage=0.000439788 Tree=8668 num_leaves=3 num_cat=0 split_feature=1456 159 split_gain=2.4972 2.5618 threshold=-1.0000000180025095e-35 0.088170000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021220386503798278 0.00015653025146522066 0.011108286004611606 leaf_weight=2.4960905889465712 95.545307365664485 12.087440323106419 leaf_count=265 2268 302 internal_value=0 0.00138819 internal_weight=0 107.633 internal_count=2835 2570 is_linear=0 shrinkage=0.0224292 Tree=8669 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=2.50805 3.65027 1.79817 threshold=-0.11244999999999998 -0.107055 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034817281466766568 0.030126343681676864 0.00084238204886352903 -0.0013222075861943341 leaf_weight=1.6485409691968018 2.167042057029902 104.68458527444909 1.5641242399087776 leaf_count=51 17 2654 113 internal_value=0 0.00144156 -0.018614 internal_weight=0 106.852 3.21267 internal_count=2835 2671 164 is_linear=0 shrinkage=0.0224292 Tree=8670 num_leaves=4 num_cat=0 split_feature=42 42 43 split_gain=2.41976 3.53403 1.77303 threshold=-0.11244999999999998 -0.107055 -0.24360499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.034705777291974368 0.029799376126234275 0.00082351470341957347 -0.0012927927069503692 leaf_weight=1.6171584902849647 2.1421722953673443 104.68165994020455 1.5642647911190568 leaf_count=51 17 2654 113 internal_value=0 0.0014098 -0.0183828 internal_weight=0 106.824 3.18142 internal_count=2835 2671 164 is_linear=0 shrinkage=0.0224292 Tree=8671 num_leaves=4 num_cat=0 split_feature=480 130 480 split_gain=2.29583 2.3134 0.32373 threshold=0.08456000000000001 -0.083579999999999988 0.097360000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016976479501817295 -0.011125209024982714 0.0019536976249568778 -0.026052987310798022 leaf_weight=3.3337427387305061 1.5525792983607964 103.60869403939523 1.4519516255604683 leaf_count=99 113 2531 92 internal_value=0 0.00136066 -0.0184581 internal_weight=0 106.942 3.00453 internal_count=2835 2630 205 is_linear=0 shrinkage=0.0224292 Tree=8672 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=2.42894 2.49683 threshold=0.18635500000000002 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027675267884264387 0.022021833734739007 0.0013005798271527216 leaf_weight=1.4986585640126566 2.788820312884126 104.69562424326614 leaf_count=161 29 2631 internal_value=0 0.000886759 internal_weight=0 106.194 internal_count=2821 2792 is_linear=0 shrinkage=0.0224292 Tree=8673 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=2.35179 2.42851 threshold=0.18635500000000002 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027560164493909821 0.021778359307864398 0.001271470077017394 leaf_weight=1.4715493573439733 2.7573193351090586 104.69107247113516 leaf_count=161 29 2631 internal_value=0 0.000866943 internal_weight=0 106.163 internal_count=2821 2792 is_linear=0 shrinkage=0.0224292 Tree=8674 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=2.27677 2.4156 threshold=0.18635500000000002 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0037496420010865446 0.021535051354611034 0.0033372872363381678 leaf_weight=37.281946709109434 2.7264948464253385 68.849710278439488 leaf_count=1430 29 1362 internal_value=0 0.000847563 internal_weight=0 106.132 internal_count=2821 2792 is_linear=0 shrinkage=0.0224292 Tree=8675 num_leaves=3 num_cat=0 split_feature=0 1 split_gain=2.19753 2.4478 threshold=0.18635500000000002 0.077020000000000019 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.4341050957344286e-05 0.00041678312535767227 6.5143318274486054e-05 leaf_weight=37.481229588252972 2.6967274137678023 69.290388591877672 leaf_count=1430 29 1362 internal_value=0 1.6174e-05 internal_weight=0 106.772 internal_count=2821 2792 is_linear=0 shrinkage=0.000439788 Tree=8676 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=4.82095 4.15934 3.52235 threshold=0.099325000000000011 0.090445000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027282630959946287 0.00023729770593148211 -6.1743869829216557e-05 -0.00011864905471022787 leaf_weight=4.7619088809624364 20.563108058377111 15.969381980716205 63.521722526976191 leaf_count=174 501 235 1920 internal_value=0 0.000106614 -9.128e-05 internal_weight=0 36.5325 68.2836 internal_count=2830 736 2094 is_linear=0 shrinkage=0.000439788 Tree=8677 num_leaves=4 num_cat=0 split_feature=1 3 43 split_gain=4.94795 4.05516 3.22035 threshold=0.099325000000000011 0.090445000000000011 -0.17307499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019187510769377253 0.00023678121019419604 -5.846324366376954e-05 -0.00012493461848192468 leaf_weight=6.8856403876743562 20.528012545371894 15.996414419267238 61.442594380895571 leaf_count=146 501 235 1948 internal_value=0 0.000107512 -9.29641e-05 internal_weight=0 36.5244 68.3282 internal_count=2830 736 2094 is_linear=0 shrinkage=0.000439788 Tree=8678 num_leaves=4 num_cat=0 split_feature=1 3 52 split_gain=4.82663 4.09637 3.54189 threshold=0.099325000000000011 0.090445000000000011 -0.32783999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013907727062490811 0.012047236278978057 -0.0031437528111995937 -0.0061512701929252013 leaf_weight=4.744037394240876 20.344225645210827 15.893529790582759 63.208194790665402 leaf_count=174 501 235 1920 internal_value=0 0.00538647 -0.00474735 internal_weight=0 36.2378 67.9522 internal_count=2830 736 2094 is_linear=0 shrinkage=0.0224292 Tree=8679 num_leaves=4 num_cat=0 split_feature=1 52 0 split_gain=4.61856 3.38747 2.33942 threshold=0.099325000000000011 -0.32783999999999996 -0.23080499999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.013601494628743651 -0.012454855782845766 -0.0060189690417201073 0.007106350742569636 leaf_weight=4.7424947984272867 3.3763546327536451 63.149773575448307 32.799484677318105 leaf_count=174 48 1920 688 internal_value=0 -0.00464498 0.00527506 internal_weight=0 67.8923 36.1758 internal_count=2830 2094 736 is_linear=0 shrinkage=0.0224292 Tree=8680 num_leaves=3 num_cat=0 split_feature=1456 12 split_gain=2.35761 2.28781 threshold=-1.0000000180025095e-35 0.101205 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038010674512727321 5.7303774243434566e-05 -0.00016553523944345697 leaf_weight=2.6671670933455962 97.83576357302627 9.7852659778254729 leaf_count=271 2150 359 internal_value=0 3.70167e-05 internal_weight=0 107.621 internal_count=2780 2509 is_linear=0 shrinkage=0.000439788 Tree=8681 num_leaves=4 num_cat=0 split_feature=403 0 133 split_gain=2.38319 3.10746 2.65034 threshold=0.03138500000000001 -0.084184999999999996 0.09389500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011107521316781543 -0.0060642376191024682 0.017744837282652946 -0.014376773178852026 leaf_weight=90.322124731821532 3.9741336862807648 8.9321357278258784 5.9039541337369874 leaf_count=2011 159 171 439 internal_value=0 0.0104154 0.000157851 internal_weight=0 12.9063 96.2261 internal_count=2780 330 2450 is_linear=0 shrinkage=0.0224292 Tree=8682 num_leaves=3 num_cat=0 split_feature=51 15 split_gain=2.29117 2.212 threshold=-0.40548499999999993 -0.097509999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024264968489484631 -0.0043160779895581834 0.00346064987389938 leaf_weight=1.7109026280613751 23.555325244069536 83.832324822686132 leaf_count=106 540 2134 internal_value=0 0.00175437 internal_weight=0 107.388 internal_count=2780 2674 is_linear=0 shrinkage=0.0224292 Tree=8683 num_leaves=3 num_cat=0 split_feature=1456 12 split_gain=2.3341 2.39197 threshold=-1.0000000180025095e-35 0.101205 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037920817268100932 5.6324369406644351e-05 -0.00017191780934584368 leaf_weight=2.6707695512250202 97.622892985120416 9.7507981359722162 leaf_count=271 2150 359 internal_value=0 3.55704e-05 internal_weight=0 107.374 internal_count=2780 2509 is_linear=0 shrinkage=0.000439788 Tree=8684 num_leaves=3 num_cat=0 split_feature=1456 3 split_gain=2.12217 1.94897 threshold=-1.0000000180025095e-35 0.10703500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01908280653562237 0.0027512363046068894 -0.0054371657968982729 leaf_weight=2.5851988664280716 89.232723744851683 17.469873666748754 leaf_count=270 2324 241 internal_value=0 0.00140986 internal_weight=0 106.703 internal_count=2835 2565 is_linear=0 shrinkage=0.0224292 Tree=8685 num_leaves=3 num_cat=0 split_feature=1456 457 split_gain=2.0697 1.86837 threshold=-1.0000000180025095e-35 -0.097544999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037002758324834858 0.00028409160818968285 1.1075100111444892e-05 leaf_weight=2.6233288612638708 5.0685127566102883 103.04244089817621 leaf_count=270 56 2509 internal_value=0 2.39227e-05 internal_weight=0 108.111 internal_count=2835 2565 is_linear=0 shrinkage=0.000439788 Tree=8686 num_leaves=3 num_cat=0 split_feature=1456 150 split_gain=2.05048 1.8716 threshold=-1.0000000180025095e-35 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036925221235412363 -3.6689009424009591e-06 0.00014339620590762264 leaf_weight=2.6000282243267057 87.144807301738183 20.696461239967903 leaf_count=270 2205 360 internal_value=0 2.45756e-05 internal_weight=0 107.841 internal_count=2835 2565 is_linear=0 shrinkage=0.000439788 Tree=8687 num_leaves=3 num_cat=0 split_feature=1456 150 split_gain=2.05151 1.97148 threshold=-1.0000000180025095e-35 0.082085000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003685014872608491 -2.7839599371472823e-06 0.00014826596669887803 leaf_weight=2.588202073012325 86.751379205115882 20.680914771963216 leaf_count=270 2205 360 internal_value=0 2.63146e-05 internal_weight=0 107.432 internal_count=2835 2565 is_linear=0 shrinkage=0.000439788 Tree=8688 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=3.58277 9.11843 2.65623 threshold=1.0000000180025095e-35 -0.0028649999999999995 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016783228805377939 0.0041824108597400371 0.0065197354539229639 -0.012128290812890227 leaf_weight=17.908939700587325 68.921203175455958 15.95950869680564 5.399189798347833 leaf_count=1081 1357 380 74 internal_value=0 -0.00580491 0.00299467 internal_weight=0 33.8684 74.3204 internal_count=2892 1461 1431 is_linear=0 shrinkage=0.0224292 Tree=8689 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=3.51685 8.75149 2.50481 threshold=1.0000000180025095e-35 -0.0028649999999999995 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032343399840191711 8.0895718345573459e-05 0.00012376107985078292 -0.00022946072170434799 leaf_weight=17.906703350904536 69.302877430647641 16.020652669132687 5.4048518087129187 leaf_count=1081 1357 380 74 internal_value=0 -0.000112316 5.83896e-05 internal_weight=0 33.9274 74.7077 internal_count=2892 1461 1431 is_linear=0 shrinkage=0.000439788 Tree=8690 num_leaves=4 num_cat=0 split_feature=1 16 48 split_gain=3.4329 8.77094 2.53736 threshold=1.0000000180025095e-35 -0.0028649999999999995 0.12879500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.016523950219003027 0.0040898741270849722 0.0063729259840915485 -0.011856246373934318 leaf_weight=17.777720272015358 68.889810591754213 15.952690401050857 5.3960537795037444 leaf_count=1081 1357 380 74 internal_value=0 -0.00569747 0.00292881 internal_weight=0 33.7304 74.2859 internal_count=2892 1461 1431 is_linear=0 shrinkage=0.0224292 Tree=8691 num_leaves=4 num_cat=0 split_feature=1 16 131 split_gain=3.29027 8.44226 2.44188 threshold=1.0000000180025095e-35 -0.0028649999999999995 0.097135000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01627176442233556 0.0018184741959651578 0.0062331961179463028 0.018684113066362761 leaf_weight=17.65007810656698 69.659724906083284 15.94499186032226 4.5855226205167119 leaf_count=1081 1300 380 131 internal_value=0 -0.00559292 0.00286466 internal_weight=0 33.5951 74.2452 internal_count=2892 1461 1431 is_linear=0 shrinkage=0.0224292 Tree=8692 num_leaves=4 num_cat=0 split_feature=160 2 13 split_gain=2.71418 3.42902 2.30823 threshold=0.086095000000000019 0.10519500000000001 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0078152168252491501 -0.015893530545558657 0.0090535250974297116 -0.000844445598574798 leaf_weight=20.0839030130428 10.587964253818425 3.7381730813649474 67.392632670835155 leaf_count=315 253 85 2198 internal_value=0 -0.00938061 0.00114501 internal_weight=0 14.3261 87.4765 internal_count=2851 338 2513 is_linear=0 shrinkage=0.0224292 Tree=8693 num_leaves=4 num_cat=0 split_feature=160 2 13 split_gain=2.6017 3.28712 2.21004 threshold=0.086095000000000019 0.10519500000000001 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0076537225920126047 -0.015583479260425668 0.0088854489519906432 -0.00082556394289506538 leaf_weight=20.048512851994019 10.557152805292388 3.723977128203841 67.388337295144993 leaf_count=315 253 85 2198 internal_value=0 -0.00919957 0.00111991 internal_weight=0 14.2811 87.4369 internal_count=2851 338 2513 is_linear=0 shrinkage=0.0224292 Tree=8694 num_leaves=4 num_cat=0 split_feature=12 4 16 split_gain=2.24937 2.57349 2.28103 threshold=0.097910000000000011 -0.0015099999999999998 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0017361602779097293 0.021097855531564132 -0.0060976332311505135 0.002221371889904831 leaf_weight=46.87200226080131 4.3784945260267731 38.334051666570303 12.05149080070805 leaf_count=1597 67 787 400 internal_value=0 -0.00178883 0.00727049 internal_weight=0 85.2061 16.43 internal_count=2851 2384 467 is_linear=0 shrinkage=0.0224292 Tree=8695 num_leaves=4 num_cat=0 split_feature=160 2 13 split_gain=2.46887 3.15136 2.13325 threshold=0.086095000000000019 0.10519500000000001 -0.094744999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0075227399735896972 -0.015231998605555594 0.0087615433692288663 -0.00081470939935876453 leaf_weight=20.009166880205157 10.523450182254235 3.7132800221297648 67.354753387227902 leaf_count=315 253 85 2198 internal_value=0 -0.00897055 0.00109606 internal_weight=0 14.2367 87.3639 internal_count=2851 338 2513 is_linear=0 shrinkage=0.0224292 Tree=8696 num_leaves=3 num_cat=0 split_feature=393 131 split_gain=2.32558 2.26546 threshold=0.084845000000000018 0.097135000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.3927526885823802e-05 0.00023596811623746255 0.00021010840023465369 leaf_weight=96.125670872561386 5.9114675600430919 6.1933706215313569 leaf_count=2468 133 235 internal_value=0 -4.7304e-05 internal_weight=0 102.319 internal_count=2836 2703 is_linear=0 shrinkage=0.000439788 Tree=8697 num_leaves=3 num_cat=0 split_feature=393 131 split_gain=2.27565 2.34758 threshold=0.084845000000000018 0.097135000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0032649640522505173 0.011936583288662197 0.011015916834216322 leaf_weight=95.308664194156336 5.8763893840950905 6.1468268520366101 leaf_count=2468 133 235 internal_value=0 -0.00239783 internal_weight=0 101.455 internal_count=2836 2703 is_linear=0 shrinkage=0.0224292 Tree=8698 num_leaves=3 num_cat=0 split_feature=393 131 split_gain=2.17813 2.24353 threshold=0.084845000000000018 0.097135000000000013 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0031919656554380599 0.011692623709220189 0.010767814079251051 leaf_weight=95.302244227881602 5.8649737573578014 6.1478399484094544 leaf_count=2468 133 235 internal_value=0 -0.00234414 internal_weight=0 101.45 internal_count=2836 2703 is_linear=0 shrinkage=0.0224292 Tree=8699 num_leaves=3 num_cat=0 split_feature=393 0 split_gain=2.08468 2.22547 threshold=0.084845000000000018 -0.00189 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0035902415248341133 0.01145286261699194 0.0062020711155871665 leaf_weight=88.001697079667792 5.8539798691344904 13.443459461555902 leaf_count=2446 133 257 internal_value=0 -0.00229165 internal_weight=0 101.445 internal_count=2836 2703 is_linear=0 shrinkage=0.0224292 Tree=8700 num_leaves=4 num_cat=0 split_feature=4 15 48 split_gain=2.88995 2.62617 2.46269 threshold=0.27058000000000004 -0.11532999999999999 0.11978500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015525825342294351 0.015292048384561042 -3.7747106467768354e-05 -0.0083849125039348674 leaf_weight=5.8550826233022226 10.305697779745968 88.236859469439878 2.7984973756829268 leaf_count=188 314 2303 29 internal_value=0 -0.00100448 0.0102308 internal_weight=0 94.0919 13.1042 internal_count=2834 2491 343 is_linear=0 shrinkage=0.0224292 Tree=8701 num_leaves=4 num_cat=0 split_feature=4 15 4 split_gain=2.73741 2.51893 2.51829 threshold=0.27058000000000004 -0.11532999999999999 0.41291000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029551700786846551 0.0004642730779736376 1.2374393367137483e-06 5.8463762564595778e-05 leaf_weight=5.8802246214600009 4.4676946237450457 88.931148786163249 8.6980342313527199 leaf_count=188 76 2303 267 internal_value=0 -1.72231e-05 0.000196645 internal_weight=0 94.8114 13.1657 internal_count=2834 2491 343 is_linear=0 shrinkage=0.000439788 Tree=8702 num_leaves=4 num_cat=0 split_feature=4 48 9 split_gain=2.87308 2.5417 2.4645 threshold=0.27058000000000004 0.11978500000000002 0.084755000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.3983185284489424e-06 0.00029818678422043125 -0.00017048550305584801 -0.00037538753447171832 leaf_weight=91.65186671525862 10.423422842275611 2.8349934940924859 3.6209551891970468 leaf_count=2436 314 29 55 internal_value=0 0.000197871 -2.04946e-05 internal_weight=0 13.2584 95.2728 internal_count=2834 343 2491 is_linear=0 shrinkage=0.000439788 Tree=8703 num_leaves=4 num_cat=0 split_feature=4 15 4 split_gain=2.77766 2.51661 2.4472 threshold=0.27058000000000004 -0.11532999999999999 0.41291000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015220516049136362 0.023643465630953604 -3.6113002413521732e-05 0.0031027086916449696 leaf_weight=5.8361124532420936 4.3974699161335584 88.270353378522486 8.6195253212172229 leaf_count=188 76 2303 267 internal_value=0 -0.000980686 0.0100664 internal_weight=0 94.1065 13.017 internal_count=2834 2491 343 is_linear=0 shrinkage=0.0224292 Tree=8704 num_leaves=4 num_cat=0 split_feature=52 49 47 split_gain=3.00741 6.31355 4.33485 threshold=0.086965000000000015 0.10655500000000002 0.11896000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031881168426872173 -0.012969134634003789 0.018414713946578926 -0.02225748601735917 leaf_weight=80.174965545176747 17.695253248375597 3.9247982855586079 3.4967415690953194 leaf_count=1955 755 64 78 internal_value=0 -0.00726064 0.00211988 internal_weight=0 21.6201 83.6717 internal_count=2852 819 2033 is_linear=0 shrinkage=0.0224292 Tree=8705 num_leaves=4 num_cat=0 split_feature=52 49 47 split_gain=2.90059 5.96645 4.10235 threshold=0.08734500000000002 0.10655500000000002 0.11896000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.9410172415001969e-05 -0.00024949779029396883 0.00034646257733995283 -0.00042142408037345344 leaf_weight=81.408394948044588 17.781683295897896 3.9571284536641533 3.5639094200996615 leaf_count=1974 736 64 78 internal_value=0 -0.000140806 3.91529e-05 internal_weight=0 21.7388 84.9723 internal_count=2852 800 2052 is_linear=0 shrinkage=0.000439788 Tree=8706 num_leaves=4 num_cat=0 split_feature=52 49 47 split_gain=2.87952 6.07084 4.15989 threshold=0.08734500000000002 0.10655500000000002 0.11896000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0031060810889986202 -0.012771829712075466 0.018106605731873875 -0.021897253225794971 leaf_weight=80.304448473618322 17.540153140872466 3.9001549895119743 3.4740708598546908 leaf_count=1974 736 64 78 internal_value=0 -0.0071437 0.00206451 internal_weight=0 21.4403 83.7785 internal_count=2852 800 2052 is_linear=0 shrinkage=0.0224292 Tree=8707 num_leaves=4 num_cat=0 split_feature=52 49 47 split_gain=2.75867 5.80743 4.00006 threshold=0.086965000000000015 0.10655500000000002 0.11896000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0030445324536270547 -0.012452629432928113 0.017815058182079419 -0.021552175055304355 leaf_weight=80.18511379737356 17.610327037815299 3.8756652608981303 3.4510955194054977 leaf_count=1955 755 64 78 internal_value=0 -0.00698194 0.00202491 internal_weight=0 21.486 83.6362 internal_count=2852 819 2033 is_linear=0 shrinkage=0.0224292 Tree=8708 num_leaves=4 num_cat=0 split_feature=157 13 52 split_gain=2.49714 2.19375 1.26529 threshold=-0.083944999999999978 0.17850500000000002 -0.085519999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.0017306080894869e-05 4.9189537514871242e-05 -0.00021482796055019598 -0.00053387240028967338 leaf_weight=1.791941549083276 100.60920166011147 6.460259981433409 2.270813445354178 leaf_count=83 2454 153 133 internal_value=0 3.3224e-05 -0.000317256 internal_weight=0 107.069 4.06275 internal_count=2823 2607 216 is_linear=0 shrinkage=0.000439788 Tree=8709 num_leaves=4 num_cat=0 split_feature=15 403 43 split_gain=2.35263 5.54283 2.9859 threshold=0.043810000000000009 -1.0000000180025095e-35 -0.080859999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016660798269942047 -0.00045146884565347624 0.00018313285571167073 2.8090577028781487e-05 leaf_weight=20.455586632319864 2.9286224542265726 27.525348369956191 59.514565971825505 leaf_count=659 508 553 1103 internal_value=0 0.000121861 -2.17393e-05 internal_weight=0 30.454 79.9702 internal_count=2823 1061 1762 is_linear=0 shrinkage=0.000439788 Tree=8710 num_leaves=4 num_cat=0 split_feature=157 41 52 split_gain=2.38296 2.20535 1.27277 threshold=-0.083944999999999978 0.080335000000000018 -0.085519999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.5850244269848886e-05 4.4239834487870116e-05 -0.00023887174751161181 -0.00053278195437501139 leaf_weight=1.7830774679569001 100.82617502490393 5.5993066041155535 2.2502758459677343 leaf_count=83 2477 130 133 internal_value=0 2.93045e-05 -0.000314301 internal_weight=0 106.425 4.03335 internal_count=2823 2607 216 is_linear=0 shrinkage=0.000439788 Tree=8711 num_leaves=4 num_cat=0 split_feature=15 403 43 split_gain=2.3728 5.51802 3.0815 threshold=0.043810000000000009 -1.0000000180025095e-35 -0.080859999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0086501700647412128 -0.023030712517203664 0.0093903626626266889 0.0014761502008698399 leaf_weight=20.289605258172742 2.9046345562110245 27.360428546024195 59.129995931227313 leaf_count=659 508 553 1103 internal_value=0 0.00626625 -0.00111231 internal_weight=0 30.2651 79.4196 internal_count=2823 1061 1762 is_linear=0 shrinkage=0.0224292 Tree=8712 num_leaves=3 num_cat=0 split_feature=480 52 split_gain=2.56142 2.35033 threshold=0.08456000000000001 -0.51745999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023215538523233003 -0.021069687200631522 0.0011734822350954841 leaf_weight=2.0086105957616374 2.7752865209258735 100.97694148827941 leaf_count=201 205 2416 internal_value=0 0.000693589 internal_weight=0 102.986 internal_count=2822 2617 is_linear=0 shrinkage=0.0224292 Tree=8713 num_leaves=3 num_cat=0 split_feature=480 52 split_gain=2.53616 2.32469 threshold=0.08456000000000001 -0.51745999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045480458888064141 -0.00040956513709094572 2.2710892648249606e-05 leaf_weight=1.9917941882285948 2.7966216044496823 101.64613176189778 leaf_count=201 205 2416 internal_value=0 1.34516e-05 internal_weight=0 103.638 internal_count=2822 2617 is_linear=0 shrinkage=0.000439788 Tree=8714 num_leaves=3 num_cat=0 split_feature=480 52 split_gain=2.47813 2.2919 threshold=0.08456000000000001 -0.51745999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023189935790146644 -0.020856583004917162 0.0011469163989841469 leaf_weight=1.9658648432614416 2.7412854666836202 100.98633612220874 leaf_count=201 205 2416 internal_value=0 0.000677992 internal_weight=0 102.952 internal_count=2822 2617 is_linear=0 shrinkage=0.0224292 Tree=8715 num_leaves=3 num_cat=0 split_feature=480 42 split_gain=2.43746 2.35359 threshold=0.08456000000000001 0.084050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.6247714432655978e-05 -0.00040334826379697134 -8.9912420478913328e-05 leaf_weight=74.171411310007898 2.7561256675871837 29.876705194651549 leaf_count=1464 205 1153 internal_value=0 1.427e-05 internal_weight=0 104.048 internal_count=2822 2617 is_linear=0 shrinkage=0.000439788 Tree=8716 num_leaves=4 num_cat=0 split_feature=133 156 2 split_gain=3.71905 4.75282 2.90912 threshold=-0.0059799999999999992 0.090040000000000023 0.10486500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015244784093898426 0.0032668812817233362 -0.017739610532577683 0.010134855782946954 leaf_weight=11.56887762876431 87.703675446311536 5.756234294451132 2.8119253043769268 leaf_count=651 1860 244 118 internal_value=0 0.00196972 -0.0102754 internal_weight=0 93.4599 14.3808 internal_count=2873 2104 769 is_linear=0 shrinkage=0.0224292 Tree=8717 num_leaves=4 num_cat=0 split_feature=133 156 130 split_gain=3.64145 4.48332 3.2848 threshold=-0.0059799999999999992 0.090040000000000023 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016761101212443282 6.1249265068916993e-05 -0.00033644720268853184 -0.00031833571038588238 leaf_weight=3.5479154452332287 88.812261457425848 5.824295883983722 10.982174751306955 leaf_count=75 1860 244 694 internal_value=0 3.67106e-05 -0.000199614 internal_weight=0 94.6366 14.5301 internal_count=2873 2104 769 is_linear=0 shrinkage=0.000439788 Tree=8718 num_leaves=4 num_cat=0 split_feature=133 156 130 split_gain=3.5711 4.55699 3.35199 threshold=-0.0059799999999999992 0.090040000000000023 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008849621636356093 0.00319189413322256 -0.0174278205098434 -0.01630937424863926 leaf_weight=3.5235639757011077 87.696742722591807 5.7261306883228817 10.773080464437042 leaf_count=75 1860 244 694 internal_value=0 0.00192476 -0.0101051 internal_weight=0 93.4229 14.2966 internal_count=2873 2104 769 is_linear=0 shrinkage=0.0224292 Tree=8719 num_leaves=4 num_cat=0 split_feature=133 156 130 split_gain=3.43018 4.37337 3.22793 threshold=-0.0059799999999999992 0.090040000000000023 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0086711992901258323 0.0031213070511248182 -0.017128502240465641 -0.016059903979091322 leaf_weight=3.5158902351395218 87.669265726648518 5.6961941092959014 10.696216671686669 leaf_count=75 1860 244 694 internal_value=0 0.00188262 -0.00993832 internal_weight=0 93.3655 14.2121 internal_count=2873 2104 769 is_linear=0 shrinkage=0.0224292 Tree=8720 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.41766 1.94175 threshold=-0.53230999999999995 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040111153891110021 0.0003413661561777346 1.6699348819706176e-05 leaf_weight=2.5845655211014664 3.669227386955753 104.88400408374036 leaf_count=37 44 2709 internal_value=0 2.77316e-05 internal_weight=0 108.553 internal_count=2790 2753 is_linear=0 shrinkage=0.000439788 Tree=8721 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.43093 1.95227 threshold=-0.53230999999999995 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020526234494325436 0.017465507634441893 0.00086591047267310932 leaf_weight=2.577992951264604 3.6713621221570056 104.36097296011758 leaf_count=37 44 2709 internal_value=0 0.00143302 internal_weight=0 108.032 internal_count=2790 2753 is_linear=0 shrinkage=0.0224292 Tree=8722 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.30917 1.88292 threshold=-0.53230999999999995 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019928213849639997 0.017209342926023836 0.0008464848851119219 leaf_weight=2.5961612217652137 3.6430463483557096 104.3618623405664 leaf_count=37 44 2709 internal_value=0 0.00140135 internal_weight=0 108.005 internal_count=2790 2753 is_linear=0 shrinkage=0.0224292 Tree=8723 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=2.07525 1.92599 threshold=-0.53230999999999995 0.062580000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036745875358119422 4.8601862948959992e-06 0.00019421050930594751 leaf_weight=2.6512411452131337 97.991198944040661 11.60316323398183 leaf_count=37 2585 168 internal_value=0 2.49377e-05 internal_weight=0 109.594 internal_count=2790 2753 is_linear=0 shrinkage=0.000439788 Tree=8724 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=3.72146 3.70022 threshold=1.0000000180025095e-35 0.51434500000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.1994835972720961e-05 -0.00047244959190284271 -0.00050441441907731832 leaf_weight=97.562656585176228 3.3451484925026298 2.7404564188182112 leaf_count=2612 68 144 internal_value=0 -2.20767e-06 internal_weight=0 100.303 internal_count=2824 2756 is_linear=0 shrinkage=0.000439788 Tree=8725 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=3.73518 3.70723 threshold=1.0000000180025095e-35 0.51434500000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00065323754249692139 -0.024182571469045344 -0.025871964033604557 leaf_weight=96.728776161400674 3.3223532578267614 2.7062741947484019 leaf_count=2612 68 144 internal_value=0 -7.35132e-05 internal_weight=0 99.4351 internal_count=2824 2756 is_linear=0 shrinkage=0.0224292 Tree=8726 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=3.63362 3.58005 threshold=1.0000000180025095e-35 0.51434500000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2794294550932071e-05 -0.00046561481958905124 -0.00049633433613923881 leaf_weight=98.398702321198471 3.3452600272430564 2.7267308101545487 leaf_count=2612 68 144 internal_value=0 -1.02486e-06 internal_weight=0 101.125 internal_count=2824 2756 is_linear=0 shrinkage=0.000439788 Tree=8727 num_leaves=3 num_cat=0 split_feature=453 16 split_gain=3.60896 3.47949 threshold=1.0000000180025095e-35 0.51434500000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.0469458217200997e-05 -0.00046617449416754551 -0.00049551446672869038 leaf_weight=98.060982279154814 3.3446175792923887 2.6819292558175212 leaf_count=2612 68 144 internal_value=0 -3.09193e-06 internal_weight=0 100.743 internal_count=2824 2756 is_linear=0 shrinkage=0.000439788 Tree=8728 num_leaves=4 num_cat=0 split_feature=1 2 0 split_gain=2.30429 3.55532 2.48943 threshold=0.12829500000000002 1.0000000180025095e-35 -0.051634999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018876658214043854 0.00038292778852588567 1.3235926707580837e-05 -5.4740163057200399e-05 leaf_weight=21.154182621727159 5.7124782098617288 82.562222153932453 4.4694971430599235 leaf_count=616 135 2058 97 internal_value=0 -2.7992e-05 0.000191065 internal_weight=0 103.716 10.182 internal_count=2906 2674 232 is_linear=0 shrinkage=0.000439788 Tree=8729 num_leaves=4 num_cat=0 split_feature=1 2 0 split_gain=2.21254 3.53697 2.49623 threshold=0.12829500000000002 1.0000000180025095e-35 -0.051634999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0096097207559451073 0.019608330542098887 0.00075837022787870372 -0.0029566716927781705 leaf_weight=20.749725356003182 5.597551170103543 81.521171259280891 4.3891210576348367 leaf_count=616 135 2058 97 internal_value=0 -0.00134661 0.00970434 internal_weight=0 102.271 9.98667 internal_count=2906 2674 232 is_linear=0 shrinkage=0.0224292 Tree=8730 num_leaves=4 num_cat=0 split_feature=1 2 15 split_gain=2.1235 3.38804 2.4386 threshold=0.12829500000000002 1.0000000180025095e-35 -0.054259999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0094148057097950284 0.021096932498438949 0.00074139616495710783 -0.0011145191626496052 leaf_weight=20.705179138018138 4.7559726731797127 81.517726489184497 5.1849060062813788 leaf_count=616 175 2058 57 internal_value=0 -0.00131711 0.00953208 internal_weight=0 102.223 9.94088 internal_count=2906 2674 232 is_linear=0 shrinkage=0.0224292 Tree=8731 num_leaves=4 num_cat=0 split_feature=1 2 0 split_gain=2.03726 3.24514 2.36851 threshold=0.12829500000000002 1.0000000180025095e-35 -0.051634999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0092231826625727795 0.01911173477835755 0.00072480137983392968 -0.0029466329995648556 leaf_weight=20.662195538655396 5.5168025430684793 81.514370492677699 4.3832711500617716 leaf_count=616 135 2058 97 internal_value=0 -0.00128823 0.00935849 internal_weight=0 102.177 9.90007 internal_count=2906 2674 232 is_linear=0 shrinkage=0.0224292 Tree=8732 num_leaves=4 num_cat=0 split_feature=0 1 0 split_gain=2.38031 5.2265 4.42573 threshold=-0.084184999999999996 0.086005000000000012 -0.083959999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026431548983921904 0.00065037786848715204 1.6087083597118001e-05 2.4240205894359709e-05 leaf_weight=19.368849760900048 2.2715053600841193 38.160333470198566 46.698524788445866 leaf_count=806 28 503 1467 internal_value=0 -7.83748e-05 5.35261e-05 internal_weight=0 57.5292 48.97 internal_count=2804 1309 1495 is_linear=0 shrinkage=0.000439788 Tree=8733 num_leaves=4 num_cat=0 split_feature=52 13 151 split_gain=2.49593 5.91969 3.11973 threshold=0.11142500000000001 -0.0029949999999999998 -0.16267499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039665427592990699 -0.00053273647609082954 8.7352135298395114e-05 2.257819527988265e-05 leaf_weight=3.5499479222853543 5.6466423769315952 6.2665716197379862 90.163953189303356 leaf_count=87 334 151 2232 internal_value=0 -0.00020694 6.61982e-06 internal_weight=0 11.9132 93.7139 internal_count=2804 485 2319 is_linear=0 shrinkage=0.000439788 Tree=8734 num_leaves=4 num_cat=0 split_feature=52 13 0 split_gain=2.46147 5.96591 3.07404 threshold=0.11142500000000001 -0.0029949999999999998 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.003390346488863414 -0.027346440993048511 0.0045771760138005628 0.0048064255282284979 leaf_weight=50.900197242825925 5.5795936174290546 6.2033472121747746 41.985633697202502 leaf_count=1122 334 151 1197 internal_value=0 -0.0105594 0.00031493 internal_weight=0 11.7829 92.8858 internal_count=2804 485 2319 is_linear=0 shrinkage=0.0224292 Tree=8735 num_leaves=4 num_cat=0 split_feature=52 13 151 split_gain=2.43856 5.64868 3.04171 threshold=0.11142500000000001 -0.0029949999999999998 -0.16267499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039191883216724608 -0.00052497260298848267 8.3396455858722365e-05 2.3327929700530335e-05 leaf_weight=3.5270932738203546 5.5792013889686132 6.2350701017203374 90.068644299508378 leaf_count=87 334 151 2232 internal_value=0 -0.000204285 7.60289e-06 internal_weight=0 11.8143 93.5957 internal_count=2804 485 2319 is_linear=0 shrinkage=0.000439788 Tree=8736 num_leaves=3 num_cat=0 split_feature=457 483 split_gain=3.68501 3.43802 threshold=0.41137000000000007 0.083960000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2788842456335268e-05 -0.00046163642121270883 -0.00032467386748759574 leaf_weight=99.515883808609033 3.0847427980042985 5.1619157557688586 leaf_count=2474 25 295 internal_value=0 2.46125e-05 internal_weight=0 104.678 internal_count=2794 2769 is_linear=0 shrinkage=0.000439788 Tree=8737 num_leaves=3 num_cat=0 split_feature=457 483 split_gain=3.62145 3.6072 threshold=0.41137000000000007 0.083960000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023673053402058571 -0.023265412984623597 -0.017059932121612557 leaf_weight=97.864971237034297 3.0618143363390109 5.0375215196818308 leaf_count=2474 25 295 internal_value=0 0.00141327 internal_weight=0 102.902 internal_count=2794 2769 is_linear=0 shrinkage=0.0224292 Tree=8738 num_leaves=3 num_cat=0 split_feature=457 483 split_gain=3.52381 3.27977 threshold=0.41137000000000007 0.083960000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.4181429425389524e-05 -0.00044920356773329886 -0.00031693612329910717 leaf_weight=99.291927179895538 3.0822247274918473 5.0960178107488892 leaf_count=2474 25 295 internal_value=0 2.64976e-05 internal_weight=0 104.388 internal_count=2794 2769 is_linear=0 shrinkage=0.000439788 Tree=8739 num_leaves=3 num_cat=0 split_feature=457 483 split_gain=3.46156 3.45448 threshold=0.41137000000000007 0.083960000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023122567091044175 -0.022751236488957088 -0.016738255676590329 leaf_weight=97.882179302251643 3.0607080650515845 5.015750152313557 leaf_count=2474 25 295 internal_value=0 0.00138071 internal_weight=0 102.898 internal_count=2794 2769 is_linear=0 shrinkage=0.0224292 Tree=8740 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.45906 2.42731 threshold=-0.24462999999999999 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040396197016825437 -3.4845389427867291e-06 0.00020255788851771724 leaf_weight=2.6852687453028912 94.274209919391069 12.50899862612823 leaf_count=75 2420 325 internal_value=0 2.0684e-05 internal_weight=0 106.783 internal_count=2820 2745 is_linear=0 shrinkage=0.000439788 Tree=8741 num_leaves=4 num_cat=0 split_feature=457 1 3 split_gain=2.16672 3.25756 2.48462 threshold=0.084365000000000009 0.13130500000000003 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.188654939204098e-05 -1.3015900168423118e-05 0.00025384441905132129 0.00032416011037189152 leaf_weight=84.244209729033173 8.4969451217593832 7.8587012856587526 8.3896587976923893 leaf_count=2413 138 205 64 internal_value=0 -1.66059e-05 0.000154678 internal_weight=0 92.1029 16.8866 internal_count=2820 2618 202 is_linear=0 shrinkage=0.000439788 Tree=8742 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.34779 2.1238 threshold=-0.24462999999999999 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020274669334280935 -7.3813637527631414e-05 0.0098781554755263904 leaf_weight=2.6373912205399384 93.484254185522332 12.175615692696736 leaf_count=75 2420 325 internal_value=0 0.00107457 internal_weight=0 105.66 internal_count=2820 2745 is_linear=0 shrinkage=0.0224292 Tree=8743 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.25398 2.17134 threshold=-0.24462999999999999 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038919808859585949 -1.3572696254039224e-06 0.0001952769401841642 leaf_weight=2.6315522234999653 93.926657265547874 12.262876342198068 leaf_count=75 2420 325 internal_value=0 2.13813e-05 internal_weight=0 106.19 internal_count=2820 2745 is_linear=0 shrinkage=0.000439788 Tree=8744 num_leaves=4 num_cat=0 split_feature=0 0 133 split_gain=3.7643 5.03992 1.84628 threshold=-0.076734999999999984 -0.098899999999999988 -0.085249999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.0566311913228378e-05 0.00038935252035048864 -0.00026921540912907161 5.0199178414792216e-05 leaf_weight=45.671217224770771 3.4018214388124752 21.379843314703976 33.674781470886956 leaf_count=623 77 1314 876 internal_value=0 -9.30921e-05 8.15013e-05 internal_weight=0 67.0511 37.0766 internal_count=2890 1937 953 is_linear=0 shrinkage=0.000439788 Tree=8745 num_leaves=4 num_cat=0 split_feature=0 0 133 split_gain=3.72554 4.88609 1.8868 threshold=-0.076734999999999984 -0.098899999999999988 -0.085249999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063441327639367814 0.02000098014913829 -0.013664256053156434 0.0024797127005081036 leaf_weight=45.469504709630201 3.3885941215194171 21.224016765506349 33.466275071528798 leaf_count=623 77 1314 876 internal_value=0 -0.00478365 0.00410021 internal_weight=0 66.6935 36.8549 internal_count=2890 1937 953 is_linear=0 shrinkage=0.0224292 Tree=8746 num_leaves=4 num_cat=0 split_feature=0 0 52 split_gain=3.54708 5.06833 1.78246 threshold=-0.076734999999999984 -0.098899999999999988 -0.51296999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.6866095225956402e-06 -0.00028892557637467541 -0.00026646296819870304 0.00010391202782322029 leaf_weight=46.035749829854467 2.3680024602072072 21.445664593545189 35.000365775955288 leaf_count=623 150 1314 803 internal_value=0 -8.99781e-05 7.88834e-05 internal_weight=0 67.4814 37.3684 internal_count=2890 1937 953 is_linear=0 shrinkage=0.000439788 Tree=8747 num_leaves=4 num_cat=0 split_feature=0 0 133 split_gain=3.56421 4.72033 1.82261 threshold=-0.076734999999999984 -0.098899999999999988 -0.085249999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061549467081674066 0.019706456572749796 -0.013451474063490221 0.0024242732917649696 leaf_weight=45.484347953183715 3.3619368098516125 21.080124021919801 33.464229901035651 leaf_count=623 77 1314 876 internal_value=0 -0.00468318 0.00401139 internal_weight=0 66.5645 36.8262 internal_count=2890 1937 953 is_linear=0 shrinkage=0.0224292 Tree=8748 num_leaves=4 num_cat=0 split_feature=52 43 15 split_gain=2.28127 2.33714 1.05899 threshold=0.28251000000000009 -0.066734999999999975 -0.038029999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0067238064669431722 -0.027072415998820536 -0.00035154498874095458 -0.0052566959780841385 leaf_weight=36.571307755219095 1.8181266767887789 65.576382239333725 2.8958919959877667 leaf_count=1065 111 1497 148 internal_value=0 0.00218238 -0.013746 internal_weight=0 102.148 4.71402 internal_count=2821 2562 259 is_linear=0 shrinkage=0.0224292 Tree=8749 num_leaves=4 num_cat=0 split_feature=52 11 15 split_gain=2.18601 1.99745 1.05638 threshold=0.28251000000000009 0.08184000000000001 -0.038029999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7507005250721492e-05 -0.00052659671506918491 -0.00020006423578786378 -9.9037212247276199e-05 leaf_weight=97.329607437673076 1.7982304833658416 6.1752927222532881 2.9330563070252529 leaf_count=2409 111 153 148 internal_value=0 4.21058e-05 -0.000263004 internal_weight=0 103.505 4.73129 internal_count=2821 2562 259 is_linear=0 shrinkage=0.000439788 Tree=8750 num_leaves=4 num_cat=0 split_feature=52 43 15 split_gain=2.19229 2.23146 1.04862 threshold=0.28251000000000009 -0.066734999999999975 -0.038029999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065708456622487338 -0.026971681484570829 -0.00034241548513597197 -0.0051375607498624866 leaf_weight=36.570331622180674 1.7837690604801535 65.59445787126424 2.8955151205500433 leaf_count=1065 111 1497 148 internal_value=0 0.00213298 -0.0135366 internal_weight=0 102.165 4.67928 internal_count=2821 2562 259 is_linear=0 shrinkage=0.0224292 Tree=8751 num_leaves=4 num_cat=0 split_feature=52 43 15 split_gain=2.10844 2.13326 1.0382 threshold=0.28251000000000009 -0.066734999999999975 -0.038029999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0064252410479074904 -0.026876670351533398 -0.00033473092440765664 -0.0050248962349533017 leaf_weight=36.560775151181588 1.7503690831281344 65.59576848101824 2.8944760495251094 leaf_count=1065 111 1497 148 internal_value=0 0.00208534 -0.0133359 internal_weight=0 102.157 4.64485 internal_count=2821 2562 259 is_linear=0 shrinkage=0.0224292 Tree=8752 num_leaves=4 num_cat=0 split_feature=50 123 15 split_gain=2.47185 4.54206 2.10072 threshold=0.08568000000000002 0.083430000000000018 -0.26248499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015341530270469294 -0.0210914839029782 0.022209549176510777 -0.00010584488751059289 leaf_weight=4.6265628886048935 6.1691170681324357 1.5009163325157713 94.873472298781962 leaf_count=211 490 23 2130 internal_value=0 -0.012584 0.000615234 internal_weight=0 7.67003 99.5 internal_count=2854 513 2341 is_linear=0 shrinkage=0.0224292 Tree=8753 num_leaves=4 num_cat=0 split_feature=3 3 15 split_gain=2.39943 4.52274 2.49559 threshold=-0.10600999999999998 -0.075754999999999975 0.079360000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019343130896076519 -0.00020294399437222269 2.1216137716483265e-05 -0.00018040128833867817 leaf_weight=17.790857379576668 24.144798463789812 62.264901242942869 4.2688025746829217 leaf_count=263 1395 1093 103 internal_value=0 -4.14502e-05 0.000120997 internal_weight=0 86.4097 22.0597 internal_count=2854 2488 366 is_linear=0 shrinkage=0.000439788 Tree=8754 num_leaves=4 num_cat=0 split_feature=50 40 15 split_gain=2.39496 3.92117 2.03666 threshold=0.08568000000000002 -1.0000000180025095e-35 -0.26248499999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015188824354604396 0.015456604824335049 -0.021754480483037016 -0.00010594100889651264 leaf_weight=4.5726946106242385 1.8838348543140453 5.6827116998920237 94.892244616623429 leaf_count=211 28 485 2130 internal_value=0 -0.0124745 0.000599984 internal_weight=0 7.56655 99.4649 internal_count=2854 513 2341 is_linear=0 shrinkage=0.0224292 Tree=8755 num_leaves=4 num_cat=0 split_feature=50 123 13 split_gain=2.32012 4.311 2.81282 threshold=0.08568000000000002 0.083430000000000018 -0.53230999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.024115581497334664 -0.020742763373442063 0.022077024456615 0.0011629135787025206 leaf_weight=2.247017392946872 6.0101894963700024 1.4548543146447626 97.163035454568671 leaf_count=32 490 23 2309 internal_value=0 -0.0123626 0.00058701 internal_weight=0 7.46504 99.4101 internal_count=2854 513 2341 is_linear=0 shrinkage=0.0224292 Tree=8756 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=2.48298 2.3005 threshold=0.51014500000000018 -0.51323999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00036175002269305521 0.00041665664882290469 -1.6459548398759261e-05 leaf_weight=3.1892076022340907 2.7538443048197214 102.1436334354803 leaf_count=42 138 2625 internal_value=0 -4.94485e-06 internal_weight=0 105.333 internal_count=2805 2667 is_linear=0 shrinkage=0.000439788 Tree=8757 num_leaves=4 num_cat=0 split_feature=133 0 12 split_gain=2.8654 2.63621 0.541304 threshold=0.10595000000000002 -0.084184999999999996 0.091310000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0021435493727655986 -0.0086871066706071271 0.0050698233113193403 -0.026102172712147646 leaf_weight=57.272351755263117 1.5687635330941696 45.896131831768798 2.1693549965239072 leaf_count=1214 128 1204 259 internal_value=0 0.00106578 -0.0188749 internal_weight=0 103.168 3.73812 internal_count=2805 2418 387 is_linear=0 shrinkage=0.0224292 Tree=8758 num_leaves=4 num_cat=0 split_feature=133 0 12 split_gain=2.76765 2.51997 0.541515 threshold=0.10595000000000002 -0.084184999999999996 0.091310000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0020953757881933461 -0.0085019559464568611 0.0049576824938791317 -0.025985392412944751 leaf_weight=57.275364576663378 1.5674062298785423 45.882177791665526 2.1307508002191753 leaf_count=1214 128 1204 259 internal_value=0 0.001042 -0.018657 internal_weight=0 103.158 3.69816 internal_count=2805 2418 387 is_linear=0 shrinkage=0.0224292 Tree=8759 num_leaves=4 num_cat=0 split_feature=133 0 12 split_gain=2.69084 2.37258 0.543686 threshold=0.10595000000000002 -0.084184999999999996 0.091310000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0005427305218851e-05 -0.00016368195028786933 9.3823865523741978e-05 -0.00050662005541814614 leaf_weight=57.578702141990107 1.5840566468432364 46.133577529553804 2.113754607280498 leaf_count=1214 128 1204 259 internal_value=0 1.95312e-05 -0.000361309 internal_weight=0 103.712 3.69781 internal_count=2805 2418 387 is_linear=0 shrinkage=0.000439788 Tree=8760 num_leaves=3 num_cat=0 split_feature=52 13 split_gain=2.64205 2.11616 threshold=-0.51745999999999992 -0.53230999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02325143411252615 -0.017459479479008329 0.0033650189993688949 leaf_weight=1.9634908631196584 2.4948474705743129 105.11806620601783 leaf_count=185 37 2561 internal_value=0 0.00287922 internal_weight=0 107.613 internal_count=2783 2598 is_linear=0 shrinkage=0.0224292 Tree=8761 num_leaves=3 num_cat=0 split_feature=52 13 split_gain=2.56989 2.01208 threshold=-0.51745999999999992 -0.53230999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023225169690084545 -0.016941675516422665 0.0032899779293859509 leaf_weight=1.9221096505043522 2.513796848099445 105.1047968790981 leaf_count=185 37 2561 internal_value=0 0.00281448 internal_weight=0 107.619 internal_count=2783 2598 is_linear=0 shrinkage=0.0224292 Tree=8762 num_leaves=3 num_cat=0 split_feature=52 13 split_gain=2.54243 1.89216 threshold=-0.51745999999999992 -0.53230999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045518256570935712 -0.00031973176849847267 6.2671091228901817e-05 leaf_weight=1.9144094702660357 2.5446358054177827 105.71941890553899 leaf_count=185 37 2561 internal_value=0 5.36283e-05 internal_weight=0 108.264 internal_count=2783 2598 is_linear=0 shrinkage=0.000439788 Tree=8763 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=1.75376 2.04085 threshold=-0.53230999999999995 -0.24921999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031540555753072601 0.0002745823418954089 3.5510316545702035e-05 leaf_weight=2.5545371608459382 7.39817474800111 100.40941933918293 leaf_count=38 114 2631 internal_value=0 5.19621e-05 internal_weight=0 107.808 internal_count=2783 2745 is_linear=0 shrinkage=0.000439788 Tree=8764 num_leaves=4 num_cat=0 split_feature=1 50 51 split_gain=2.83806 3.45325 2.20651 threshold=0.10113500000000002 0.088495000000000004 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061513977332892532 0.0027459540037407747 -0.023999449828427916 0.015648816580231689 leaf_weight=70.151575316786875 25.518363437513472 3.3085975460362524 9.0121395783862663 leaf_count=1742 562 390 158 internal_value=0 -0.00167432 0.00612027 internal_weight=0 73.4602 34.5305 internal_count=2852 2132 720 is_linear=0 shrinkage=0.0224292 Tree=8765 num_leaves=4 num_cat=0 split_feature=1 50 51 split_gain=2.74025 3.43866 2.16356 threshold=0.10113500000000002 0.088495000000000004 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2509083543617306e-05 5.1330879254354957e-05 -0.00047034052732789481 0.00030102083502937371 leaf_weight=70.798319220781195 25.710186315736792 3.3028139732314221 9.0695617321325681 leaf_count=1742 562 390 158 internal_value=0 -3.30313e-05 0.000116572 internal_weight=0 74.1011 34.7797 internal_count=2852 2132 720 is_linear=0 shrinkage=0.000439788 Tree=8766 num_leaves=4 num_cat=0 split_feature=1 454 51 split_gain=2.94289 3.42773 2.12692 threshold=0.10113500000000002 1.0000000180025095e-35 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.6199332878842277e-05 5.6026605054044317e-05 0.00037648388160973307 0.00030366087846051823 leaf_weight=70.284869134778091 25.738778687897138 3.7101036336971438 9.0599685742417915 leaf_count=2112 562 20 158 internal_value=0 -3.44131e-05 0.00012063 internal_weight=0 73.995 34.7987 internal_count=2852 2132 720 is_linear=0 shrinkage=0.000439788 Tree=8767 num_leaves=4 num_cat=0 split_feature=1 50 51 split_gain=2.90558 3.42929 2.08439 threshold=0.10113500000000002 0.088495000000000004 0.084705000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2821103548692434e-05 5.6790019333739067e-05 -0.00047061498152648206 0.00030158676899891897 leaf_weight=70.813461731841926 25.872099812897432 3.2938841807372219 9.0786235546620428 leaf_count=1742 562 390 158 internal_value=0 -3.32849e-05 0.000120507 internal_weight=0 74.1073 34.9507 internal_count=2852 2132 720 is_linear=0 shrinkage=0.000439788 Tree=8768 num_leaves=4 num_cat=0 split_feature=13 403 52 split_gain=3.66834 3.2559 1.56982 threshold=0.14871000000000004 0.092300000000000007 -0.077344999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.0209342739436482e-06 -0.0020589030023097617 0.01663709698864084 -0.023088897344959076 leaf_weight=91.580264395146514 2.8839683814439923 6.3129746181257351 4.6870372220491836 leaf_count=2452 51 204 139 internal_value=0 0.0010825 -0.0151034 internal_weight=0 97.8932 7.57101 internal_count=2846 2656 190 is_linear=0 shrinkage=0.0224292 Tree=8769 num_leaves=4 num_cat=0 split_feature=13 157 52 split_gain=3.51453 3.14692 1.51233 threshold=0.14871000000000004 -0.083339999999999984 -0.077344999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018803872846339512 -0.0020123080715559205 0.001871880121954566 -0.022667493582480169 leaf_weight=3.836028914387497 2.8849940835789312 94.062945207366283 4.6676688603520224 leaf_count=215 51 2441 139 internal_value=0 0.00105822 -0.0148025 internal_weight=0 97.899 7.55266 internal_count=2846 2656 190 is_linear=0 shrinkage=0.0224292 Tree=8770 num_leaves=4 num_cat=0 split_feature=13 157 1 split_gain=3.35113 3.046 1.18543 threshold=0.14871000000000004 -0.083339999999999984 0.088405000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00036190056132186823 -0.00048772120577717101 3.6245806705805417e-05 -0.00013508593613774871 leaf_weight=3.8488886368741069 3.1490860259382307 94.89787671826798 4.4619016759534134 leaf_count=215 106 2441 84 internal_value=0 2.06602e-05 -0.000281846 internal_weight=0 98.7468 7.61099 internal_count=2846 2656 190 is_linear=0 shrinkage=0.000439788 Tree=8771 num_leaves=4 num_cat=0 split_feature=13 403 3 split_gain=3.36371 3.09895 1.1858 threshold=0.14871000000000004 0.092300000000000007 -0.10147999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.5348796198600481e-05 -0.02425000825495641 0.016200940051921225 -0.0063617623882626217 leaf_weight=91.554551797675231 3.4104702447102682 6.3197913514832171 4.1259590957924948 leaf_count=2452 109 204 81 internal_value=0 0.0010347 -0.0144976 internal_weight=0 97.8743 7.53643 internal_count=2846 2656 190 is_linear=0 shrinkage=0.0224292 Tree=8772 num_leaves=4 num_cat=0 split_feature=43 4 43 split_gain=2.21606 5.16346 1.20788 threshold=-0.17307499999999998 -0.48515499999999995 -0.28298999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0032443446657610896 -0.025752779063293364 0.00075282069204672393 0.017676826234537465 leaf_weight=6.2266715002861019 3.8305839406966689 93.438005875949784 5.4873334985768434 leaf_count=135 141 2520 68 internal_value=0 -0.000295858 0.0100229 internal_weight=0 97.2686 11.714 internal_count=2864 2661 203 is_linear=0 shrinkage=0.0224292 Tree=8773 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=2.12429 4.97145 1.33224 threshold=-0.17307499999999998 -0.48515499999999995 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.020275925292060386 -0.025362485431383058 0.00073594407865383712 0.004331294890034477 leaf_weight=4.0079675259858032 3.8029030795441932 93.437368484296712 7.6748440179771933 leaf_count=45 141 2520 158 internal_value=0 -0.000289499 0.0098255 internal_weight=0 97.2403 11.6828 internal_count=2864 2661 203 is_linear=0 shrinkage=0.0224292 Tree=8774 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=2.03538 4.78508 1.28742 threshold=-0.17307499999999998 -0.48515499999999995 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.019940551601823578 -0.02497011718203963 0.00071944545503467702 0.0042356752954988593 leaf_weight=3.984557460229551 3.7766248178086235 93.436759665404679 7.6725332762389371 leaf_count=45 141 2520 158 internal_value=0 -0.00028327 0.00962765 internal_weight=0 97.2134 11.6571 internal_count=2864 2661 203 is_linear=0 shrinkage=0.0224292 Tree=8775 num_leaves=4 num_cat=0 split_feature=43 4 13 split_gain=2.04897 4.43981 1.21444 threshold=-0.17307499999999998 -0.48515499999999995 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038296310670561998 -0.0004721897076666799 1.105645902228554e-05 8.4710421970265526e-05 leaf_weight=3.9907688216371735 3.8067126366076982 94.642413264174138 7.777666633906847 leaf_count=45 141 2520 158 internal_value=0 -7.71705e-06 0.000186307 internal_weight=0 98.4491 11.7684 internal_count=2864 2661 203 is_linear=0 shrinkage=0.000439788 Tree=8776 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=2.01287 3.62759 threshold=0.12879500000000002 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0020412349969712771 -0.012595224187808431 0.0072295127660658718 leaf_weight=73.396052564361526 6.104184377778437 29.854353522583551 leaf_count=2070 88 637 internal_value=0 0.000640197 internal_weight=0 103.25 internal_count=2795 2707 is_linear=0 shrinkage=0.0224292 Tree=8777 num_leaves=3 num_cat=0 split_feature=48 4 split_gain=1.76168 2.47429 threshold=0.12879500000000002 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6774426522218632e-05 -0.00023289631376269596 0.00019586873131889891 leaf_weight=92.820419161555037 6.2303021969746615 11.92635032120779 leaf_count=2397 88 310 internal_value=0 7.46816e-06 internal_weight=0 104.747 internal_count=2795 2707 is_linear=0 shrinkage=0.000439788 Tree=8778 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.9452 2.4807 threshold=0.12879500000000002 0.10114000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.5696128331430229e-05 -0.00024058285933982617 -0.00035080777896237417 leaf_weight=100.79782500820511 6.1763577434485333 3.4832292837691048 leaf_count=2406 88 301 internal_value=0 1.30581e-05 internal_weight=0 104.281 internal_count=2795 2707 is_linear=0 shrinkage=0.000439788 Tree=8779 num_leaves=3 num_cat=0 split_feature=48 1 split_gain=1.91938 3.4827 threshold=0.12879500000000002 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0020033202596006138 -0.012303443370904886 0.0070850345462539124 leaf_weight=73.416816136917078 6.1033228591586512 29.808032650920723 leaf_count=2070 88 637 internal_value=0 0.00062193 internal_weight=0 103.225 internal_count=2795 2707 is_linear=0 shrinkage=0.0224292 Tree=8780 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.45372 2.94914 threshold=-0.40775499999999992 -0.075414999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025171806045191005 0.0053272973398927814 -0.0025315952606809345 leaf_weight=1.9152519952185674 37.711831912415619 66.093318468714642 leaf_count=99 1059 1643 internal_value=0 0.000323951 internal_weight=0 103.805 internal_count=2801 2702 is_linear=0 shrinkage=0.0224292 Tree=8781 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=2.38701 2.7109 threshold=-0.40775499999999992 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049175592692920426 0.00049955451331817099 -6.1079258591293778e-06 leaf_weight=1.8941111189851643 2.0729586984962216 103.46349848601039 leaf_count=99 6 2696 internal_value=0 3.9129e-06 internal_weight=0 105.536 internal_count=2801 2702 is_linear=0 shrinkage=0.000439788 Tree=8782 num_leaves=3 num_cat=0 split_feature=51 43 split_gain=2.39184 2.81563 threshold=-0.40775499999999992 -0.075414999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025104211741219677 0.0052027665518518604 -0.0024751875990231902 leaf_weight=1.8772595033842652 37.718927236377567 66.118098574956093 leaf_count=99 1059 1643 internal_value=0 0.000314282 internal_weight=0 103.837 internal_count=2801 2702 is_linear=0 shrinkage=0.0224292 Tree=8783 num_leaves=3 num_cat=0 split_feature=51 51 split_gain=2.33694 2.72996 threshold=-0.40775499999999992 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049063894624970723 0.00050090418300610348 -3.9480332305742127e-06 leaf_weight=1.8440978342041479 2.0953580420464268 102.32439903990689 leaf_count=99 6 2696 internal_value=0 6.27238e-06 internal_weight=0 104.42 internal_count=2801 2702 is_linear=0 shrinkage=0.000439788 Tree=8784 num_leaves=3 num_cat=0 split_feature=150 4 split_gain=2.95695 2.35327 threshold=-0.20684999999999998 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018012736616447263 -0.0033152942220699656 0.007076359446755223 leaf_weight=3.8211332874489008 89.110598331625624 12.48244298144891 leaf_count=32 2462 330 internal_value=0 -0.00203741 internal_weight=0 101.593 internal_count=2824 2792 is_linear=0 shrinkage=0.0224292 Tree=8785 num_leaves=4 num_cat=0 split_feature=13 1186 3 split_gain=3.04821 2.92302 2.67093 threshold=0.17850500000000002 0.085080000000000003 -0.06563999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9894032978086566e-05 -0.00059789833544229333 0.00041719716694198878 -3.4544590283716241e-05 leaf_weight=97.025169081046442 3.2468255242592932 3.0331980113114687 3.2500959922472239 leaf_count=2612 103 51 58 internal_value=0 -6.56686e-06 -0.000317007 internal_weight=0 100.058 6.49692 internal_count=2824 2663 161 is_linear=0 shrinkage=0.000439788 Tree=8786 num_leaves=4 num_cat=0 split_feature=13 1186 3 split_gain=2.98736 2.71912 2.62114 threshold=0.17850500000000002 0.085080000000000003 -0.06563999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.6955730159506715e-05 -0.00058916271956364267 0.00040758447481799596 -3.0733412295382607e-05 leaf_weight=97.331562990029852 3.254267329495633 2.9890299105609293 3.2341626607667413 leaf_count=2612 103 51 58 internal_value=0 -4.2315e-06 -0.00031172 internal_weight=0 100.321 6.48843 internal_count=2824 2663 161 is_linear=0 shrinkage=0.000439788 Tree=8787 num_leaves=4 num_cat=0 split_feature=13 3 1186 split_gain=2.94302 2.67868 2.66691 threshold=0.17850500000000002 -0.06563999999999999 0.085080000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-1.9591649358667521e-05 -0.00059557906846450083 -3.0111001688661896e-05 0.0004012482871887972 leaf_weight=97.202157696680842 3.2207682704438412 3.2455865073425221 2.9833371945132958 leaf_count=2612 103 58 51 internal_value=0 -0.000312684 -6.98576e-06 internal_weight=0 6.46635 100.185 internal_count=2824 161 2663 is_linear=0 shrinkage=0.000439788 Tree=8788 num_leaves=4 num_cat=0 split_feature=158 51 1 split_gain=2.04598 1.75809 1.08257 threshold=0.084965000000000027 -0.40148999999999996 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.018605053446008584 -0.019149596249282207 0.0017171695955638994 0.0024701066063906002 leaf_weight=3.1797903091392064 3.5369383887154973 101.81434303756214 1.7270490976952713 leaf_count=58 207 2440 94 internal_value=0 0.00223192 -0.0120731 internal_weight=0 104.994 5.26399 internal_count=2799 2498 301 is_linear=0 shrinkage=0.0224292 Tree=8789 num_leaves=4 num_cat=0 split_feature=158 41 1 split_gain=1.92654 1.63643 1.11567 threshold=0.084965000000000027 0.083270000000000011 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9759415577565262e-05 -0.00037172648879804811 -0.00026038175109514432 5.5078137839562095e-05 leaf_weight=102.771222967418 3.5632706031647094 3.3806054561919145 1.7631527584453577 leaf_count=2412 207 86 94 internal_value=0 3.98373e-05 -0.000230753 internal_weight=0 106.152 5.32642 internal_count=2799 2498 301 is_linear=0 shrinkage=0.000439788 Tree=8790 num_leaves=4 num_cat=0 split_feature=158 41 12 split_gain=1.93929 1.66716 1.06735 threshold=0.084965000000000027 0.083270000000000011 0.074370000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.3531506781128529e-05 1.3772620245381729e-05 -0.00026107295091645229 -0.00038688627258013931 leaf_weight=102.80551768361693 2.1343258220440466 3.3457739602163192 3.2115899409864141 leaf_count=2412 87 86 214 internal_value=0 4.35703e-05 -0.000227446 internal_weight=0 106.151 5.34592 internal_count=2799 2498 301 is_linear=0 shrinkage=0.000439788 Tree=8791 num_leaves=4 num_cat=0 split_feature=158 41 1 split_gain=1.87937 1.64466 1.09526 threshold=0.084965000000000027 0.083270000000000011 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9922265104928868e-05 -0.00036797116124901954 -0.0002611802025749031 5.4562562571443996e-05 leaf_weight=102.67310415141037 3.5459649886943216 3.3765973141307759 1.7717646396631606 leaf_count=2412 207 86 94 internal_value=0 3.99716e-05 -0.000227499 internal_weight=0 106.05 5.31773 internal_count=2799 2498 301 is_linear=0 shrinkage=0.000439788 Tree=8792 num_leaves=4 num_cat=0 split_feature=0 15 13 split_gain=3.41142 2.45076 1.94658 threshold=0.0069400000000000009 0.090505000000000016 0.11596500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00026353084219272267 0.0056413902912435558 -0.010733321967374266 0.024162841698289389 leaf_weight=81.528972648794479 11.029447184588205 11.632986742428328 3.8410975935403249 leaf_count=2125 246 507 37 internal_value=0 -0.00111155 0.0104504 internal_weight=0 93.162 14.8705 internal_count=2915 2632 283 is_linear=0 shrinkage=0.0224292 Tree=8793 num_leaves=4 num_cat=0 split_feature=0 15 13 split_gain=3.29199 2.42241 1.88599 threshold=0.0069400000000000009 0.090505000000000016 0.11596500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.8668767279347722e-06 0.00010777017922148443 -0.00020938513906757565 0.00046651837332915499 leaf_weight=82.253810103587057 11.140419051665956 11.758709105551132 3.7907365120481691 leaf_count=2125 246 507 37 internal_value=0 -2.28429e-05 0.000199329 internal_weight=0 94.0125 14.9312 internal_count=2915 2632 283 is_linear=0 shrinkage=0.000439788 Tree=8794 num_leaves=4 num_cat=0 split_feature=0 15 13 split_gain=3.27274 2.34925 1.90595 threshold=0.0069400000000000009 0.090505000000000016 0.11596500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025635297747695691 0.0055193541158477053 -0.010523041270204449 0.023943058636942339 leaf_weight=81.543265016845908 11.017634569028813 11.601335093478154 3.7880591857247046 leaf_count=2125 246 507 37 internal_value=0 -0.00108812 0.0102579 internal_weight=0 93.1446 14.8057 internal_count=2915 2632 283 is_linear=0 shrinkage=0.0224292 Tree=8795 num_leaves=4 num_cat=0 split_feature=0 15 13 split_gain=3.14167 2.25223 1.86684 threshold=0.0069400000000000009 0.090505000000000016 0.11596500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025060378319577414 0.0054024696822639034 -0.010316996995907575 0.023730650140483065 leaf_weight=81.543500864860107 11.00411010951211 11.568382878645933 3.7369914196897289 leaf_count=2125 246 507 37 internal_value=0 -0.00106418 0.0100735 internal_weight=0 93.1119 14.7411 internal_count=2915 2632 283 is_linear=0 shrinkage=0.0224292 Tree=8796 num_leaves=4 num_cat=0 split_feature=12 457 16 split_gain=3.11062 2.66866 2.50164 threshold=0.097325000000000009 0.069705000000000003 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0046796594651768268 0.022990904723852248 0.0050889040022075276 0.0030819056198494502 leaf_weight=67.939377587780655 4.0667219822062206 17.724962595532816 14.280069666582675 leaf_count=2109 57 233 422 internal_value=0 -0.00265774 0.00751422 internal_weight=0 85.6643 18.3468 internal_count=2821 2342 479 is_linear=0 shrinkage=0.0224292 Tree=8797 num_leaves=4 num_cat=0 split_feature=12 457 16 split_gain=2.95474 2.65656 2.5087 threshold=0.097325000000000009 0.069705000000000003 -0.26987499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-9.0201382790484693e-05 0.00044652020116522987 0.00010017956020509391 5.6283884733464146e-05 leaf_weight=68.613387494163362 4.0773675262171336 17.849684403353422 14.372895523022633 leaf_count=2109 57 233 422 internal_value=0 -5.08852e-05 0.000142896 internal_weight=0 86.4631 18.4503 internal_count=2821 2342 479 is_linear=0 shrinkage=0.000439788 Tree=8798 num_leaves=4 num_cat=0 split_feature=12 457 13 split_gain=3.0196 2.52731 1.77578 threshold=0.097325000000000009 0.069705000000000003 -0.43078999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.9272727270736562e-05 0.00050548210152892277 9.65413746369711e-05 9.3120817866957064e-05 leaf_weight=68.714696479769373 2.2908837744325892 17.813391181985935 16.213461203506995 leaf_count=2109 13 233 466 internal_value=0 -5.10066e-05 0.000144641 internal_weight=0 86.5281 18.5043 internal_count=2821 2342 479 is_linear=0 shrinkage=0.000439788 Tree=8799 num_leaves=4 num_cat=0 split_feature=12 16 457 split_gain=2.93638 2.49075 2.46187 threshold=0.097325000000000009 -0.26987499999999992 0.069705000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.8144165662205391e-05 0.00044586259719072232 5.666565071525593e-05 9.4991187755791789e-05 leaf_weight=68.856880715937223 4.0628335625806384 14.433218824397953 17.866994925811923 leaf_count=2109 57 422 233 internal_value=0 0.000142528 -5.04017e-05 internal_weight=0 18.4961 86.7239 internal_count=2821 479 2342 is_linear=0 shrinkage=0.000439788 Tree=8800 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=3.68787 3.31709 3.17767 threshold=1.0000000180025095e-35 -0.076734999999999984 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019071890048964979 0.00015635184945383404 6.4256968687363602e-05 -5.7285090676316402e-05 leaf_weight=20.907519551222322 49.551669262606083 18.66113619043972 18.477205525203317 leaf_count=1111 1131 355 266 internal_value=0 -7.04957e-05 9.83265e-05 internal_weight=0 39.5687 68.0289 internal_count=2863 1466 1397 is_linear=0 shrinkage=0.000439788 Tree=8801 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=3.56998 3.27889 3.15314 threshold=1.0000000180025095e-35 0.088005000000000014 -0.076734999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0095515316690229345 0.0079796379988211416 -0.0031446975095210843 0.0031800818230912891 leaf_weight=20.721227559281033 49.127473498261679 18.277803303613837 18.514368084983289 leaf_count=1111 1131 266 355 internal_value=0 0.0049631 -0.00354515 internal_weight=0 67.4053 39.2356 internal_count=2863 1397 1466 is_linear=0 shrinkage=0.0224292 Tree=8802 num_leaves=4 num_cat=0 split_feature=1 0 48 split_gain=3.31586 3.33493 2.85737 threshold=1.0000000180025095e-35 -0.076734999999999984 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00018901217489294476 0.00014622607213028924 6.6365977510645079e-05 -5.5774637988309756e-05 leaf_weight=20.896611351857246 49.963550359496367 18.74799912594608 18.566576306633578 leaf_count=1111 1131 355 266 internal_value=0 -6.82696e-05 9.14986e-05 internal_weight=0 39.6446 68.5301 internal_count=2863 1466 1397 is_linear=0 shrinkage=0.000439788 Tree=8803 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=3.41005 3.12888 3.02852 threshold=1.0000000180025095e-35 0.088005000000000014 -0.076734999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0093746376587087021 0.0077975463769597063 -0.0030671311082601702 0.0031148776003515496 leaf_weight=20.646985121244143 49.100653222662004 18.291680845277369 18.506189898893354 leaf_count=1111 1131 266 355 internal_value=0 0.00484861 -0.00347269 internal_weight=0 67.3923 39.1532 internal_count=2863 1397 1466 is_linear=0 shrinkage=0.0224292 Tree=8804 num_leaves=4 num_cat=0 split_feature=158 42 1 split_gain=2.61333 2.66331 1.51326 threshold=0.084965000000000027 0.10258000000000002 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0031375621441207921 -0.022869866885211972 -0.012494812659308598 0.0043961466614780721 leaf_weight=97.31496386213621 3.3560648188340556 5.7913969880219147 1.4621599799284011 leaf_count=2247 202 301 87 internal_value=0 0.00225735 -0.0146109 internal_weight=0 103.106 4.81822 internal_count=2837 2548 289 is_linear=0 shrinkage=0.0224292 Tree=8805 num_leaves=4 num_cat=0 split_feature=158 42 1 split_gain=2.49699 2.52792 1.53039 threshold=0.084965000000000027 0.10258000000000002 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7255317047158058e-05 -0.00044470969450954747 -0.00023942271989230594 8.8162024012826396e-05 leaf_weight=98.300563218490424 3.3713594575001471 5.8689058714580815 1.4971848541899815 leaf_count=2247 202 301 87 internal_value=0 4.04997e-05 -0.000281136 internal_weight=0 104.169 4.86854 internal_count=2837 2548 289 is_linear=0 shrinkage=0.000439788 Tree=8806 num_leaves=4 num_cat=0 split_feature=158 42 1 split_gain=2.51479 2.54948 1.47285 threshold=0.084965000000000027 0.10258000000000002 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030633930175366269 -0.022652357473929144 -0.012256501593361634 0.0043047140215706908 leaf_weight=97.322407103002661 3.312717037811125 5.7711111655262348 1.4614835001557365 leaf_count=2247 202 301 87 internal_value=0 0.00220368 -0.0144159 internal_weight=0 103.094 4.7742 internal_count=2837 2548 289 is_linear=0 shrinkage=0.0224292 Tree=8807 num_leaves=4 num_cat=0 split_feature=158 14 1 split_gain=2.42186 2.52265 1.43294 threshold=0.084965000000000027 -0.24487499999999998 0.10100500000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01334460449086868 -0.022437314347062667 0.0029487068831284694 0.0042131515992029312 leaf_weight=5.0066524780104364 3.2701194205374113 98.054826876545121 1.4601827771402893 leaf_count=97 202 2451 87 internal_value=0 0.00215486 -0.0142268 internal_weight=0 103.061 4.7303 internal_count=2837 2548 289 is_linear=0 shrinkage=0.0224292 Tree=8808 num_leaves=4 num_cat=0 split_feature=42 39 34 split_gain=3.09769 4.04284 2.95477 threshold=0.092235000000000025 0.055555000000000007 -0.0079449999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029429906747455772 -0.00034561153822869171 0.00021637161228765946 6.0905279653805891e-05 leaf_weight=4.7430308177190446 8.9235706475919851 3.4088646566669913 92.846376756866448 leaf_count=106 457 119 2127 internal_value=0 -0.000190177 4.35875e-05 internal_weight=0 12.3324 97.5894 internal_count=2809 576 2233 is_linear=0 shrinkage=0.000439788 Tree=8809 num_leaves=4 num_cat=0 split_feature=42 39 34 split_gain=3.14511 3.93049 2.97995 threshold=0.092235000000000025 0.055555000000000007 -0.0079449999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.015172081311432316 -0.017632471977481752 0.010961513336231424 0.0032092374045953448 leaf_weight=4.6433727985604483 8.794796316416976 3.3180239298089864 91.840970872889557 leaf_count=106 457 119 2127 internal_value=0 -0.00979489 0.0023218 internal_weight=0 12.1128 96.4843 internal_count=2809 576 2233 is_linear=0 shrinkage=0.0224292 Tree=8810 num_leaves=4 num_cat=0 split_feature=42 39 34 split_gain=3.01968 3.78129 2.85389 threshold=0.092235000000000025 0.055555000000000007 -0.0079449999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014874022312612357 -0.01735024366643248 0.010774019986062294 0.0031376194130960768 leaf_weight=4.6307147230290857 8.7383438022288811 3.3005813851486883 91.830905218993394 leaf_count=106 457 119 2127 internal_value=0 -0.00963487 0.00227018 internal_weight=0 12.0389 96.4616 internal_count=2809 576 2233 is_linear=0 shrinkage=0.0224292 Tree=8811 num_leaves=4 num_cat=0 split_feature=42 39 42 split_gain=2.81788 3.67163 2.67684 threshold=0.092235000000000025 0.055555000000000007 0.091465000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.8522339801433707e-05 -0.00033189577331563556 0.0002088957815797704 0.00043509264053934139 leaf_weight=94.186458095372473 8.7739563694913141 3.3396438617928643 3.2209625211980883 leaf_count=2195 457 119 38 internal_value=0 -0.000182709 4.2049e-05 internal_weight=0 12.1136 97.4074 internal_count=2809 576 2233 is_linear=0 shrinkage=0.000439788 Tree=8812 num_leaves=4 num_cat=0 split_feature=15 12 4 split_gain=2.47611 4.52865 2.99574 threshold=0.088235000000000022 0.088325000000000015 0.27150500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.4547999621548461e-05 -0.00032528575548046944 0.00024024149800886969 0.00013445143615734866 leaf_weight=71.884910433445839 3.4218680260564751 13.423278119309542 13.037790272746859 leaf_count=1865 168 494 336 internal_value=0 0.000125124 -5.93685e-05 internal_weight=0 16.8451 84.9227 internal_count=2863 662 2201 is_linear=0 shrinkage=0.000439788 Tree=8813 num_leaves=4 num_cat=0 split_feature=52 4 4 split_gain=2.34089 2.66643 0.735026 threshold=0.28251000000000009 0.053285000000000006 0.051660000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.4880664316519778e-05 -0.00015550984484170071 9.0860082286497637e-05 -0.00055020410685077648 leaf_weight=66.885780381326185 1.7005910855759787 31.148754419982652 2.0029873656021664 leaf_count=1975 218 629 41 internal_value=0 -1.53887e-05 -0.000370697 internal_weight=0 98.0345 3.70358 internal_count=2863 2604 259 is_linear=0 shrinkage=0.000439788 Tree=8814 num_leaves=4 num_cat=0 split_feature=15 12 4 split_gain=2.5311 4.56805 2.88724 threshold=0.088235000000000022 0.088325000000000015 0.27150500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0048216558527885449 -0.016673797930559314 0.012374573778376067 0.0066959303012407686 leaf_weight=71.530629117452918 3.4008336468868974 13.376242873588124 12.910450931225567 leaf_count=1865 168 494 336 internal_value=0 0.006474 -0.00305958 internal_weight=0 16.7771 84.4411 internal_count=2863 662 2201 is_linear=0 shrinkage=0.0224292 Tree=8815 num_leaves=4 num_cat=0 split_feature=52 4 4 split_gain=2.3161 2.55066 0.74504 threshold=0.28251000000000009 0.053285000000000006 0.051660000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0032597610081823141 -0.0077419621372774297 0.0045338331319442872 -0.028076985743844377 leaf_weight=66.512813728899346 1.6822088969029203 30.935409962818085 1.9973151394624435 leaf_count=1975 218 629 41 internal_value=0 -0.000785243 -0.0188682 internal_weight=0 97.4482 3.67952 internal_count=2863 2604 259 is_linear=0 shrinkage=0.0224292 Tree=8816 num_leaves=4 num_cat=0 split_feature=151 1 15 split_gain=2.64297 3.54789 0.799197 threshold=0.055120000000000009 0.13130500000000003 -0.017044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0028178855096680916 0.015435787246801178 0.013062809632491951 0.0040943478658399327 leaf_weight=85.161873893492157 5.9210872696421575 7.6995458076871719 6.6372227222891507 leaf_count=2474 82 217 54 internal_value=0 -0.00149873 0.00945701 internal_weight=0 92.8614 12.5583 internal_count=2827 2691 136 is_linear=0 shrinkage=0.0224292 Tree=8817 num_leaves=4 num_cat=0 split_feature=151 1 15 split_gain=2.71346 3.63764 0.740461 threshold=0.055120000000000009 0.13130500000000003 -0.017044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.7205463817411363e-05 0.00029789849108331296 0.00025654163423766775 8.4770448219444595e-05 leaf_weight=86.163560579186196 5.9693136763962684 7.774897766112189 6.7043016614625213 leaf_count=2474 82 217 54 internal_value=0 -3.11911e-05 0.000185452 internal_weight=0 93.9385 12.6736 internal_count=2827 2691 136 is_linear=0 shrinkage=0.000439788 Tree=8818 num_leaves=4 num_cat=0 split_feature=151 1 15 split_gain=2.5332 3.40435 0.768777 threshold=0.055120000000000009 0.13130500000000003 -0.017044999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0027569908307842543 0.015149614621434382 0.012830711526852839 0.0040118619681356483 leaf_weight=85.170070373635099 5.8973745965049602 7.665431723549772 6.6308571819681656 leaf_count=2474 82 217 54 internal_value=0 -0.00146754 0.00926978 internal_weight=0 92.8355 12.5282 internal_count=2827 2691 136 is_linear=0 shrinkage=0.0224292 Tree=8819 num_leaves=4 num_cat=0 split_feature=403 151 403 split_gain=2.5323 2.96332 1.85818 threshold=0.092300000000000007 0.055120000000000009 0.10150000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0025842365412567696 0.027021477664794 0.0090988146294303778 0.0032272037182668003 leaf_weight=85.985331233226134 2.7897479471530451 12.491623276291646 4.0204156613908708 leaf_count=2470 34 135 188 internal_value=0 -0.00110079 0.0130227 internal_weight=0 98.477 6.81016 internal_count=2827 2605 222 is_linear=0 shrinkage=0.0224292 Tree=8820 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.49167 2.34389 threshold=0.087785000000000016 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037148508181388245 -0.00038892447342827561 2.5072441455489128e-05 leaf_weight=3.9026771336357333 2.6949964623199767 103.05068173610107 leaf_count=41 75 2744 internal_value=0 3.77769e-05 internal_weight=0 106.953 internal_count=2860 2785 is_linear=0 shrinkage=0.000439788 Tree=8821 num_leaves=4 num_cat=0 split_feature=480 41 16 split_gain=2.10264 1.80357 0.284506 threshold=0.08456000000000001 0.082560000000000008 -0.040114999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8920198672763651e-05 -0.00019907093573514478 -0.00026223654329299783 -0.00047896818264053537 leaf_weight=103.20939816621194 1.4420362217642835 3.7144970092613212 1.4421507455972449 leaf_count=2550 96 103 111 internal_value=0 3.80658e-05 -0.000341254 internal_weight=0 106.924 2.88419 internal_count=2860 2653 207 is_linear=0 shrinkage=0.000439788 Tree=8822 num_leaves=3 num_cat=0 split_feature=1374 457 split_gain=2.5262 2.29998 threshold=0.087785000000000016 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.018947557813746897 -0.019965003453464185 0.0013970977843015906 leaf_weight=3.8810720414840025 2.6713947675161753 102.10284547336869 leaf_count=41 75 2744 internal_value=0 0.00204308 internal_weight=0 105.984 internal_count=2860 2785 is_linear=0 shrinkage=0.0224292 Tree=8823 num_leaves=4 num_cat=0 split_feature=480 41 16 split_gain=2.14467 1.89988 0.273894 threshold=0.08456000000000001 0.082560000000000008 -0.040114999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.9116487266944731e-05 -0.00020478691322610958 -0.00026986891682354117 -0.00047935864521737355 leaf_weight=103.32726698967508 1.4429678812430213 3.7233391729851055 1.4491061064363737 leaf_count=2550 96 103 111 internal_value=0 3.79757e-05 -0.000344606 internal_weight=0 107.051 2.89207 internal_count=2860 2653 207 is_linear=0 shrinkage=0.000439788 Tree=8824 num_leaves=3 num_cat=0 split_feature=14 47 split_gain=2.28687 2.30501 threshold=0.064610000000000015 0.081320000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014895713168224646 -0.0216764330930149 -0.0067472397161696023 leaf_weight=83.822329496098973 2.533191904195518 21.448911024617701 leaf_count=2352 99 400 internal_value=0 -0.00018959 internal_weight=0 105.271 internal_count=2851 2752 is_linear=0 shrinkage=0.0224292 Tree=8825 num_leaves=3 num_cat=0 split_feature=14 47 split_gain=1.95772 2.18993 threshold=0.05884000000000001 0.081320000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014325160076801551 -0.019830339450140851 -0.0065978706051296491 leaf_weight=83.724662340707255 2.6019207868885124 21.443019371377886 leaf_count=2350 101 400 internal_value=0 -0.000205729 internal_weight=0 105.168 internal_count=2851 2750 is_linear=0 shrinkage=0.0224292 Tree=8826 num_leaves=3 num_cat=0 split_feature=4 14 split_gain=1.96083 2.98421 threshold=0.51014500000000018 -0.22654999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046184077280096426 0.00034646270411275466 -9.4067447904960557e-06 leaf_weight=2.8800821785116559 2.8532818437324741 102.93743802698827 leaf_count=64 136 2651 internal_value=0 -2.18019e-05 internal_weight=0 105.818 internal_count=2851 2715 is_linear=0 shrinkage=0.000439788 Tree=8827 num_leaves=3 num_cat=0 split_feature=14 47 split_gain=1.88583 2.09392 threshold=0.05884000000000001 0.081320000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014017075817429831 -0.019531309173948491 -0.0064508798284085489 leaf_weight=83.733248476763947 2.5824020021791503 21.441069402193534 leaf_count=2350 101 400 internal_value=0 -0.000200018 internal_weight=0 105.174 internal_count=2851 2750 is_linear=0 shrinkage=0.0224292 Tree=8828 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=4.31288 2.97315 threshold=-0.43144499999999991 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031105285593044742 -0.0052556075072552827 0.0027562948849656137 leaf_weight=2.291383847477845 36.287402960987492 65.028130335285823 leaf_count=15 1535 1268 internal_value=0 -0.000113716 internal_weight=0 101.316 internal_count=2818 2803 is_linear=0 shrinkage=0.0224292 Tree=8829 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=4.14664 2.95578 threshold=-0.43144499999999991 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00059624536837377118 3.7236605178023275e-05 -0.00014536536951743784 leaf_weight=2.3026164300972587 80.095975395850473 21.794740114253727 leaf_count=15 1968 835 internal_value=0 -1.84243e-06 internal_weight=0 101.891 internal_count=2818 2803 is_linear=0 shrinkage=0.000439788 Tree=8830 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=4.11828 2.93187 threshold=-0.43144499999999991 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.03038826143308998 0.00188122306424079 -0.0074190239105633299 leaf_weight=2.2924871605355284 79.59213329416616 21.681382405959084 leaf_count=15 1968 835 internal_value=0 -0.000110865 internal_weight=0 101.274 internal_count=2818 2803 is_linear=0 shrinkage=0.0224292 Tree=8831 num_leaves=3 num_cat=0 split_feature=1375 3 split_gain=3.97261 2.86312 threshold=-0.43144499999999991 -0.078914999999999985 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058335633718116628 -9.9977578070996475e-05 5.356895376350343e-05 leaf_weight=2.3018469024682409 36.595685754840815 65.496782344496751 leaf_count=15 1535 1268 internal_value=0 -1.47916e-06 internal_weight=0 102.092 internal_count=2818 2803 is_linear=0 shrinkage=0.000439788 Tree=8832 num_leaves=3 num_cat=0 split_feature=1374 52 split_gain=2.02636 2.10138 threshold=-0.094679999999999986 -0.37613999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032403142155477255 -0.00027757347722148242 1.9508512018551649e-05 leaf_weight=3.7217050367034963 4.8138348066167955 97.672638745205404 leaf_count=49 292 2468 internal_value=0 5.50534e-06 internal_weight=0 102.486 internal_count=2809 2760 is_linear=0 shrinkage=0.000439788 Tree=8833 num_leaves=4 num_cat=0 split_feature=133 16 157 split_gain=2.10537 4.58531 3.9797 threshold=0.084030000000000007 0.15990000000000001 -0.077834999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017774678773547326 0.00018391370404022441 -0.00039920298434180227 -8.2399534416174137e-05 leaf_weight=13.590557889425325 20.438943302042393 2.9711371309313099 69.227337888367401 leaf_count=219 788 123 1679 internal_value=0 0.000109641 -3.96779e-05 internal_weight=0 23.4101 82.8179 internal_count=2809 911 1898 is_linear=0 shrinkage=0.000439788 Tree=8834 num_leaves=4 num_cat=0 split_feature=133 16 157 split_gain=2.05148 4.62296 3.9146 threshold=0.084030000000000007 0.15990000000000001 -0.077834999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001773344223781996 0.00018369238393540192 -0.00040148826878245607 -8.0798176712676821e-05 leaf_weight=13.575050605458271 20.41723141821058 2.9753964512128723 69.227134789745833 leaf_count=219 788 123 1679 internal_value=0 0.000108994 -3.84474e-05 internal_weight=0 23.3926 82.8022 internal_count=2809 911 1898 is_linear=0 shrinkage=0.000439788 Tree=8835 num_leaves=4 num_cat=0 split_feature=157 133 13 split_gain=1.9621 3.50703 3.48278 threshold=-0.077834999999999988 0.084030000000000007 -0.021259999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022313249465707939 -7.8847529054098191e-05 0.00012186840226931258 0.00026722036988067858 leaf_weight=3.740600397135494 69.361229851615462 22.213836301772972 10.998710648322229 leaf_count=200 1679 791 139 internal_value=0 -3.01436e-05 0.000142649 internal_weight=0 91.5751 14.7393 internal_count=2809 2470 339 is_linear=0 shrinkage=0.000439788 Tree=8836 num_leaves=4 num_cat=0 split_feature=4 2 48 split_gain=3.18203 3.51217 2.51793 threshold=-0.22295999999999996 0.095175000000000023 0.10227500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00014324283672414304 4.0461130841006592e-05 -0.00035951850938872583 -0.00019663846128579204 leaf_weight=3.7540067300433284 82.832041748833944 9.3633567567740084 9.6556258750215402 leaf_count=57 2435 159 188 internal_value=0 -0.000215636 1.56727e-05 internal_weight=0 13.1174 92.4877 internal_count=2839 216 2623 is_linear=0 shrinkage=0.000439788 Tree=8837 num_leaves=4 num_cat=0 split_feature=4 2 0 split_gain=3.43016 3.44195 3.01309 threshold=-0.22295999999999996 0.095175000000000023 -0.060324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013368676087902262 -1.5515165770294677e-05 -0.00036694607764125041 0.00021529947262714018 leaf_weight=3.6998693625209844 79.439543378734925 9.3224881894711853 12.666262611703131 leaf_count=57 2319 159 304 internal_value=0 -0.00022472 1.62642e-05 internal_weight=0 13.0224 92.1058 internal_count=2839 216 2623 is_linear=0 shrinkage=0.000439788 Tree=8838 num_leaves=4 num_cat=0 split_feature=4 2 0 split_gain=3.51091 3.48717 2.96689 threshold=-0.22295999999999996 0.095175000000000023 -0.060324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068478105180065025 -0.00075399856144732881 -0.0189295385311491 0.010993914665396096 leaf_weight=3.6762088779360047 78.828334708480725 9.2744486438459699 12.514668421892564 leaf_count=57 2319 159 304 internal_value=0 -0.011613 0.000857513 internal_weight=0 12.9507 91.343 internal_count=2839 216 2623 is_linear=0 shrinkage=0.0224292 Tree=8839 num_leaves=4 num_cat=0 split_feature=4 2 0 split_gain=3.38642 3.35452 2.90256 threshold=-0.22295999999999996 0.095175000000000023 -0.060324999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012985084215117276 -1.480212445725741e-05 -0.00036361805134583417 0.00021211136102996229 leaf_weight=3.7157224856782696 79.698378254236559 9.3248656909272523 12.611604612369772 leaf_count=57 2319 159 304 internal_value=0 -0.000223027 1.62368e-05 internal_weight=0 13.0406 92.31 internal_count=2839 216 2623 is_linear=0 shrinkage=0.000439788 Tree=8840 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=2.05644 3.38668 2.38182 threshold=0.14114500000000005 0.11571500000000003 0.032485000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0011072915756901859 0.00090405630532509797 -0.024436953526283139 0.022068417429689791 leaf_weight=90.178997671304387 8.0747661009818312 3.2238830387650514 3.9824197880661805 leaf_count=2395 292 106 53 internal_value=0 -0.00191736 0.00791836 internal_weight=0 93.4029 12.0572 internal_count=2846 2501 345 is_linear=0 shrinkage=0.0224292 Tree=8841 num_leaves=4 num_cat=0 split_feature=151 49 49 split_gain=1.97409 2.49847 1.52672 threshold=-0.095924999999999996 0.11151500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.016743539335373057 -0.0026621135649420721 0.012764030633220657 -0.0010285939594039063 leaf_weight=5.4176454304242707 90.035536771136321 5.59214995275397 4.3956094569311972 leaf_count=72 2522 158 94 internal_value=0 -0.00175765 0.0087964 internal_weight=0 95.6277 9.81325 internal_count=2846 2680 166 is_linear=0 shrinkage=0.0224292 Tree=8842 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=1.95782 3.24396 2.29054 threshold=0.14114500000000005 0.11571500000000003 0.032485000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0010622766477951953 0.00088121720422568129 -0.023921124193969849 0.021676485431870757 leaf_weight=90.149405755937551 8.0669900430702892 3.2162640502338027 3.9610876026781616 leaf_count=2395 292 106 53 internal_value=0 -0.00185445 0.00775302 internal_weight=0 93.3657 12.0281 internal_count=2846 2501 345 is_linear=0 shrinkage=0.0224292 Tree=8843 num_leaves=3 num_cat=0 split_feature=51 151 split_gain=1.9356 1.79859 threshold=-0.40775499999999992 -0.095924999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025216075358901743 0.0088242011179591445 -0.0013109091989942196 leaf_weight=1.5816159971182049 9.6990310637675048 94.094712632338997 leaf_count=102 165 2579 internal_value=0 -0.000362383 internal_weight=0 103.794 internal_count=2846 2744 is_linear=0 shrinkage=0.0224292 Tree=8844 num_leaves=3 num_cat=0 split_feature=454 39 split_gain=3.3879 3.30551 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.8947818052553516e-05 0.00034826702582226325 0.00018581295209917426 leaf_weight=90.366118910367732 4.7732899528928092 12.081918223577302 leaf_count=2496 42 326 internal_value=0 -3.00534e-05 internal_weight=0 102.448 internal_count=2864 2822 is_linear=0 shrinkage=0.000439788 Tree=8845 num_leaves=3 num_cat=0 split_feature=454 39 split_gain=3.29422 3.3879 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.9742589299777059e-05 0.00034346863028470516 0.00018802135276341317 leaf_weight=90.709740267421694 4.7454377386602564 12.078960018792712 leaf_count=2496 42 326 internal_value=0 -3.05977e-05 internal_weight=0 102.789 internal_count=2864 2822 is_linear=0 shrinkage=0.000439788 Tree=8846 num_leaves=3 num_cat=0 split_feature=454 52 split_gain=3.39249 3.31486 threshold=1.0000000180025095e-35 -0.081449999999999981 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=8.9639149305947502e-05 0.00035077893857341983 -8.1235659383447519e-05 leaf_weight=31.86476024231888 4.7667711190879336 70.521634759467815 leaf_count=692 42 2130 internal_value=0 -2.80491e-05 internal_weight=0 102.386 internal_count=2864 2822 is_linear=0 shrinkage=0.000439788 Tree=8847 num_leaves=3 num_cat=0 split_feature=454 39 split_gain=3.41491 3.30047 threshold=1.0000000180025095e-35 0.0047850000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.8715648316172221e-05 0.00035101461503985479 0.00018609128560165289 leaf_weight=90.59243088585572 4.7431133243371724 12.051813383935949 leaf_count=2496 42 326 internal_value=0 -2.99428e-05 internal_weight=0 102.644 internal_count=2864 2822 is_linear=0 shrinkage=0.000439788 Tree=8848 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=2.56826 5.75358 4.00007 threshold=0.085325000000000012 0.086705000000000018 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029952018656148946 -0.00050273722605447685 3.6594115160297282e-06 3.7160866243854657e-06 leaf_weight=13.898335229896473 4.6373856047757718 63.754891798825156 24.246578938691528 leaf_count=114 160 1638 921 internal_value=0 -3.08079e-05 0.00011159 internal_weight=0 68.3923 38.1449 internal_count=2833 1798 1035 is_linear=0 shrinkage=0.000439788 Tree=8849 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=2.61082 5.70052 3.93194 threshold=0.085325000000000012 0.086705000000000018 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015308652472848011 -0.025634537197755672 0.00019576410857302968 0.0002878894188114245 leaf_weight=13.825616174697641 4.5938429414582052 62.986939265007095 23.905885173103343 leaf_count=114 160 1638 921 internal_value=0 -0.00156681 0.00579677 internal_weight=0 67.5808 37.7315 internal_count=2833 1798 1035 is_linear=0 shrinkage=0.0224292 Tree=8850 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=2.44326 5.53841 3.84329 threshold=0.085325000000000012 0.086705000000000018 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029545373255853845 -0.00049636532229462948 5.3280608747444861e-06 4.7269845564291875e-06 leaf_weight=13.842425754352005 4.5428882109044926 63.436838854405323 24.061789101509021 leaf_count=114 160 1638 921 internal_value=0 -2.83286e-05 0.000110994 internal_weight=0 67.9797 37.9042 internal_count=2833 1798 1035 is_linear=0 shrinkage=0.000439788 Tree=8851 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=2.49528 5.52124 3.77426 threshold=0.085325000000000012 0.086705000000000018 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015012048359571825 -0.025382907637823086 0.00019283822454639889 0.0002805216022298092 leaf_weight=13.779536577552788 4.5340808504897714 62.994543399082431 23.910501980731169 leaf_count=114 160 1638 921 internal_value=0 -0.00153108 0.00567126 internal_weight=0 67.5286 37.69 internal_count=2833 1798 1035 is_linear=0 shrinkage=0.0224292 Tree=8852 num_leaves=4 num_cat=0 split_feature=52 52 160 split_gain=2.38723 4.25023 2.1226 threshold=0.14114500000000005 0.11571500000000003 -0.20907999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011191398696512212 -0.0016642970260588666 -0.02498951455982722 0.017959571695139634 leaf_weight=95.63299408504281 4.341878471266682 3.2239437336775145 7.639270799874792 leaf_count=2433 233 100 122 internal_value=0 0.000263018 0.0108567 internal_weight=0 98.8569 11.9811 internal_count=2888 2533 355 is_linear=0 shrinkage=0.0224292 Tree=8853 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=2.29014 4.06728 2.39004 threshold=0.14114500000000005 0.11571500000000003 -0.084184999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010940751206964911 -0.0079421861768660534 -0.024460648389576543 0.016043168835466783 leaf_weight=95.630248985174148 2.6848130856424168 3.2202307374936927 9.2590000352874977 leaf_count=2433 89 100 266 internal_value=0 0.000257022 0.0106475 internal_weight=0 98.8505 11.9438 internal_count=2888 2533 355 is_linear=0 shrinkage=0.0224292 Tree=8854 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=2.19737 3.89188 2.29324 threshold=0.14114500000000005 0.11571500000000003 -0.084184999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010695707946499419 -0.0077832740881536031 -0.023940861739997318 0.015741845182802774 leaf_weight=95.627597252911983 2.6786419592817756 3.2168048614639693 9.2253360969625628 leaf_count=2433 89 100 266 internal_value=0 0.000251162 0.0104442 internal_weight=0 98.8444 11.904 internal_count=2888 2533 355 is_linear=0 shrinkage=0.0224292 Tree=8855 num_leaves=4 num_cat=0 split_feature=52 52 13 split_gain=2.1081 3.72372 2.20008 threshold=0.14114500000000005 0.11571500000000003 -0.084184999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010456143087393954 -0.0076271542282290699 -0.023430041689273828 0.015444302230603451 leaf_weight=95.625034711552871 2.6726212997527901 3.2136664959052714 9.1929033517681074 leaf_count=2433 89 100 266 internal_value=0 0.000245435 0.0102437 internal_weight=0 98.8387 11.8655 internal_count=2888 2533 355 is_linear=0 shrinkage=0.0224292 Tree=8856 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=2.19023 4.08061 0.809871 threshold=0.048375000000000008 -0.50052499999999989 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051390568039690672 9.2347505422225409e-05 1.9247843161235937e-05 0.00041472067715621287 leaf_weight=2.834963617817265 2.6846960121765724 102.25219728882712 3.4581338455755031 leaf_count=109 23 2630 123 internal_value=0 4.77409e-06 0.000274552 internal_weight=0 105.087 6.14283 internal_count=2885 2739 146 is_linear=0 shrinkage=0.000439788 Tree=8857 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=2.21637 4.10355 0.821566 threshold=0.048375000000000008 -0.50052499999999989 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00051150496926673239 9.4794359172220815e-05 2.2137301178054594e-05 0.00041882744279962296 leaf_weight=2.8456065835198379 2.6893661487847558 102.83212021747022 3.4838367474585539 leaf_count=109 23 2630 123 internal_value=0 7.67801e-06 0.000278389 internal_weight=0 105.678 6.1732 internal_count=2885 2739 146 is_linear=0 shrinkage=0.000439788 Tree=8858 num_leaves=3 num_cat=0 split_feature=456 51 split_gain=2.0659 2.02761 threshold=-1.0000000180025095e-35 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018268747631817798 0.016319614899758344 0.0009362517465559627 leaf_weight=2.68502411564259 4.4800593530908364 102.79524611308261 leaf_count=72 101 2712 internal_value=0 0.00158149 internal_weight=0 107.275 internal_count=2885 2813 is_linear=0 shrinkage=0.0224292 Tree=8859 num_leaves=4 num_cat=0 split_feature=376 4 1 split_gain=2.03402 4.04712 0.815571 threshold=0.048375000000000008 -0.50052499999999989 0.09258000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026077748119818368 0.0043812108591696807 0.0010772375823045999 0.021075525184031503 leaf_weight=2.8194473310722961 2.6364902374334624 101.12888291785839 3.3502099815668771 leaf_count=109 23 2630 123 internal_value=0 0.000336045 0.0137608 internal_weight=0 103.948 5.9867 internal_count=2885 2739 146 is_linear=0 shrinkage=0.0224292 Tree=8860 num_leaves=4 num_cat=0 split_feature=1 42 156 split_gain=3.10972 3.87054 3.78714 threshold=0.077020000000000019 -0.11244999999999998 0.091235000000000024 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00017782380019746089 -0.00053099468652219176 4.3452059711326544e-05 0.00031817966468458372 leaf_weight=33.591167936506281 2.3287862542838402 67.204029889762751 3.2493160921403605 leaf_count=1371 53 1360 78 internal_value=0 2.40723e-05 -0.000133934 internal_weight=0 69.5328 36.8405 internal_count=2862 1413 1449 is_linear=0 shrinkage=0.000439788 Tree=8861 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=3.36179 3.3467 threshold=-0.24373499999999995 0.077020000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00065085299129689943 -0.00012615389213739445 3.9342179088822328e-05 leaf_weight=1.6321892223495513 36.270953793117769 67.7474532202923 leaf_count=23 1438 1401 internal_value=0 -1.83784e-05 internal_weight=0 104.018 internal_count=2862 2839 is_linear=0 shrinkage=0.000439788 Tree=8862 num_leaves=3 num_cat=0 split_feature=42 1 split_gain=3.37109 3.30792 threshold=-0.24373499999999995 0.077020000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.033278725318479072 -0.0064820362150419322 0.0019309768730899279 leaf_weight=1.6355056689499168 36.116300003196557 67.283539164572176 leaf_count=23 1438 1401 internal_value=0 -0.00100824 internal_weight=0 103.4 internal_count=2862 2839 is_linear=0 shrinkage=0.0224292 Tree=8863 num_leaves=3 num_cat=0 split_feature=9 42 split_gain=3.4493 3.03989 threshold=-0.016839999999999997 -0.11244999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00049218726925634752 -0.00043769190526493016 -2.3820993320413975e-05 leaf_weight=2.409931029098515 3.5351809606499947 100.34233229905112 leaf_count=94 165 2603 internal_value=0 -3.79838e-05 internal_weight=0 103.878 internal_count=2862 2768 is_linear=0 shrinkage=0.000439788 Tree=8864 num_leaves=4 num_cat=0 split_feature=131 1 51 split_gain=2.10489 3.85845 3.28852 threshold=0.088815000000000019 0.12263000000000002 -0.10998999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002782787393467639 -0.00036658757000247857 0.00036389369722674623 5.6478304168323304e-05 leaf_weight=6.0302704380737842 6.1001129857831975 1.7962157995352752 91.957014253797752 leaf_count=243 355 62 2168 internal_value=0 -0.000199945 3.58267e-05 internal_weight=0 7.89633 97.9873 internal_count=2828 417 2411 is_linear=0 shrinkage=0.000439788 Tree=8865 num_leaves=4 num_cat=0 split_feature=3 3 0 split_gain=2.22183 3.50377 1.53898 threshold=-0.10600999999999998 -0.081224999999999978 -0.060094999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8114054481632936e-05 -0.00020094406641228289 2.6588140619997526e-05 0.00026008333610525483 leaf_weight=9.6532232960789788 16.063790558824621 70.323767421457887 10.728618619836196 leaf_count=194 960 1498 176 internal_value=0 -1.57566e-05 0.000145606 internal_weight=0 86.3876 20.3818 internal_count=2828 2458 370 is_linear=0 shrinkage=0.000439788 Tree=8866 num_leaves=4 num_cat=0 split_feature=131 1 51 split_gain=2.07252 3.86951 3.26434 threshold=0.088815000000000019 0.12263000000000002 -0.10998999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014230074191348722 -0.018737724840594341 0.0186685671534744 0.0028291520245693003 leaf_weight=5.9950283846837911 6.0589651647678684 1.7874623419593261 91.461595939310428 leaf_count=243 355 62 2168 internal_value=0 -0.0101917 0.00177717 internal_weight=0 7.84643 97.4566 internal_count=2828 417 2411 is_linear=0 shrinkage=0.0224292 Tree=8867 num_leaves=4 num_cat=0 split_feature=131 1 51 split_gain=1.99426 3.73061 3.1301 threshold=0.088815000000000019 0.12263000000000002 -0.10998999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013971936764954023 -0.018511764547546949 0.018282900101181228 0.0027663810299185182 leaf_weight=5.9694865015253518 5.9963123906272804 1.7846656179244744 91.439645368142919 leaf_count=243 355 62 2168 internal_value=0 -0.0100483 0.00173808 internal_weight=0 7.78098 97.4091 internal_count=2828 417 2411 is_linear=0 shrinkage=0.0224292 Tree=8868 num_leaves=4 num_cat=0 split_feature=1 15 1 split_gain=3.28165 3.78607 2.77223 threshold=0.091835000000000014 -0.0063699999999999989 0.092445000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020436846495374108 0.00052533413470777111 2.3469070800443858e-05 6.6925442946185943e-05 leaf_weight=22.697050022098665 2.7017059478885121 37.21170728071229 41.2251284581871 leaf_count=849 25 1048 902 internal_value=0 -6.28871e-05 9.53357e-05 internal_weight=0 59.9088 43.9268 internal_count=2824 1897 927 is_linear=0 shrinkage=0.000439788 Tree=8869 num_leaves=4 num_cat=0 split_feature=1 1374 1 split_gain=3.08757 4.47333 2.78378 threshold=0.091835000000000014 -0.094679999999999986 0.092445000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068577426895483204 0.00052252256340669162 -3.8279308994572907e-05 6.3612744614817383e-05 leaf_weight=2.1213513102848074 2.7079438679593286 57.671376198150938 41.094126876858354 leaf_count=36 25 1861 902 internal_value=0 -6.1463e-05 9.21989e-05 internal_weight=0 59.7927 43.8021 internal_count=2824 1897 927 is_linear=0 shrinkage=0.000439788 Tree=8870 num_leaves=4 num_cat=0 split_feature=1 1374 1 split_gain=3.03684 4.45534 2.86894 threshold=0.091835000000000014 -0.094679999999999986 0.092445000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.034919656541354469 0.027025021046673776 -0.0018925197815308748 0.0032320688806825059 leaf_weight=2.1121816720115012 2.7012738478542806 57.36762422603897 40.760008056242441 leaf_count=36 25 1861 902 internal_value=0 -0.00307617 0.0047221 internal_weight=0 59.4798 43.4613 internal_count=2824 1897 927 is_linear=0 shrinkage=0.0224292 Tree=8871 num_leaves=4 num_cat=0 split_feature=1 15 1 split_gain=2.90441 3.71472 2.72957 threshold=0.091835000000000014 -0.0063699999999999989 0.092445000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010203784908624771 0.026334108890216944 0.0013587904180063694 0.0031619769146590654 leaf_weight=22.446736785779649 2.7103644902908846 36.987335458288726 40.729831013391959 leaf_count=849 25 1048 902 internal_value=0 -0.00300997 0.00461869 internal_weight=0 59.4341 43.4402 internal_count=2824 1897 927 is_linear=0 shrinkage=0.0224292 Tree=8872 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=2.95735 6.23993 1.69653 threshold=0.0066400000000000009 -0.018324999999999998 0.05340000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.0988524562253119e-05 0.00026223178314680866 -0.00026180321024987942 5.3388865552013354e-05 leaf_weight=44.771270887887113 9.8360247141499695 18.62467828111221 31.860514638368841 leaf_count=1428 139 593 675 internal_value=0 -4.80187e-05 0.000102751 internal_weight=0 63.3959 41.6965 internal_count=2835 2021 814 is_linear=0 shrinkage=0.000439788 Tree=8873 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=2.84128 6.29308 1.71052 threshold=0.0066400000000000009 -0.018324999999999998 0.05340000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0021310782936716671 0.013296323153559334 -0.013406098010296926 0.0025779132511170163 leaf_weight=44.560643632195934 9.7975717416702519 18.562078505401587 31.664145380387708 leaf_count=1428 139 593 675 internal_value=0 -0.00244051 0.00511567 internal_weight=0 63.1227 41.4617 internal_count=2835 2021 814 is_linear=0 shrinkage=0.0224292 Tree=8874 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=2.71051 6.02821 1.64776 threshold=0.0066400000000000009 -0.018324999999999998 0.05340000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.2593877792947138e-05 0.0002567261759292051 -0.00025504187055626771 5.1003896150686833e-05 leaf_weight=44.899981420430777 9.8444196992058988 18.597887723993153 31.897024583729944 leaf_count=1428 139 593 675 internal_value=0 -4.46311e-05 9.96172e-05 internal_weight=0 63.4979 41.7414 internal_count=2835 2021 814 is_linear=0 shrinkage=0.000439788 Tree=8875 num_leaves=4 num_cat=0 split_feature=4 4 4 split_gain=2.71614 6.0339 1.64122 threshold=0.0066400000000000009 -0.018324999999999998 0.05340000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0020842566111923147 0.013032412042298228 -0.013150478881510504 0.0025218493300295233 leaf_weight=44.563818523098234 9.7704707034117728 18.489563510898734 31.652917718985918 leaf_count=1428 139 593 675 internal_value=0 -0.00238575 0.00500582 internal_weight=0 63.0534 41.4234 internal_count=2835 2021 814 is_linear=0 shrinkage=0.0224292 Tree=8876 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.67072 2.98024 threshold=-0.42372499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051845839160904246 -0.00017639235762064137 4.5466459304180533e-05 leaf_weight=2.5242373413457235 13.458724655552031 89.308594728792741 leaf_count=21 753 2043 internal_value=0 1.63838e-05 internal_weight=0 102.767 internal_count=2817 2796 is_linear=0 shrinkage=0.000439788 Tree=8877 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.67255 2.91306 threshold=-0.42372499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026506394169669288 -0.0089438219253737336 0.0023460551439201845 leaf_weight=2.506842332375526 13.20311134539679 88.125109199808321 leaf_count=21 753 2043 internal_value=0 0.000873571 internal_weight=0 101.328 internal_count=2817 2796 is_linear=0 shrinkage=0.0224292 Tree=8878 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.5132 2.78789 threshold=-0.42372499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025934025247970754 -0.0087598461223785794 0.0022937872502989086 leaf_weight=2.5051423371460251 13.178731361550488 88.112156068154036 leaf_count=21 753 2043 internal_value=0 0.000854244 internal_weight=0 101.291 internal_count=2817 2796 is_linear=0 shrinkage=0.0224292 Tree=8879 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.22946 2.6674 threshold=-0.42372499999999996 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048512824021669141 -0.00016573286229673454 4.5393764964054927e-05 leaf_weight=2.5103030392401697 13.287008073109972 88.910197300774598 leaf_count=21 753 2043 internal_value=0 1.79186e-05 internal_weight=0 102.197 internal_count=2817 2796 is_linear=0 shrinkage=0.000439788 Tree=8880 num_leaves=4 num_cat=0 split_feature=1447 42 481 split_gain=2.95982 2.35988 0.277599 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.063794999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027304392504454091 -0.00015533005256413804 3.0046146060639823e-05 -0.00053807401118817911 leaf_weight=1.4381836667680548 15.692380682095971 85.884130993883446 1.8188821249404998 leaf_count=176 753 1814 96 internal_value=0 1.38389e-06 -0.000423321 internal_weight=0 101.577 3.25707 internal_count=2839 2567 272 is_linear=0 shrinkage=0.000439788 Tree=8881 num_leaves=4 num_cat=0 split_feature=1447 42 481 split_gain=2.89506 2.29944 0.272859 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.062389999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01400899941318394 -0.0078368118148358056 0.0015455235057986988 -0.027489282251778668 leaf_weight=1.4522743692486986 15.522834030990451 85.045829710853468 1.7518700021137181 leaf_count=179 753 1814 93 internal_value=0 9.61417e-05 -0.0214985 internal_weight=0 100.569 3.20414 internal_count=2839 2567 272 is_linear=0 shrinkage=0.0224292 Tree=8882 num_leaves=4 num_cat=0 split_feature=1447 42 481 split_gain=2.88112 2.2419 0.278635 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.064679999999999974 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00026966263563799373 -0.00015192908675402966 2.9069354319691994e-05 -0.00053586006345986419 leaf_weight=1.4393866583513957 15.629224487334794 85.838071837272764 1.7909426638780122 leaf_count=171 753 1814 101 internal_value=0 1.16644e-06 -0.000419528 internal_weight=0 101.467 3.23033 internal_count=2839 2567 272 is_linear=0 shrinkage=0.000439788 Tree=8883 num_leaves=4 num_cat=0 split_feature=1447 50 13 split_gain=2.8056 2.22919 0.177971 threshold=-1.0000000180025095e-35 0.099470000000000017 -0.077259999999999981 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01568965905210196 -0.00074819269568338911 0.013343007849285835 -0.02676374181783317 leaf_weight=1.5978817667128171 94.562316242669112 5.987383867418429 1.5653003759216506 leaf_count=179 2283 284 93 internal_value=0 9.32626e-05 -0.0212974 internal_weight=0 100.55 3.16318 internal_count=2839 2567 272 is_linear=0 shrinkage=0.0224292 Tree=8884 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=2.44079 2.45858 threshold=-0.40187499999999993 0.10481500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048437928043787329 4.225635122476252e-05 -0.00027981591842246475 leaf_weight=1.8124009533166816 101.28882109730512 4.7825538413599125 leaf_count=215 2192 385 internal_value=0 2.7687e-05 internal_weight=0 106.071 internal_count=2792 2577 is_linear=0 shrinkage=0.000439788 Tree=8885 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=2.44629 2.47494 threshold=-0.40187499999999993 0.10481500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024799309900609901 0.002180917004225214 -0.014426482077995436 leaf_weight=1.8003768476764879 100.16155395536043 4.7083795619801085 leaf_count=215 2192 385 internal_value=0 0.0014328 internal_weight=0 104.87 internal_count=2792 2577 is_linear=0 shrinkage=0.0224292 Tree=8886 num_leaves=3 num_cat=0 split_feature=160 42 split_gain=2.38293 2.38845 threshold=-0.40187499999999993 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024745714412380732 -0.0068324719577332526 0.002792351826153869 leaf_weight=1.7642561497286795 15.14423968090159 89.693343183393154 leaf_count=215 717 1860 internal_value=0 0.00140101 internal_weight=0 104.838 internal_count=2792 2577 is_linear=0 shrinkage=0.0224292 Tree=8887 num_leaves=3 num_cat=0 split_feature=160 133 split_gain=2.32139 2.37216 threshold=-0.40187499999999993 0.10481500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02469278702576682 0.0021011042134729159 -0.014196483986566975 leaf_weight=1.7288223209743581 100.113746822959 4.6850040670451554 leaf_count=215 2192 385 internal_value=0 0.00137007 internal_weight=0 104.799 internal_count=2792 2577 is_linear=0 shrinkage=0.0224292 Tree=8888 num_leaves=4 num_cat=0 split_feature=157 12 157 split_gain=2.64344 2.9392 2.35768 threshold=-0.077834999999999988 0.083370000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016960160620979332 -0.018158109839995121 -0.0060583271460297357 0.00028360667643976878 leaf_weight=9.480679122352738 3.6142830352928277 3.9398101017350191 86.829117750441583 leaf_count=100 189 242 2265 internal_value=0 0.0102037 -0.000457034 internal_weight=0 13.4205 90.4434 internal_count=2796 342 2454 is_linear=0 shrinkage=0.0224292 Tree=8889 num_leaves=4 num_cat=0 split_feature=4 43 1186 split_gain=2.62105 3.27778 2.49223 threshold=-0.22295999999999996 -0.057994999999999998 0.085080000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0075977278405625088 0.0014594733965836929 -0.016222689340842901 0.019512097874875504 leaf_weight=4.304348974954336 86.590590133279875 8.8678626524051634 4.0071754845994283 leaf_count=51 2509 179 57 internal_value=0 -0.00843904 0.00226189 internal_weight=0 13.1722 90.5978 internal_count=2796 230 2566 is_linear=0 shrinkage=0.0224292 Tree=8890 num_leaves=4 num_cat=0 split_feature=157 12 12 split_gain=2.66073 2.97666 2.3158 threshold=-0.077834999999999988 0.083370000000000014 0.11622 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033130808868080656 3.177940398822911e-06 -0.00011835979286233783 -0.00036588076257758876 leaf_weight=9.5602014521718939 88.223681757340273 4.0399386413664606 3.3967133738296971 leaf_count=100 2331 242 123 internal_value=0 0.000197755 -1.05778e-05 internal_weight=0 13.6001 91.6204 internal_count=2796 342 2454 is_linear=0 shrinkage=0.000439788 Tree=8891 num_leaves=4 num_cat=0 split_feature=157 12 39 split_gain=2.53339 2.81 2.36121 threshold=-0.077834999999999988 0.083370000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032463210507378858 -0.00044047353468118863 -0.00011526257608018132 1.824920295770813e-06 leaf_weight=9.4706815287063346 2.3783876289671744 3.9777877357555544 88.846334993374512 leaf_count=100 40 242 2414 internal_value=0 0.000194541 -9.79632e-06 internal_weight=0 13.4485 91.2247 internal_count=2796 342 2454 is_linear=0 shrinkage=0.000439788 Tree=8892 num_leaves=3 num_cat=0 split_feature=133 51 split_gain=2.39992 2.33466 threshold=-0.38664499999999996 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026052948150775995 0.014841847374946159 -5.4771995608365398e-05 leaf_weight=1.6884480933413204 5.5790157626470309 97.008427945930634 leaf_count=162 110 2604 internal_value=0 0.000757962 internal_weight=0 102.587 internal_count=2876 2714 is_linear=0 shrinkage=0.0224292 Tree=8893 num_leaves=3 num_cat=0 split_feature=133 13 split_gain=2.38308 2.1995 threshold=-0.38664499999999996 -0.094744999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050899208284268095 0.00014225070395338385 -1.6761701486245286e-05 leaf_weight=1.6836613907689741 21.09326328444331 82.832217447213225 leaf_count=162 338 2376 internal_value=0 1.55325e-05 internal_weight=0 103.925 internal_count=2876 2714 is_linear=0 shrinkage=0.000439788 Tree=8894 num_leaves=3 num_cat=0 split_feature=133 51 split_gain=2.45784 2.45156 threshold=-0.38664499999999996 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00050835217718642179 0.00029876949535052871 1.1740259139031016e-06 leaf_weight=1.7299981079022462 5.6423605582931478 98.58724847258236 leaf_count=162 110 2604 internal_value=0 1.73358e-05 internal_weight=0 104.23 internal_count=2876 2714 is_linear=0 shrinkage=0.000439788 Tree=8895 num_leaves=3 num_cat=0 split_feature=133 51 split_gain=2.33349 2.23555 threshold=-0.38664499999999996 -0.26960999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025906606768886772 0.014535851271194019 -5.0200014955599314e-05 leaf_weight=1.6607326404418916 5.5714747799502211 97.062653019022946 leaf_count=162 110 2604 internal_value=0 0.000744157 internal_weight=0 102.634 internal_count=2876 2714 is_linear=0 shrinkage=0.0224292 Tree=8896 num_leaves=4 num_cat=0 split_feature=1 13 133 split_gain=3.1846 3.70763 2.63189 threshold=1.0000000180025095e-35 -0.098749999999999991 -0.15835999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013756148746243654 0.00042792069566310837 -0.00019530977588537039 3.7975213370178556e-05 leaf_weight=8.7702556132207956 3.512225016111187 24.555415439615899 64.523742727635181 leaf_count=78 98 1362 1316 internal_value=0 -0.00010768 5.82198e-05 internal_weight=0 33.3257 68.036 internal_count=2854 1440 1414 is_linear=0 shrinkage=0.000439788 Tree=8897 num_leaves=4 num_cat=0 split_feature=1 13 133 split_gain=3.22366 3.77338 2.6215 threshold=1.0000000180025095e-35 -0.098749999999999991 -0.15835999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013988681776411479 0.00042908237329570339 -0.00019585660270802596 3.9241059147558961e-05 leaf_weight=8.7733766766104946 3.4994074156629713 24.567303245157746 64.567366975374171 leaf_count=78 98 1362 1316 internal_value=0 -0.000107478 5.9398e-05 internal_weight=0 33.3407 68.0668 internal_count=2854 1440 1414 is_linear=0 shrinkage=0.000439788 Tree=8898 num_leaves=4 num_cat=0 split_feature=1 13 133 split_gain=3.21684 3.63377 2.59592 threshold=1.0000000180025095e-35 -0.098749999999999991 -0.15835999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013529089170771856 0.00042647478825568998 -0.00019389587872191207 3.8733950923661994e-05 leaf_weight=8.7750975961680506 3.5025527735879214 24.718588286732484 64.755361137671571 leaf_count=78 98 1362 1316 internal_value=0 -0.000107623 5.8744e-05 internal_weight=0 33.4937 68.2579 internal_count=2854 1440 1414 is_linear=0 shrinkage=0.000439788 Tree=8899 num_leaves=4 num_cat=0 split_feature=1 13 133 split_gain=3.10348 3.60972 2.65495 threshold=1.0000000180025095e-35 -0.098749999999999991 -0.15835999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069588970388628447 0.021996319280880191 -0.0098490138344422846 0.0019282010341657282 leaf_weight=8.7155167221062566 3.4792846714162797 24.350453845765514 63.902870123754838 leaf_count=78 98 1362 1316 internal_value=0 -0.00541733 0.00297036 internal_weight=0 33.066 67.3822 internal_count=2854 1440 1414 is_linear=0 shrinkage=0.0224292 Tree=8900 num_leaves=4 num_cat=0 split_feature=12 52 1 split_gain=2.1698 2.68758 1.54819 threshold=0.101205 -0.092109999999999984 0.12212000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0061868813439329784 -0.015026157619287836 0.0036197866663138433 0.0050799678520448421 leaf_weight=17.037033649308796 6.7890881454295577 80.002277387278809 2.6759265643777326 leaf_count=464 309 2000 66 internal_value=0 0.00189717 -0.00934302 internal_weight=0 97.0393 9.46501 internal_count=2839 2464 375 is_linear=0 shrinkage=0.0224292 Tree=8901 num_leaves=4 num_cat=0 split_feature=12 52 1 split_gain=2.07928 2.56924 1.48653 threshold=0.101205 -0.092109999999999984 0.12212000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0060504846823972031 -0.014749572154541519 0.0035394884519893179 0.0049755921169111665 leaf_weight=17.03086132725366 6.7619375798913079 79.982802231875212 2.6712371030007489 leaf_count=464 309 2000 66 internal_value=0 0.0018551 -0.00916513 internal_weight=0 97.0137 9.43317 internal_count=2839 2464 375 is_linear=0 shrinkage=0.0224292 Tree=8902 num_leaves=4 num_cat=0 split_feature=12 52 0 split_gain=1.99238 2.45608 1.48926 threshold=0.101205 -0.092109999999999984 0.15355000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005916966425336628 -0.013187708385509953 0.0034609421764060936 0.0098896630094246363 leaf_weight=17.025057162407393 7.6967350834711379 79.964002263209295 1.7056965665542518 leaf_count=464 364 2000 11 internal_value=0 0.00181394 -0.00898968 internal_weight=0 96.9891 9.40243 internal_count=2839 2464 375 is_linear=0 shrinkage=0.0224292 Tree=8903 num_leaves=3 num_cat=0 split_feature=3 133 split_gain=1.96352 2.35807 threshold=-0.52632499999999982 -0.26577499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00050572637555759518 -0.00046968103644713454 1.7711458720440007e-05 leaf_weight=1.5408703129851336 1.9370808139092321 103.6515008645647 leaf_count=22 171 2646 internal_value=0 8.68668e-06 internal_weight=0 105.589 internal_count=2839 2817 is_linear=0 shrinkage=0.000439788 Tree=8904 num_leaves=4 num_cat=0 split_feature=16 1375 43 split_gain=4.84515 2.23809 0.584171 threshold=0.5053700000000001 -0.089714999999999975 -0.083684999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029774776019782402 -0.00071258549271786971 4.543791185188208e-05 -0.00033847662348280406 leaf_weight=3.8028669047052963 1.4389494579045279 95.961457565794262 1.9689674854380417 leaf_count=72 32 2574 155 internal_value=0 3.23017e-05 -0.000499529 internal_weight=0 99.7643 3.40792 internal_count=2833 2646 187 is_linear=0 shrinkage=0.000439788 Tree=8905 num_leaves=4 num_cat=0 split_feature=13 15 13 split_gain=3.97066 3.95629 3.11355 threshold=0.17850500000000002 -0.039984999999999993 0.11238500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.0433049344662941e-05 9.5595968888652884e-05 -0.00061797409452320391 0.00042008239879669186 leaf_weight=93.929033250615248 2.5359761508771044 3.653499568676124 3.9090992907949831 leaf_count=2626 70 96 41 internal_value=0 -0.000326212 3.64798e-05 internal_weight=0 6.18948 97.8381 internal_count=2833 166 2667 is_linear=0 shrinkage=0.000439788 Tree=8906 num_leaves=4 num_cat=0 split_feature=16 1375 43 split_gain=4.79373 2.31279 0.574017 threshold=0.5053700000000001 -0.089714999999999975 -0.080804999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015568872553327489 -0.036220833815398257 0.002285881560246721 -0.017240939082255446 leaf_weight=3.7758593929993358 1.4406648015028625 95.432301383888444 1.936669994089242 leaf_count=72 34 2574 153 internal_value=0 0.00160347 -0.0254953 internal_weight=0 99.2082 3.37733 internal_count=2833 2646 187 is_linear=0 shrinkage=0.0224292 Tree=8907 num_leaves=4 num_cat=0 split_feature=16 1375 43 split_gain=4.78582 2.2384 0.588922 threshold=0.5053700000000001 -0.089714999999999975 -0.083684999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029933913429399273 -0.0007101308776056417 4.3851678672214439e-05 -0.0003358274668461123 leaf_weight=3.8022795579327058 1.4385352233657616 96.591413289685079 1.9987553213213676 leaf_count=72 32 2574 155 internal_value=0 3.07993e-05 -0.000495534 internal_weight=0 100.394 3.43729 internal_count=2833 2646 187 is_linear=0 shrinkage=0.000439788 Tree=8908 num_leaves=3 num_cat=0 split_feature=403 403 split_gain=2.6566 2.81806 threshold=0.10150000000000002 0.092300000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.2692104288437705e-05 -0.00043217396295657803 0.00041275076446607028 leaf_weight=100.38096368769402 2.806175676167185 3.0853299441278059 leaf_count=2625 199 37 internal_value=0 6.82591e-08 internal_weight=0 103.466 internal_count=2861 2662 is_linear=0 shrinkage=0.000439788 Tree=8909 num_leaves=4 num_cat=0 split_feature=129 403 52 split_gain=2.76323 2.54658 1.77153 threshold=0.081400000000000014 0.033800000000000004 0.086925000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.3636736774999669e-05 8.7292778742595152e-05 -0.00032689373184228244 0.00051900438134447856 leaf_weight=92.994342366660931 5.3692469517254704 5.2867185362647424 2.7845346224894456 leaf_count=2325 192 288 56 internal_value=0 -3.05476e-05 0.000235591 internal_weight=0 98.2811 8.15378 internal_count=2861 2613 248 is_linear=0 shrinkage=0.000439788 Tree=8910 num_leaves=4 num_cat=0 split_feature=129 403 52 split_gain=2.69301 2.48481 1.78998 threshold=0.081400000000000014 0.033800000000000004 0.086925000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00080255566968677635 0.0041372082730069468 -0.016637950473117891 0.026340436843783559 leaf_weight=92.423033609535196 5.3073572838229648 5.2502674997977001 2.7733225902584309 leaf_count=2325 192 288 56 internal_value=0 -0.00165685 0.0118016 internal_weight=0 97.6733 8.08068 internal_count=2861 2613 248 is_linear=0 shrinkage=0.0224292 Tree=8911 num_leaves=3 num_cat=0 split_feature=403 129 split_gain=2.60173 3.15697 threshold=0.10150000000000002 0.081400000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011498512869539729 -0.022063030641985722 0.013805912355063682 leaf_weight=95.284737818904432 2.7510102262203864 7.652855514125803 leaf_count=2431 199 231 internal_value=0 -3.56168e-05 internal_weight=0 102.938 internal_count=2861 2662 is_linear=0 shrinkage=0.0224292 Tree=8912 num_leaves=4 num_cat=0 split_feature=1213 52 1 split_gain=2.90929 2.095 0.151448 threshold=-1.0000000180025095e-35 0.28251000000000009 0.079110000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046409156871341325 3.6142861888547254e-05 -0.0002795303485422691 -0.00027057904391324539 leaf_weight=2.0158921782203829 99.098462471326457 4.2212393900026646 1.4621658947799003 leaf_count=320 2156 266 101 internal_value=0 2.31964e-05 -0.000384661 internal_weight=0 103.32 3.47806 internal_count=2843 2422 421 is_linear=0 shrinkage=0.000439788 Tree=8913 num_leaves=4 num_cat=0 split_feature=1213 52 1 split_gain=2.87979 2.09083 0.149788 threshold=-1.0000000180025095e-35 0.28251000000000009 0.079110000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023674827531811757 0.001908706428955899 -0.014205650195158761 -0.013781895418930589 leaf_weight=1.9824134283453525 98.258229438639319 4.2057746565942571 1.4419090467563362 leaf_count=320 2156 266 101 internal_value=0 0.00124475 -0.0196086 internal_weight=0 102.464 3.42432 internal_count=2843 2422 421 is_linear=0 shrinkage=0.0224292 Tree=8914 num_leaves=4 num_cat=0 split_feature=1213 52 1 split_gain=2.79325 2.00756 0.148569 threshold=-1.0000000180025095e-35 0.28251000000000009 0.078675000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023649930188929011 0.0018661349264082624 -0.013965605489958118 -0.013757360014299646 leaf_weight=1.9137946645942059 98.246208441883027 4.1827031038483247 1.458106406869774 leaf_count=319 2156 266 102 internal_value=0 0.00121716 -0.0194736 internal_weight=0 102.429 3.3719 internal_count=2843 2422 421 is_linear=0 shrinkage=0.0224292 Tree=8915 num_leaves=4 num_cat=0 split_feature=1213 33 1 split_gain=2.70902 1.98265 0.152077 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.078675000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023617167975007933 -0.017101367989230527 0.0017223048629432392 -0.013557538110825641 leaf_weight=1.8739405463511496 2.8778265885193823 99.517117806269198 1.4468211102430357 leaf_count=319 39 2383 102 internal_value=0 0.00119017 -0.0193368 internal_weight=0 102.395 3.32076 internal_count=2843 2422 421 is_linear=0 shrinkage=0.0224292 Tree=8916 num_leaves=4 num_cat=0 split_feature=157 475 49 split_gain=2.55067 3.69293 3.34973 threshold=-0.074904999999999985 -1.0000000180025095e-35 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013148530732887508 -0.023491718129040585 -5.8296374671673737e-05 0.01524591042762171 leaf_weight=2.5918256703625948 3.4959735986321894 90.185663237833069 10.514581722363799 leaf_count=99 200 2289 246 internal_value=0 -0.000937384 0.00961988 internal_weight=0 93.6816 13.1064 internal_count=2834 2489 345 is_linear=0 shrinkage=0.0224292 Tree=8917 num_leaves=4 num_cat=0 split_feature=157 475 15 split_gain=2.40482 3.58824 3.1999 threshold=-0.074904999999999985 -1.0000000180025095e-35 -0.0070899999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.1903665619088876e-05 -0.0004535500081688284 -1.7522277529559313e-06 0.00035335083521061583 leaf_weight=5.066944890189915 3.5132135036892569 90.787392252961581 8.0857270316337218 leaf_count=235 200 2289 110 internal_value=0 -1.86726e-05 0.000181936 internal_weight=0 94.3006 13.1527 internal_count=2834 2489 345 is_linear=0 shrinkage=0.000439788 Tree=8918 num_leaves=4 num_cat=0 split_feature=157 475 49 split_gain=2.44493 3.5807 3.21477 threshold=-0.074904999999999985 -1.0000000180025095e-35 -0.006494999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.012885791456536644 -0.023286032982230014 -5.7590465249572025e-05 0.014967422528245932 leaf_weight=2.5862473194447366 3.4477633784226773 90.197501975391788 10.466117598482013 leaf_count=99 200 2289 246 internal_value=0 -0.000917371 0.00943772 internal_weight=0 93.6453 13.0524 internal_count=2834 2489 345 is_linear=0 shrinkage=0.0224292 Tree=8919 num_leaves=4 num_cat=0 split_feature=157 475 15 split_gain=2.31556 3.47938 3.1674 threshold=-0.074904999999999985 -1.0000000180025095e-35 -0.0070899999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.2015971890633557e-05 -0.00045058923120080947 -8.7093196735534368e-07 0.00035195724127901664 leaf_weight=5.0623281670559654 3.4350175743493301 90.726598465219467 8.0044176379305991 leaf_count=235 200 2289 110 internal_value=0 -1.73647e-05 0.000180069 internal_weight=0 94.1616 13.0667 internal_count=2834 2489 345 is_linear=0 shrinkage=0.000439788 Tree=8920 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=3.40701 2.97878 threshold=-0.4706749999999999 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033222908076110491 2.4137786312647033e-05 -0.00016497545585798394 leaf_weight=5.768554996171587 77.816185057622533 20.29493114260913 leaf_count=78 1948 833 internal_value=0 -1.5006e-05 internal_weight=0 98.1111 internal_count=2859 2781 is_linear=0 shrinkage=0.000439788 Tree=8921 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=3.39765 3.12019 threshold=-0.4706749999999999 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032982905145115932 2.3374699941816319e-05 -0.00016984770407944507 leaf_weight=5.780886672979249 78.253155708079248 20.352160392420046 leaf_count=78 1948 833 internal_value=0 -1.65316e-05 internal_weight=0 98.6053 internal_count=2859 2781 is_linear=0 shrinkage=0.000439788 Tree=8922 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=3.26753 3.04343 threshold=-0.4706749999999999 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016629659952938327 0.0012277000346991578 -0.008563621195185691 leaf_weight=5.7113353518543581 77.150734490001014 20.11865321024743 leaf_count=78 1948 833 internal_value=0 -0.000798765 internal_weight=0 97.2694 internal_count=2859 2781 is_linear=0 shrinkage=0.0224292 Tree=8923 num_leaves=3 num_cat=0 split_feature=13 12 split_gain=3.1469 2.91247 threshold=-0.4706749999999999 0.092355000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016384982781519734 0.0012002212724218262 -0.008383392934827814 leaf_weight=5.6673950934382438 77.147509212149998 20.090950960012378 leaf_count=78 1948 833 internal_value=0 -0.000781157 internal_weight=0 97.2385 internal_count=2859 2781 is_linear=0 shrinkage=0.0224292 Tree=8924 num_leaves=4 num_cat=0 split_feature=131 124 4 split_gain=3.11453 2.06134 1.61646 threshold=0.089305000000000009 -0.087809999999999985 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00029446254554038208 -0.00040412616029730021 5.6785147144960576e-05 0.00011746165972310405 leaf_weight=3.3229891406663219 4.6558582749566986 97.978722446618121 1.5140884147695031 leaf_count=74 338 2376 64 internal_value=0 4.52099e-05 -0.000276162 internal_weight=0 101.302 6.16995 internal_count=2852 2450 402 is_linear=0 shrinkage=0.000439788 Tree=8925 num_leaves=4 num_cat=0 split_feature=131 124 4 split_gain=3.10595 2.08385 1.59195 threshold=0.089305000000000009 -0.087809999999999985 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015206492412178576 -0.020651611068283986 0.00289205474208075 0.0058687152323438239 leaf_weight=3.2903703706087972 4.6123293505261236 97.401648640358871 1.5003387370816197 leaf_count=74 338 2376 64 internal_value=0 0.00229787 -0.0141443 internal_weight=0 100.692 6.11267 internal_count=2852 2450 402 is_linear=0 shrinkage=0.0224292 Tree=8926 num_leaves=4 num_cat=0 split_feature=131 13 4 split_gain=2.99542 1.89668 1.55016 threshold=0.089305000000000009 -0.09547499999999999 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0079967522279482534 -0.020483620564233283 0.00059855734234271016 0.0057471912661851803 leaf_weight=22.411365826308611 4.5467569688007634 78.26014604853026 1.4981290857394922 leaf_count=307 338 2143 64 internal_value=0 0.00224674 -0.0139851 internal_weight=0 100.672 6.04489 internal_count=2852 2450 402 is_linear=0 shrinkage=0.0224292 Tree=8927 num_leaves=4 num_cat=0 split_feature=131 124 4 split_gain=2.88876 1.99558 1.50916 threshold=0.089305000000000009 -0.087809999999999985 0.23993500000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.014927265404517439 -0.020313382601735541 0.0027797281597682993 0.0056279522785934403 leaf_weight=3.2920257025944002 4.4829108928497581 97.323534735694011 1.4959851207458994 leaf_count=74 338 2376 64 internal_value=0 0.00219765 -0.0138253 internal_weight=0 100.616 5.9789 internal_count=2852 2450 402 is_linear=0 shrinkage=0.0224292 Tree=8928 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.53906 2.81656 threshold=0.31270000000000003 0.12526000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030886520014316969 0.017623272641899276 -0.014233147304338788 leaf_weight=94.874758853436106 3.6434682855124256 7.8989459172007619 leaf_count=2617 126 84 internal_value=0 -0.0013815 internal_weight=0 102.774 internal_count=2827 2701 is_linear=0 shrinkage=0.0224292 Tree=8929 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.45725 2.68828 threshold=0.31270000000000003 0.12526000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030193998562881038 0.017468922626165742 -0.013897995102562021 leaf_weight=94.874450262757819 3.5939491227472891 7.9083436007203991 leaf_count=2617 126 84 internal_value=0 -0.00135044 internal_weight=0 102.783 internal_count=2827 2701 is_linear=0 shrinkage=0.0224292 Tree=8930 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.34611 2.49715 threshold=0.31270000000000003 0.12526000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.5618544063238083e-06 0.00033603429541653106 -0.00025982144847762887 leaf_weight=95.978953882520727 3.5977498020674821 8.0139281493320578 leaf_count=2617 126 84 internal_value=0 -2.42768e-05 internal_weight=0 103.993 internal_count=2827 2701 is_linear=0 shrinkage=0.000439788 Tree=8931 num_leaves=3 num_cat=0 split_feature=3 3 split_gain=2.37562 2.56218 threshold=0.31270000000000003 0.12526000000000004 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029383301756840297 0.017306660096994664 -0.013558181891646167 leaf_weight=94.895463475779252 3.5457130760460123 7.9198461791966102 leaf_count=2617 126 84 internal_value=0 -0.00131791 internal_weight=0 102.815 internal_count=2827 2701 is_linear=0 shrinkage=0.0224292 Tree=8932 num_leaves=4 num_cat=0 split_feature=13 16 43 split_gain=3.35224 4.37475 2.72254 threshold=-0.070604999999999987 -0.09583499999999999 -0.089894999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.01080422463163095 0.0049676496152453202 -0.0083233441197472814 0.0058594427488808205 leaf_weight=5.6375253971928023 17.644221400204515 42.285009724234442 38.566182850954647 leaf_count=143 321 1267 1131 internal_value=0 -0.00440991 0.00373049 internal_weight=0 59.9292 44.2037 internal_count=2862 1588 1274 is_linear=0 shrinkage=0.0224292 Tree=8933 num_leaves=4 num_cat=0 split_feature=13 16 43 split_gain=3.18301 4.17047 2.57697 threshold=-0.070604999999999987 -0.09583499999999999 -0.089894999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0002057479699020668 9.4940095063230138e-05 -0.00015882006669775805 0.0001114312963868109 leaf_weight=5.6615591072186353 17.737179335115798 42.533929318558876 38.789987975515942 leaf_count=143 321 1267 1131 internal_value=0 -8.41346e-05 7.09629e-05 internal_weight=0 60.2711 44.4515 internal_count=2862 1588 1274 is_linear=0 shrinkage=0.000439788 Tree=8934 num_leaves=4 num_cat=0 split_feature=13 16 43 split_gain=3.08235 4.25108 2.56873 threshold=-0.070604999999999987 -0.09583499999999999 -0.089894999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020537253088269026 9.8446425974367039e-05 -0.00015723032596980595 0.00011048560454644632 leaf_weight=5.6910844777594312 17.799975602905761 42.764997642448179 38.978548748085814 leaf_count=143 321 1267 1131 internal_value=0 -8.20799e-05 7.01735e-05 internal_weight=0 60.565 44.6696 internal_count=2862 1588 1274 is_linear=0 shrinkage=0.000439788 Tree=8935 num_leaves=4 num_cat=0 split_feature=13 16 43 split_gain=3.19745 4.17751 2.59945 threshold=-0.070604999999999987 -0.09583499999999999 -0.089894999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010571136125121413 0.0048583881274630028 -0.0081320461965669853 0.0057235301589293932 leaf_weight=5.6281181723461478 17.636852369349072 42.271530715191147 38.558058863901351 leaf_count=143 321 1267 1131 internal_value=0 -0.00430737 0.00364436 internal_weight=0 59.9084 44.1862 internal_count=2862 1588 1274 is_linear=0 shrinkage=0.0224292 Tree=8936 num_leaves=3 num_cat=0 split_feature=13 33 split_gain=2.71605 2.31006 threshold=-0.53230999999999995 -0.007134999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024514922422109994 -0.01921954051648616 0.0014639024091187601 leaf_weight=2.1325562751153475 2.7689741767826481 105.83624767917172 leaf_count=33 37 2800 internal_value=0 0.000933277 internal_weight=0 108.605 internal_count=2870 2837 is_linear=0 shrinkage=0.0224292 Tree=8937 num_leaves=4 num_cat=0 split_feature=150 1373 1 split_gain=2.45687 3.20924 3.06656 threshold=0.082085000000000019 0.089075000000000001 0.093350000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0605213071861677e-05 3.5600796343934943e-06 0.00047140939262796269 0.00032273897642220528 leaf_weight=84.933920807243339 14.471079471491977 2.4165338517632327 9.7223523316806659 leaf_count=2456 187 21 206 internal_value=0 -2.63405e-05 0.000131978 internal_weight=0 87.3505 24.1934 internal_count=2870 2477 393 is_linear=0 shrinkage=0.000439788 Tree=8938 num_leaves=3 num_cat=0 split_feature=13 33 split_gain=2.5705 2.19665 threshold=-0.53230999999999995 -0.007134999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046526578656230967 -0.00036806701489240743 2.75569763747978e-05 leaf_weight=2.1566564312961409 2.7663122243247917 106.60301658708886 leaf_count=33 37 2800 internal_value=0 1.74878e-05 internal_weight=0 109.369 internal_count=2870 2837 is_linear=0 shrinkage=0.000439788 Tree=8939 num_leaves=3 num_cat=0 split_feature=13 33 split_gain=2.57184 2.21738 threshold=-0.53230999999999995 -0.007134999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023752909481015317 -0.018888770017979128 0.0014292041980590124 leaf_weight=2.1503233356634146 2.7538493984029619 105.85911828658936 leaf_count=33 37 2800 internal_value=0 0.000910819 internal_weight=0 108.613 internal_count=2870 2837 is_linear=0 shrinkage=0.0224292 Tree=8940 num_leaves=4 num_cat=0 split_feature=12 12 42 split_gain=1.91407 2.53924 2.29994 threshold=0.097325000000000009 0.092355000000000007 0.10163000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0011274517613058543 0.011186354422121472 -0.011966463472889429 -0.011332534980673126 leaf_weight=79.61785028536633 15.546002126391615 8.2005530419928601 2.6576952824871105 leaf_count=1929 358 367 146 internal_value=0 -9.76035e-05 0.00789022 internal_weight=0 87.8184 18.2037 internal_count=2800 2296 504 is_linear=0 shrinkage=0.0224292 Tree=8941 num_leaves=4 num_cat=0 split_feature=12 12 42 split_gain=1.81936 2.48798 2.20205 threshold=0.097325000000000009 0.086935000000000012 0.10163000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.3414903491880792e-05 0.00021402587260078567 -0.00012240880308858864 -0.00021364337762293603 leaf_weight=64.945303242309819 15.671318386204804 23.933377371860843 2.7186049025422099 leaf_count=1299 358 997 146 internal_value=0 -1.25503e-06 0.000150647 internal_weight=0 88.8787 18.3899 internal_count=2800 2296 504 is_linear=0 shrinkage=0.000439788 Tree=8942 num_leaves=4 num_cat=0 split_feature=12 160 131 split_gain=1.83208 2.45606 1.9332 threshold=0.097325000000000009 0.032485000000000007 0.097135000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.002290192843813009 0.0036081622943357162 0.0063109187114113773 0.020730546156243364 leaf_weight=65.415820253771017 13.816163974501253 22.406347585249023 4.3510827156205769 leaf_count=1906 431 390 73 internal_value=0 -9.48692e-05 0.00772646 internal_weight=0 87.8222 18.1672 internal_count=2800 2296 504 is_linear=0 shrinkage=0.0224292 Tree=8943 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=1.79515 3.88462 threshold=-0.15747999999999998 -0.067474999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031985241059283141 -0.00041880028234701181 2.8808554245648084e-05 leaf_weight=3.7767060963669783 3.8783516336879975 99.159118064507311 leaf_count=44 168 2588 internal_value=0 1.1886e-05 internal_weight=0 103.037 internal_count=2800 2756 is_linear=0 shrinkage=0.000439788 Tree=8944 num_leaves=4 num_cat=0 split_feature=13 39 484 split_gain=3.85182 3.06135 2.3564 threshold=0.17850500000000002 0.087205000000000019 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011756526633332093 -0.030587807372500681 0.00096616791510942062 0.0026475702040451897 leaf_weight=6.0535099918288315 3.4074513912382818 2.8175405065412633 96.694364920808766 leaf_count=435 112 50 2231 internal_value=0 -0.0163466 0.00179691 internal_weight=0 6.22499 102.748 internal_count=2828 162 2666 is_linear=0 shrinkage=0.0224292 Tree=8945 num_leaves=4 num_cat=0 split_feature=13 39 484 split_gain=3.72075 2.92061 2.37507 threshold=0.17850500000000002 0.087205000000000019 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022840720396533908 -0.00058390500044575326 1.6366785078974424e-05 5.2581359368935817e-05 leaf_weight=6.1680455567020536 3.4365975249511385 2.8676163752825232 97.630701230093109 leaf_count=435 112 50 2231 internal_value=0 -0.000311633 3.58452e-05 internal_weight=0 6.30421 103.799 internal_count=2828 162 2666 is_linear=0 shrinkage=0.000439788 Tree=8946 num_leaves=4 num_cat=0 split_feature=13 39 484 split_gain=3.4993 3.0226 2.23284 threshold=0.17850500000000002 0.087205000000000019 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022277644877843525 -0.00058069564583712097 3.0350335411465755e-05 5.023946898540294e-05 leaf_weight=6.1403463672177159 3.4275523849009906 2.865823622661992 97.69040001472149 leaf_count=435 112 50 2231 internal_value=0 -0.000303192 3.40559e-05 internal_weight=0 6.29338 103.831 internal_count=2828 162 2666 is_linear=0 shrinkage=0.000439788 Tree=8947 num_leaves=4 num_cat=0 split_feature=13 39 484 split_gain=3.61151 3.03856 2.23668 threshold=0.17850500000000002 0.087205000000000019 -0.0048899999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00022455680206893354 -0.0005889310065698407 2.4551135240470159e-05 4.892064222454021e-05 leaf_weight=6.1300105800910378 3.4185852505815992 2.8585261265689041 97.548967873199217 leaf_count=435 112 50 2231 internal_value=0 -0.000310331 3.27129e-05 internal_weight=0 6.27711 103.679 internal_count=2828 162 2666 is_linear=0 shrinkage=0.000439788 Tree=8948 num_leaves=4 num_cat=0 split_feature=15 49 15 split_gain=2.08777 3.80713 3.16363 threshold=0.088550000000000004 -0.061834999999999994 0.088030000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.9990957895385179e-05 0.00014758702994870885 -0.00033553953044072264 0.00052397692714115172 leaf_weight=86.437545584836698 5.3947501184302382 7.5495785773418884 2.674761809033952 leaf_count=2165 55 583 43 internal_value=0 -0.000134268 5.46272e-05 internal_weight=0 12.9443 89.1123 internal_count=2846 638 2208 is_linear=0 shrinkage=0.000439788 Tree=8949 num_leaves=4 num_cat=0 split_feature=15 49 15 split_gain=2.07835 3.75943 3.22357 threshold=0.088550000000000004 -0.061834999999999994 0.088030000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0020078321864787359 0.0074429477668074423 -0.017129737468140824 0.026913611741807619 leaf_weight=85.992031128799681 5.3605252372217365 7.4868011478702083 2.6774708146913317 leaf_count=2165 55 583 43 internal_value=0 -0.00688099 0.00276552 internal_weight=0 12.8473 88.6695 internal_count=2846 638 2208 is_linear=0 shrinkage=0.0224292 Tree=8950 num_leaves=4 num_cat=0 split_feature=16 16 0 split_gain=2.07561 9.4119 2.93006 threshold=-0.013949999999999999 -0.064539999999999986 -0.10470499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0018860793378937624 0.015719017042494045 -0.027223761768728847 0.0020139771373715544 leaf_weight=50.321653463478469 10.124303392041837 6.2661947257392958 34.708197046695204 leaf_count=1463 104 285 994 internal_value=0 -0.00134546 0.00511429 internal_weight=0 56.5878 44.8325 internal_count=2846 1748 1098 is_linear=0 shrinkage=0.0224292 Tree=8951 num_leaves=4 num_cat=0 split_feature=15 49 15 split_gain=2.02864 3.63654 3.12555 threshold=0.088550000000000004 -0.061834999999999994 0.088030000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.8201039063976618e-05 0.00014161478175665356 -0.00033178613635319299 0.0005192687068131342 leaf_weight=86.434156206565603 5.3791616981616244 7.4868835540601122 2.6747096544513616 leaf_count=2165 55 583 43 internal_value=0 -0.000133945 5.2749e-05 internal_weight=0 12.866 89.1089 internal_count=2846 638 2208 is_linear=0 shrinkage=0.000439788 Tree=8952 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=2.27691 2.0367 threshold=-0.50052499999999989 -0.24360499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036809693515717185 -0.00023152507497111591 3.4519701605803788e-05 leaf_weight=2.9992285027401513 5.88212212768667 97.85115880300782 leaf_count=115 141 2585 internal_value=0 1.9394e-05 internal_weight=0 103.733 internal_count=2841 2726 is_linear=0 shrinkage=0.000439788 Tree=8953 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=2.43022 2.11914 threshold=-0.50052499999999989 -0.24360499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037691193906681266 -0.00023273761486054153 3.7843423695706907e-05 leaf_weight=3.0149679867317891 5.9184346845722748 97.993981378066565 leaf_count=115 141 2585 internal_value=0 2.23923e-05 internal_weight=0 103.912 internal_count=2841 2726 is_linear=0 shrinkage=0.000439788 Tree=8954 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=2.43093 2.08517 threshold=-0.50052499999999989 -0.24360499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019559861474340148 -0.012036884324940688 0.0017997040025735859 leaf_weight=2.9537261192745055 5.7897000432985797 96.552687385414174 leaf_count=115 141 2585 internal_value=0 0.00101484 internal_weight=0 102.342 internal_count=2841 2726 is_linear=0 shrinkage=0.0224292 Tree=8955 num_leaves=3 num_cat=0 split_feature=4 43 split_gain=2.30357 2.09157 threshold=-0.50052499999999989 -0.24360499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037138999954746451 -0.00023313202814748707 3.6806769031348239e-05 leaf_weight=2.950162686262046 5.8669433515187839 97.770638908688852 leaf_count=115 141 2585 internal_value=0 2.14854e-05 internal_weight=0 103.638 internal_count=2841 2726 is_linear=0 shrinkage=0.000439788 Tree=8956 num_leaves=3 num_cat=0 split_feature=1374 39 split_gain=1.79171 1.64021 threshold=-0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029265280531900437 -0.00024165997205653119 6.7768837174100055e-05 leaf_weight=2.8798090897034845 3.4052986337046596 102.79120099023658 leaf_count=43 54 2746 internal_value=0 5.7805e-05 internal_weight=0 106.196 internal_count=2843 2800 is_linear=0 shrinkage=0.000439788 Tree=8957 num_leaves=3 num_cat=0 split_feature=1374 39 split_gain=1.81377 1.69924 threshold=-0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014998282626864418 -0.012558263511444387 0.0035602655049067258 leaf_weight=2.8616940607316783 3.381448489642934 102.10593705659267 leaf_count=43 54 2746 internal_value=0 0.0030414 internal_weight=0 105.487 internal_count=2843 2800 is_linear=0 shrinkage=0.0224292 Tree=8958 num_leaves=3 num_cat=0 split_feature=1447 1456 split_gain=1.75556 2.66225 threshold=-0.086059999999999984 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.020303787969726008 -0.019830174628225464 0.0026260024876280544 leaf_weight=2.6991364404711922 2.7072775193455518 102.91894435745689 leaf_count=95 267 2481 internal_value=0 0.00204695 internal_weight=0 105.626 internal_count=2843 2748 is_linear=0 shrinkage=0.0224292 Tree=8959 num_leaves=3 num_cat=0 split_feature=1374 39 split_gain=1.71986 1.59664 threshold=-0.094679999999999986 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0002871231728468542 -0.00023994546714688333 6.6034000717508354e-05 leaf_weight=2.8802599306218317 3.3894999625917981 102.68606902469037 leaf_count=43 54 2746 internal_value=0 5.62154e-05 internal_weight=0 106.076 internal_count=2843 2800 is_linear=0 shrinkage=0.000439788 Tree=8960 num_leaves=4 num_cat=0 split_feature=123 456 1 split_gain=3.07828 2.33387 0.782344 threshold=1.0000000180025095e-35 0.086300000000000016 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012575959467088099 0.005918585105660349 -0.016692043351518904 0.021551200345429442 leaf_weight=94.834149092316693 2.5386755550280204 3.7706470676130257 4.4766988788032904 leaf_count=2434 32 138 207 internal_value=0 0.000568103 0.0159256 internal_weight=0 98.6048 7.01537 internal_count=2811 2572 239 is_linear=0 shrinkage=0.0224292 Tree=8961 num_leaves=4 num_cat=0 split_feature=123 4 1 split_gain=3.0208 2.14976 0.814213 threshold=1.0000000180025095e-35 -0.50052499999999989 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030077010597204528 0.00011065684094641086 2.4674955081229752e-05 0.000421806709548942 leaf_weight=4.075153647834667 2.5760357636027029 95.381578227993487 4.476752601825865 leaf_count=112 32 2460 207 internal_value=0 1.1285e-05 0.000308765 internal_weight=0 99.4567 7.05279 internal_count=2811 2572 239 is_linear=0 shrinkage=0.000439788 Tree=8962 num_leaves=4 num_cat=0 split_feature=123 456 1 split_gain=3.04276 2.25894 0.801723 threshold=1.0000000180025095e-35 0.086300000000000016 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.2072045560765563e-05 0.00011126630650270538 -0.00032244406871478215 0.00041994991047607352 leaf_weight=95.863603271689499 2.5817892749328157 3.8089497430910333 4.4661578396917321 leaf_count=2434 32 138 207 internal_value=0 8.84726e-06 0.00030748 internal_weight=0 99.6726 7.04795 internal_count=2811 2572 239 is_linear=0 shrinkage=0.000439788 Tree=8963 num_leaves=4 num_cat=0 split_feature=123 456 1 split_gain=3.16373 2.20784 0.796027 threshold=1.0000000180025095e-35 0.086300000000000016 0.08486500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1798556480052234e-05 0.00011542296622423832 -0.00031879072782064604 0.00042258160425424186 leaf_weight=95.764350620009282 2.5719675112050018 3.8092891596297696 4.5356077299074968 leaf_count=2434 32 138 207 internal_value=0 8.71036e-06 0.000312039 internal_weight=0 99.5736 7.10758 internal_count=2811 2572 239 is_linear=0 shrinkage=0.000439788 Tree=8964 num_leaves=4 num_cat=0 split_feature=48 15 42 split_gain=3.36598 2.98874 2.96176 threshold=0.086260000000000017 0.10112000000000002 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.1777063401652092e-05 -0.00019876978822691888 -0.00025358876130921246 0.00014491654165137073 leaf_weight=75.620585082957405 20.997879680635382 5.4959870571346974 6.2892270111915414 leaf_count=2070 345 253 129 internal_value=0 5.90003e-05 -0.00011951 internal_weight=0 81.1166 27.2871 internal_count=2797 2323 474 is_linear=0 shrinkage=0.000439788 Tree=8965 num_leaves=4 num_cat=0 split_feature=48 15 42 split_gain=3.46595 3.04132 3.02965 threshold=0.086260000000000017 0.10112000000000002 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0042816416343976413 -0.010266948869255488 -0.013059196891745818 0.0075396164297758883 leaf_weight=74.992701621875312 20.851695133467732 5.4398802641135253 6.229986310194362 leaf_count=2070 345 253 129 internal_value=0 0.00310601 -0.00616822 internal_weight=0 80.4326 27.0817 internal_count=2797 2323 474 is_linear=0 shrinkage=0.0224292 Tree=8966 num_leaves=4 num_cat=0 split_feature=48 15 42 split_gain=3.31423 2.91247 2.89722 threshold=0.086260000000000017 0.10112000000000002 0.088115000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0041863636151417546 -0.010041509103986108 -0.012808388030709569 0.0073849824373057654 leaf_weight=74.979745767394888 20.842183444932747 5.4225725726992087 6.2183096352382554 leaf_count=2070 345 253 129 internal_value=0 0.00303742 -0.00603464 internal_weight=0 80.4023 27.0605 internal_count=2797 2323 474 is_linear=0 shrinkage=0.0224292 Tree=8967 num_leaves=4 num_cat=0 split_feature=48 160 15 split_gain=3.13807 2.71465 2.69524 threshold=0.086260000000000017 0.088685000000000014 0.10112000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.0485515342003418e-05 -0.00021520395856325659 7.4762903670943319e-05 -0.00023895047249174043 leaf_weight=75.891896857729989 17.720479766063367 9.6247917353030044 5.4590577062463117 leaf_count=2070 390 84 253 internal_value=0 -0.000113163 5.89987e-05 internal_weight=0 27.3453 81.351 internal_count=2797 474 2323 is_linear=0 shrinkage=0.000439788 Tree=8968 num_leaves=4 num_cat=0 split_feature=133 3 159 split_gain=1.88812 4.05269 2.63435 threshold=0.090075000000000002 -0.055119999999999995 0.10276500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0016461501790063745 -0.021364140432376479 0.0059733455498499613 -0.014405801747550497 leaf_weight=89.557256570021309 6.0518159563198424 4.9422690469946229 5.4376158018530978 leaf_count=2015 507 104 232 internal_value=0 -0.00908582 0.000724608 internal_weight=0 10.9941 94.9949 internal_count=2858 611 2247 is_linear=0 shrinkage=0.0224292 Tree=8969 num_leaves=4 num_cat=0 split_feature=1429 157 448 split_gain=1.8738 3.50019 2.59273 threshold=0.084690000000000015 -0.08107499999999998 -0.079029999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022641929819858658 0.022882132829889455 -0.0092748052159861167 -0.00048208497294206288 leaf_weight=2.7126825851446474 4.4840707411349285 2.7246835164587528 95.985888347050604 leaf_count=53 63 132 2610 internal_value=0 0.0107354 -0.0010954 internal_weight=0 7.20875 98.6986 internal_count=2858 195 2663 is_linear=0 shrinkage=0.0224292 Tree=8970 num_leaves=4 num_cat=0 split_feature=159 51 1 split_gain=1.81932 2.31304 1.37013 threshold=0.10843500000000002 -0.088319999999999996 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015881580111620289 -0.00055421023021748404 -2.3222499072451452e-05 -5.4533609514607269e-07 leaf_weight=15.955347295792306 1.9921213884408637 87.148080138615114 1.5162547422078203 leaf_count=351 122 2317 68 internal_value=0 4.97227e-06 -0.000316225 internal_weight=0 103.103 3.50838 internal_count=2858 2668 190 is_linear=0 shrinkage=0.000439788 Tree=8971 num_leaves=4 num_cat=0 split_feature=1429 157 1 split_gain=1.87968 3.40834 2.51136 threshold=0.084690000000000015 -0.08107499999999998 0.10100500000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3983122583574015e-05 0.00044445237822938717 -0.00017591248069739236 7.1943443999652161e-05 leaf_weight=64.458935089647639 4.4966471894877031 2.7462920559191835 35.279081371352731 leaf_count=1988 63 132 675 internal_value=0 0.000209386 -2.23624e-05 internal_weight=0 7.24294 99.738 internal_count=2858 195 2663 is_linear=0 shrinkage=0.000439788 Tree=8972 num_leaves=4 num_cat=0 split_feature=16 15 16 split_gain=3.2487 1.89692 1.00997 threshold=0.51434500000000016 -0.11532999999999999 0.52532500000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0065209267180188794 -0.03521267034251966 0.0022727519449783746 -0.0090813688296755655 leaf_weight=14.295829320274605 1.5291673732062911 89.470301152152388 1.4667741515731902 leaf_count=436 46 2238 105 internal_value=0 0.00106027 -0.0225576 internal_weight=0 103.766 2.99594 internal_count=2825 2674 151 is_linear=0 shrinkage=0.0224292 Tree=8973 num_leaves=4 num_cat=0 split_feature=16 15 16 split_gain=3.23346 1.72553 1.01865 threshold=0.51434500000000016 -0.11532999999999999 0.52532500000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00012017210741427229 -0.00068930502540711942 4.3355212238986884e-05 -0.00017817442652327058 leaf_weight=14.46516300609437 1.5286953139366226 90.209763961055614 1.5056694583072383 leaf_count=436 46 2238 105 internal_value=0 2.07394e-05 -0.000438379 internal_weight=0 104.675 3.03436 internal_count=2825 2674 151 is_linear=0 shrinkage=0.000439788 Tree=8974 num_leaves=4 num_cat=0 split_feature=16 15 16 split_gain=3.13838 1.80878 1.0039 threshold=0.51434500000000016 -0.11532999999999999 0.52532500000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0063625525892898344 -0.035083047070365553 0.002220733116027392 -0.0089025046711919565 leaf_weight=14.309752113811554 1.500725105768651 89.47957579040667 1.4638686103044163 leaf_count=436 46 2238 105 internal_value=0 0.00103638 -0.0222952 internal_weight=0 103.789 2.96459 internal_count=2825 2674 151 is_linear=0 shrinkage=0.0224292 Tree=8975 num_leaves=3 num_cat=0 split_feature=42 43 split_gain=3.37674 1.95205 threshold=-0.24177499999999999 -0.51323999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00064582511735695753 0.00034537186079175875 4.2655577808362875e-06 leaf_weight=1.4977452393795818 3.331470843506394 102.89755825250177 leaf_count=22 36 2767 internal_value=0 1.50232e-05 internal_weight=0 106.229 internal_count=2825 2803 is_linear=0 shrinkage=0.000439788 Tree=8976 num_leaves=4 num_cat=0 split_feature=1 1 3 split_gain=2.43632 4.59063 3.17269 threshold=0.091870000000000021 0.092675000000000021 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001425388512819161 0.00065759323314018299 3.8953080259391064e-05 -0.00011707377350002871 leaf_weight=11.399045247280808 2.4348057079123455 42.5801964304992 44.945468236393026 leaf_count=153 25 948 1669 internal_value=0 7.26792e-05 -6.45211e-05 internal_weight=0 45.015 56.3445 internal_count=2795 973 1822 is_linear=0 shrinkage=0.000439788 Tree=8977 num_leaves=4 num_cat=0 split_feature=1 1 3 split_gain=2.21414 4.81731 3.0493 threshold=0.091870000000000021 0.092675000000000021 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0071741990123873264 0.034036382665110054 0.001693399258012413 -0.0058638730143652697 leaf_weight=11.294060526390238 2.4328400979493372 42.063448441596847 44.607778242396307 leaf_count=153 25 948 1669 internal_value=0 0.00347559 -0.00322819 internal_weight=0 44.4963 55.9018 internal_count=2795 973 1822 is_linear=0 shrinkage=0.0224292 Tree=8978 num_leaves=3 num_cat=0 split_feature=0 1375 split_gain=2.14668 3.30798 threshold=-0.23033499999999998 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0084421362348427748 -0.025022398369096647 -0.00068405038539065132 leaf_weight=12.489011244964784 2.8864472765781093 84.923662677446373 leaf_count=113 105 2577 internal_value=0 -0.00148935 internal_weight=0 87.8101 internal_count=2795 2682 is_linear=0 shrinkage=0.0224292 Tree=8979 num_leaves=4 num_cat=0 split_feature=1 1 3 split_gain=2.19605 4.5779 2.93883 threshold=0.091870000000000021 0.092675000000000021 -0.11327499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001377465732635809 0.00065191430614059212 3.4525229078471232e-05 -0.00011292760157314769 leaf_weight=11.32356398251977 2.43891865061505 42.327533568824947 44.678515789033554 leaf_count=153 25 948 1669 internal_value=0 6.84247e-05 -6.22119e-05 internal_weight=0 44.7665 56.0021 internal_count=2795 973 1822 is_linear=0 shrinkage=0.000439788 Tree=8980 num_leaves=4 num_cat=0 split_feature=484 402 15 split_gain=1.966 2.49 1.56246 threshold=0.08618000000000002 0.086255000000000012 -0.11399999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1210061016811428e-05 0.00055591025271924176 -0.0003709981957882961 0.00012410236053803469 leaf_weight=93.591906571435175 2.0336499877230381 3.2200326227703036 7.7895687509471809 leaf_count=2289 69 301 221 internal_value=0 8.09436e-06 0.000214402 internal_weight=0 96.8119 9.82322 internal_count=2880 2590 290 is_linear=0 shrinkage=0.000439788 Tree=8981 num_leaves=4 num_cat=0 split_feature=484 402 15 split_gain=1.94544 2.39167 1.55938 threshold=0.08618000000000002 0.086255000000000012 -0.11399999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010363433089324262 0.028409265528746654 -0.018812582048111915 0.0062816787345905279 leaf_weight=92.892603083945687 2.010304703937436 3.1386101727312044 7.69756814266111 leaf_count=2289 69 301 221 internal_value=0 0.000384006 0.0109106 internal_weight=0 96.0312 9.70787 internal_count=2880 2590 290 is_linear=0 shrinkage=0.0224292 Tree=8982 num_leaves=4 num_cat=0 split_feature=484 402 15 split_gain=1.86733 2.31675 1.52932 threshold=0.08618000000000002 0.086255000000000012 -0.11399999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010131446285191546 0.028183020222133894 -0.018654835409770983 0.0061444517758168886 leaf_weight=92.888896448840569 1.9814713993764597 3.0948170751544231 7.6934494906708988 leaf_count=2289 69 301 221 internal_value=0 0.000375403 0.0107047 internal_weight=0 95.9837 9.67492 internal_count=2880 2590 290 is_linear=0 shrinkage=0.0224292 Tree=8983 num_leaves=4 num_cat=0 split_feature=484 402 3 split_gain=1.79402 2.27508 1.52974 threshold=0.08618000000000002 0.086255000000000012 -0.055684999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.9220701348181892e-05 -5.9601999722460788e-05 -0.0003623475479824667 0.00032014818231792803 leaf_weight=93.33889250345328 2.9355815123972206 3.1043457847536038 6.7540751052492833 leaf_count=2289 181 301 109 internal_value=0 6.86937e-06 0.000205208 internal_weight=0 96.4432 9.68966 internal_count=2880 2590 290 is_linear=0 shrinkage=0.000439788 Tree=8984 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.33857 4.14709 threshold=-0.50052499999999989 -0.00189 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015729568109495617 -4.9080055559497024e-05 0.015321839743001704 leaf_weight=4.1363666309043756 91.198021863178838 9.7577681167986139 leaf_count=118 2560 191 internal_value=0 0.00143919 internal_weight=0 100.956 internal_count=2869 2751 is_linear=0 shrinkage=0.0224292 Tree=8985 num_leaves=4 num_cat=0 split_feature=13 131 42 split_gain=2.29087 2.99244 2.54195 threshold=-0.094744999999999982 0.097135000000000013 0.088295000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00020931542389676926 -4.1689499875132498e-05 0.00029510371803967222 -0.00016607773823959228 leaf_weight=18.322932109980687 78.218453444356783 5.4395249652261546 4.2931860033932017 leaf_count=258 2267 228 116 internal_value=0 -1.97285e-05 0.000137975 internal_weight=0 83.658 22.6161 internal_count=2869 2495 374 is_linear=0 shrinkage=0.000439788 Tree=8986 num_leaves=4 num_cat=0 split_feature=13 0 131 split_gain=2.25071 3.42731 3.20766 threshold=-0.094744999999999982 -0.14197999999999997 0.097135000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0093494267262537456 -0.0021376240588309873 0.011716952174440165 0.015733703628574017 leaf_weight=4.9796351041404732 77.204325016802613 17.462754669344577 5.3871349269866178 leaf_count=84 2267 290 228 internal_value=0 0.00703866 -0.000968577 internal_weight=0 22.4424 82.5915 internal_count=2869 374 2495 is_linear=0 shrinkage=0.0224292 Tree=8987 num_leaves=4 num_cat=0 split_feature=13 0 131 split_gain=2.20665 3.20125 2.97507 threshold=-0.094744999999999982 -0.14197999999999997 0.097135000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001731613516655546 -4.0882182901376159e-05 0.00022474909453382272 0.00029547061185617666 leaf_weight=5.0162204274529385 77.773523178785581 17.532209384091402 5.4230101455032118 leaf_count=84 2267 290 228 internal_value=0 0.000136157 -1.88949e-05 internal_weight=0 22.5484 83.1965 internal_count=2869 374 2495 is_linear=0 shrinkage=0.000439788 Tree=8988 num_leaves=4 num_cat=0 split_feature=15 0 1 split_gain=3.0553 3.57826 1.9999 threshold=-0.028919999999999998 -0.22962499999999997 0.085110000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-7.3685230807803232e-05 0.00046353257927776384 -0.00010267071523335856 0.00012549945538896924 leaf_weight=12.948812546363113 2.2443266552727428 46.855345009646953 39.310432993418544 leaf_count=580 17 1506 717 internal_value=0 -7.66197e-05 7.61365e-05 internal_weight=0 49.0997 52.2592 internal_count=2820 1523 1297 is_linear=0 shrinkage=0.000439788 Tree=8989 num_leaves=4 num_cat=0 split_feature=15 52 49 split_gain=2.96273 2.99776 2.96239 threshold=0.091735000000000025 -0.091964999999999991 -0.060344999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0071236287933452904 -0.00056784655109702858 0.0032274813850063054 -0.02628541157497569 leaf_weight=17.379191238651401 4.9959065692382865 73.676731394712078 4.0866506001948419 leaf_count=528 55 1846 391 internal_value=0 0.00125076 -0.0121702 internal_weight=0 91.0559 9.08256 internal_count=2820 2374 446 is_linear=0 shrinkage=0.0224292 Tree=8990 num_leaves=4 num_cat=0 split_feature=15 49 52 split_gain=2.85393 2.91113 2.86622 threshold=0.091735000000000025 -0.060344999999999996 -0.091964999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0069684886876857574 -0.00055511459116937029 -0.026177176732754045 0.0031557676167337663 leaf_weight=17.368177963439848 4.9963039126014337 4.0124256129674887 73.661551368905748 leaf_count=528 55 391 1846 internal_value=0 -0.0119982 0.00122304 internal_weight=0 9.00873 91.0297 internal_count=2820 446 2374 is_linear=0 shrinkage=0.0224292 Tree=8991 num_leaves=4 num_cat=0 split_feature=15 0 475 split_gain=2.79923 3.47525 1.93146 threshold=-0.028919999999999998 -0.22962499999999997 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011948218850434846 0.023570192236403293 -0.0051630578791850958 0.0048679854744805087 leaf_weight=3.6834195594310577 2.200662572606233 46.157637227813211 47.899444747120469 leaf_count=194 17 1506 1103 internal_value=0 -0.0038467 0.0036632 internal_weight=0 48.3583 51.5829 internal_count=2820 1523 1297 is_linear=0 shrinkage=0.0224292 Tree=8992 num_leaves=3 num_cat=0 split_feature=41 9 split_gain=2.35123 1.78814 threshold=0.082980000000000012 0.091370000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020494209527727142 -0.01549044692395421 0.018686285624857926 leaf_weight=101.58254435192976 3.7320388016005372 3.3388251177530028 leaf_count=2711 97 52 internal_value=0 0.00258215 internal_weight=0 104.921 internal_count=2860 2763 is_linear=0 shrinkage=0.0224292 Tree=8993 num_leaves=3 num_cat=0 split_feature=41 12 split_gain=2.25462 1.78714 threshold=0.082980000000000012 -0.12394999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.017172472565419636 -0.015207552672134838 0.0029594769828142869 leaf_weight=2.2484831751698939 3.7167297907299135 102.64966697796808 leaf_count=77 97 2686 internal_value=0 0.0025249 internal_weight=0 104.898 internal_count=2860 2763 is_linear=0 shrinkage=0.0224292 Tree=8994 num_leaves=3 num_cat=0 split_feature=41 9 split_gain=2.16168 1.71915 threshold=0.082980000000000012 0.091370000000000021 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019473089455737409 -0.014927686452408471 0.018296755935995772 leaf_weight=101.55912554944643 3.7020120197576025 3.3232712591561713 leaf_count=2711 97 52 internal_value=0 0.00246859 internal_weight=0 104.882 internal_count=2860 2763 is_linear=0 shrinkage=0.0224292 Tree=8995 num_leaves=3 num_cat=0 split_feature=41 1348 split_gain=2.19505 1.69485 threshold=0.082980000000000012 0.084620000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.0456372859938556e-05 -0.00029167589191041399 0.00036558789635958194 leaf_weight=103.11784582965174 3.7411142029150133 3.1785166680856483 leaf_count=2697 97 66 internal_value=0 5.02425e-05 internal_weight=0 106.296 internal_count=2860 2763 is_linear=0 shrinkage=0.000439788 Tree=8996 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.89561 3.2812 2.84926 threshold=-0.077944999999999987 -0.082064999999999985 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00064572635556416796 0.0066197899179764388 -0.021894386636939017 -0.012787196581430947 leaf_weight=67.362787663144445 33.478127066046 3.8467248734796149 4.2757696175394804 leaf_count=1509 736 321 273 internal_value=0 -0.00179914 0.00441652 internal_weight=0 71.2095 37.7539 internal_count=2839 1830 1009 is_linear=0 shrinkage=0.0224292 Tree=8997 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.81461 3.19729 2.73094 threshold=-0.077944999999999987 -0.082064999999999985 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00063124148289860516 0.0064810475951843525 -0.021774877133730736 -0.012557333347070387 leaf_weight=67.363401232169963 33.42881916924307 3.7819225107159573 4.2569455029988594 leaf_count=1509 736 321 273 internal_value=0 -0.00176073 0.00432522 internal_weight=0 71.1453 37.6858 internal_count=2839 1830 1009 is_linear=0 shrinkage=0.0224292 Tree=8998 num_leaves=4 num_cat=0 split_feature=0 0 132 split_gain=1.80141 3.16236 1.96632 threshold=-0.077944999999999987 -0.082064999999999985 0.080815000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.2764884280303372e-05 4.3606472794297279e-05 -0.0004244564707569346 0.00033295696045797105 leaf_weight=67.914135023008384 32.790472045124261 3.7922484471946509 5.2555118987838787 leaf_count=1509 891 321 118 internal_value=0 -3.46447e-05 8.37231e-05 internal_weight=0 71.7064 38.046 internal_count=2839 1830 1009 is_linear=0 shrinkage=0.000439788 Tree=8999 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=1.73673 3.11436 2.6184 threshold=-0.077944999999999987 -0.082064999999999985 0.091570000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00061746141074249289 0.0063441504421370238 -0.021650985808069369 -0.012332106908201688 leaf_weight=67.374694712143537 33.387247723512701 3.7188446068485055 4.2399418947934455 leaf_count=1509 736 321 273 internal_value=0 -0.00172323 0.00423447 internal_weight=0 71.0935 37.6272 internal_count=2839 1830 1009 is_linear=0 shrinkage=0.0224292 Tree=9000 num_leaves=3 num_cat=0 split_feature=403 3 split_gain=1.91322 2.06564 threshold=0.37674000000000007 0.10877000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.1848762880908127e-06 0.00034371481836991129 -0.00017724175118322998 leaf_weight=83.700290113231858 2.6087574081029734 16.763243761806734 leaf_count=2566 93 246 internal_value=0 -3.64219e-05 internal_weight=0 100.464 internal_count=2905 2812 is_linear=0 shrinkage=0.000439788 Tree=9001 num_leaves=3 num_cat=0 split_feature=403 3 split_gain=1.88954 2.13152 threshold=0.37674000000000007 0.10877000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.9928455987650549e-06 0.00034163500898279288 -0.00017955345286263405 leaf_weight=83.847335630764974 2.6013310915586763 16.797483757280133 leaf_count=2566 93 246 internal_value=0 -3.66547e-05 internal_weight=0 100.645 internal_count=2905 2812 is_linear=0 shrinkage=0.000439788 Tree=9002 num_leaves=3 num_cat=0 split_feature=403 3 split_gain=1.82937 2.06963 threshold=0.37674000000000007 0.10877000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-9.0334402806873285e-06 0.00033348296924124387 -0.00017800505920974603 leaf_weight=84.439814869255315 2.6248471514700205 16.792967180217602 leaf_count=2566 93 246 internal_value=0 -3.70915e-05 internal_weight=0 101.233 internal_count=2905 2812 is_linear=0 shrinkage=0.000439788 Tree=9003 num_leaves=3 num_cat=0 split_feature=403 3 split_gain=1.87559 2.04948 threshold=0.37674000000000007 0.10877000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-7.7179300518747929e-06 0.00034073488754368653 -0.00017595074035254085 leaf_weight=83.789918078390656 2.6058704670576835 16.798294032192643 leaf_count=2566 93 246 internal_value=0 -3.5841e-05 internal_weight=0 100.588 internal_count=2905 2812 is_linear=0 shrinkage=0.000439788 Tree=9004 num_leaves=3 num_cat=0 split_feature=147 11 split_gain=2.06938 3.04863 threshold=0.089245000000000005 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.2020944433969133e-05 0.00023938319600501793 -0.00034995287685905038 leaf_weight=94.315416616437687 5.3414245616731924 5.8026957740003118 leaf_count=2592 116 163 internal_value=0 -4.10905e-05 internal_weight=0 100.118 internal_count=2871 2755 is_linear=0 shrinkage=0.000439788 Tree=9005 num_leaves=3 num_cat=0 split_feature=147 11 split_gain=2.07434 3.18056 threshold=0.089245000000000005 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.8860226519839086e-05 0.00024098973838073827 -0.00035354876782626944 leaf_weight=94.50473604999388 5.4019194698339552 5.8116776520437261 leaf_count=2592 116 163 internal_value=0 -3.83135e-05 internal_weight=0 100.316 internal_count=2871 2755 is_linear=0 shrinkage=0.000439788 Tree=9006 num_leaves=3 num_cat=0 split_feature=147 11 split_gain=2.0399 3.10727 threshold=0.089245000000000005 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0888932255635458e-05 0.00023826100281139728 -0.0003529522006222203 leaf_weight=94.151564008217974 5.3456943197579667 5.7664073332462058 leaf_count=2592 116 163 internal_value=0 -4.01165e-05 internal_weight=0 99.918 internal_count=2871 2755 is_linear=0 shrinkage=0.000439788 Tree=9007 num_leaves=3 num_cat=0 split_feature=147 11 split_gain=2.01513 3.11609 threshold=0.089245000000000005 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010532833991159667 0.012133489807492097 -0.018075347370292719 leaf_weight=93.587642681050966 5.2994617571639528 5.7232964798695312 leaf_count=2592 116 163 internal_value=0 -0.00203755 internal_weight=0 99.3109 internal_count=2871 2755 is_linear=0 shrinkage=0.0224292 Tree=9008 num_leaves=3 num_cat=0 split_feature=52 1375 split_gain=2.38902 2.11515 threshold=-0.51745999999999992 0.079730000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023262493534677527 0.0026924117264245317 -0.015593376343785105 leaf_weight=1.8789483244272549 102.65900926763788 3.2652668187729423 leaf_count=195 2539 121 internal_value=0 0.00212602 internal_weight=0 105.924 internal_count=2855 2660 is_linear=0 shrinkage=0.0224292 Tree=9009 num_leaves=3 num_cat=0 split_feature=52 1375 split_gain=2.33833 1.99988 threshold=-0.51745999999999992 0.079730000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045565428147345403 5.0926157290750452e-05 -0.0002978423853812563 leaf_weight=1.8529727032400831 103.0958884639922 3.26228963673202 leaf_count=195 2539 121 internal_value=0 4.0177e-05 internal_weight=0 106.358 internal_count=2855 2660 is_linear=0 shrinkage=0.000439788 Tree=9010 num_leaves=3 num_cat=0 split_feature=52 1375 split_gain=2.35093 2.00244 threshold=-0.51745999999999992 0.079730000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045571597146965698 5.0104680183475353e-05 -0.00029781399381931798 leaf_weight=1.8691444040086924 103.34632048435469 3.2829459619752006 leaf_count=195 2539 121 internal_value=0 3.93414e-05 internal_weight=0 106.629 internal_count=2855 2660 is_linear=0 shrinkage=0.000439788 Tree=9011 num_leaves=3 num_cat=0 split_feature=52 1375 split_gain=2.32483 2.02622 threshold=-0.51745999999999992 0.079730000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023234924543422776 0.0026281710675555166 -0.015317014561255688 leaf_weight=1.8386989172104211 102.65906444012853 3.2471839950449057 leaf_count=195 2539 121 internal_value=0 0.00207529 internal_weight=0 105.906 internal_count=2855 2660 is_linear=0 shrinkage=0.0224292 Tree=9012 num_leaves=4 num_cat=0 split_feature=12 16 47 split_gain=2.92764 3.16935 2.43685 threshold=0.086765000000000023 -0.088099999999999984 0.089345000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012617526139130559 0.011212865273729953 -0.0010972665837377625 -0.012961635203112909 leaf_weight=46.741427168525661 18.532483915346347 24.299735910911295 11.060581835947231 leaf_count=1141 404 1129 153 internal_value=0 0.00423166 -0.0035041 internal_weight=0 42.8322 57.802 internal_count=2827 1533 1294 is_linear=0 shrinkage=0.0224292 Tree=9013 num_leaves=4 num_cat=0 split_feature=3 160 158 split_gain=3.92146 5.40196 3.20543 threshold=-0.015474999999999997 -0.08100499999999998 0.08413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0049925862798346514 0.0091464074730456309 -0.0096612587254052383 -0.016996628064573052 leaf_weight=53.879313785046179 9.9778107815363892 33.195589416434814 3.5364522423569715 leaf_count=1962 103 520 242 internal_value=0 -0.00531249 0.00363299 internal_weight=0 43.1734 57.4158 internal_count=2827 623 2204 is_linear=0 shrinkage=0.0224292 Tree=9014 num_leaves=4 num_cat=0 split_feature=3 160 158 split_gain=3.65052 5.11319 3.03183 threshold=-0.015474999999999997 -0.08100499999999998 0.08413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.2431841398790576e-05 0.00017370445637328097 -0.00018454863728791296 -0.00032670591868899065 leaf_weight=54.368143459269049 9.9986919091388682 33.393038313028228 3.5376519450846891 leaf_count=1962 103 520 242 internal_value=0 -0.000101957 6.67261e-05 internal_weight=0 43.3917 57.9058 internal_count=2827 623 2204 is_linear=0 shrinkage=0.000439788 Tree=9015 num_leaves=4 num_cat=0 split_feature=3 160 158 split_gain=3.63275 5.03002 3.09367 threshold=-0.015474999999999997 -0.08100499999999998 0.08413000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.4580358968131295e-05 0.00017367886230486616 -0.00018131753086196714 -0.00032730247866015369 leaf_weight=54.469720054853497 10.015832865814444 33.471734825056046 3.5643804513429123 leaf_count=1962 103 520 242 internal_value=0 -9.95162e-05 6.85697e-05 internal_weight=0 43.4876 58.0341 internal_count=2827 623 2204 is_linear=0 shrinkage=0.000439788 Tree=9016 num_leaves=3 num_cat=0 split_feature=401 11 split_gain=1.99155 1.85828 threshold=0.083100000000000021 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.6796901306818531e-05 -0.00035340251876705877 -0.00022271513689190722 leaf_weight=97.311815245427169 2.7799901696253064 5.6275008148195402 leaf_count=2471 252 149 internal_value=0 2.25712e-05 internal_weight=0 102.939 internal_count=2872 2620 is_linear=0 shrinkage=0.000439788 Tree=9017 num_leaves=4 num_cat=0 split_feature=11 43 43 split_gain=1.70941 2.09571 1.00588 threshold=0.08184000000000001 -0.074359999999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011080452572000368 -0.00041241446407963437 -2.1335950555620129e-05 -4.3849735300668152e-05 leaf_weight=36.611830810225001 2.7196062856819481 63.364613850217211 3.0129827289010782 leaf_count=1096 56 1620 100 internal_value=0 2.70664e-05 -0.00021949 internal_weight=0 99.9764 5.73259 internal_count=2872 2716 156 is_linear=0 shrinkage=0.000439788 Tree=9018 num_leaves=3 num_cat=0 split_feature=401 11 split_gain=1.96388 1.85333 threshold=0.083100000000000021 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018744062199487158 -0.018018947420340856 -0.011391335061448611 leaf_weight=96.772782076505791 2.7426279894989412 5.5859323623844821 leaf_count=2471 252 149 internal_value=0 0.00114848 internal_weight=0 102.359 internal_count=2872 2620 is_linear=0 shrinkage=0.0224292 Tree=9019 num_leaves=3 num_cat=0 split_feature=401 11 split_gain=1.89782 1.77402 threshold=0.083100000000000021 0.08184000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018325341130058922 -0.017826920219997808 -0.011157697116548048 leaf_weight=96.764368818816365 2.7105636176001999 5.5755077952453567 leaf_count=2471 252 149 internal_value=0 0.00112287 internal_weight=0 102.34 internal_count=2872 2620 is_linear=0 shrinkage=0.0224292 Tree=9020 num_leaves=4 num_cat=0 split_feature=403 475 0 split_gain=2.07476 2.80424 2.36095 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.13112499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0095872307129462493 -0.016679770203688195 0.0016591185938378153 -0.020593515564771382 leaf_weight=1.7920388053753411 4.3673807573723016 95.930760339359949 4.6771562334661203 leaf_count=34 206 1941 639 internal_value=0 0.000857548 -0.0122295 internal_weight=0 100.298 6.4692 internal_count=2820 2147 673 is_linear=0 shrinkage=0.0224292 Tree=9021 num_leaves=4 num_cat=0 split_feature=403 475 0 split_gain=2.0066 2.69373 2.29601 threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.13112499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0094039440061938692 -0.016400146037045604 0.001622136923476044 -0.020458374022484321 leaf_weight=1.7864254090236498 4.3428245565910393 95.917678590111791 4.6034154722656231 leaf_count=34 206 1941 639 internal_value=0 0.000838521 -0.0121065 internal_weight=0 100.261 6.38984 internal_count=2820 2147 673 is_linear=0 shrinkage=0.0224292 Tree=9022 num_leaves=3 num_cat=0 split_feature=1456 403 split_gain=2.04234 2.08603 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019651806812788046 -0.011948618291860518 0.0013556323732876756 leaf_weight=2.5613223257169002 6.2927810470428076 97.682639274316898 leaf_count=259 644 1917 internal_value=0 0.000548389 internal_weight=0 103.975 internal_count=2820 2561 is_linear=0 shrinkage=0.0224292 Tree=9023 num_leaves=3 num_cat=0 split_feature=1456 403 split_gain=1.9753 2.00331 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019443971758649269 -0.01174571688499511 0.0013253798031078274 leaf_weight=2.5311842996052283 6.2586261163796726 97.671907215635656 leaf_count=259 644 1917 internal_value=0 0.000536234 internal_weight=0 103.931 internal_count=2820 2561 is_linear=0 shrinkage=0.0224292 Tree=9024 num_leaves=4 num_cat=0 split_feature=42 1374 49 split_gain=3.45276 2.83426 1.79103 threshold=0.098960000000000006 -0.26766999999999991 -0.015624999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024047537396418406 0.0060415154475319827 0.0011974878530137802 -0.021728180602550863 leaf_weight=2.7956352786277412 1.5250863114442834 91.739120819853269 4.8787042850035496 leaf_count=15 36 2450 318 internal_value=0 0.00187794 -0.0151164 internal_weight=0 94.5348 6.40379 internal_count=2819 2465 354 is_linear=0 shrinkage=0.0224292 Tree=9025 num_leaves=4 num_cat=0 split_feature=42 1374 1 split_gain=3.3217 2.73102 1.7716 threshold=0.098960000000000006 -0.26766999999999991 0.10732500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.023675462041685767 -0.024834419337386143 0.0011706809983846273 -0.0008256432947002033 leaf_weight=2.7764003702322944 3.7150197771716185 91.735546610675556 2.6410839028540067 leaf_count=15 255 2450 99 internal_value=0 0.00183643 -0.0148907 internal_weight=0 94.5119 6.3561 internal_count=2819 2465 354 is_linear=0 shrinkage=0.0224292 Tree=9026 num_leaves=4 num_cat=0 split_feature=42 1374 1 split_gain=3.21748 2.69609 1.79121 threshold=0.098960000000000006 -0.26766999999999991 0.10732500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00046354326297680674 -0.00048220419648611922 2.3746547701532601e-05 -1.1691255113570833e-05 leaf_weight=2.7577745389426118 3.713248798575477 92.705016458871796 2.6964827506162692 leaf_count=15 255 2450 99 internal_value=0 3.65418e-05 -0.000284889 internal_weight=0 95.4628 6.40973 internal_count=2819 2465 354 is_linear=0 shrinkage=0.000439788 Tree=9027 num_leaves=4 num_cat=0 split_feature=42 13 39 split_gain=3.14735 2.72422 1.77013 threshold=0.098960000000000006 -0.4706749999999999 0.084475000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00032125394075050643 -0.00041242487774888063 1.5161580676138528e-05 0.00013304979605108843 leaf_weight=5.9830882847727471 4.8744621198893574 89.233848109762221 1.4941497617692219 leaf_count=81 272 2384 82 internal_value=0 3.44559e-05 -0.000284435 internal_weight=0 95.2169 6.36861 internal_count=2819 2465 354 is_linear=0 shrinkage=0.000439788 Tree=9028 num_leaves=4 num_cat=0 split_feature=484 484 1 split_gain=1.92298 2.41075 1.62703 threshold=0.087520000000000014 0.085835000000000009 0.090630000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.7531978940718997e-05 -0.00041237429254700866 0.00041792121895241124 1.7104522646435493e-05 leaf_weight=99.408632232290074 3.6266861055601103 2.9771990221634033 3.2039234958065208 leaf_count=2565 169 37 101 internal_value=0 2.92503e-05 -0.000211439 internal_weight=0 102.386 6.83061 internal_count=2872 2602 270 is_linear=0 shrinkage=0.000439788 Tree=9029 num_leaves=4 num_cat=0 split_feature=484 484 1 split_gain=1.86788 2.38714 1.6588 threshold=0.087520000000000014 0.085835000000000009 0.090630000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6051738952828563e-05 -0.00041189523276047286 0.00041536187291577395 2.0731253267056323e-05 leaf_weight=99.72520928767608 3.6360558875376219 2.963219561323057 3.2247791437039268 leaf_count=2565 169 37 101 internal_value=0 2.76495e-05 -0.000209056 internal_weight=0 102.688 6.86084 internal_count=2872 2602 270 is_linear=0 shrinkage=0.000439788 Tree=9030 num_leaves=4 num_cat=0 split_feature=484 484 1 split_gain=1.8826 2.42661 1.65052 threshold=0.087520000000000014 0.085835000000000009 0.090630000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5498482567413011e-05 -0.00041249291701274442 0.00041755773469060608 1.9086533337013361e-05 leaf_weight=99.951986430162833 3.6407607272567466 2.9712536725564851 3.2204023901213077 leaf_count=2565 169 37 101 internal_value=0 2.71807e-05 -0.000210433 internal_weight=0 102.923 6.86116 internal_count=2872 2602 270 is_linear=0 shrinkage=0.000439788 Tree=9031 num_leaves=4 num_cat=0 split_feature=484 484 1 split_gain=1.93963 2.39353 1.5817 threshold=0.087520000000000014 0.085835000000000009 0.090630000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00089974370581395594 -0.021006282804184422 0.02131746797925543 0.00067368359017591661 leaf_weight=98.965607650693528 3.6038214519712701 2.9561995441908939 3.175708362730802 leaf_count=2565 169 37 101 internal_value=0 0.00149583 -0.0108774 internal_weight=0 101.922 6.77953 internal_count=2872 2602 270 is_linear=0 shrinkage=0.0224292 Tree=9032 num_leaves=3 num_cat=0 split_feature=51 159 split_gain=2.02972 2.63557 threshold=-0.39874999999999999 0.087735000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00026162976792962103 -6.9936447996503084e-05 0.00014367701042511115 leaf_weight=4.4213192796923968 86.30865935154543 12.813719439825034 leaf_count=108 2355 360 internal_value=0 -4.22999e-05 internal_weight=0 99.1224 internal_count=2823 2715 is_linear=0 shrinkage=0.000439788 Tree=9033 num_leaves=3 num_cat=0 split_feature=51 159 split_gain=2.03397 2.60929 threshold=-0.39874999999999999 0.087735000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013393020893498883 -0.0035638052590874761 0.0073090806693236502 leaf_weight=4.4015773549053838 85.87022650963263 12.733979181238281 leaf_count=108 2355 360 internal_value=0 -0.00215851 internal_weight=0 98.6042 internal_count=2823 2715 is_linear=0 shrinkage=0.0224292 Tree=9034 num_leaves=4 num_cat=0 split_feature=39 12 34 split_gain=1.93959 2.73277 2.21443 threshold=0.0047850000000000011 -0.12394999999999999 -0.0079449999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037638586980401394 -0.00024430486738844952 0.00023455037646544159 -5.1662961187789728e-05 leaf_weight=4.2419872282844144 3.0307438905601876 9.4395328405607852 87.226716151049914 leaf_count=52 56 278 2437 internal_value=0 0.000117975 -6.67978e-05 internal_weight=0 12.4703 91.4687 internal_count=2823 334 2489 is_linear=0 shrinkage=0.000439788 Tree=9035 num_leaves=3 num_cat=0 split_feature=51 159 split_gain=1.92207 2.52886 threshold=-0.39874999999999999 0.087735000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00025376758228001447 -6.9081820312558723e-05 0.00014002888485647436 leaf_weight=4.4202913903773142 86.393241373057208 12.830778479421495 leaf_count=108 2355 360 internal_value=0 -4.20197e-05 internal_weight=0 99.224 internal_count=2823 2715 is_linear=0 shrinkage=0.000439788 Tree=9036 num_leaves=4 num_cat=0 split_feature=52 160 15 split_gain=2.1369 4.16118 1.49476 threshold=0.18829500000000002 -0.23016499999999998 0.050935000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057169456729669343 -0.0004484585245522436 -9.7029498444224465e-06 5.2361019198948443e-05 leaf_weight=2.4193649888175051 3.4942348028416736 101.01975860520088 1.709977925208477 leaf_count=70 200 2478 133 internal_value=0 3.99849e-06 -0.000284311 internal_weight=0 103.439 5.20421 internal_count=2881 2548 333 is_linear=0 shrinkage=0.000439788 Tree=9037 num_leaves=3 num_cat=0 split_feature=457 48 split_gain=1.94207 2.23452 threshold=-0.15747999999999998 -0.085909999999999986 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033114070263449568 -0.00032371391240637744 -5.6909185857622449e-06 leaf_weight=3.133695750962942 4.4429689324460915 100.99107594392171 leaf_count=35 70 2776 internal_value=0 -1.91485e-05 internal_weight=0 105.434 internal_count=2881 2846 is_linear=0 shrinkage=0.000439788 Tree=9038 num_leaves=4 num_cat=0 split_feature=52 160 15 split_gain=2.12725 4.06174 1.49466 threshold=0.18829500000000002 -0.23016499999999998 0.050935000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00056849076597894493 -0.00044683000041489279 -5.335285690915413e-06 5.3707418589362072e-05 leaf_weight=2.4241924179432308 3.4466831832223752 101.44517128932875 1.7241198555975641 leaf_count=70 200 2478 133 internal_value=0 8.15916e-06 -0.00028035 internal_weight=0 103.869 5.1708 internal_count=2881 2548 333 is_linear=0 shrinkage=0.000439788 Tree=9039 num_leaves=4 num_cat=0 split_feature=52 160 15 split_gain=2.0907 4.14307 1.50141 threshold=0.18829500000000002 -0.23016499999999998 0.050935000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00057133052405997564 -0.00044794531874915212 -9.4927757681984168e-06 5.4697755662314232e-05 leaf_weight=2.4136448966046364 3.4571183080661276 100.62192673356822 1.7114596183819228 leaf_count=70 200 2478 133 internal_value=0 4.21653e-06 -0.000281917 internal_weight=0 103.036 5.16858 internal_count=2881 2548 333 is_linear=0 shrinkage=0.000439788 Tree=9040 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=3.59568 2.44035 threshold=-1.0000000180025095e-35 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016613662697235725 -0.00061912576282248995 -0.02310739233654387 leaf_weight=6.0394178557326077 94.494186100505431 2.4725120991042777 leaf_count=63 2691 98 internal_value=0 -0.00119698 internal_weight=0 96.9667 internal_count=2852 2789 is_linear=0 shrinkage=0.0224292 Tree=9041 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=3.44753 2.36271 threshold=-1.0000000180025095e-35 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016296432261121225 -0.00060523858917359492 -0.022857024441850154 leaf_weight=6.0194865060038856 94.494739548962571 2.4440638323503654 leaf_count=63 2691 98 internal_value=0 -0.00117065 internal_weight=0 96.9388 internal_count=2852 2789 is_linear=0 shrinkage=0.0224292 Tree=9042 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=3.36633 2.46409 threshold=-1.0000000180025095e-35 -0.084184999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031508217192711247 -8.7487818863408556e-05 5.2063049120121341e-05 leaf_weight=6.0695690573775201 52.056870701690968 46.151813512076842 leaf_count=63 1294 1495 internal_value=0 -2.19104e-05 internal_weight=0 98.2087 internal_count=2852 2789 is_linear=0 shrinkage=0.000439788 Tree=9043 num_leaves=3 num_cat=0 split_feature=1374 0 split_gain=3.35398 2.26505 threshold=-1.0000000180025095e-35 -0.077784999999999979 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031504054056126398 -7.3027629838218585e-05 6.5926156046726598e-05 leaf_weight=6.027508685772772 62.320648056878781 35.655580472926886 leaf_count=63 1804 985 internal_value=0 -2.24565e-05 internal_weight=0 97.9762 internal_count=2852 2789 is_linear=0 shrinkage=0.000439788 Tree=9044 num_leaves=4 num_cat=0 split_feature=15 43 0 split_gain=2.90497 3.94976 2.8559 threshold=0.088420000000000012 -0.003375 -0.074459999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00011039074661942371 0.00030969386085023191 -0.00010111777215622756 6.5073458491689539e-05 leaf_weight=57.748133631211203 10.711384436801383 7.8166275880466847 26.00869831685668 leaf_count=1561 376 280 618 internal_value=0 0.000136454 -5.59021e-05 internal_weight=0 18.528 83.7568 internal_count=2835 656 2179 is_linear=0 shrinkage=0.000439788 Tree=9045 num_leaves=4 num_cat=0 split_feature=15 43 1 split_gain=2.87206 3.984 2.85541 threshold=0.088420000000000012 -0.003375 0.094655000000000017 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012509951753180966 0.00030851981553911437 -0.00010598229735012709 4.1379314675991541e-05 leaf_weight=49.800950774963894 10.607538060249682 7.746805189523001 33.197435311058143 leaf_count=1450 376 280 729 internal_value=0 0.000133643 -5.85176e-05 internal_weight=0 18.3543 82.9984 internal_count=2835 656 2179 is_linear=0 shrinkage=0.000439788 Tree=9046 num_leaves=4 num_cat=0 split_feature=15 43 16 split_gain=2.90871 3.91891 2.86494 threshold=0.088420000000000012 -0.003375 -0.008179999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00012724041335321161 0.00030758584125292212 -0.00010311689900180657 3.8671291310232944e-05 leaf_weight=48.872727159407077 10.626271770613132 7.7631027801980954 34.20722919407126 leaf_count=1383 376 280 796 internal_value=0 0.00013428 -5.8935e-05 internal_weight=0 18.3894 83.08 internal_count=2835 656 2179 is_linear=0 shrinkage=0.000439788 Tree=9047 num_leaves=4 num_cat=0 split_feature=15 43 16 split_gain=2.90707 3.97827 2.85551 threshold=0.088420000000000012 -0.003375 -0.008179999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0065136971538525632 0.015784764075635262 -0.0053845965587224678 0.0019624033424001926 leaf_weight=48.554869817524377 10.56628961727438 7.7118664950685334 33.971954151731552 leaf_count=1383 376 280 796 internal_value=0 0.00685675 -0.00302489 internal_weight=0 18.2782 82.5268 internal_count=2835 656 2179 is_linear=0 shrinkage=0.0224292 Tree=9048 num_leaves=4 num_cat=0 split_feature=11 3 16 split_gain=2.18353 2.12534 1.63711 threshold=0.08184000000000001 -0.15490999999999996 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016143739781910176 -0.00041604188000460599 0.00078880288757324484 -0.02253013394279807 leaf_weight=4.7366202915636668 3.308074485976249 97.697251758285347 3.412987626354151 leaf_count=76 41 2627 134 internal_value=0 0.0015017 -0.0116777 internal_weight=0 102.434 6.72106 internal_count=2878 2703 175 is_linear=0 shrinkage=0.0224292 Tree=9049 num_leaves=4 num_cat=0 split_feature=11 3 16 split_gain=2.09951 2.05329 1.59786 threshold=0.08184000000000001 -0.15490999999999996 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.01592933896849141 -0.00040670322649863599 0.00077112161807300244 -0.022324587362436452 leaf_weight=4.6934527959801917 3.3085666093975306 97.696323376830151 3.3678445447330878 leaf_count=76 41 2627 134 internal_value=0 0.0014688 -0.0114951 internal_weight=0 102.39 6.67641 internal_count=2878 2703 175 is_linear=0 shrinkage=0.0224292 Tree=9050 num_leaves=4 num_cat=0 split_feature=11 3 16 split_gain=2.02907 2.01808 1.58011 threshold=0.08184000000000001 -0.15490999999999996 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030922479356378232 -6.598247080442957e-06 1.435745650729444e-05 -0.00043326762760308998 leaf_weight=4.6847049701245842 3.331439059227705 98.479816553406636 3.3662079268906373 leaf_count=76 41 2627 134 internal_value=0 2.78021e-05 -0.000221662 internal_weight=0 103.165 6.69765 internal_count=2878 2703 175 is_linear=0 shrinkage=0.000439788 Tree=9051 num_leaves=4 num_cat=0 split_feature=11 3 16 split_gain=2.01713 1.98266 1.55862 threshold=0.08184000000000001 -0.15490999999999996 -0.39511999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015712423867905428 -0.00039624466214784076 0.00075308963010897853 -0.022111903708680755 leaf_weight=4.6511739455472698 3.3094893153756857 97.710619566654714 3.32394724212645 leaf_count=76 41 2627 134 internal_value=0 0.00143562 -0.01131 internal_weight=0 102.362 6.63344 internal_count=2878 2703 175 is_linear=0 shrinkage=0.0224292 Tree=9052 num_leaves=4 num_cat=0 split_feature=4 42 3 split_gain=2.15635 2.47189 2.21143 threshold=-0.076329999999999995 0.086675000000000016 -0.19220999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0072447532708366643 0.018410249823164086 -0.0082839619289478781 -0.0034713236577059163 leaf_weight=27.182127053106342 2.3924067840962371 6.3463742448284384 63.874036500371403 leaf_count=663 48 291 1823 internal_value=0 0.00430239 -0.00267626 internal_weight=0 33.5285 66.2664 internal_count=2825 954 1871 is_linear=0 shrinkage=0.0224292 Tree=9053 num_leaves=4 num_cat=0 split_feature=4 4 3 split_gain=2.06197 2.45878 2.13465 threshold=-0.076329999999999995 -0.078249999999999986 -0.19220999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0022271083674809348 0.018240363511632395 0.022841983065113758 -0.0033940249801799648 leaf_weight=30.303511896519012 2.3610631573428682 3.2015526838258657 63.864044085612477 leaf_count=877 48 77 1823 internal_value=0 0.00420883 -0.00261768 internal_weight=0 33.5051 66.2251 internal_count=2825 954 1871 is_linear=0 shrinkage=0.0224292 Tree=9054 num_leaves=4 num_cat=0 split_feature=4 403 3 split_gain=1.97133 2.40733 2.06035 threshold=-0.076329999999999995 -1.0000000180025095e-35 -0.19220999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.015824263929233206 0.018068798309856311 0.005924920557246964 -0.0033184248073158677 leaf_weight=2.7745257416172526 2.3305498406352845 30.724222232784086 63.854480659851106 leaf_count=424 48 530 1823 internal_value=0 0.00411556 -0.00256033 internal_weight=0 33.4987 66.185 internal_count=2825 954 1871 is_linear=0 shrinkage=0.0224292 Tree=9055 num_leaves=4 num_cat=0 split_feature=4 42 3 split_gain=1.88565 2.36905 1.98845 threshold=-0.076329999999999995 0.086675000000000016 -0.19220999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0069114389745544231 0.017895600948784715 -0.0083121611461529701 -0.0032444876344952561 leaf_weight=27.123636202637499 2.3008491278087595 6.32737244153759 63.845328203758982 leaf_count=663 48 291 1823 internal_value=0 0.00402874 -0.00250419 internal_weight=0 33.451 66.1462 internal_count=2825 954 1871 is_linear=0 shrinkage=0.0224292 Tree=9056 num_leaves=3 num_cat=0 split_feature=52 51 split_gain=2.49025 2.10317 threshold=-0.4290699999999999 -0.0088999999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045648581554761411 0.00012052427228803117 -3.4684140644018338e-05 leaf_weight=2.3620727314719252 21.47219317039162 78.785434773059023 leaf_count=261 486 2079 internal_value=0 -1.42651e-06 internal_weight=0 100.258 internal_count=2826 2565 is_linear=0 shrinkage=0.000439788 Tree=9057 num_leaves=3 num_cat=0 split_feature=52 51 split_gain=2.41798 2.07556 threshold=-0.4290699999999999 -0.0088999999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02325828706991856 0.0061654063422779794 -0.0017382682197918413 leaf_weight=2.2912664008126731 21.245198681677721 78.109317286172882 leaf_count=261 486 2079 internal_value=0 -4.73478e-05 internal_weight=0 99.3545 internal_count=2826 2565 is_linear=0 shrinkage=0.0224292 Tree=9058 num_leaves=3 num_cat=0 split_feature=52 157 split_gain=2.36355 2.05763 threshold=-0.4290699999999999 -0.15081499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023233221660954137 0.019017645986131627 -0.00059258690535545801 leaf_weight=2.2428574773821301 2.7497711193718706 96.59809244146436 leaf_count=261 52 2513 internal_value=0 -4.62611e-05 internal_weight=0 99.3479 internal_count=2826 2565 is_linear=0 shrinkage=0.0224292 Tree=9059 num_leaves=3 num_cat=0 split_feature=52 51 split_gain=2.37545 1.92416 threshold=-0.4290699999999999 -0.0088999999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045549044668998369 0.00011611763147203325 -3.2636941063546802e-05 leaf_weight=2.2541388449208162 21.371231925024404 78.670718662443505 leaf_count=261 486 2079 internal_value=0 -8.43492e-07 internal_weight=0 100.042 internal_count=2826 2565 is_linear=0 shrinkage=0.000439788 Tree=9060 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=2.30735 1.91346 threshold=-0.26766999999999991 0.103425 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017000738440349491 -0.0013333699480673625 0.0099102504347799141 leaf_weight=3.966192463238257 91.875272155843959 8.2832555009426851 leaf_count=20 2397 410 internal_value=0 -0.000401795 internal_weight=0 100.159 internal_count=2827 2807 is_linear=0 shrinkage=0.0224292 Tree=9061 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=2.18938 1.8201 threshold=-0.26766999999999991 0.103425 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032892562751095372 -2.1103534767801524e-05 0.00019285737652501676 leaf_weight=3.9654882620670824 93.000800786892796 8.3637057313353562 leaf_count=20 2397 410 internal_value=0 -3.41637e-06 internal_weight=0 101.365 internal_count=2827 2807 is_linear=0 shrinkage=0.000439788 Tree=9062 num_leaves=3 num_cat=0 split_feature=1374 133 split_gain=2.21544 1.82849 threshold=-0.26766999999999991 0.103425 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016708711697788762 -0.0012985031640336882 0.0096963443666044143 leaf_weight=3.9445310874725683 91.899491859906448 8.2769443785018648 leaf_count=20 2397 410 internal_value=0 -0.000388394 internal_weight=0 100.176 internal_count=2827 2807 is_linear=0 shrinkage=0.0224292 Tree=9063 num_leaves=3 num_cat=0 split_feature=1374 38 split_gain=2.12917 1.795 threshold=-0.26766999999999991 0.10208000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016424532790097826 0.00011032187111449905 -0.018773371932312578 leaf_weight=3.9233485556324004 97.590731597623744 2.5806847247567921 leaf_count=20 2765 42 internal_value=0 -0.000379657 internal_weight=0 100.171 internal_count=2827 2807 is_linear=0 shrinkage=0.0224292 Tree=9064 num_leaves=3 num_cat=0 split_feature=403 133 split_gain=2.24539 1.96532 threshold=0.31343500000000007 0.103425 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.720089020139965e-05 0.0003902470481398784 0.00018517636982671524 leaf_weight=86.447328388560891 2.3982116516999659 6.9753579909120154 leaf_count=2322 93 422 internal_value=0 -3.90698e-05 internal_weight=0 93.4227 internal_count=2837 2744 is_linear=0 shrinkage=0.000439788 Tree=9065 num_leaves=3 num_cat=0 split_feature=403 133 split_gain=2.44205 2.04273 threshold=0.31695500000000004 0.103425 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0029715072216807106 0.021082009887628247 0.0096639337792662622 leaf_weight=85.801431097520435 2.3405666758335419 6.9400173509347942 leaf_count=2328 86 423 internal_value=0 -0.00202418 internal_weight=0 92.7414 internal_count=2837 2751 is_linear=0 shrinkage=0.0224292 Tree=9066 num_leaves=3 num_cat=0 split_feature=403 133 split_gain=2.13479 1.95856 threshold=0.31343500000000007 0.103425 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6530904128226181e-05 0.00037846079386010326 0.00018493991736146363 leaf_weight=86.700711538231189 2.4183179619758439 7.0043166862087665 leaf_count=2322 93 422 internal_value=0 -3.84473e-05 internal_weight=0 93.705 internal_count=2837 2744 is_linear=0 shrinkage=0.000439788 Tree=9067 num_leaves=3 num_cat=0 split_feature=403 43 split_gain=2.07294 1.96989 threshold=0.31343500000000007 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013847293357989164 0.00037220560540018259 -6.1149945403255471e-05 leaf_weight=10.787433856175083 2.4238000403129254 82.996178914640041 leaf_count=220 93 2524 internal_value=0 -3.81649e-05 internal_weight=0 93.7836 internal_count=2837 2744 is_linear=0 shrinkage=0.000439788 Tree=9068 num_leaves=4 num_cat=0 split_feature=128 1 16 split_gain=1.92514 1.90906 0.458866 threshold=0.086435000000000012 0.077020000000000019 -0.0070549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.9447036406759534e-05 -0.00048309284485808715 7.7413168249229502e-05 -0.00013972328543312277 leaf_weight=35.323393918096372 1.5903057874202207 65.388855340501323 1.4547698783862859 leaf_count=1360 133 1283 55 internal_value=0 3.29178e-05 -0.000320942 internal_weight=0 100.712 3.04508 internal_count=2831 2643 188 is_linear=0 shrinkage=0.000439788 Tree=9069 num_leaves=4 num_cat=0 split_feature=128 2 16 split_gain=1.87077 1.89663 0.456661 threshold=0.086435000000000012 0.084175000000000014 -0.0070549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0062491659955734337 -0.024571185041697738 -0.00042351770165563408 -0.0070011808721163098 leaf_weight=31.056732981019195 1.5666673908935993 69.027175616621207 1.4418850383954112 leaf_count=734 133 1909 55 internal_value=0 0.00164786 -0.0162478 internal_weight=0 100.084 3.00855 internal_count=2831 2643 188 is_linear=0 shrinkage=0.0224292 Tree=9070 num_leaves=4 num_cat=0 split_feature=128 2 16 split_gain=1.80308 1.81234 0.452469 threshold=0.086435000000000012 0.084175000000000014 -0.0070549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0061084594511272234 -0.024418599124208292 -0.00041400945745256743 -0.0068576332772320465 leaf_weight=31.059895948803387 1.5415024223193543 69.029100986293088 1.4394773739477376 leaf_count=734 133 1909 55 internal_value=0 0.00161084 -0.0160362 internal_weight=0 100.089 2.98098 internal_count=2831 2643 188 is_linear=0 shrinkage=0.0224292 Tree=9071 num_leaves=4 num_cat=0 split_feature=128 2 16 split_gain=1.73769 1.73179 0.448144 threshold=0.086435000000000012 0.084175000000000014 -0.0070549999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0059708910543045599 -0.024265117836054017 -0.00040471498138199902 -0.0067166186370752759 leaf_weight=31.063215079366273 1.5168588533742879 69.03098677714388 1.4371622509352153 leaf_count=734 133 1909 55 internal_value=0 0.00157465 -0.0158255 internal_weight=0 100.094 2.95402 internal_count=2831 2643 188 is_linear=0 shrinkage=0.0224292 Tree=9072 num_leaves=4 num_cat=0 split_feature=52 43 151 split_gain=3.36772 2.76297 2.43729 threshold=0.0033500000000000005 -0.062804999999999986 -0.048789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.8397118404331903e-05 0.00043758234408129368 -0.00013365642447141872 6.2797947596356514e-05 leaf_weight=25.854193029239468 3.778052399711668 42.786988661240684 28.987047365305443 leaf_count=776 52 921 1056 internal_value=0 -6.50903e-05 0.000106243 internal_weight=0 68.6412 32.7651 internal_count=2805 1697 1108 is_linear=0 shrinkage=0.000439788 Tree=9073 num_leaves=4 num_cat=0 split_feature=52 43 15 split_gain=3.24935 2.55343 2.53942 threshold=0.0033500000000000005 -0.088099999999999984 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.7079308888954424e-05 0.00014565314015130406 -0.0001140529202988339 -0.000226751521270054 leaf_weight=15.833695989775149 28.888143320680683 53.122025122562263 4.0187039499051016 leaf_count=340 772 1357 336 internal_value=0 -6.78574e-05 0.000100069 internal_weight=0 68.9557 32.9068 internal_count=2805 1697 1108 is_linear=0 shrinkage=0.000439788 Tree=9074 num_leaves=4 num_cat=0 split_feature=52 52 15 split_gain=3.23293 2.87253 2.44448 threshold=0.0033500000000000005 -0.40011499999999994 0.088550000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0091832267403342167 0.0074039888834929899 -0.0051786657201181056 -0.011442821525388624 leaf_weight=7.9150223779652142 28.426978749302179 59.954690826397382 3.9245777399146382 leaf_count=280 772 1417 336 internal_value=0 -0.00350166 0.00511228 internal_weight=0 67.8697 32.3516 internal_count=2805 1697 1108 is_linear=0 shrinkage=0.0224292 Tree=9075 num_leaves=4 num_cat=0 split_feature=52 43 151 split_gain=3.0916 2.75133 2.45044 threshold=0.0033500000000000005 -0.062804999999999986 -0.048789999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0023880812125429141 0.022189415356609021 -0.0069298496885744545 0.0027835323297204168 leaf_weight=25.553360447233899 3.6783362021787971 42.327984440711589 28.62481133012534 leaf_count=776 52 921 1056 internal_value=0 -0.00342251 0.00500507 internal_weight=0 67.8813 32.3031 internal_count=2805 1697 1108 is_linear=0 shrinkage=0.0224292 Tree=9076 num_leaves=3 num_cat=0 split_feature=1456 133 split_gain=2.09598 1.90602 threshold=1.0000000180025095e-35 0.10595000000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022465138670282794 -0.018091957622543668 -0.014314257915253164 leaf_weight=97.526021573380604 2.7598075994892488 3.6072551491633922 leaf_count=2238 238 367 internal_value=0 0.00165323 internal_weight=0 101.133 internal_count=2843 2605 is_linear=0 shrinkage=0.0224292 Tree=9077 num_leaves=3 num_cat=0 split_feature=1456 402 split_gain=2.05733 1.93275 threshold=1.0000000180025095e-35 0.08567000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.3596911953449518e-05 -0.00034940699275780031 -0.00026861896517690295 leaf_weight=97.780263832375567 2.8016007975893435 3.972522359949834 leaf_count=2321 238 284 internal_value=0 3.13596e-05 internal_weight=0 101.753 internal_count=2843 2605 is_linear=0 shrinkage=0.000439788 Tree=9078 num_leaves=3 num_cat=0 split_feature=1456 402 split_gain=2.01853 1.89956 threshold=1.0000000180025095e-35 0.08567000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022332963863807027 -0.017841851684951077 -0.013671055584819871 leaf_weight=97.201748083702114 2.7362649418255378 3.9117406280911373 leaf_count=2321 238 284 internal_value=0 0.00161555 internal_weight=0 101.113 internal_count=2843 2605 is_linear=0 shrinkage=0.0224292 Tree=9079 num_leaves=4 num_cat=0 split_feature=484 150 133 split_gain=1.91548 2.36898 1.88651 threshold=-0.0048899999999999994 0.094545000000000018 0.10595000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00040548903833409678 4.7437198422040124e-05 0.00024837859127076634 -0.00027386936404538779 leaf_weight=4.0031138995382198 96.147842890534776 1.4463059554691424 3.6503515708354817 leaf_count=425 2051 15 352 internal_value=0 -0.000231688 3.56345e-05 internal_weight=0 5.44942 99.7982 internal_count=2843 440 2403 is_linear=0 shrinkage=0.000439788 Tree=9080 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=2.27118 3.06389 1.88822 threshold=-0.24921999999999997 0.13419 -0.11481999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040342214276167619 -0.0024228776463468141 0.022429993808941798 0.019195501154886104 leaf_weight=4.8534321195038501 89.367557026442228 2.5481176383036646 5.0212731541887461 leaf_count=81 2689 36 58 internal_value=0 -0.00172938 0.00958041 internal_weight=0 91.9157 9.87471 internal_count=2864 2725 139 is_linear=0 shrinkage=0.0224292 Tree=9081 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=2.18001 2.96263 1.83222 threshold=-0.24921999999999997 0.13419 -0.11481999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00039433829532309784 -0.0023688315873754218 0.022229414007952013 0.018958752776424895 leaf_weight=4.85429645779368 89.35689684427507 2.5140008977614334 4.9707596773187088 leaf_count=81 2689 36 58 internal_value=0 -0.00169123 0.00941469 internal_weight=0 91.8709 9.82506 internal_count=2864 2725 139 is_linear=0 shrinkage=0.0224292 Tree=9082 num_leaves=4 num_cat=0 split_feature=13 39 0 split_gain=2.09238 2.86454 1.77759 threshold=-0.24921999999999997 0.13419 -0.11481999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00038546075329107103 -0.0023159814705196475 0.022028248939130413 0.018723170693179567 leaf_weight=4.8551415404872387 89.346617414224056 2.4806101378344456 4.9212141503285221 leaf_count=81 2689 36 58 internal_value=0 -0.00165391 0.00925117 internal_weight=0 91.8272 9.77636 internal_count=2864 2725 139 is_linear=0 shrinkage=0.0224292 Tree=9083 num_leaves=4 num_cat=0 split_feature=13 39 15 split_gain=2.0623 2.7491 1.56214 threshold=-0.24921999999999997 0.13419 -0.0039399999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.5665629117820971e-06 -4.3576202697286118e-05 0.00042544655970681779 0.0003520460561381762 leaf_weight=4.8146684841212846 90.492837995488117 2.4643891023006281 5.0101041165762563 leaf_count=106 2689 36 33 internal_value=0 -3.10571e-05 0.000180628 internal_weight=0 92.9572 9.82477 internal_count=2864 2725 139 is_linear=0 shrinkage=0.000439788 Tree=9084 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=2.13068 1.94085 threshold=-0.39975999999999995 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026484889356357739 -0.02323367095515497 8.56459720185085e-05 leaf_weight=1.5735432049168583 1.8096271878730465 98.884972111632123 leaf_count=165 228 2464 internal_value=0 -0.00033776 internal_weight=0 100.695 internal_count=2857 2692 is_linear=0 shrinkage=0.0224292 Tree=9085 num_leaves=3 num_cat=0 split_feature=133 456 split_gain=2.0627 1.6745 threshold=-0.39975999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005122572873335529 -0.00036423875296646497 3.0128332002914457e-06 leaf_weight=1.5610116689349514 2.4417989787361867 99.136830378846753 leaf_count=165 61 2631 internal_value=0 -5.88213e-06 internal_weight=0 101.579 internal_count=2857 2692 is_linear=0 shrinkage=0.000439788 Tree=9086 num_leaves=3 num_cat=0 split_feature=133 456 split_gain=2.08382 1.66248 threshold=-0.39975999999999995 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051462213443180863 -0.00036401317118169246 4.0973713027253256e-06 leaf_weight=1.5553377642991097 2.4122450847789869 98.780679843675898 leaf_count=165 61 2631 internal_value=0 -4.74468e-06 internal_weight=0 101.193 internal_count=2857 2692 is_linear=0 shrinkage=0.000439788 Tree=9087 num_leaves=3 num_cat=0 split_feature=133 160 split_gain=2.07146 1.89029 threshold=-0.39975999999999995 -0.40187499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026326047476524575 -0.02312371259713121 8.6288512666792412e-05 leaf_weight=1.5466693540256518 1.7782294773924139 98.911064107795028 leaf_count=165 228 2464 internal_value=0 -0.000327919 internal_weight=0 100.689 internal_count=2857 2692 is_linear=0 shrinkage=0.0224292 Tree=9088 num_leaves=4 num_cat=0 split_feature=16 0 1 split_gain=2.13091 4.53841 2.64147 threshold=-0.17549499999999998 -0.1171 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8965529459421713e-05 -9.2460177153680051e-05 0.00028530655312730571 6.9186669499895611e-05 leaf_weight=10.993993801799663 34.87699464619709 16.563867526923786 44.448710466394004 leaf_count=188 1484 231 970 internal_value=0 0.000140029 -1.88946e-06 internal_weight=0 27.5579 79.3257 internal_count=2873 419 2454 is_linear=0 shrinkage=0.000439788 Tree=9089 num_leaves=4 num_cat=0 split_feature=16 0 3 split_gain=2.11448 4.60644 2.64412 threshold=-0.17549499999999998 -0.1171 0.31270000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2812093869050695e-05 -1.7536723480346754e-05 0.00028403431150038962 0.00044999205049297056 leaf_weight=10.998420947769775 77.385546338466156 16.586038057928818 2.3934892424458658 leaf_count=188 2387 231 67 internal_value=0 0.00013781 -3.40586e-06 internal_weight=0 27.5845 79.779 internal_count=2873 419 2454 is_linear=0 shrinkage=0.000439788 Tree=9090 num_leaves=4 num_cat=0 split_feature=16 0 1 split_gain=2.05667 4.63614 2.68097 threshold=-0.17549499999999998 -0.1171 0.086115000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.2154526691772633e-05 -9.097902162743156e-05 0.00028483048796588598 7.0991546612011566e-05 leaf_weight=11.055839760207165 35.254195633013296 16.692527635848819 44.938414822451705 leaf_count=188 1484 231 970 internal_value=0 0.000138656 -2.18495e-07 internal_weight=0 27.7484 80.1926 internal_count=2873 419 2454 is_linear=0 shrinkage=0.000439788 Tree=9091 num_leaves=4 num_cat=0 split_feature=16 0 3 split_gain=2.09483 4.65808 2.60509 threshold=-0.17549499999999998 -0.1171 0.31270000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.1756561002512356e-05 -1.4094101990079555e-05 0.0002867598043463341 0.00044988654344868073 leaf_weight=11.001847722072855 77.574572648648427 16.664920112269101 2.3942090208747677 leaf_count=188 2387 231 67 internal_value=0 0.000140262 -9.8783e-08 internal_weight=0 27.6668 79.9688 internal_count=2873 419 2454 is_linear=0 shrinkage=0.000439788 Tree=9092 num_leaves=3 num_cat=0 split_feature=1375 124 split_gain=2.60969 1.98723 threshold=-0.43271999999999994 0.10068000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043020388672549624 1.355147675317657e-05 0.0003816325477634092 leaf_weight=2.487210393201166 99.989161793815583 2.9007522168394635 leaf_count=16 2790 39 internal_value=0 2.39976e-05 internal_weight=0 102.89 internal_count=2845 2829 is_linear=0 shrinkage=0.000439788 Tree=9093 num_leaves=3 num_cat=0 split_feature=1375 124 split_gain=2.59063 2.0413 threshold=-0.43271999999999994 0.10068000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0219527363257104 0.00064359803903612947 0.019690455494606192 leaf_weight=2.4742298273558836 99.106471265547043 2.8948642153409301 leaf_count=16 2790 39 internal_value=0 0.00118774 internal_weight=0 102.001 internal_count=2845 2829 is_linear=0 shrinkage=0.0224292 Tree=9094 num_leaves=3 num_cat=0 split_feature=1375 376 split_gain=2.38122 2.11893 threshold=-0.43271999999999994 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041221223087518525 5.885790107378159e-06 0.00026913011528074558 leaf_weight=2.4833845297316648 96.841016090200355 6.2796963529835912 leaf_count=16 2683 146 internal_value=0 2.19633e-05 internal_weight=0 103.121 internal_count=2845 2829 is_linear=0 shrinkage=0.000439788 Tree=9095 num_leaves=3 num_cat=0 split_feature=1375 484 split_gain=2.41854 1.9898 threshold=-0.43271999999999994 0.087235000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041380631593128126 3.8659109283412042e-05 -0.00021884617497045221 leaf_weight=2.4892820056847986 96.981967406389231 6.1544126227918232 leaf_count=16 2560 269 internal_value=0 2.32554e-05 internal_weight=0 103.136 internal_count=2845 2829 is_linear=0 shrinkage=0.000439788 Tree=9096 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=2.54716 4.01611 3.97598 threshold=-0.022939999999999999 0.085570000000000021 -0.013949999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.8576610061285968e-05 -0.00064944464393796523 -0.00028695730277895632 -6.8682414288420888e-05 leaf_weight=53.675145673467341 2.4027368018951156 6.50053448662129 39.088394038037222 leaf_count=1429 81 227 1116 internal_value=0 3.9011e-05 -0.000102597 internal_weight=0 60.1757 41.4911 internal_count=2853 1656 1197 is_linear=0 shrinkage=0.000439788 Tree=9097 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=2.62207 4.01654 3.97948 threshold=-0.022939999999999999 0.085570000000000021 -0.013949999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.048249768606763e-05 -0.00064987193265284731 -0.00028517133618899789 -6.8914395677239669e-05 leaf_weight=53.598481787749733 2.4033651372728846 6.4976840138751859 39.063740694982698 leaf_count=1429 81 227 1116 internal_value=0 4.08695e-05 -0.000102869 internal_weight=0 60.0962 41.4671 internal_count=2853 1656 1197 is_linear=0 shrinkage=0.000439788 Tree=9098 num_leaves=4 num_cat=0 split_feature=16 43 16 split_gain=2.65617 4.06462 4.00049 threshold=-0.022939999999999999 0.085570000000000021 -0.013949999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.156491639139405e-05 -0.0006518993785512864 -0.00028656608286419427 -6.9104949010277786e-05 leaf_weight=53.44986175516533 2.4011007476019577 6.4881691279033467 38.952750914406352 leaf_count=1429 81 227 1116 internal_value=0 4.16369e-05 -0.000103229 internal_weight=0 59.938 41.3539 internal_count=2853 1656 1197 is_linear=0 shrinkage=0.000439788 Tree=9099 num_leaves=4 num_cat=0 split_feature=16 16 43 split_gain=2.43328 4.03448 3.95995 threshold=-0.022939999999999999 -0.013949999999999999 0.099260000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.0698133049242976e-05 -0.00065095347714037833 -6.615349897378845e-05 -0.00034822204832929556 leaf_weight=55.742006439190845 2.4037910221441043 39.306475794754078 4.7159769686113568 leaf_count=1448 81 1116 208 internal_value=0 -0.000100138 3.7921e-05 internal_weight=0 41.7103 60.458 internal_count=2853 1197 1656 is_linear=0 shrinkage=0.000439788 Tree=9100 num_leaves=3 num_cat=0 split_feature=48 484 split_gain=2.28602 2.59489 threshold=0.12879500000000002 -0.082264999999999991 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.02237840793186489 -0.015314475139218447 -0.00024491906087006102 leaf_weight=2.7234238513719893 5.828982202543556 93.92045667218099 leaf_count=259 96 2502 internal_value=0 -0.000872937 internal_weight=0 96.6439 internal_count=2857 2761 is_linear=0 shrinkage=0.0224292 Tree=9101 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=2.121 2.84579 threshold=0.12879500000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00038991212149761179 -0.00028712302227750793 -2.9822224659590349e-05 leaf_weight=3.2116297692991784 5.8985964335988674 94.780516619026457 leaf_count=18 96 2743 internal_value=0 -1.59924e-05 internal_weight=0 97.9921 internal_count=2857 2761 is_linear=0 shrinkage=0.000439788 Tree=9102 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=2.13343 2.73359 threshold=0.12879500000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003807057123070256 -0.00029060279774137583 -3.1722422741089258e-05 leaf_weight=3.1951237993780515 5.8755468032613853 94.353620180870166 leaf_count=18 96 2743 internal_value=0 -1.81418e-05 internal_weight=0 97.5487 internal_count=2857 2761 is_linear=0 shrinkage=0.000439788 Tree=9103 num_leaves=3 num_cat=0 split_feature=48 150 split_gain=2.13703 2.69612 threshold=0.12879500000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00037831538220018057 -0.00028996805651042339 -3.122454190080694e-05 leaf_weight=3.1959822478238484 5.8965639774396541 94.339962659104458 leaf_count=18 96 2743 internal_value=0 -1.77336e-05 internal_weight=0 97.5359 internal_count=2857 2761 is_linear=0 shrinkage=0.000439788 Tree=9104 num_leaves=4 num_cat=0 split_feature=403 15 457 split_gain=2.37713 2.43062 2.22452 threshold=0.03138500000000001 0.085205000000000017 0.079930000000000015 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0025174194174099208 -0.00056085387582873543 0.019313970628510129 0.0068621648559010527 leaf_weight=75.975699466367587 6.0983192408884843 6.2654732210612565 15.258711327373019 leaf_count=2282 193 145 217 internal_value=0 0.00952516 -0.000947601 internal_weight=0 12.3638 91.2344 internal_count=2837 338 2499 is_linear=0 shrinkage=0.0224292 Tree=9105 num_leaves=4 num_cat=0 split_feature=403 15 16 split_gain=2.20547 2.26978 2.13997 threshold=0.03138500000000001 0.085205000000000017 0.0020050000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6912108983668077e-05 -1.0059001680873532e-05 0.00036537117370707566 7.3741676704105279e-05 leaf_weight=59.939904396914244 6.1728540256635807 6.2657751247497799 32.115623962476093 leaf_count=1790 193 145 709 internal_value=0 0.000179328 -1.78368e-05 internal_weight=0 12.4386 92.0555 internal_count=2837 338 2499 is_linear=0 shrinkage=0.000439788 Tree=9106 num_leaves=4 num_cat=0 split_feature=403 15 16 split_gain=2.14387 2.24129 2.14496 threshold=0.03138500000000001 0.085205000000000017 0.0020050000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.39273542474588e-05 -9.0427503302740813e-06 0.00036386642598408776 7.6825278106407583e-05 leaf_weight=60.014553120199707 6.1651834045060223 6.2846700390982733 32.139680644713735 leaf_count=1790 193 145 709 internal_value=0 0.00017947 -1.48328e-05 internal_weight=0 12.4499 92.1542 internal_count=2837 338 2499 is_linear=0 shrinkage=0.000439788 Tree=9107 num_leaves=4 num_cat=0 split_feature=403 15 16 split_gain=2.24704 2.30393 2.02311 threshold=0.03138500000000001 0.085205000000000017 0.0020050000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.6335822970717365e-05 -1.1281668572536079e-05 0.00036700168603987361 7.0457379995222659e-05 leaf_weight=59.844497138672523 6.1412501858667365 6.2959615141298855 32.118871533977654 leaf_count=1790 193 145 709 internal_value=0 0.000180482 -1.85551e-05 internal_weight=0 12.4372 91.9634 internal_count=2837 338 2499 is_linear=0 shrinkage=0.000439788 Tree=9108 num_leaves=4 num_cat=0 split_feature=13 0 130 split_gain=1.91315 2.74867 2.56906 threshold=-0.094744999999999982 -0.14553499999999997 -0.076549999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010581045902423657 0.011604119365875585 0.0088922314938126735 -0.0030604503670171972 leaf_weight=4.4466810831509092 6.5302759140322442 19.899003574431845 72.981620097246378 leaf_count=84 139 300 2379 internal_value=0 0.00532998 -0.00185356 internal_weight=0 24.3457 79.5119 internal_count=2902 384 2518 is_linear=0 shrinkage=0.0224292 Tree=9109 num_leaves=4 num_cat=0 split_feature=13 0 130 split_gain=1.96867 2.63975 2.41165 threshold=-0.094744999999999982 -0.14553499999999997 -0.076549999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00019969455990041641 0.00021771375360878765 0.00017313495786790571 -6.028118500178373e-05 leaf_weight=4.479854465127576 6.5564952455752055 20.034855439644161 73.546282268005598 leaf_count=84 139 300 2379 internal_value=0 0.000104901 -3.74806e-05 internal_weight=0 24.5147 80.1028 internal_count=2902 384 2518 is_linear=0 shrinkage=0.000439788 Tree=9110 num_leaves=4 num_cat=0 split_feature=13 0 130 split_gain=1.83261 2.63031 2.4572 threshold=-0.094744999999999982 -0.14553499999999997 -0.076549999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010334195782768129 0.011366474564837092 0.0087166302013546512 -0.0029929082893957065 leaf_weight=4.448571274457211 6.5128472203796255 19.845490679795148 72.972848532396711 leaf_count=84 139 300 2379 internal_value=0 0.00522279 -0.00181389 internal_weight=0 24.2941 79.4857 internal_count=2902 384 2518 is_linear=0 shrinkage=0.0224292 Tree=9111 num_leaves=3 num_cat=0 split_feature=483 157 split_gain=1.78931 1.84779 threshold=-0.066609999999999989 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02155776817130043 -0.01454163549713078 0.00086076490904195865 leaf_weight=1.9107210996735364 4.0629130050820086 97.71648216743688 leaf_count=185 211 2506 internal_value=0 0.000243307 internal_weight=0 101.779 internal_count=2902 2717 is_linear=0 shrinkage=0.0224292 Tree=9112 num_leaves=4 num_cat=0 split_feature=16 43 376 split_gain=2.34732 2.51912 2.11064 threshold=0.5053700000000001 -1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00086299521523167263 -0.031528277708311632 0.0059078953724624704 0.015219445677274124 leaf_weight=99.866490490932847 2.2237236849123296 1.5063717748635088 5.4129791673403806 leaf_count=2535 97 94 133 internal_value=0 -0.0164568 0.00160376 internal_weight=0 3.7301 105.279 internal_count=2859 191 2668 is_linear=0 shrinkage=0.0224292 Tree=9113 num_leaves=4 num_cat=0 split_feature=16 43 376 split_gain=2.26637 2.46671 2.04384 threshold=0.5053700000000001 -1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00084367313271091569 -0.031406483624386396 0.0057768867010277621 0.015044459847943668 leaf_weight=99.862930716849405 2.1828133981725846 1.5064130679274956 5.3540103439299846 leaf_count=2535 97 94 133 internal_value=0 -0.0162719 0.00156888 internal_weight=0 3.68923 105.217 internal_count=2859 191 2668 is_linear=0 shrinkage=0.0224292 Tree=9114 num_leaves=4 num_cat=0 split_feature=16 43 376 split_gain=2.18804 2.41533 1.97876 threshold=0.5053700000000001 -1.0000000180025095e-35 0.048375000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00082478273893384904 -0.031284082281758357 0.0056486846889964018 0.014869261257568281 leaf_weight=99.859469310590612 2.1427306810601299 1.5064803696186562 5.2964727018697877 leaf_count=2535 97 94 133 internal_value=0 -0.0160873 0.00153474 internal_weight=0 3.64921 105.156 internal_count=2859 191 2668 is_linear=0 shrinkage=0.0224292 Tree=9115 num_leaves=4 num_cat=0 split_feature=16 376 52 split_gain=2.11225 1.91539 1.751 threshold=0.5053700000000001 0.048375000000000008 -0.24526499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00080631453638984924 -0.031185584134854866 0.014693900961736768 -2.0419328500083918e-05 leaf_weight=99.856103223399259 1.8304029273531344 5.2403347210056372 1.779635586306539 leaf_count=2535 123 133 68 internal_value=0 0.00150132 -0.0159031 internal_weight=0 105.096 3.61004 internal_count=2859 2668 191 is_linear=0 shrinkage=0.0224292 Tree=9116 num_leaves=3 num_cat=0 split_feature=3 1375 split_gain=2.37312 2.43597 threshold=0.28833000000000003 -0.42372499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.024784478091535091 0.01697427731907894 -0.0006565302306734414 leaf_weight=2.1342525858790387 3.7376796556036416 93.910653593664392 leaf_count=20 118 2672 internal_value=0 -0.00119751 internal_weight=0 96.0449 internal_count=2810 2692 is_linear=0 shrinkage=0.0224292 Tree=9117 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=2.39564 2.32957 threshold=0.28833000000000003 0.084175000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.3034245033102714e-05 0.00033360604510179764 -7.0280731516099795e-05 leaf_weight=33.437667757135387 3.812332380195584 63.697185215372883 leaf_count=834 118 1858 internal_value=0 -2.09414e-05 internal_weight=0 97.1349 internal_count=2810 2692 is_linear=0 shrinkage=0.000439788 Tree=9118 num_leaves=3 num_cat=0 split_feature=3 2 split_gain=2.29604 2.53476 threshold=0.28833000000000003 0.084175000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0038590227159607032 0.016813635172316956 -0.003807400599303918 leaf_weight=33.068897222518899 3.6910721141739478 63.000147635000758 leaf_count=834 118 1858 internal_value=0 -0.00116822 internal_weight=0 96.069 internal_count=2810 2692 is_linear=0 shrinkage=0.0224292 Tree=9119 num_leaves=4 num_cat=0 split_feature=1 52 151 split_gain=2.23664 3.43422 2.61814 threshold=0.08845500000000002 -0.32783999999999996 -0.085989999999999983 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028165104595402721 0.00027972861231079438 -0.00011948326861065297 1.0846592074674852e-05 leaf_weight=4.5630205096567797 8.2416667817433318 41.706537954143641 46.056338278300245 leaf_count=166 125 1521 998 internal_value=0 -7.98243e-05 5.1743e-05 internal_weight=0 46.2696 54.298 internal_count=2810 1687 1123 is_linear=0 shrinkage=0.000439788 Tree=9120 num_leaves=4 num_cat=0 split_feature=51 457 47 split_gain=2.20405 1.94135 0.674945 threshold=-0.24005499999999999 -0.23052999999999998 0.10843500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0001259607202565329 0.00039379074384987854 -9.5610264228193959e-06 0.00042397594451628034 leaf_weight=2.9293134871377324 2.3483445954043409 91.814630340568328 2.9781965891015716 leaf_count=107 31 2633 38 internal_value=0 5.76004e-07 0.000277083 internal_weight=0 94.163 5.90751 internal_count=2809 2664 145 is_linear=0 shrinkage=0.000439788 Tree=9121 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.94094 3.1196 threshold=-0.51961499999999983 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040313787779557719 0.00053619676905859324 1.727294402890141e-05 leaf_weight=3.1175131525233146 2.2758514136530712 94.858458294537741 leaf_count=45 33 2731 internal_value=0 2.95343e-05 internal_weight=0 97.1343 internal_count=2809 2764 is_linear=0 shrinkage=0.000439788 Tree=9122 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.95272 3.12065 threshold=-0.51961499999999983 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020622640549975285 0.027312814508578438 0.00090012251537495229 leaf_weight=3.1054027970312736 2.2864326516191786 94.108171323937313 leaf_count=45 33 2731 internal_value=0 0.0015319 internal_weight=0 96.3946 internal_count=2809 2764 is_linear=0 shrinkage=0.0224292 Tree=9123 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.82988 3.06136 threshold=-0.51961499999999983 -0.4706749999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003925245000646519 0.00053401362316378561 1.8842970602299423e-05 leaf_weight=3.1319152156283954 2.2656701066280212 94.925063334190781 leaf_count=45 33 2731 internal_value=0 3.09549e-05 internal_weight=0 97.1907 internal_count=2809 2764 is_linear=0 shrinkage=0.000439788 Tree=9124 num_leaves=3 num_cat=0 split_feature=13 15 split_gain=2.4542 2.68669 threshold=0.24450500000000003 0.088235000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00093186733456120043 -0.01711893538639192 0.0089238167723275051 leaf_weight=80.239144721532284 3.9953790960753386 16.814081633096066 leaf_count=2076 111 617 internal_value=0 0.000777009 internal_weight=0 97.0532 internal_count=2804 2693 is_linear=0 shrinkage=0.0224292 Tree=9125 num_leaves=3 num_cat=0 split_feature=128 15 split_gain=2.37345 2.6067 threshold=0.086435000000000012 0.088235000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001033192427661422 -0.020601966247383856 0.0086208431709937326 leaf_weight=81.348197653933312 2.7011995312714125 16.993016258091302 leaf_count=2029 195 580 internal_value=0 0.00063634 internal_weight=0 98.3412 internal_count=2804 2609 is_linear=0 shrinkage=0.0224292 Tree=9126 num_leaves=3 num_cat=0 split_feature=128 15 split_gain=2.2972 2.49182 threshold=0.086435000000000012 0.088235000000000022 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0010099622432375563 -0.020400127703231651 0.0084299014777780932 leaf_weight=81.353133458272168 2.6673137434490846 16.988627031628312 leaf_count=2029 195 580 internal_value=0 0.000622102 internal_weight=0 98.3418 internal_count=2804 2609 is_linear=0 shrinkage=0.0224292 Tree=9127 num_leaves=4 num_cat=0 split_feature=13 15 39 split_gain=2.32891 2.26587 1.37411 threshold=0.20499000000000003 0.088235000000000022 0.0095750000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00073623925354611116 -0.027577786868614788 0.0084113547470875683 -0.0036400859229318459 leaf_weight=79.739347461783836 2.3001365621921641 16.409230764033964 2.5282083451456856 leaf_count=2058 90 609 47 internal_value=0 0.000826298 -0.0151073 internal_weight=0 96.1486 4.82834 internal_count=2804 2667 137 is_linear=0 shrinkage=0.0224292 Tree=9128 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=2.07172 2.92705 2.20183 threshold=0.10100500000000003 0.083995000000000014 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.9652934260128979e-05 0.00015571455403915385 0.00012178452597426926 -0.00013529555374340143 leaf_weight=52.116042294571344 28.833563385014713 19.031564663619974 6.0746896504133465 leaf_count=1226 663 908 76 internal_value=0 -2.57514e-05 0.000105027 internal_weight=0 71.1476 34.9083 internal_count=2873 2134 739 is_linear=0 shrinkage=0.000439788 Tree=9129 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=1.98535 2.8783 2.25694 threshold=0.10100500000000003 0.083995000000000014 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8278009250655863e-05 0.00015445953291283047 0.00012144344374110419 -0.00014023405500238688 leaf_weight=52.109071786338063 28.854968201461816 19.040669326579518 6.0703229880891731 leaf_count=1226 663 908 76 internal_value=0 -2.48115e-05 0.000103191 internal_weight=0 71.1497 34.9253 internal_count=2873 2134 739 is_linear=0 shrinkage=0.000439788 Tree=9130 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=1.9344 2.96624 2.30911 threshold=0.10100500000000003 0.083995000000000014 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0040730550374197261 0.0078391672067726417 0.0062958352446453201 -0.007441794527085036 leaf_weight=51.755229159205101 28.548352168161728 18.944272998398446 6.0078328888921524 leaf_count=1226 663 908 76 internal_value=0 -0.00129371 0.00517982 internal_weight=0 70.6995 34.5562 internal_count=2873 2134 739 is_linear=0 shrinkage=0.0224292 Tree=9131 num_leaves=4 num_cat=0 split_feature=1 15 15 split_gain=2.01464 2.72431 2.13064 threshold=0.10100500000000003 0.083995000000000014 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.8687405135674222e-05 0.00015259973697808962 0.00011568704633695067 -0.00013420588262174677 leaf_weight=51.983361266463362 28.710147664731267 19.039083821001441 6.0524311368062618 leaf_count=1226 663 908 76 internal_value=0 -2.65641e-05 0.000102618 internal_weight=0 71.0224 34.7626 internal_count=2873 2134 739 is_linear=0 shrinkage=0.000439788 Tree=9132 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=3.16239 2.7097 threshold=0.084755000000000011 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004422343180240471 -0.00030913713097441715 3.8970379413913835e-05 leaf_weight=2.2985343245873073 5.6815576178387337 96.721608369926798 leaf_count=63 102 2705 internal_value=0 2.77172e-05 internal_weight=0 99.0201 internal_count=2870 2768 is_linear=0 shrinkage=0.000439788 Tree=9133 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=3.19726 2.64505 threshold=0.084755000000000011 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00043957627400741415 -0.00031085204566876675 3.8966284374575496e-05 leaf_weight=2.2679269289101276 5.6813470216156921 96.445197859834479 leaf_count=63 102 2705 internal_value=0 2.78889e-05 internal_weight=0 98.7131 internal_count=2870 2768 is_linear=0 shrinkage=0.000439788 Tree=9134 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=3.21628 2.6515 threshold=0.084755000000000011 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022548634235242709 -0.015994101081067219 0.0019733600649319738 leaf_weight=2.2517953493634186 5.6332665808940865 95.78099152488403 leaf_count=63 102 2705 internal_value=0 0.00140581 internal_weight=0 98.0328 internal_count=2870 2768 is_linear=0 shrinkage=0.0224292 Tree=9135 num_leaves=3 num_cat=0 split_feature=9 151 split_gain=3.084 2.56036 threshold=0.084755000000000011 -0.29526499999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.022301106029741936 -0.015692006047707704 0.0019294404125593375 leaf_weight=2.226224785752037 5.6135273872851021 95.764669380076157 leaf_count=63 102 2705 internal_value=0 0.00137472 internal_weight=0 97.9909 internal_count=2870 2768 is_linear=0 shrinkage=0.0224292 Tree=9136 num_leaves=4 num_cat=0 split_feature=12 160 49 split_gain=2.90893 3.13717 2.46479 threshold=0.084055000000000005 0.032485000000000007 -0.073954999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00016269672507183074 -0.00015124634721519375 0.00013092014139268678 9.5180400162351016e-05 leaf_weight=8.3768897222180367 35.838082547969861 9.6621365715627672 49.069102326112443 leaf_count=136 1646 237 806 internal_value=0 -9.12975e-05 5.75347e-05 internal_weight=0 45.5002 57.446 internal_count=2825 1883 942 is_linear=0 shrinkage=0.000439788 Tree=9137 num_leaves=4 num_cat=0 split_feature=12 160 49 split_gain=2.78329 3.12287 2.54806 threshold=0.084055000000000005 0.032485000000000007 -0.073954999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0087010807025972078 -0.0077503019668425941 0.0066482631908603047 0.0047547544666806515 leaf_weight=8.2696263747639005 35.392895482075801 9.6250014592565076 48.557095932252196 leaf_count=136 1646 237 806 internal_value=0 -0.00467032 0.00279435 internal_weight=0 45.0179 56.8267 internal_count=2825 1883 942 is_linear=0 shrinkage=0.0224292 Tree=9138 num_leaves=4 num_cat=0 split_feature=12 160 49 split_gain=2.66301 2.98922 2.43546 threshold=0.084055000000000005 0.032485000000000007 -0.073954999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0085012731436506853 -0.007589615843601666 0.0065032891951068263 0.0046511721906345336 leaf_weight=8.2745416030520555 35.3326816396102 9.6193625473265438 48.525900865397489 leaf_count=136 1646 237 806 internal_value=0 -0.00457237 0.00273295 internal_weight=0 44.952 56.8004 internal_count=2825 1883 942 is_linear=0 shrinkage=0.0224292 Tree=9139 num_leaves=4 num_cat=0 split_feature=12 160 49 split_gain=2.5754 2.81698 2.24826 threshold=0.084055000000000005 0.032485000000000007 -0.073954999999999979 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00015696693191398825 -0.00014372618053991152 0.00012389250431429989 8.9679887988411013e-05 leaf_weight=8.352921644021988 35.638741209466389 9.6547824898943855 48.912820335038305 leaf_count=136 1646 237 806 internal_value=0 -8.66523e-05 5.3663e-05 internal_weight=0 45.2935 57.2657 internal_count=2825 1883 942 is_linear=0 shrinkage=0.000439788 Tree=9140 num_leaves=3 num_cat=0 split_feature=49 42 split_gain=2.77628 2.76671 threshold=-0.15378499999999998 -0.14899999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013220615077380106 -0.029972260900772357 -9.6910953038717255e-06 leaf_weight=8.0192983546876331 1.557224688421228 94.170737595726223 leaf_count=86 85 2662 internal_value=0 -0.000502977 internal_weight=0 95.728 internal_count=2833 2747 is_linear=0 shrinkage=0.0224292 Tree=9141 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.15612 3.3593 threshold=-0.11033999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038890954483026207 0.00060692930590698125 1.0619707803047833e-05 leaf_weight=2.518623138824295 1.8419879910070438 100.50985057992511 leaf_count=167 7 2659 internal_value=0 2.14625e-05 internal_weight=0 102.352 internal_count=2833 2666 is_linear=0 shrinkage=0.000439788 Tree=9142 num_leaves=3 num_cat=0 split_feature=49 42 split_gain=2.66945 2.68853 threshold=-0.15378499999999998 -0.14899999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012993603792814305 -0.029778869748687656 -9.5904136476547164e-06 leaf_weight=7.9824252203688948 1.5322251208731348 94.18976697218659 leaf_count=86 85 2662 internal_value=0 -0.000491951 internal_weight=0 95.722 internal_count=2833 2747 is_linear=0 shrinkage=0.0224292 Tree=9143 num_leaves=3 num_cat=0 split_feature=49 42 split_gain=2.56416 2.61307 threshold=-0.15378499999999998 -0.14899999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.012765517170884104 -0.029585737557380993 -9.3753984715432295e-06 leaf_weight=7.9435972532373844 1.5080351185356438 94.189777075150687 leaf_count=86 85 2662 internal_value=0 -0.000481257 internal_weight=0 95.6978 internal_count=2833 2747 is_linear=0 shrinkage=0.0224292 Tree=9144 num_leaves=3 num_cat=0 split_feature=453 38 split_gain=3.75531 2.4554 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0022778097040930512 -0.022996417163065958 -0.016439240120630191 leaf_weight=97.388871479980025 3.2030581817816701 3.6394334370270363 leaf_count=2668 67 69 internal_value=0 0.00160057 internal_weight=0 101.028 internal_count=2804 2737 is_linear=0 shrinkage=0.0224292 Tree=9145 num_leaves=3 num_cat=0 split_feature=453 160 split_gain=3.617 2.41139 threshold=1.0000000180025095e-35 -0.083654999999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0080495890800968105 -0.02267110238593753 0.0028134339018126165 leaf_weight=11.596642006990804 3.1767210018879259 89.409324547327742 leaf_count=517 67 2220 internal_value=0 0.00156495 internal_weight=0 101.006 internal_count=2804 2737 is_linear=0 shrinkage=0.0224292 Tree=9146 num_leaves=4 num_cat=0 split_feature=457 2 150 split_gain=2.80936 4.2993 3.09726 threshold=-0.0034949999999999994 0.11284000000000001 0.083435000000000023 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023016854523499743 -9.9353651061512071e-05 0.01233354425004154 0.010106381138581986 leaf_weight=5.4997125000281795 77.60493913477967 2.5070752463288954 18.512558157478452 leaf_count=201 2278 29 296 internal_value=0 -0.011945 0.00186792 internal_weight=0 8.00679 96.1175 internal_count=2804 230 2574 is_linear=0 shrinkage=0.0224292 Tree=9147 num_leaves=3 num_cat=0 split_feature=453 38 split_gain=3.54057 2.34011 threshold=1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.2000701551879731e-05 -0.00044036531778122301 -0.00031626165955474526 leaf_weight=98.069458024525375 3.185537273035151 3.6388544844212438 leaf_count=2668 67 69 internal_value=0 2.91261e-05 internal_weight=0 101.708 internal_count=2804 2737 is_linear=0 shrinkage=0.000439788 Tree=9148 num_leaves=4 num_cat=0 split_feature=43 160 48 split_gain=3.48664 4.78457 2.87508 threshold=-0.075414999999999982 -0.025614999999999995 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0005925910651760275 0.0069406037057373506 -0.0075496437767142988 0.014057275672652955 leaf_weight=27.674354383703303 15.069193907375846 47.725273086158722 11.191090007763703 leaf_count=914 358 1329 211 internal_value=0 -0.00407127 0.00447467 internal_weight=0 62.7945 38.8654 internal_count=2812 1687 1125 is_linear=0 shrinkage=0.0224292 Tree=9149 num_leaves=4 num_cat=0 split_feature=43 160 48 split_gain=3.33421 4.57297 2.76433 threshold=-0.075414999999999982 -0.025614999999999995 0.086665000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00057928098059241288 0.0067898555463788111 -0.0073799622202657148 0.013802121200141624 leaf_weight=27.675679145442245 15.058808569760911 47.727940367281917 11.143228834836917 leaf_count=914 358 1329 211 internal_value=0 -0.00398043 0.00437991 internal_weight=0 62.7867 38.8189 internal_count=2812 1687 1125 is_linear=0 shrinkage=0.0224292 Tree=9150 num_leaves=4 num_cat=0 split_feature=43 160 39 split_gain=3.07204 4.16409 2.8326 threshold=-0.075414999999999982 -0.025614999999999995 0.08511500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=3.5654341682731751e-05 0.00012809736560753375 -0.00013580342408279862 0.00037370590606049519 leaf_weight=33.617238464467846 15.185833745361377 48.307017178207843 5.5734605900197485 leaf_count=939 358 1329 186 internal_value=0 -7.26657e-05 8.38885e-05 internal_weight=0 63.4929 39.1907 internal_count=2812 1687 1125 is_linear=0 shrinkage=0.000439788 Tree=9151 num_leaves=4 num_cat=0 split_feature=43 1 4 split_gain=2.9887 3.69023 2.99732 threshold=-0.083134999999999987 0.094655000000000017 -0.083954999999999988 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029261404384382106 -0.00014809391310645689 4.9957918684544639e-05 -1.1723169464660475e-06 leaf_weight=10.500440081166746 41.527542573001483 32.362856837864456 18.579695390311826 leaf_count=191 1391 656 574 internal_value=0 -6.13598e-05 0.000105032 internal_weight=0 73.8904 29.0801 internal_count=2812 2047 765 is_linear=0 shrinkage=0.000439788 Tree=9152 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=2.24198 5.44153 3.32557 threshold=-0.078914999999999985 -0.10315499999999998 -0.07107999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010876620837708662 -0.011202738865762051 -0.01607568500918876 0.0022368879103870335 leaf_weight=19.638801396872168 11.207833178777944 17.616570143921308 52.91123770845843 leaf_count=386 164 1210 1098 internal_value=0 -0.00703227 -0.000114956 internal_weight=0 37.2554 64.1191 internal_count=2858 1596 1262 is_linear=0 shrinkage=0.0224292 Tree=9153 num_leaves=4 num_cat=0 split_feature=3 3 49 split_gain=2.15624 5.2643 3.17558 threshold=-0.078914999999999985 -0.10315499999999998 -0.07107999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010635159010869851 -0.010940674685193521 -0.01585891421509664 0.0021870731910839294 leaf_weight=19.634679031251835 11.219219536025774 17.458896675414508 52.903132222345448 leaf_count=386 164 1210 1098 internal_value=0 -0.00690545 -0.000112406 internal_weight=0 37.0936 64.1224 internal_count=2858 1596 1262 is_linear=0 shrinkage=0.0224292 Tree=9154 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=2.1738 5.25286 3.18756 threshold=-0.078914999999999985 -0.10315499999999998 0.09585500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1017544207214366e-05 4.0962655184812598e-05 -0.00030904965887280174 -0.0002277206359523987 leaf_weight=19.812927123493864 54.509236353687811 17.595389019239519 10.106956529416491 leaf_count=386 1087 1210 175 internal_value=0 -0.000134311 -1.11835e-06 internal_weight=0 37.4083 64.6162 internal_count=2858 1596 1262 is_linear=0 shrinkage=0.000439788 Tree=9155 num_leaves=4 num_cat=0 split_feature=3 3 47 split_gain=2.06275 5.24333 3.17681 threshold=-0.078914999999999985 -0.10315499999999998 0.09585500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4809218793510598e-05 4.2135850013798052e-05 -0.00030537755100266815 -0.00022602347999706881 leaf_weight=19.884266093816223 54.583518714694947 17.455092568903638 10.110734219248114 leaf_count=386 1087 1210 175 internal_value=0 -0.000129621 1.72278e-07 internal_weight=0 37.3394 64.6943 internal_count=2858 1596 1262 is_linear=0 shrinkage=0.000439788 Tree=9156 num_leaves=4 num_cat=0 split_feature=52 160 0 split_gain=3.66341 2.51007 1.10475 threshold=0.18829500000000002 -0.23016499999999998 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0004277268887981841 -5.4864236600460065e-05 5.1501405650525022e-06 -0.00051199316162785604 leaf_weight=2.7824929406660877 1.4714353226736419 91.922418018183635 3.3701581621917276 leaf_count=84 35 2421 287 internal_value=0 1.76494e-05 -0.000373826 internal_weight=0 94.7049 4.84159 internal_count=2827 2505 322 is_linear=0 shrinkage=0.000439788 Tree=9157 num_leaves=4 num_cat=0 split_feature=52 160 0 split_gain=3.52537 2.58033 1.16494 threshold=0.18829500000000002 -0.23016499999999998 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043326943829034414 -4.1820104753815989e-05 6.7605975521547357e-06 -0.00051048394542630359 leaf_weight=2.8083956283326179 1.4870646246781687 92.399827684262164 3.3143494078622089 leaf_count=84 35 2421 287 internal_value=0 1.94258e-05 -0.000366073 internal_weight=0 95.2082 4.80141 internal_count=2827 2505 322 is_linear=0 shrinkage=0.000439788 Tree=9158 num_leaves=4 num_cat=0 split_feature=52 160 0 split_gain=3.5728 2.55487 1.0945 threshold=0.18829500000000002 -0.23016499999999998 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022004556484396316 -0.0027013120240189431 0.00024193106107703579 -0.026135016996669681 leaf_weight=2.7777585757585248 1.4445290546063914 91.381804774868669 3.2947301958129165 leaf_count=84 35 2421 287 internal_value=0 0.000888271 -0.0190319 internal_weight=0 94.1596 4.73926 internal_count=2827 2505 322 is_linear=0 shrinkage=0.0224292 Tree=9159 num_leaves=4 num_cat=0 split_feature=52 33 0 split_gain=3.45903 1.93999 1.08509 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018246877344104205 -0.0026409680765087438 0.00141055961395063 -0.026037587597127862 leaf_weight=2.578222462674602 1.4448283348174298 91.565771289236636 3.2336447254283476 leaf_count=35 35 2470 287 internal_value=0 0.000868632 -0.0188522 internal_weight=0 94.144 4.67847 internal_count=2827 2505 322 is_linear=0 shrinkage=0.0224292 Tree=9160 num_leaves=4 num_cat=0 split_feature=403 43 403 split_gain=1.85209 1.74033 1.43447 threshold=0.092300000000000007 -0.17307499999999998 0.09389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001768225551422697 0.00057249930821473484 -1.4313903278405537e-05 0.00011766798726705788 leaf_weight=10.277349811778548 1.8480047369375814 87.596769668566594 4.8124724768331362 leaf_count=160 4 2447 226 internal_value=0 5.7871e-06 0.00024514 internal_weight=0 97.8741 6.66048 internal_count=2837 2607 230 is_linear=0 shrinkage=0.000439788 Tree=9161 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=1.96489 3.1389 2.22399 threshold=-0.10924999999999999 -0.24219999999999997 0.5053700000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011685770572877279 6.1498991370526171e-05 -0.00028166200051863853 -0.00031293401981576547 leaf_weight=6.4215458332691915 86.103778846228124 9.395689024935562 3.1627089774374317 leaf_count=230 2191 237 179 internal_value=0 -0.000119923 4.81688e-05 internal_weight=0 15.8172 89.2665 internal_count=2837 467 2370 is_linear=0 shrinkage=0.000439788 Tree=9162 num_leaves=4 num_cat=0 split_feature=403 38 403 split_gain=1.96792 1.73547 1.40582 threshold=0.092300000000000007 0.10386000000000002 0.09389500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0007391052756841335 0.029300885944785297 -0.017948080080114434 0.0063622076873949707 leaf_weight=94.775772940019579 1.8589382013306011 2.5487409004754218 4.7829547023652594 leaf_count=2568 4 39 226 internal_value=0 0.0002463 0.0128479 internal_weight=0 97.3245 6.64189 internal_count=2837 2607 230 is_linear=0 shrinkage=0.0224292 Tree=9163 num_leaves=4 num_cat=0 split_feature=15 15 16 split_gain=1.89053 2.94779 2.17759 threshold=-0.10924999999999999 -0.24219999999999997 0.5053700000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0056709568986203288 0.0029789741342736331 -0.014179516428546181 -0.015990121071505003 leaf_weight=6.3003050619427077 85.198469671613566 9.2968237662498705 3.1384649772098774 leaf_count=230 2191 237 179 internal_value=0 -0.00616398 0.00230172 internal_weight=0 15.5971 88.3369 internal_count=2837 467 2370 is_linear=0 shrinkage=0.0224292 Tree=9164 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=1.81513 4.36971 2.67188 threshold=0.086610000000000006 0.086935000000000012 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00018273992441149151 0.00051408405446177184 3.3854571506527051e-05 5.9829639693273361e-05 leaf_weight=17.605585786212032 3.8660356514556034 64.680253704379538 17.492713990095581 leaf_count=572 41 1650 601 internal_value=0 6.10753e-05 -6.18784e-05 internal_weight=0 68.5463 35.0983 internal_count=2864 1691 1173 is_linear=0 shrinkage=0.000439788 Tree=9165 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=1.78539 4.38177 2.67925 threshold=0.086610000000000006 0.086935000000000012 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0093284213996996483 0.026200027765357979 0.0016928519793440978 0.0030916972208850212 leaf_weight=17.524564423235461 3.8733802778915551 64.350220673138665 17.392774872863811 leaf_count=572 41 1650 601 internal_value=0 0.00309118 -0.00314349 internal_weight=0 68.2236 34.9173 internal_count=2864 1691 1173 is_linear=0 shrinkage=0.0224292 Tree=9166 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=1.70754 4.20466 2.56675 threshold=0.086610000000000006 0.086935000000000012 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0091413345176852741 0.025698670869679169 0.0016552988824469726 0.0030217425175592142 leaf_weight=17.482983965714993 3.860889306961325 64.334653217093091 17.396684474007998 leaf_count=572 41 1650 601 internal_value=0 0.00302333 -0.00307651 internal_weight=0 68.1955 34.8797 internal_count=2864 1691 1173 is_linear=0 shrinkage=0.0224292 Tree=9167 num_leaves=4 num_cat=0 split_feature=2 2 0 split_gain=1.63306 4.03476 2.45881 threshold=0.086610000000000006 0.086935000000000012 -0.084184999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0089574196425169141 0.025207105397227137 0.001618568731771066 0.0029533766997753516 leaf_weight=17.442620425117639 3.8484099352608601 64.319484869258304 17.40056052600994 leaf_count=572 41 1650 601 internal_value=0 0.00295694 -0.00301085 internal_weight=0 68.1679 34.8432 internal_count=2864 1691 1173 is_linear=0 shrinkage=0.0224292 Tree=9168 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=2.50671 3.15097 threshold=1.0000000180025095e-35 0.09550500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004827265044026427 -0.019814833486342439 0.010317632710659844 leaf_weight=82.036425342969324 2.8914460687228702 16.267784091330213 leaf_count=2492 62 266 internal_value=0 0.00130622 internal_weight=0 98.3042 internal_count=2820 2758 is_linear=0 shrinkage=0.0224292 Tree=9169 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=2.38512 2.84302 threshold=1.0000000180025095e-35 0.09550500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.7326314790242992e-06 -0.00037692702626362094 0.00019144888505737782 leaf_weight=83.061021825323678 2.9309749648236894 16.418241148296147 leaf_count=2492 62 266 internal_value=0 2.43361e-05 internal_weight=0 99.4793 internal_count=2820 2758 is_linear=0 shrinkage=0.000439788 Tree=9170 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=2.40654 3.01042 threshold=1.0000000180025095e-35 0.09550500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0004712046628459078 -0.019472846574877224 0.010091142904664735 leaf_weight=82.05659827116915 2.8758321046771007 16.246250271583449 leaf_count=2492 62 266 internal_value=0 0.00127603 internal_weight=0 98.3028 internal_count=2820 2758 is_linear=0 shrinkage=0.0224292 Tree=9171 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=2.31222 2.88163 threshold=1.0000000180025095e-35 0.09550500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046063605602410842 -0.01914463298351872 0.009879548961553769 leaf_weight=82.057010375333448 2.8600346732418975 16.222686985942346 leaf_count=2492 62 266 internal_value=0 0.00124777 internal_weight=0 98.2797 internal_count=2820 2758 is_linear=0 shrinkage=0.0224292 Tree=9172 num_leaves=4 num_cat=0 split_feature=3 48 15 split_gain=2.70681 3.69401 2.79352 threshold=-0.075754999999999975 0.092825000000000005 0.10651500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011728075455856675 0.00011030105489815148 0.00025764542920472973 -0.00025211289222819793 leaf_weight=34.163670731546517 58.238197963354651 5.9520797619384203 4.4083276660567199 leaf_count=1586 937 115 166 internal_value=0 -6.15559e-05 8.47296e-05 internal_weight=0 40.1158 62.6465 internal_count=2804 1701 1103 is_linear=0 shrinkage=0.000439788 Tree=9173 num_leaves=4 num_cat=0 split_feature=1 150 15 split_gain=4.33958 3.87765 1.64616 threshold=0.10413000000000001 -0.099594999999999975 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.02343830417766497 0.010644975518417366 -0.0027480600529828955 -0.004188031713498931 leaf_weight=2.9492919187759972 25.79828573280793 68.332023290224242 4.3958001031714948 leaf_count=24 571 2134 75 internal_value=0 -0.0016586 0.00848423 internal_weight=0 71.2813 30.1941 internal_count=2804 2158 646 is_linear=0 shrinkage=0.0224292 Tree=9174 num_leaves=4 num_cat=0 split_feature=1 150 15 split_gain=4.23941 3.69589 2.0617 threshold=0.10413000000000001 -0.099594999999999975 0.10391500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00044893876568479938 0.00020410577023922429 -5.1689426927890507e-05 -0.00016608134913498476 leaf_weight=2.9559521775809108 27.221368936399816 69.082642289467003 3.243493986723478 leaf_count=24 593 2134 53 internal_value=0 -3.10337e-05 0.000164614 internal_weight=0 72.0386 30.4649 internal_count=2804 2158 646 is_linear=0 shrinkage=0.000439788 Tree=9175 num_leaves=4 num_cat=0 split_feature=1 150 15 split_gain=4.1576 3.71489 1.57867 threshold=0.10413000000000001 -0.099594999999999975 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.022990487029529515 0.010441152379441201 -0.00268485882991638 -0.0040830850718914539 leaf_weight=2.9385828085360108 25.709251311142001 68.332098413870881 4.3995296681387108 leaf_count=24 571 2134 75 internal_value=0 -0.00162036 0.00831761 internal_weight=0 71.2707 30.1088 internal_count=2804 2158 646 is_linear=0 shrinkage=0.0224292 Tree=9176 num_leaves=3 num_cat=0 split_feature=39 1213 split_gain=2.39085 2.38931 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030975223604872072 -0.00031685087802019971 5.1881279859502577e-05 leaf_weight=3.9257692697574376 3.5013576589180948 98.598741396255718 leaf_count=69 431 2399 internal_value=0 3.91793e-05 internal_weight=0 102.1 internal_count=2899 2830 is_linear=0 shrinkage=0.000439788 Tree=9177 num_leaves=3 num_cat=0 split_feature=39 148 split_gain=2.4465 2.04547 threshold=-1.0000000180025095e-35 -0.083929999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01601660491991095 -0.016397597429733263 0.0026292471529357386 leaf_weight=3.8844269810579126 2.9082103786131475 98.279576532538613 leaf_count=69 79 2751 internal_value=0 0.00207941 internal_weight=0 101.188 internal_count=2899 2830 is_linear=0 shrinkage=0.0224292 Tree=9178 num_leaves=3 num_cat=0 split_feature=39 148 split_gain=2.34232 1.96087 threshold=-1.0000000180025095e-35 -0.083929999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015690113093852733 -0.016091762682134716 0.0025706356775419023 leaf_weight=3.8768046309851334 2.8975001079597851 98.266383890083944 leaf_count=69 79 2751 internal_value=0 0.00203318 internal_weight=0 101.164 internal_count=2899 2830 is_linear=0 shrinkage=0.0224292 Tree=9179 num_leaves=4 num_cat=0 split_feature=1213 131 13 split_gain=2.30079 2.27975 0.558268 threshold=-1.0000000180025095e-35 0.10033500000000002 -0.053084999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00046489606379217414 2.5371772154219048e-05 0.00037680832818651135 -0.00010834754098663286 leaf_weight=2.1042376675686687 98.536150119951799 3.6854347479202252 1.4399391789793288 leaf_count=236 2314 153 196 internal_value=0 3.81102e-05 -0.000321393 internal_weight=0 102.222 3.54418 internal_count=2899 2467 432 is_linear=0 shrinkage=0.000439788 Tree=9180 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=2.04581 2.06147 threshold=0.087785000000000016 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020725860804409551 -0.018234674417891401 -0.014990281687946572 leaf_weight=95.665163363405554 2.7134768893629362 3.6808417936836113 leaf_count=2628 77 146 internal_value=0 0.00143764 internal_weight=0 99.346 internal_count=2851 2774 is_linear=0 shrinkage=0.0224292 Tree=9181 num_leaves=3 num_cat=0 split_feature=124 12 split_gain=2.05455 2.26223 threshold=0.10385500000000002 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0010162658942137091 0.021375430855921432 -0.01802042537234225 leaf_weight=96.416966948515437 2.386035567324142 3.2269944289009791 leaf_count=2678 32 141 internal_value=0 0.000396424 internal_weight=0 99.644 internal_count=2851 2819 is_linear=0 shrinkage=0.0224292 Tree=9182 num_leaves=3 num_cat=0 split_feature=124 12 split_gain=1.98563 2.17079 threshold=0.10385500000000002 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00099349460422458262 0.021112939973129189 -0.017691222624153048 leaf_weight=96.415205292119026 2.3620286571094757 3.2138236790942747 leaf_count=2678 32 141 internal_value=0 0.000387491 internal_weight=0 99.629 internal_count=2851 2819 is_linear=0 shrinkage=0.0224292 Tree=9183 num_leaves=3 num_cat=0 split_feature=1374 150 split_gain=1.92902 1.96709 threshold=0.087785000000000016 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003712160976884094 -0.00034572309181056353 1.7395486251280006e-05 leaf_weight=3.11859401827678 2.7180358425794102 96.842034950562265 leaf_count=18 77 2756 internal_value=0 2.85028e-05 internal_weight=0 99.9606 internal_count=2851 2774 is_linear=0 shrinkage=0.000439788 Tree=9184 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=2.54978 2.41107 threshold=-0.13381999999999997 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036368570830097986 -0.00048384039012276485 -1.3628291086120293e-05 leaf_weight=3.3774331931863335 2.1367185889394014 97.554021837234814 leaf_count=85 29 2740 internal_value=0 -2.37973e-05 internal_weight=0 99.6907 internal_count=2854 2769 is_linear=0 shrinkage=0.000439788 Tree=9185 num_leaves=3 num_cat=0 split_feature=2 1456 split_gain=2.55547 2.49041 threshold=-0.13381999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036277071434017289 -0.00045220688412629136 -1.5319223727505601e-05 leaf_weight=3.3502072894671064 2.5716507850356711 97.441740633085828 leaf_count=85 278 2491 internal_value=0 -2.66371e-05 internal_weight=0 100.013 internal_count=2854 2769 is_linear=0 shrinkage=0.000439788 Tree=9186 num_leaves=3 num_cat=0 split_feature=2 1456 split_gain=2.5267 2.45048 threshold=-0.13381999999999997 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018529880198694944 -0.023005578001998598 -0.00069548906583265832 leaf_weight=3.3336424895160226 2.5228923954364282 96.533035271477729 leaf_count=85 278 2491 internal_value=0 -0.00126804 internal_weight=0 99.0559 internal_count=2854 2769 is_linear=0 shrinkage=0.0224292 Tree=9187 num_leaves=3 num_cat=0 split_feature=2 2 split_gain=2.44492 2.42097 threshold=-0.13381999999999997 -0.080359999999999987 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018358686540913858 -0.02474978490294738 -0.00071706574171049729 leaf_weight=3.2899345130745123 2.1365536532830438 96.87899352236127 leaf_count=85 29 2740 internal_value=0 -0.00124031 internal_weight=0 99.0155 internal_count=2854 2769 is_linear=0 shrinkage=0.0224292 Tree=9188 num_leaves=4 num_cat=0 split_feature=42 16 42 split_gain=2.94257 6.48785 3.73256 threshold=0.084050000000000014 0.23247500000000001 0.083190000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015020127405757256 -0.013021522093648851 0.011332629480222296 0.025612469986520312 leaf_weight=70.338054083134466 19.208922910763253 7.6922174612518566 3.3667473445166243 leaf_count=1494 1071 187 60 internal_value=0 -0.0060545 0.0026097 internal_weight=0 26.9011 73.7048 internal_count=2812 1258 1554 is_linear=0 shrinkage=0.0224292 Tree=9189 num_leaves=4 num_cat=0 split_feature=403 42 12 split_gain=2.92558 2.33821 0.0651889 threshold=0.09389500000000002 0.084050000000000014 0.089810000000000015 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0030008205812470088 -0.017932188843823277 -0.0049188531446385008 -0.025478879554240559 leaf_weight=72.312061859408459 1.4539005219739913 25.300161819635832 1.4465683390640149 leaf_count=1432 104 1155 121 internal_value=0 0.000947556 -0.021838 internal_weight=0 97.6122 2.90047 internal_count=2812 2587 225 is_linear=0 shrinkage=0.0224292 Tree=9190 num_leaves=3 num_cat=0 split_feature=403 43 split_gain=2.83885 2.29051 threshold=0.09389500000000002 -0.51323999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.019970613985212889 -0.021684480105644485 0.00030662464085505302 leaf_weight=3.057961551778134 2.8565630846633203 94.5088502941976 leaf_count=36 225 2551 internal_value=0 0.000926724 internal_weight=0 97.5668 internal_count=2812 2587 is_linear=0 shrinkage=0.0224292 Tree=9191 num_leaves=3 num_cat=0 split_feature=403 42 split_gain=2.75324 2.25902 threshold=0.09389500000000002 0.084050000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029239503181371484 -0.021523053560797391 -0.0048658442816577772 leaf_weight=72.283251030508836 2.8140618721326964 25.256502766812446 leaf_count=1432 225 1155 internal_value=0 0.000906338 internal_weight=0 97.5398 internal_count=2812 2587 is_linear=0 shrinkage=0.0224292 Tree=9192 num_leaves=4 num_cat=0 split_feature=0 133 48 split_gain=3.03633 4.17088 3.86869 threshold=-0.098139999999999991 -0.17368999999999998 0.08832000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0074453273034283925 0.016696845419689188 -0.0065485850235194824 -0.0066950169876887925 leaf_weight=32.899893907117075 4.2133479102030824 47.140407382878038 13.802802518249335 leaf_count=443 153 2066 152 internal_value=0 -0.0046359 0.00326517 internal_weight=0 51.3538 46.7027 internal_count=2814 2219 595 is_linear=0 shrinkage=0.0224292 Tree=9193 num_leaves=4 num_cat=0 split_feature=0 43 48 split_gain=2.90381 4.03217 3.70023 threshold=-0.098139999999999991 0.020110000000000006 0.08832000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0072884973970091232 -0.0075808629218737057 0.0084313510508230768 -0.0065386090078852757 leaf_weight=32.854945142265933 41.561309494519264 9.7539222604700608 13.816285551381041 leaf_count=443 1881 338 152 internal_value=0 -0.00453528 0.0031942 internal_weight=0 51.3152 46.6712 internal_count=2814 2219 595 is_linear=0 shrinkage=0.0224292 Tree=9194 num_leaves=4 num_cat=0 split_feature=0 4 48 split_gain=2.7785 3.90616 3.53903 threshold=-0.098139999999999991 -0.026259999999999995 0.08832000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0071347050583762247 0.00021985759019032779 -0.012666524216631997 -0.0063859280127387934 leaf_weight=32.811269392645045 32.72278562094607 18.517557552781909 13.82962508168748 leaf_count=443 1257 962 152 internal_value=0 -0.00444009 0.00312469 internal_weight=0 51.2403 46.6409 internal_count=2814 2219 595 is_linear=0 shrinkage=0.0224292 Tree=9195 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=2.73406 4.57501 threshold=-0.15047999999999997 -0.11816999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011158011708045599 -0.033921260550186391 -0.0011822458952636106 leaf_weight=8.7152721983729844 2.1826614548563148 86.888051640728008 leaf_count=90 34 2690 internal_value=0 -0.00199161 internal_weight=0 89.0707 internal_count=2814 2724 is_linear=0 shrinkage=0.0224292 Tree=9196 num_leaves=3 num_cat=0 split_feature=1375 448 split_gain=3.45895 2.11005 threshold=-0.43271999999999994 -0.082054999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057535261643727232 -0.00042845163470649076 -1.3137890106295165e-05 leaf_weight=2.224499966111579 2.4057383605977511 97.726373325953318 leaf_count=17 54 2798 internal_value=0 -2.31958e-05 internal_weight=0 100.132 internal_count=2869 2852 is_linear=0 shrinkage=0.000439788 Tree=9197 num_leaves=3 num_cat=0 split_feature=1374 1 split_gain=2.99006 2.49726 threshold=-0.094679999999999986 0.14000500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021763964300305978 -0.0018445127532166598 0.014687124910189786 leaf_weight=3.6092842680518507 93.149305052259479 4.8164019996638663 leaf_count=48 2697 124 internal_value=0 -0.00102905 internal_weight=0 97.9657 internal_count=2869 2821 is_linear=0 shrinkage=0.0224292 Tree=9198 num_leaves=3 num_cat=0 split_feature=1375 4 split_gain=3.38986 1.82753 threshold=-0.43271999999999994 -0.22295999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.029025533190742227 -0.0088419495152955597 8.2543373893280539e-05 leaf_weight=2.2195144801853521 13.313688891532363 85.997167897671261 leaf_count=17 224 2628 internal_value=0 -0.00111535 internal_weight=0 99.3109 internal_count=2869 2852 is_linear=0 shrinkage=0.0224292 Tree=9199 num_leaves=3 num_cat=0 split_feature=1375 448 split_gain=3.22792 2.10565 threshold=-0.43271999999999994 -0.082054999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00055507193567397664 -0.00042630359145969074 -1.1681769705898584e-05 leaf_weight=2.2250846390625147 2.4088503481762009 97.687244465975709 leaf_count=17 54 2798 internal_value=0 -2.17392e-05 internal_weight=0 100.096 internal_count=2869 2852 is_linear=0 shrinkage=0.000439788 Tree=9200 num_leaves=4 num_cat=0 split_feature=151 151 3 split_gain=2.15862 3.74797 1.03526 threshold=0.056555000000000001 0.0014250000000000003 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.969701813468762e-05 -0.0026040826816789062 0.028587697624797914 -0.016450162106041236 leaf_weight=89.791752418229862 5.2459289738617354 2.3539079369875244 5.6341931639472023 leaf_count=2679 87 35 51 internal_value=0 0.000764996 -0.00979043 internal_weight=0 92.1457 10.8801 internal_count=2852 2714 138 is_linear=0 shrinkage=0.0224292 Tree=9201 num_leaves=4 num_cat=0 split_feature=151 151 4 split_gain=2.0618 3.61994 0.999924 threshold=0.056555000000000001 0.0014250000000000003 0.00093000000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.9030992126527964e-05 -0.016534594500978415 0.028228590488051267 -0.0029355249721388413 leaf_weight=89.791731501708909 5.2935814149968774 2.3308897484785112 5.594428071504808 leaf_count=2679 80 35 58 internal_value=0 0.000748238 -0.00956455 internal_weight=0 92.1226 10.888 internal_count=2852 2714 138 is_linear=0 shrinkage=0.0224292 Tree=9202 num_leaves=4 num_cat=0 split_feature=151 151 3 split_gain=1.97162 3.40108 0.990938 threshold=0.056555000000000001 1.0000000180025095e-35 0.085090000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.7386165283792199e-05 -0.0023298157174296949 0.027097773663758061 -0.015872945460657331 leaf_weight=89.721981458832033 5.2503082880430139 2.3781231033681243 5.6329660571063869 leaf_count=2675 87 39 51 internal_value=0 0.000731844 -0.00935499 internal_weight=0 92.1001 10.8833 internal_count=2852 2714 138 is_linear=0 shrinkage=0.0224292 Tree=9203 num_leaves=4 num_cat=0 split_feature=151 151 4 split_gain=1.88321 3.2823 0.966355 threshold=0.056555000000000001 1.0000000180025095e-35 0.00093000000000000016 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.6772093916900611e-05 -0.016016301417001548 0.026737052148328676 -0.0026490873619258886 leaf_weight=89.721961841208213 5.2743129442387708 2.3566504775444619 5.6167247446719557 leaf_count=2675 80 39 58 internal_value=0 0.000715793 -0.00913926 internal_weight=0 92.0786 10.891 internal_count=2852 2714 138 is_linear=0 shrinkage=0.0224292 Tree=9204 num_leaves=4 num_cat=0 split_feature=4 43 4 split_gain=2.93776 5.55307 3.03389 threshold=-0.034004999999999994 0.076280000000000014 -0.026259999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016591912493228641 0.00046270831584060989 0.00027522924451547551 5.470316289420589e-05 leaf_weight=28.195737833840212 3.7138917774364009 6.8427601492667227 63.461658319885373 leaf_count=1212 47 133 1458 internal_value=0 -7.96631e-05 7.73853e-05 internal_weight=0 35.0385 67.1756 internal_count=2850 1345 1505 is_linear=0 shrinkage=0.000439788 Tree=9205 num_leaves=4 num_cat=0 split_feature=0 3 48 split_gain=3.00795 5.49056 2.79147 threshold=-0.10072999999999999 0.15360000000000004 0.08790000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017396638501563315 -8.2251154964233308e-05 0.00050140307337356263 -6.0576029749690474e-05 leaf_weight=32.992527446505846 51.84904699362778 3.2977957265557043 13.955889062019649 leaf_count=419 2209 63 159 internal_value=0 -4.7187e-05 0.00010425 internal_weight=0 55.1468 46.9484 internal_count=2850 2272 578 is_linear=0 shrinkage=0.000439788 Tree=9206 num_leaves=4 num_cat=0 split_feature=0 3 48 split_gain=2.90587 5.49647 2.81147 threshold=-0.10072999999999999 0.15360000000000004 0.08790000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0087619375907348716 -0.0042412264536822539 0.025639886013108095 -0.0032831285338387976 leaf_weight=32.754796589972102 51.373845944266577 3.2764638096523404 13.864084535174696 leaf_count=419 2209 63 159 internal_value=0 -0.00244143 0.00517995 internal_weight=0 54.6503 46.6189 internal_count=2850 2272 578 is_linear=0 shrinkage=0.0224292 Tree=9207 num_leaves=4 num_cat=0 split_feature=4 43 4 split_gain=2.81077 5.4985 3.05896 threshold=-0.034004999999999994 0.076280000000000014 -0.026259999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0085352589860873615 0.023564072010915604 0.013998027309493375 0.002574908417491631 leaf_weight=27.872387152976444 3.6802696513859692 6.7520894717913498 62.827331558935839 leaf_count=1212 47 133 1458 internal_value=0 -0.00413577 0.0037428 internal_weight=0 34.6245 66.5076 internal_count=2850 1345 1505 is_linear=0 shrinkage=0.0224292 Tree=9208 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=2.08945 3.48506 2.91624 threshold=-0.11532999999999999 -0.24219999999999997 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0068561205207494803 0.0049312878463627276 -0.014530066165860866 -0.011281406078455913 leaf_weight=6.8944020649742006 86.553449374928277 8.5899653283022399 5.9481604567536115 leaf_count=236 2166 238 219 internal_value=0 -0.00501117 0.00388664 internal_weight=0 15.4844 92.5016 internal_count=2859 474 2385 is_linear=0 shrinkage=0.0224292 Tree=9209 num_leaves=4 num_cat=0 split_feature=15 15 15 split_gain=1.88751 3.40482 2.70436 threshold=-0.11532999999999999 -0.24219999999999997 -0.106555 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013604436271845677 0.00039902291580632733 -0.00027613777117278142 5.5523897250016097e-05 leaf_weight=6.9848700237143921 4.6487665903987354 8.6655217349207287 88.443415899790125 leaf_count=236 40 238 2345 internal_value=0 -9.22366e-05 7.27556e-05 internal_weight=0 15.6504 93.0922 internal_count=2859 474 2385 is_linear=0 shrinkage=0.000439788 Tree=9210 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=1.99513 3.33787 2.79046 threshold=-0.11532999999999999 -0.24219999999999997 0.091330000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.006724743973520012 0.0048187006636893799 -0.014231540514048419 -0.01105707769801716 leaf_weight=6.8754245575328232 86.537795485758124 8.5703684698109992 5.9349284808995426 leaf_count=236 2166 238 219 internal_value=0 -0.00490643 0.00379772 internal_weight=0 15.4458 92.4727 internal_count=2859 474 2385 is_linear=0 shrinkage=0.0224292 Tree=9211 num_leaves=4 num_cat=0 split_feature=15 15 15 split_gain=1.90511 3.27515 2.68302 threshold=-0.11532999999999999 -0.24219999999999997 -0.106555 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00013262575415972145 0.00039906767154547338 -0.00027258735747086717 5.7025157067442342e-05 leaf_weight=6.9485647098881591 4.651116340304724 8.6298138680749599 88.633045572962601 leaf_count=236 40 238 2345 internal_value=0 -9.19054e-05 7.41574e-05 internal_weight=0 15.5784 93.2842 internal_count=2859 474 2385 is_linear=0 shrinkage=0.000439788 Tree=9212 num_leaves=3 num_cat=0 split_feature=0 1186 split_gain=2.26944 2.05163 threshold=0.18635500000000002 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.2973392543933447e-05 0.00042547972885145606 0.00033497360565379748 leaf_weight=97.660561481919103 2.8022275223993338 3.964252791083708 leaf_count=2734 29 63 internal_value=0 2.55948e-05 internal_weight=0 101.625 internal_count=2826 2797 is_linear=0 shrinkage=0.000439788 Tree=9213 num_leaves=3 num_cat=0 split_feature=0 14 split_gain=2.27252 2.06103 threshold=0.18635500000000002 -0.13131999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011860347871723558 0.021753303016866284 0.0021053973523809471 leaf_weight=5.6108179309667312 2.7976185554507529 95.375892043051863 leaf_count=131 29 2666 internal_value=0 0.00132737 internal_weight=0 100.987 internal_count=2826 2797 is_linear=0 shrinkage=0.0224292 Tree=9214 num_leaves=3 num_cat=0 split_feature=0 41 split_gain=2.19964 2.0319 threshold=0.18635500000000002 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021239419280857674 0.021496705504857806 -0.010944643568128441 leaf_weight=94.612101722652369 2.7680788494781146 6.3703414567789869 leaf_count=2631 29 166 internal_value=0 0.00129761 internal_weight=0 100.982 internal_count=2826 2797 is_linear=0 shrinkage=0.0224292 Tree=9215 num_leaves=3 num_cat=0 split_feature=0 1186 split_gain=2.12871 1.9756 threshold=0.18635500000000002 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00063640701532677888 0.021240486582231204 0.016837348810337611 leaf_weight=97.042784719056726 2.7391935217692653 3.9213223855986135 leaf_count=2734 29 63 internal_value=0 0.0012687 internal_weight=0 100.964 internal_count=2826 2797 is_linear=0 shrinkage=0.0224292 Tree=9216 num_leaves=4 num_cat=0 split_feature=42 43 130 split_gain=3.47833 2.76699 1.91427 threshold=-1.0000000180025095e-35 -0.069999999999999993 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002507436549684008 0.007590150953091076 -0.00080961091550534373 -0.016323336679663514 leaf_weight=3.9300791287387247 30.064979001606844 57.307114095680845 8.7373914317536201 leaf_count=98 861 1184 667 internal_value=0 0.0020818 -0.0104861 internal_weight=0 87.3721 12.6675 internal_count=2810 2045 765 is_linear=0 shrinkage=0.0224292 Tree=9217 num_leaves=4 num_cat=0 split_feature=42 483 130 split_gain=3.3404 2.85512 1.95118 threshold=-1.0000000180025095e-35 0.083960000000000021 -0.076894999999999977 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.7641858050423905e-05 5.9066396914110974e-05 -0.00032546820908798492 -0.00031174532292964287 leaf_weight=4.0010251664789385 84.562412888019935 3.8882429496879913 8.9015458372477934 leaf_count=98 1780 265 667 internal_value=0 4.20959e-05 -0.000197284 internal_weight=0 88.4507 12.9026 internal_count=2810 2045 765 is_linear=0 shrinkage=0.000439788 Tree=9218 num_leaves=4 num_cat=0 split_feature=42 43 159 split_gain=3.35373 2.57973 1.89083 threshold=-1.0000000180025095e-35 -0.069999999999999993 0.080875000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00028837632505705524 0.00014397948362928153 -1.4616891384560142e-05 0.00012790556509091787 leaf_weight=10.072322482750677 30.21965250015819 57.658921295257642 2.6564921774133827 leaf_count=651 861 1184 114 internal_value=0 3.99406e-05 -0.000201437 internal_weight=0 87.8786 12.7288 internal_count=2810 2045 765 is_linear=0 shrinkage=0.000439788 Tree=9219 num_leaves=4 num_cat=0 split_feature=42 483 159 split_gain=3.33065 2.90705 1.84893 threshold=-1.0000000180025095e-35 0.083960000000000021 0.080875000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.014682213111192591 0.0029171169182457945 -0.016935817717077143 0.006407591068124086 leaf_weight=9.9898383267563968 83.527060802284723 3.8640653721822664 2.6317299609063403 leaf_count=651 1780 265 114 internal_value=0 0.0020358 -0.0102817 internal_weight=0 87.3911 12.6216 internal_count=2810 2045 765 is_linear=0 shrinkage=0.0224292 Tree=9220 num_leaves=4 num_cat=0 split_feature=151 457 133 split_gain=2.33006 3.46488 2.29918 threshold=-0.016239999999999994 0.085230000000000014 -0.17368999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011948805706003041 0.012679467480465799 -0.009470428901445541 -0.0029694722286740644 leaf_weight=14.996964558317815 5.0167402283559559 5.0703452947427641 76.128179835479386 leaf_count=332 218 136 2162 internal_value=0 0.00653302 -0.00199923 internal_weight=0 20.0673 81.1449 internal_count=2848 468 2380 is_linear=0 shrinkage=0.0224292 Tree=9221 num_leaves=4 num_cat=0 split_feature=151 457 133 split_gain=2.24519 3.28952 2.12389 threshold=-0.016239999999999994 0.085230000000000014 -0.17368999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022873376762792372 0.00023719640040449939 -0.00017919679971646095 -5.6935504608320938e-05 leaf_weight=15.02846070979149 5.0430349716516494 5.1099050024840826 76.652622645798601 leaf_count=332 218 136 2162 internal_value=0 0.000125154 -3.87277e-05 internal_weight=0 20.1384 81.6957 internal_count=2848 468 2380 is_linear=0 shrinkage=0.000439788 Tree=9222 num_leaves=4 num_cat=0 split_feature=151 457 133 split_gain=2.22881 3.31673 2.19526 threshold=-0.016239999999999994 0.085230000000000014 -0.17368999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011710851907244598 0.012393597505352327 -0.0092500457481969663 -0.0029017522138489564 leaf_weight=14.953031031855973 5.0137953370995083 5.0724242002606834 76.1349077601094 leaf_count=332 218 136 2162 internal_value=0 0.00639773 -0.00195403 internal_weight=0 20.0255 81.1487 internal_count=2848 468 2380 is_linear=0 shrinkage=0.0224292 Tree=9223 num_leaves=4 num_cat=0 split_feature=151 457 133 split_gain=2.02906 3.15382 2.07347 threshold=-0.016239999999999994 0.085230000000000014 -0.17368999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00022048973830612688 0.00023561455593401265 -0.00017823177435295306 -5.4816668124053354e-05 leaf_weight=15.013937430951957 5.0484221191745737 5.1358374971350704 77.017373208610934 leaf_count=332 218 136 2162 internal_value=0 0.00011879 -3.68996e-05 internal_weight=0 20.1498 82.0658 internal_count=2848 468 2380 is_linear=0 shrinkage=0.000439788 Tree=9224 num_leaves=3 num_cat=0 split_feature=1374 456 split_gain=4.06005 2.45962 threshold=-0.094679999999999986 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053472852950938701 -4.0865111070261828e-07 -0.00040206725336400023 leaf_weight=2.9557775342254891 93.436376778509839 3.0257815693439616 leaf_count=48 2651 133 internal_value=0 -1.30848e-05 internal_weight=0 96.4622 internal_count=2832 2784 is_linear=0 shrinkage=0.000439788 Tree=9225 num_leaves=3 num_cat=0 split_feature=1374 456 split_gain=4.05845 2.4715 threshold=-0.094679999999999986 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053456243337191467 -9.2751810679937882e-07 -0.00040369895089732954 leaf_weight=2.9626736295176661 93.544167096758429 3.0234202960846224 leaf_count=48 2651 133 internal_value=0 -1.36151e-05 internal_weight=0 96.5676 internal_count=2832 2784 is_linear=0 shrinkage=0.000439788 Tree=9226 num_leaves=3 num_cat=0 split_feature=1375 456 split_gain=3.65166 2.62755 threshold=-0.43271999999999994 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00057974207174486759 -2.0376906435032952e-06 -0.00040159547189563718 leaf_weight=2.2508027382182254 94.539955842478776 3.2751577497047029 leaf_count=17 2672 143 internal_value=0 -1.54919e-05 internal_weight=0 97.8151 internal_count=2832 2815 is_linear=0 shrinkage=0.000439788 Tree=9227 num_leaves=3 num_cat=0 split_feature=1374 456 split_gain=4.03605 2.52482 threshold=-0.094679999999999986 0.087495000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053208996892540976 1.1246123039600575e-06 -0.00040439527871578119 leaf_weight=2.9514955066260873 94.055940744958662 3.0472844030537081 leaf_count=48 2651 133 internal_value=0 -1.16784e-05 internal_weight=0 97.1032 internal_count=2832 2784 is_linear=0 shrinkage=0.000439788 Tree=9228 num_leaves=4 num_cat=0 split_feature=480 39 481 split_gain=1.67743 1.70896 0.251142 threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.068809999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00024382018161313933 -0.00016770884387773687 4.9572551773118155e-05 -0.0004289914066641746 leaf_weight=3.9700426495983256 1.4698209702710303 102.86831979325825 1.4376908388458094 leaf_count=58 129 2583 94 internal_value=0 3.86287e-05 -0.000298862 internal_weight=0 106.838 2.90751 internal_count=2864 2641 223 is_linear=0 shrinkage=0.000439788 Tree=9229 num_leaves=3 num_cat=0 split_feature=480 159 split_gain=1.80727 1.9442 threshold=0.083685000000000009 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.002629013602990424 -0.016656132414820862 -0.00945685043014758 leaf_weight=98.724227444717144 2.7161908824300545 7.164468365665015 leaf_count=2323 213 328 internal_value=0 0.00180972 internal_weight=0 105.889 internal_count=2864 2651 is_linear=0 shrinkage=0.0224292 Tree=9230 num_leaves=3 num_cat=0 split_feature=480 159 split_gain=1.69762 1.74997 threshold=0.083685000000000009 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.029679371289741e-05 -0.00031567651485403075 -0.00017297024955657085 leaf_weight=99.684407930346424 2.7178340909813405 7.2676429298244321 leaf_count=2323 213 328 internal_value=0 3.50971e-05 internal_weight=0 106.952 internal_count=2864 2651 is_linear=0 shrinkage=0.000439788 Tree=9231 num_leaves=3 num_cat=0 split_feature=480 159 split_gain=1.73558 1.85548 threshold=0.083685000000000009 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0025693187574972174 -0.016386710182588062 -0.0092402242755941309 leaf_weight=98.724358607347767 2.6977054795297581 7.1610189335397072 leaf_count=2323 213 328 internal_value=0 0.00176912 internal_weight=0 105.885 internal_count=2864 2651 is_linear=0 shrinkage=0.0224292 Tree=9232 num_leaves=4 num_cat=0 split_feature=2 2 474 split_gain=2.02028 2.7839 2.13178 threshold=0.085325000000000012 0.086635000000000004 0.084145000000000011 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004065689130005358 -0.020914541524210833 0.00066118000069225998 0.019891558979733454 leaf_weight=32.947185153620012 3.1376183637239583 64.064670537390157 4.9057543880044241 leaf_count=946 136 1699 73 internal_value=0 -0.000351826 0.00612572 internal_weight=0 67.2023 37.8529 internal_count=2854 1835 1019 is_linear=0 shrinkage=0.0224292 Tree=9233 num_leaves=4 num_cat=0 split_feature=2 2 40 split_gain=1.93218 2.68747 2.02241 threshold=0.085325000000000012 0.086635000000000004 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010016355783493289 -0.020651311280065757 0.00064641146014492016 0.0076687843643078431 leaf_weight=3.57767353078816 3.1069329424353773 64.059102657571657 34.254054555580296 leaf_count=112 136 1699 907 internal_value=0 -0.000344356 0.00599213 internal_weight=0 67.166 37.8317 internal_count=2854 1835 1019 is_linear=0 shrinkage=0.0224292 Tree=9234 num_leaves=3 num_cat=0 split_feature=480 3 split_gain=1.86256 2.2092 threshold=0.08456000000000001 -0.10072999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0092291436680111312 -0.016243031025785493 0.00079865095542112029 leaf_weight=19.250477642873648 2.7538168760693216 82.97721621450728 leaf_count=382 196 2276 internal_value=0 0.00238762 internal_weight=0 102.228 internal_count=2854 2658 is_linear=0 shrinkage=0.0224292 Tree=9235 num_leaves=4 num_cat=0 split_feature=3 156 11 split_gain=1.79863 2.59426 1.79078 threshold=-0.10072999999999999 0.094860000000000014 0.080455000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023405309712012413 2.3621373048046663e-05 -0.0003762600939406826 -6.1293153724844117e-05 leaf_weight=14.703977178151947 82.730577744106995 3.2424958544797837 5.4277156496773378 leaf_count=239 2294 155 166 internal_value=0 8.45956e-06 0.000154442 internal_weight=0 85.9731 20.1317 internal_count=2854 2449 405 is_linear=0 shrinkage=0.000439788 Tree=9236 num_leaves=3 num_cat=0 split_feature=9 11 split_gain=2.52125 2.26639 threshold=0.084755000000000011 0.081005000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0034309332619855545 -0.012737908952870393 -0.014104698466992388 leaf_weight=95.592935285782005 5.564730842894277 3.838837289584716 leaf_count=2585 91 130 internal_value=0 0.00275134 internal_weight=0 99.4318 internal_count=2806 2715 is_linear=0 shrinkage=0.0224292 Tree=9237 num_leaves=3 num_cat=0 split_feature=9 11 split_gain=2.41259 2.17156 threshold=0.084755000000000011 0.081005000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0033548940254069207 -0.01247207944709725 -0.01383915539531076 leaf_weight=95.567620047298988 5.5563677006020944 3.8252642124898548 leaf_count=2585 91 130 internal_value=0 0.00269063 internal_weight=0 99.3929 internal_count=2806 2715 is_linear=0 shrinkage=0.0224292 Tree=9238 num_leaves=3 num_cat=0 split_feature=9 11 split_gain=2.30848 2.08049 threshold=0.084755000000000011 0.081005000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0032805108653421876 -0.012210864732010241 -0.013576505201853424 leaf_weight=95.543148089937858 5.5484382482545689 3.8123279556730258 leaf_count=2585 91 130 internal_value=0 0.00263121 internal_weight=0 99.3555 internal_count=2806 2715 is_linear=0 shrinkage=0.0224292 Tree=9239 num_leaves=3 num_cat=0 split_feature=33 1375 split_gain=2.34658 1.97383 threshold=-1.0000000180025095e-35 -0.24467499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038210562363141012 0.00031667590860595365 3.301515354513467e-05 leaf_weight=2.5097354626341248 4.9664175783982492 98.389387466344033 leaf_count=37 31 2738 internal_value=0 4.67015e-05 internal_weight=0 103.356 internal_count=2806 2769 is_linear=0 shrinkage=0.000439788 Tree=9240 num_leaves=3 num_cat=0 split_feature=1348 16 split_gain=2.16697 2.01103 threshold=0.084620000000000015 0.0020050000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024570074649969851 0.01880777750730097 0.0044031414388693369 leaf_weight=68.042333882837283 3.0623482122609849 31.402464669130495 leaf_count=2042 64 764 internal_value=0 -0.000290295 internal_weight=0 99.4448 internal_count=2870 2806 is_linear=0 shrinkage=0.0224292 Tree=9241 num_leaves=3 num_cat=0 split_feature=1348 13 split_gain=2.14135 1.9814 threshold=0.084620000000000015 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024189523791811192 0.00036598857860089005 -2.0062429693752292e-05 leaf_weight=5.9167420383637355 3.0906997180391036 94.380628230098864 leaf_count=78 64 2728 internal_value=0 -4.56593e-06 internal_weight=0 100.297 internal_count=2870 2806 is_linear=0 shrinkage=0.000439788 Tree=9242 num_leaves=3 num_cat=0 split_feature=1348 13 split_gain=2.12189 2.03222 threshold=0.084620000000000015 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00024379171842612833 0.00036590839096676848 -2.1363697916336663e-05 leaf_weight=5.9253219794554743 3.0460180099471463 93.905127218043617 leaf_count=78 64 2728 internal_value=0 -5.58209e-06 internal_weight=0 99.8304 internal_count=2870 2806 is_linear=0 shrinkage=0.000439788 Tree=9243 num_leaves=3 num_cat=0 split_feature=1348 16 split_gain=2.09586 1.92238 threshold=0.084620000000000015 0.0020050000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0024005301671387565 0.018609277581379157 0.0043072186772386964 leaf_weight=68.054330044863946 3.0255289019169131 31.393064850827614 leaf_count=2042 64 764 internal_value=0 -0.000282641 internal_weight=0 99.4474 internal_count=2870 2806 is_linear=0 shrinkage=0.0224292 Tree=9244 num_leaves=4 num_cat=0 split_feature=16 43 15 split_gain=2.73175 2.4058 0.382452 threshold=0.5053700000000001 -0.17307499999999998 -0.033264999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0094839464467414598 -0.0144083278226567 -0.0022967057480327712 -0.030865853182273677 leaf_weight=9.6959938455124739 1.4484563231299037 85.192888416656388 1.5031403983011831 leaf_count=185 104 2442 87 internal_value=0 -0.00109126 -0.022934 internal_weight=0 94.8889 2.9516 internal_count=2818 2627 191 is_linear=0 shrinkage=0.0224292 Tree=9245 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=2.75875 2.94678 threshold=0.11926500000000002 -0.096234999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.017910167615389286 -0.018303805046602017 -0.0017093357850748382 leaf_weight=4.006319487001746 4.7776521152663909 89.003396279228582 leaf_count=42 104 2672 internal_value=0 -0.000860739 internal_weight=0 93.0097 internal_count=2818 2714 is_linear=0 shrinkage=0.0224292 Tree=9246 num_leaves=3 num_cat=0 split_feature=47 150 split_gain=2.68323 2.77545 threshold=0.11926500000000002 -0.20684999999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00041991739680299564 -0.00035083299038869996 -2.8322461368496559e-05 leaf_weight=2.733147107413969 4.8258564444049616 91.390869364891387 leaf_count=19 104 2695 internal_value=0 -1.52241e-05 internal_weight=0 94.124 internal_count=2818 2714 is_linear=0 shrinkage=0.000439788 Tree=9247 num_leaves=4 num_cat=0 split_feature=16 43 15 split_gain=2.66039 2.19367 0.368756 threshold=0.5053700000000001 -0.17307499999999998 -0.033939999999999991 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00017864691803944792 -0.00027813363331262848 -4.0902031943983275e-05 -0.00059453160789815047 leaf_weight=9.7868869915637315 1.4663488008845891 85.992276777723418 1.4926365186402097 leaf_count=185 103 2442 88 internal_value=0 -1.8437e-05 -0.000440526 internal_weight=0 95.7792 2.95899 internal_count=2818 2627 191 is_linear=0 shrinkage=0.000439788 Tree=9248 num_leaves=4 num_cat=0 split_feature=13 403 41 split_gain=2.45472 2.26735 1.68185 threshold=-0.094744999999999982 0.09389500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018341648754398204 -2.1145179110556463e-05 -0.0004430345027265342 -0.00011187251366918126 leaf_weight=19.212678357418557 77.59543912826939 2.5256443926282364 4.6147264983765117 leaf_count=278 2328 184 95 internal_value=0 -3.45467e-05 0.000126183 internal_weight=0 80.1211 23.8274 internal_count=2885 2512 373 is_linear=0 shrinkage=0.000439788 Tree=9249 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=1.98741 1.97718 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019894176595823231 -0.0071022508246808211 0.0018591492216086828 leaf_weight=2.4254874558409929 14.442129255565304 86.284074900386258 leaf_count=14 788 2083 internal_value=0 0.000573161 internal_weight=0 100.726 internal_count=2885 2871 is_linear=0 shrinkage=0.0224292 Tree=9250 num_leaves=4 num_cat=0 split_feature=13 403 41 split_gain=2.50796 2.26403 1.81644 threshold=-0.094744999999999982 0.09389500000000002 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018670397283623871 -2.1119071254828073e-05 -0.00044355022854212931 -0.00011927472111506929 leaf_weight=19.364051050124548 77.704354349236382 2.5149489772202278 4.6394597905291439 leaf_count=278 2328 184 95 internal_value=0 -3.44651e-05 0.000127516 internal_weight=0 80.2193 24.0035 internal_count=2885 2512 373 is_linear=0 shrinkage=0.000439788 Tree=9251 num_leaves=4 num_cat=0 split_feature=13 13 41 split_gain=2.50144 2.08939 1.77111 threshold=-0.094744999999999982 -0.084084999999999979 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018561574093524765 -0.00026499630034820354 -1.3237340727478357e-05 -0.00011722177174831634 leaf_weight=19.249122638821067 6.966079383631949 73.119282799982102 4.6194550427489949 leaf_count=278 484 2028 95 internal_value=0 -3.51941e-05 0.000126959 internal_weight=0 80.0854 23.8686 internal_count=2885 2512 373 is_linear=0 shrinkage=0.000439788 Tree=9252 num_leaves=4 num_cat=0 split_feature=1 151 48 split_gain=2.62278 3.44892 1.82565 threshold=0.077020000000000019 -0.083559999999999982 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.000528300501431869 0.00010373513698549945 -4.7266509918379085e-05 -5.6945103544102211e-05 leaf_weight=3.1327704939512833 47.678549322179606 33.843159895350254 19.160506588802491 leaf_count=156 1114 1314 261 internal_value=0 -8.82735e-05 5.76704e-05 internal_weight=0 36.9759 66.8391 internal_count=2845 1470 1375 is_linear=0 shrinkage=0.000439788 Tree=9253 num_leaves=4 num_cat=0 split_feature=1 151 3 split_gain=2.52358 3.46428 1.99438 threshold=0.077020000000000019 -0.083559999999999982 0.10703500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026982962361690396 0.005039274092045405 -0.0022544764661122422 -0.0043894877507187294 leaf_weight=3.0973814909830244 51.655914905330974 33.394858109144025 14.423163169083635 leaf_count=156 1146 1314 229 internal_value=0 -0.00436639 0.00298057 internal_weight=0 36.4922 66.0791 internal_count=2845 1470 1375 is_linear=0 shrinkage=0.0224292 Tree=9254 num_leaves=4 num_cat=0 split_feature=1 151 48 split_gain=2.52167 3.35048 1.80484 threshold=0.077020000000000019 -0.083559999999999982 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0005209483070372882 0.0001069413209433315 -4.1748555887947504e-05 -5.2480100104262491e-05 leaf_weight=3.0609342837115028 47.976047492778889 33.750561418130019 19.228121140709845 leaf_count=156 1114 1314 261 internal_value=0 -8.18442e-05 6.13265e-05 internal_weight=0 36.8115 67.2042 internal_count=2845 1470 1375 is_linear=0 shrinkage=0.000439788 Tree=9255 num_leaves=4 num_cat=0 split_feature=1 151 48 split_gain=2.41432 3.37822 1.94057 threshold=0.077020000000000019 -0.083559999999999982 0.088005000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.026803319704885149 0.0053514619680966394 -0.002202059528587914 -0.0031465802872627045 leaf_weight=3.0472622146635322 47.159796217098119 33.39312110977562 18.932476385568407 leaf_count=156 1114 1314 261 internal_value=0 -0.00427225 0.00291695 internal_weight=0 36.4404 66.0923 internal_count=2845 1470 1375 is_linear=0 shrinkage=0.0224292 Tree=9256 num_leaves=3 num_cat=0 split_feature=151 3 split_gain=2.22116 2.36738 threshold=0.087785000000000016 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0016159816065536591 0.011824506927283757 0.018152279549857715 leaf_weight=91.187214019811108 7.3570782272581701 3.1339223109716832 leaf_count=2677 94 105 internal_value=0 -0.000955619 internal_weight=0 94.3211 internal_count=2876 2782 is_linear=0 shrinkage=0.0224292 Tree=9257 num_leaves=3 num_cat=0 split_feature=3 151 split_gain=2.14451 2.29039 threshold=0.31270000000000003 0.087785000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0015797724534000229 0.018098835820808162 0.011492991849392276 leaf_weight=91.185593411690206 3.1614905260394144 7.2613558185112188 leaf_count=2677 113 86 internal_value=0 -0.000613496 internal_weight=0 98.4469 internal_count=2876 2763 is_linear=0 shrinkage=0.0224292 Tree=9258 num_leaves=3 num_cat=0 split_feature=3 39 split_gain=2.17908 2.23549 threshold=0.31270000000000003 0.13419 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.9630965224456707e-05 0.00035732911798432504 0.00040023645550623179 leaf_weight=96.880290626605529 3.2239201708762257 2.4972656788013401 leaf_count=2727 113 36 internal_value=0 -9.00524e-06 internal_weight=0 99.3776 internal_count=2876 2763 is_linear=0 shrinkage=0.000439788 Tree=9259 num_leaves=3 num_cat=0 split_feature=484 160 split_gain=2.11203 2.11067 threshold=0.096415000000000015 0.087065000000000017 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0017466406272067471 -0.019799156659610476 -0.0081338518195415953 leaf_weight=86.510805167891704 2.6271540106545208 12.421240149044477 leaf_count=2392 174 310 internal_value=0 0.000504783 internal_weight=0 98.932 internal_count=2876 2702 is_linear=0 shrinkage=0.0224292 Tree=9260 num_leaves=3 num_cat=0 split_feature=483 1 split_gain=1.80266 1.6838 threshold=0.09444000000000001 0.10100500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00017032603496356427 -0.016994686053267493 0.0061663911047026782 leaf_weight=72.377556656894285 2.6503017389577499 29.753727495895873 leaf_count=2047 186 652 internal_value=0 0.00167655 internal_weight=0 102.131 internal_count=2885 2699 is_linear=0 shrinkage=0.0224292 Tree=9261 num_leaves=3 num_cat=0 split_feature=483 448 split_gain=1.71288 1.65386 threshold=0.09444000000000001 -0.079029999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00031015132863373968 -0.00032378056861155294 4.105774702784814e-05 leaf_weight=2.6431566127284887 2.666659431345578 100.36248289605464 leaf_count=60 186 2639 internal_value=0 3.19898e-05 internal_weight=0 103.006 internal_count=2885 2699 is_linear=0 shrinkage=0.000439788 Tree=9262 num_leaves=3 num_cat=0 split_feature=483 448 split_gain=1.73561 1.58216 threshold=0.09444000000000001 -0.079029999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00030231381377762728 -0.00032644609790337934 4.0397966091875789e-05 leaf_weight=2.6558901962125665 2.6691245713145682 100.42356111075787 leaf_count=60 186 2639 internal_value=0 3.15135e-05 internal_weight=0 103.079 internal_count=2885 2699 is_linear=0 shrinkage=0.000439788 Tree=9263 num_leaves=3 num_cat=0 split_feature=483 448 split_gain=1.72704 1.64681 threshold=0.09444000000000001 -0.079029999999999989 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.015833091162297201 -0.016674997881199409 0.0021015631886750581 leaf_weight=2.6251522000820833 2.6391930055151525 99.490239047627256 leaf_count=60 186 2639 internal_value=0 0.00163763 internal_weight=0 102.115 internal_count=2885 2699 is_linear=0 shrinkage=0.0224292 Tree=9264 num_leaves=3 num_cat=0 split_feature=1375 48 split_gain=2.1277 2.10228 threshold=-0.43271999999999994 0.092825000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038536997941756955 -1.3116300297075925e-05 0.00015188750453426142 leaf_weight=2.5928751833271226 82.740440846386264 18.20414005148632 leaf_count=16 2568 320 internal_value=0 1.66632e-05 internal_weight=0 100.945 internal_count=2904 2888 is_linear=0 shrinkage=0.000439788 Tree=9265 num_leaves=3 num_cat=0 split_feature=1375 48 split_gain=2.14393 2.09667 threshold=-0.43271999999999994 0.092825000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01979149813883747 -0.00069921428602434752 0.0077309298522256877 leaf_weight=2.5851130372611797 82.257718271235717 18.089581051821369 leaf_count=16 2568 320 internal_value=0 0.000821667 internal_weight=0 100.347 internal_count=2904 2888 is_linear=0 shrinkage=0.0224292 Tree=9266 num_leaves=3 num_cat=0 split_feature=1186 48 split_gain=2.08399 2.31322 threshold=0.085080000000000003 0.092825000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-3.9220958181862983e-05 0.00031319372968706757 0.00013131521013072395 leaf_weight=80.731811902062873 4.0808684836592866 18.985644704363494 leaf_count=2505 73 326 internal_value=0 -6.7329e-06 internal_weight=0 99.7175 internal_count=2904 2831 is_linear=0 shrinkage=0.000439788 Tree=9267 num_leaves=3 num_cat=0 split_feature=1186 13 split_gain=2.14782 1.96811 threshold=0.085080000000000003 -0.091624999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00010375242456161309 0.00031854536315063608 -4.0700773244020124e-05 leaf_weight=24.019010439687918 4.0907009853108312 75.642899877924719 leaf_count=430 73 2401 internal_value=0 -5.87364e-06 internal_weight=0 99.6619 internal_count=2904 2831 is_linear=0 shrinkage=0.000439788 Tree=9268 num_leaves=4 num_cat=0 split_feature=3 16 484 split_gain=2.38295 3.16455 2.28631 threshold=0.081870000000000012 0.11160500000000002 -0.083139999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.023045552238677831 -0.00075153593095003267 -0.01870677186755032 0.0037046297267226652 leaf_weight=1.6248611392902592 25.371611210610357 6.1128656142464015 72.685033611907329 leaf_count=219 286 95 2224 internal_value=0 -0.00424686 0.00311394 internal_weight=0 31.4845 74.3099 internal_count=2824 381 2443 is_linear=0 shrinkage=0.0224292 Tree=9269 num_leaves=4 num_cat=0 split_feature=3 49 49 split_gain=2.17895 3.04163 2.27594 threshold=0.081870000000000012 -0.066534999999999997 -0.14931499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00027019808325098811 -0.0003203064724101754 -1.4081587511238968e-05 1.4143576520101039e-05 leaf_weight=7.4376263997510241 8.6328773269779067 22.828183766010625 67.439033515417577 leaf_count=73 74 307 2370 internal_value=0 -9.82526e-05 3.96403e-05 internal_weight=0 31.4611 74.8767 internal_count=2824 381 2443 is_linear=0 shrinkage=0.000439788 Tree=9270 num_leaves=4 num_cat=0 split_feature=3 49 484 split_gain=2.27458 3.09515 2.21672 threshold=0.081870000000000012 -0.066534999999999997 -0.083139999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022965885959713002 -0.015636708018787113 0.0001432281699479842 0.0036011417493590965 leaf_weight=1.5962494516106733 8.5851069833734091 22.883614797055998 72.686718896144612 leaf_count=219 74 307 2224 internal_value=0 -0.00416863 0.00302449 internal_weight=0 31.4687 74.283 internal_count=2824 381 2443 is_linear=0 shrinkage=0.0224292 Tree=9271 num_leaves=4 num_cat=0 split_feature=3 16 484 split_gain=2.17438 3.04307 2.15003 threshold=0.081870000000000012 0.11160500000000002 -0.083139999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022882090070660256 -0.00065458645326793542 -0.018290215178068427 0.0035207098569007521 leaf_weight=1.5665663318895884 25.377283596577403 6.0879950973321675 72.680232124144368 leaf_count=219 286 95 2224 internal_value=0 -0.0040758 0.00295789 internal_weight=0 31.4653 74.2468 internal_count=2824 381 2443 is_linear=0 shrinkage=0.0224292 Tree=9272 num_leaves=4 num_cat=0 split_feature=0 3 16 split_gain=3.4086 3.07772 2.6772 threshold=-0.070894999999999986 0.10877000000000002 -0.056339999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011397837414777153 0.0099806233624106112 -0.010686194494605641 -0.0081123349238342857 leaf_weight=46.995810373226959 25.721245340277168 4.2031394292225732 23.629827747120999 leaf_count=1273 640 67 831 internal_value=0 0.00707283 -0.00195713 internal_weight=0 29.9244 70.6256 internal_count=2811 707 2104 is_linear=0 shrinkage=0.0224292 Tree=9273 num_leaves=4 num_cat=0 split_feature=0 43 160 split_gain=3.26248 2.98799 2.61599 threshold=-0.070894999999999986 -0.074204999999999979 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010929011330632539 0.014249122721220458 5.9579420143695496e-05 0.00015315878629371452 leaf_weight=13.153761148125339 14.446442319102063 15.42862628952207 57.439863470373894 leaf_count=700 275 432 1404 internal_value=0 0.00692582 -0.00191419 internal_weight=0 29.8751 70.5936 internal_count=2811 707 2104 is_linear=0 shrinkage=0.0224292 Tree=9274 num_leaves=4 num_cat=0 split_feature=0 3 1 split_gain=3.32239 2.79411 2.71058 threshold=-0.070894999999999986 0.10877000000000002 0.085880000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014926367450923144 0.00019101057110674716 -0.00019276975228041886 2.8394516640126313e-05 leaf_weight=26.319559513124659 25.931490957571445 4.2575614490579019 44.958485984505842 leaf_count=1285 640 67 819 internal_value=0 0.000136798 -3.72285e-05 internal_weight=0 30.1891 71.278 internal_count=2811 707 2104 is_linear=0 shrinkage=0.000439788 Tree=9275 num_leaves=4 num_cat=0 split_feature=0 43 1 split_gain=3.11194 2.82934 2.70439 threshold=-0.070894999999999986 -0.074204999999999979 0.085880000000000026 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00014682933643302709 0.00027303227223911215 3.8502221303729143e-06 3.0741645598681153e-05 leaf_weight=26.228592756938269 14.575537759690635 15.652769255641031 45.06518461649739 leaf_count=1285 275 432 819 internal_value=0 0.000133735 -3.46076e-05 internal_weight=0 30.2283 71.2938 internal_count=2811 707 2104 is_linear=0 shrinkage=0.000439788 Tree=9276 num_leaves=4 num_cat=0 split_feature=42 15 13 split_gain=2.88545 5.07097 2.51281 threshold=0.088465000000000002 0.09870000000000001 -0.083514999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012693556723878646 -0.00033524000830653639 0.00024883802315850878 -4.4102399877330283e-05 leaf_weight=23.746322769360631 12.18113802279913 3.7460144254564502 55.187158752723462 leaf_count=592 660 178 1350 internal_value=0 -0.000197733 7.37085e-06 internal_weight=0 15.9272 78.9335 internal_count=2780 838 1942 is_linear=0 shrinkage=0.000439788 Tree=9277 num_leaves=4 num_cat=0 split_feature=42 15 457 split_gain=2.88273 5.14818 1.9582 threshold=0.088465000000000002 0.09870000000000001 -0.098834999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.015567333342536259 -0.017274078305924045 0.012882300655552724 -0.00044471898752394004 leaf_weight=4.0327976029147967 12.001606493691723 3.7166890261833023 74.262283772238789 leaf_count=46 660 178 1896 internal_value=0 -0.0101364 0.000383618 internal_weight=0 15.7183 78.2951 internal_count=2780 838 1942 is_linear=0 shrinkage=0.0224292 Tree=9278 num_leaves=4 num_cat=0 split_feature=42 15 13 split_gain=2.80101 4.89629 2.5704 threshold=0.088465000000000002 0.09870000000000001 -0.083514999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012874188774326394 -0.00033081372043838381 0.000244747330490715 -4.4357754205051713e-05 leaf_weight=23.719371021367806 12.081851143877428 3.7276179432828931 55.093860720468001 leaf_count=592 660 178 1350 internal_value=0 -0.000194974 7.7563e-06 internal_weight=0 15.8095 78.8132 internal_count=2780 838 1942 is_linear=0 shrinkage=0.000439788 Tree=9279 num_leaves=4 num_cat=0 split_feature=42 15 13 split_gain=2.83464 4.95106 2.67276 threshold=0.088465000000000002 0.09870000000000001 -0.083514999999999992 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00013169236881720899 -0.00033198970342723029 0.00024343572059925446 -4.4601578173200223e-05 leaf_weight=23.799593765628742 12.10874087848242 3.7823518612221951 55.116097895987878 leaf_count=592 660 178 1350 internal_value=0 -0.000194901 8.58458e-06 internal_weight=0 15.8911 78.9157 internal_count=2780 838 1942 is_linear=0 shrinkage=0.000439788 Tree=9280 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.15423 2.32792 threshold=-0.29526499999999994 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043204983847946457 -1.2806091669324159e-05 0.00020056070183999559 leaf_weight=2.1480246481050917 87.888735956562869 11.124852626780919 leaf_count=69 2459 326 internal_value=0 1.12012e-05 internal_weight=0 99.0136 internal_count=2854 2785 is_linear=0 shrinkage=0.000439788 Tree=9281 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.11948 2.34235 threshold=-0.29526499999999994 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042806220023188174 -9.7746114790927054e-06 0.00020387004919633739 leaf_weight=2.1206563710961737 87.934984969755078 11.169143820830866 leaf_count=69 2459 326 internal_value=0 1.4338e-05 internal_weight=0 99.1041 internal_count=2854 2785 is_linear=0 shrinkage=0.000439788 Tree=9282 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.13074 2.26814 threshold=-0.29526499999999994 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022074754769421841 -0.00064124110203054316 0.010151863304142014 leaf_weight=2.1166039065342366 87.228137227638399 11.014691745969683 leaf_count=69 2459 326 internal_value=0 0.000570587 internal_weight=0 98.2428 internal_count=2854 2785 is_linear=0 shrinkage=0.0224292 Tree=9283 num_leaves=3 num_cat=0 split_feature=151 4 split_gain=2.05947 2.17901 threshold=-0.29526499999999994 0.27150500000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021825457997551444 -0.0006268637416132816 0.0099761670887186654 leaf_weight=2.0932479539146689 87.227876783913871 10.958257297510498 leaf_count=69 2459 326 internal_value=0 0.000558218 internal_weight=0 98.1861 internal_count=2854 2785 is_linear=0 shrinkage=0.0224292 Tree=9284 num_leaves=4 num_cat=0 split_feature=457 52 16 split_gain=2.15714 3.78047 1.23436 threshold=0.069705000000000003 -0.37613999999999997 -0.094359999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043059978940400569 -3.5571510805452266e-05 -5.8557501004123388e-06 0.00022670656935482961 leaf_weight=4.2553341617422111 4.9836641042456931 78.260634448486599 11.37697808985922 leaf_count=291 58 2302 180 internal_value=0 -2.78543e-05 0.000146865 internal_weight=0 82.516 16.3606 internal_count=2831 2593 238 is_linear=0 shrinkage=0.000439788 Tree=9285 num_leaves=4 num_cat=0 split_feature=457 52 16 split_gain=2.10714 3.77295 1.24463 threshold=0.069705000000000003 -0.37613999999999997 -0.094359999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042914245422334322 -3.693905756317003e-05 -4.7381969314492559e-06 0.00022649403343030176 leaf_weight=4.253843114089249 4.9864133020146282 78.167906007255169 11.342823065852825 leaf_count=291 58 2302 180 internal_value=0 -2.67363e-05 0.000146101 internal_weight=0 82.4217 16.3292 internal_count=2831 2593 238 is_linear=0 shrinkage=0.000439788 Tree=9286 num_leaves=3 num_cat=0 split_feature=13 52 split_gain=2.13512 1.96618 threshold=-0.51961499999999983 -0.092454999999999982 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016799704748626292 -0.0060148149218947769 0.0022946553149061862 leaf_weight=3.6020018442577557 17.578844401202787 77.018583478961773 leaf_count=52 566 2213 internal_value=0 0.000749621 internal_weight=0 94.5974 internal_count=2831 2779 is_linear=0 shrinkage=0.0224292 Tree=9287 num_leaves=4 num_cat=0 split_feature=457 52 3 split_gain=2.12646 3.72819 1.30231 threshold=0.069705000000000003 -0.37613999999999997 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021909350126444471 0.0019883363241934137 -0.00025663868459281956 0.014801271733288915 leaf_weight=4.1983839898402939 9.2868280755901669 77.723379281229882 6.9878067540557813 leaf_count=291 173 2302 65 internal_value=0 -0.00137116 0.0075007 internal_weight=0 81.9218 16.2746 internal_count=2831 2593 238 is_linear=0 shrinkage=0.0224292 Tree=9288 num_leaves=3 num_cat=0 split_feature=4 482 split_gain=2.38305 1.93864 threshold=-0.51412499999999983 0.092060000000000017 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037024514666052341 3.1579130660231932e-05 -0.00035912605783429739 leaf_weight=3.0705966191890175 98.579396169267966 2.5000591185398653 leaf_count=59 2656 154 internal_value=0 2.18496e-05 internal_weight=0 101.079 internal_count=2869 2810 is_linear=0 shrinkage=0.000439788 Tree=9289 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.79959 3.69981 2.0844 threshold=1.0000000180025095e-35 -0.51412499999999983 -0.42404999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00067784951172323096 -0.00029550812673853464 -5.469448995783065e-05 7.9631570969910455e-05 leaf_weight=1.9298723560059432 2.9777834764827267 33.937412515435881 65.227239110393384 leaf_count=17 140 1458 1254 internal_value=0 -8.85667e-05 6.31751e-05 internal_weight=0 35.8673 68.205 internal_count=2869 1475 1394 is_linear=0 shrinkage=0.000439788 Tree=9290 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.83125 3.73441 2.06378 threshold=1.0000000180025095e-35 -0.51412499999999983 -0.42404999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00068364269027119875 -0.00029462460071612772 -5.6678463719785812e-05 7.8208551430583508e-05 leaf_weight=1.923810509382746 2.9849004253337617 33.983806557927437 65.400374971144174 leaf_count=17 140 1458 1254 internal_value=0 -9.06146e-05 6.18573e-05 internal_weight=0 35.9076 68.3853 internal_count=2869 1475 1394 is_linear=0 shrinkage=0.000439788 Tree=9291 num_leaves=4 num_cat=0 split_feature=1 4 4 split_gain=2.79543 3.78724 2.08715 threshold=1.0000000180025095e-35 -0.51412499999999983 -0.42404999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.035067215448062641 -0.015177913143249453 -0.0028107158355171703 0.0040356422965232433 leaf_weight=1.9174988898448635 2.9562208057905073 33.731145838352404 64.815170839314305 leaf_count=17 140 1458 1254 internal_value=0 -0.0045636 0.0031935 internal_weight=0 35.6486 67.7714 internal_count=2869 1475 1394 is_linear=0 shrinkage=0.0224292 Tree=9292 num_leaves=3 num_cat=0 split_feature=13 47 split_gain=2.07502 2.41618 threshold=-0.53230999999999995 0.096175000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018126253198542427 0.0039202299276793673 -0.0065615914419806 leaf_weight=2.4804444642795707 85.73857802993507 12.684323124278306 leaf_count=34 2527 271 internal_value=0 0.00256837 internal_weight=0 98.4229 internal_count=2832 2798 is_linear=0 shrinkage=0.0224292 Tree=9293 num_leaves=3 num_cat=0 split_feature=13 47 split_gain=1.97451 2.30989 threshold=-0.53230999999999995 0.096175000000000024 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017618569395318275 0.0038331164573861365 -0.0064179771827644391 leaf_weight=2.4950633810076388 85.721004345819438 12.677795336492634 leaf_count=34 2527 271 internal_value=0 0.00251137 internal_weight=0 98.3988 internal_count=2832 2798 is_linear=0 shrinkage=0.0224292 Tree=9294 num_leaves=4 num_cat=0 split_feature=47 1 13 split_gain=1.97957 3.54699 1.93841 threshold=0.087850000000000025 0.13130500000000003 -0.53230999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036854934822888813 -0.00019785364960557848 0.00027160281232387469 7.6450529651665207e-05 leaf_weight=1.9194838473922562 14.084404551940681 3.9766524847073006 81.774175821736208 leaf_count=28 312 45 2447 internal_value=0 -9.43119e-05 6.61629e-05 internal_weight=0 18.0611 83.6937 internal_count=2832 357 2475 is_linear=0 shrinkage=0.000439788 Tree=9295 num_leaves=4 num_cat=0 split_feature=15 15 1374 split_gain=1.92667 3.34722 2.05885 threshold=-0.11532999999999999 -0.24219999999999997 0.084470000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065358062137250506 0.0038899191673016026 -0.014803559068816627 -0.015798114151296144 leaf_weight=6.568954552851209 83.173375977854448 8.416431233336878 2.7422086107471833 leaf_count=225 2317 220 70 internal_value=0 -0.00545288 0.00325816 internal_weight=0 14.9854 85.9156 internal_count=2832 445 2387 is_linear=0 shrinkage=0.0224292 Tree=9296 num_leaves=4 num_cat=0 split_feature=1 130 12 split_gain=1.84523 2.46089 1.5264 threshold=0.12829500000000002 -0.084569999999999992 0.10325000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004440142398326892 7.5143166673926527e-05 -5.5468927896583794e-06 0.00045605112985318416 leaf_weight=2.5269912614894556 7.5210652498062682 89.627797411432766 2.7755728436459322 leaf_count=79 198 2496 61 internal_value=0 -1.76597e-05 0.000178475 internal_weight=0 92.1548 10.2966 internal_count=2834 2575 259 is_linear=0 shrinkage=0.000439788 Tree=9297 num_leaves=4 num_cat=0 split_feature=1 130 12 split_gain=1.78211 2.48012 1.43074 threshold=0.12829500000000002 -0.084569999999999992 0.10266500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044717994380389931 7.2278521039236809e-05 -7.8135974295921895e-06 0.00044107322156755065 leaf_weight=2.5369672076776615 7.4512655917660577 89.276255872731781 2.7850143219693564 leaf_count=79 196 2496 63 internal_value=0 -2.00445e-05 0.000173252 internal_weight=0 91.8132 10.2363 internal_count=2834 2575 259 is_linear=0 shrinkage=0.000439788 Tree=9298 num_leaves=4 num_cat=0 split_feature=1 130 12 split_gain=1.75432 2.48134 1.43933 threshold=0.12829500000000002 -0.084569999999999992 0.10266500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022830227749493403 0.0036531826594784966 -0.00036170708772653173 0.022599478539086868 leaf_weight=2.5243306461488819 7.4058100869206083 88.906856632568633 2.758287054777611 leaf_count=79 196 2496 63 internal_value=0 -0.000986679 0.00882747 internal_weight=0 91.4312 10.1641 internal_count=2834 2575 259 is_linear=0 shrinkage=0.0224292 Tree=9299 num_leaves=4 num_cat=0 split_feature=1 130 12 split_gain=1.83836 2.39961 1.41791 threshold=0.12829500000000002 -0.084569999999999992 0.10325000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044196951462391066 7.800735873070935e-05 -7.0733206833045069e-06 0.00044629913152040372 leaf_weight=2.5038415261951732 7.5756055561505473 89.708772228391808 2.7444795590708964 leaf_count=79 198 2496 61 internal_value=0 -1.89711e-05 0.000176593 internal_weight=0 92.2126 10.3201 internal_count=2834 2575 259 is_linear=0 shrinkage=0.000439788 Tree=9300 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=2.85305 3.41363 2.09811 threshold=-0.077944999999999987 0.089765000000000025 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0092354263215008239 0.021000587899778548 0.001200451256875879 0.0022736447830699162 leaf_weight=30.873136615085969 3.2938840750975933 32.200664128527023 32.961330760759665 leaf_count=1182 125 683 873 internal_value=0 -0.00390891 0.0039852 internal_weight=0 63.0738 36.2552 internal_count=2863 1865 998 is_linear=0 shrinkage=0.0224292 Tree=9301 num_leaves=4 num_cat=0 split_feature=0 2 3 split_gain=2.7318 3.27538 2.08704 threshold=-0.077944999999999987 0.089765000000000025 0.14813000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0090575108695324751 0.0024040914401663874 0.0011738758229564634 0.023263215170104764 leaf_weight=30.775010135714183 33.610703746307991 32.191608393566185 2.5812617220999519 leaf_count=1182 946 683 52 internal_value=0 -0.00382796 0.00390327 internal_weight=0 62.9666 36.192 internal_count=2863 1865 998 is_linear=0 shrinkage=0.0224292 Tree=9302 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=2.64865 3.23259 2.10218 threshold=-0.077944999999999987 0.089765000000000025 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017550334498479402 0.0004103048180489734 2.3518971068783311e-05 4.1937560578825765e-05 leaf_weight=30.819934721620484 3.2764693286171669 32.326796613372608 33.08356550190183 leaf_count=1182 125 683 873 internal_value=0 -7.36412e-05 7.53297e-05 internal_weight=0 63.1467 36.36 internal_count=2863 1865 998 is_linear=0 shrinkage=0.000439788 Tree=9303 num_leaves=4 num_cat=0 split_feature=0 2 2 split_gain=2.6585 3.16366 2.10758 threshold=-0.077944999999999987 0.089765000000000025 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017394724697868274 0.00041089990787663091 2.2902598795922096e-05 4.2591924170741453e-05 leaf_weight=30.816470890466007 3.2869309538509688 32.357053015114161 33.087020443159417 leaf_count=1182 125 683 873 internal_value=0 -7.31456e-05 7.60722e-05 internal_weight=0 63.1735 36.374 internal_count=2863 1865 998 is_linear=0 shrinkage=0.000439788 Tree=9304 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=2.58908 3.06728 threshold=1.0000000180025095e-35 0.09550500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001196819115166167 -0.018159077147134575 0.0098197940129142822 leaf_weight=85.593251983664231 3.8929567695886353 14.912473330464307 leaf_count=2545 73 264 internal_value=0 0.000439318 internal_weight=0 100.506 internal_count=2882 2809 is_linear=0 shrinkage=0.0224292 Tree=9305 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=2.56995 2.87374 threshold=1.0000000180025095e-35 0.09550500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.1042330782155765e-05 -0.0003519203282246839 0.00018732516936614596 leaf_weight=86.332112201410382 3.9266512071189927 15.011175140707563 leaf_count=2545 73 264 internal_value=0 9.85095e-06 internal_weight=0 101.343 internal_count=2882 2809 is_linear=0 shrinkage=0.000439788 Tree=9306 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=2.55823 2.91387 threshold=1.0000000180025095e-35 0.09550500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-2.0978091844142814e-05 -0.00034990430649227807 0.00018838718644117067 leaf_weight=86.507803385904026 3.946970442775636 15.08212963675305 leaf_count=2545 73 264 internal_value=0 1.0134e-05 internal_weight=0 101.59 internal_count=2882 2809 is_linear=0 shrinkage=0.000439788 Tree=9307 num_leaves=3 num_cat=0 split_feature=453 47 split_gain=2.5133 2.84182 threshold=1.0000000180025095e-35 0.09550500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.7637723883424168e-05 -0.00034583889920675219 0.00018946425902059287 leaf_weight=86.422209550766183 3.9003878598741712 15.026374890731857 leaf_count=2545 73 264 internal_value=0 1.30677e-05 internal_weight=0 101.449 internal_count=2882 2809 is_linear=0 shrinkage=0.000439788 Tree=9308 num_leaves=4 num_cat=0 split_feature=4 42 2 split_gain=2.46131 2.37564 2.18993 threshold=-0.49096999999999996 0.086325000000000013 0.090705000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025761344848506903 0.0032965029814154894 -0.0049168697616929118 -0.030657446905078569 leaf_weight=1.7379039283259761 74.514502943219213 23.221715558647702 2.313476934315986 leaf_count=42 1636 1028 101 internal_value=0 0.00134446 -0.0164562 internal_weight=0 97.7362 4.05138 internal_count=2807 2664 143 is_linear=0 shrinkage=0.0224292 Tree=9309 num_leaves=4 num_cat=0 split_feature=42 0 133 split_gain=2.43722 2.80636 2.48923 threshold=0.086325000000000013 0.048695000000000009 -0.15835999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00038928885898089016 -6.5490102959125815e-05 -0.00064850106855748131 3.4220809630236512e-05 leaf_weight=4.00669963095197 22.828008571331342 1.6985443156445388 74.421432759143499 leaf_count=162 1002 43 1600 internal_value=0 -0.000106339 5.24507e-05 internal_weight=0 24.5266 78.4281 internal_count=2807 1045 1762 is_linear=0 shrinkage=0.000439788 Tree=9310 num_leaves=4 num_cat=0 split_feature=4 42 2 split_gain=2.34279 2.30685 2.11816 threshold=-0.49096999999999996 0.086325000000000013 0.090705000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.111296476088836e-05 6.4143986908680916e-05 -9.4037384863909277e-05 -0.00058956403458064184 leaf_weight=1.7468286634539243 74.944761459589245 23.379332167529356 2.3006822456081863 leaf_count=42 1636 1028 101 internal_value=0 2.65209e-05 -0.000314118 internal_weight=0 98.3241 4.04751 internal_count=2807 2664 143 is_linear=0 shrinkage=0.000439788 Tree=9311 num_leaves=4 num_cat=0 split_feature=4 42 2 split_gain=2.36079 2.27204 2.11758 threshold=-0.49096999999999996 0.086325000000000013 0.090705000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0025214249021158416 0.0032257454830238157 -0.0048073152943164501 -0.030219963587012282 leaf_weight=1.7379411735455494 74.511732946668872 23.216142981080338 2.2930941096565221 leaf_count=42 1636 1028 101 internal_value=0 0.00131685 -0.0161585 internal_weight=0 97.7279 4.03104 internal_count=2807 2664 143 is_linear=0 shrinkage=0.0224292 Tree=9312 num_leaves=3 num_cat=0 split_feature=1375 1374 split_gain=2.6946 1.68559 threshold=-0.43271999999999994 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020685562477308898 0.0026030307130308862 -0.01533029283824925 leaf_weight=2.6621053133276282 95.078820393561728 2.6930574348843939 leaf_count=15 2731 75 internal_value=0 0.00210617 internal_weight=0 97.7719 internal_count=2821 2806 is_linear=0 shrinkage=0.0224292 Tree=9313 num_leaves=3 num_cat=0 split_feature=1375 1374 split_gain=2.53878 1.60183 threshold=-0.43271999999999994 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039081872223015488 5.0662304293337703e-05 -0.0002898889044203223 leaf_weight=2.6840329352999097 95.988999164135294 2.7290608268740462 leaf_count=15 2731 75 internal_value=0 4.11935e-05 internal_weight=0 98.7181 internal_count=2821 2806 is_linear=0 shrinkage=0.000439788 Tree=9314 num_leaves=3 num_cat=0 split_feature=1375 1374 split_gain=2.57181 1.61303 threshold=-0.43271999999999994 0.087785000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020199968778541973 0.0025445630358275641 -0.01501937700133989 leaf_weight=2.663907461683265 95.086003671725393 2.6864421510144885 leaf_count=15 2731 75 internal_value=0 0.00205913 internal_weight=0 97.7724 internal_count=2821 2806 is_linear=0 shrinkage=0.0224292 Tree=9315 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=2.45745 1.57065 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019740063164162363 -0.0051446753113234345 0.0031417898994296452 leaf_weight=2.6652592750033355 13.304407877023548 84.451189898401935 leaf_count=15 762 2044 internal_value=0 0.00201323 internal_weight=0 97.7556 internal_count=2821 2806 is_linear=0 shrinkage=0.0224292 Tree=9316 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=2.51351 3.27814 0.700783 threshold=-0.24436499999999997 -0.18995499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075264295918571716 -0.028696479622620032 -0.0020186953152926271 0.017899225729789074 leaf_weight=1.7256874154554678 2.3595110988462684 89.977040987613691 3.9234772028485159 leaf_count=28 76 2539 195 internal_value=0 -0.00270619 0.0126815 internal_weight=0 92.3366 5.64916 internal_count=2838 2615 223 is_linear=0 shrinkage=0.0224292 Tree=9317 num_leaves=4 num_cat=0 split_feature=1 0 454 split_gain=2.55754 3.18716 3.10568 threshold=0.10459000000000002 -0.1171 0.085470000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010188211496515464 -0.00010100140538153826 0.00019166851824011237 0.00036637963777968937 leaf_weight=66.027416963817814 12.172685354467832 17.553354718573246 2.8395727470633565 leaf_count=2193 178 440 27 internal_value=0 7.18335e-05 -8.24782e-05 internal_weight=0 29.726 68.867 internal_count=2838 618 2220 is_linear=0 shrinkage=0.000439788 Tree=9318 num_leaves=4 num_cat=0 split_feature=15 15 159 split_gain=2.45286 3.17003 0.71978 threshold=-0.24436499999999997 -0.18995499999999996 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=9.7289257409270622e-06 -0.00055307884708548903 -3.8322720450631055e-05 0.00034928809136671688 leaf_weight=1.7383922243025152 2.355501293701308 90.828871744727621 3.9422648623640262 leaf_count=28 76 2539 195 internal_value=0 -5.14453e-05 0.000245757 internal_weight=0 93.1844 5.68066 internal_count=2838 2615 223 is_linear=0 shrinkage=0.000439788 Tree=9319 num_leaves=4 num_cat=0 split_feature=1 0 454 split_gain=2.61002 3.13934 3.10681 threshold=0.10459000000000002 -0.16936499999999996 0.085470000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00010082615190964093 -0.00016438377380227981 0.00015970694969563286 0.00036735421401678695 leaf_weight=65.918774429910172 7.8282666564045966 21.947931054326546 2.8418831217568359 leaf_count=2193 86 532 27 internal_value=0 7.44516e-05 -8.13796e-05 internal_weight=0 29.7762 68.7607 internal_count=2838 618 2220 is_linear=0 shrinkage=0.000439788 Tree=9320 num_leaves=4 num_cat=0 split_feature=15 51 12 split_gain=2.39358 3.60085 2.91441 threshold=0.088235000000000022 0.084930000000000019 0.086885000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.0699468602927221e-05 -0.00020025999682882448 0.0001431360900833855 0.00022740448084761772 leaf_weight=65.109427875743677 3.8556921421077304 17.654112484511643 15.093424979626432 leaf_count=1836 120 319 546 internal_value=0 -3.29316e-05 0.000140271 internal_weight=0 82.7635 18.9491 internal_count=2821 2155 666 is_linear=0 shrinkage=0.000439788 Tree=9321 num_leaves=3 num_cat=0 split_feature=133 15 split_gain=2.29797 2.21548 threshold=-0.38664499999999996 0.083995000000000014 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00052586196248583308 -3.1868329396976899e-05 0.00012146659438952454 leaf_weight=1.5852235345760153 76.459104336032397 23.908183271458256 leaf_count=155 1765 901 internal_value=0 4.67326e-06 internal_weight=0 100.367 internal_count=2821 2666 is_linear=0 shrinkage=0.000439788 Tree=9322 num_leaves=4 num_cat=0 split_feature=15 51 403 split_gain=2.43832 4.09777 3.66723 threshold=0.083995000000000014 0.084930000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.004788686966440964 -0.022652725492750013 0.0076206750655809169 0.0088350185542329287 leaf_weight=59.661748265069491 2.0142364376270079 17.239597819606388 22.00378207265021 leaf_count=1550 469 296 506 internal_value=0 -0.00200558 0.00617845 internal_weight=0 76.9013 24.018 internal_count=2821 1846 975 is_linear=0 shrinkage=0.0224292 Tree=9323 num_leaves=4 num_cat=0 split_feature=15 51 403 split_gain=2.33317 3.91896 3.5472 threshold=0.083995000000000014 0.084930000000000019 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0046812995083247164 -0.022638853818364821 0.0074614937587369132 0.0086374384798737786 leaf_weight=59.661942234588423 1.9707664326133478 17.213172884455162 22.002747380953224 leaf_count=1550 469 296 506 internal_value=0 -0.00196122 0.00605037 internal_weight=0 76.8751 23.9735 internal_count=2821 1846 975 is_linear=0 shrinkage=0.0224292 Tree=9324 num_leaves=4 num_cat=0 split_feature=3 0 15 split_gain=2.29212 3.13488 2.04379 threshold=-0.10315499999999998 -0.032619999999999989 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0093201768390335244 -0.0011208076189767502 -0.014857947174216986 -0.0086559936525888569 leaf_weight=16.126479950367415 75.322228075931889 9.3815760246798146 3.9466730308122342 leaf_count=278 2294 194 110 internal_value=0 -0.0026453 0.00578093 internal_weight=0 84.7038 20.0732 internal_count=2876 2488 388 is_linear=0 shrinkage=0.0224292 Tree=9325 num_leaves=4 num_cat=0 split_feature=3 1186 15 split_gain=2.2391 2.78052 2.00955 threshold=-0.10315499999999998 0.085080000000000003 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018143101842781956 -6.6563804932138256e-05 0.00033132091397713998 -0.00016696989433653126 leaf_weight=16.214474264572349 81.75812734131614 3.525492064873105 3.9728576605848493 leaf_count=278 2432 56 110 internal_value=0 -5.00454e-05 0.000112773 internal_weight=0 85.2836 20.1873 internal_count=2876 2488 388 is_linear=0 shrinkage=0.000439788 Tree=9326 num_leaves=4 num_cat=0 split_feature=3 0 15 split_gain=2.19334 2.98904 1.95887 threshold=-0.10315499999999998 -0.032619999999999989 0.076335000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0091416436896991134 -0.0010951654532685765 -0.014504029342328103 -0.0084708505076090991 leaf_weight=16.073081785883009 75.326329090546096 9.3892874646007822 3.9421908976946716 leaf_count=278 2294 194 110 internal_value=0 -0.00258424 0.00566793 internal_weight=0 84.7156 20.0153 internal_count=2876 2488 388 is_linear=0 shrinkage=0.0224292 Tree=9327 num_leaves=4 num_cat=0 split_feature=3 0 52 split_gain=2.09469 2.78331 1.86094 threshold=-0.10600999999999998 -0.032619999999999989 0.080420000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00019105121460582676 -2.1165665492986061e-05 -0.00027318813627959964 -0.0001100963052442107 leaf_weight=14.519976493239485 76.145404445523127 9.5187046552564407 5.4446292737811737 leaf_count=271 2304 198 103 internal_value=0 -4.92242e-05 0.000108897 internal_weight=0 85.6641 19.9646 internal_count=2876 2502 374 is_linear=0 shrinkage=0.000439788 Tree=9328 num_leaves=4 num_cat=0 split_feature=16 43 43 split_gain=1.8529 4.63884 2.53758 threshold=0.06763000000000001 0.12326000000000002 0.096985000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.5059598824657735e-05 -0.00018264280936255392 0.00036967023537326125 -0.00023660646408101227 leaf_weight=79.364995496772281 17.577277467857133 3.5131430491092024 5.3778138346224287 leaf_count=2062 507 31 242 internal_value=0 -9.039e-05 5.52323e-05 internal_weight=0 21.0904 84.7428 internal_count=2842 538 2304 is_linear=0 shrinkage=0.000439788 Tree=9329 num_leaves=3 num_cat=0 split_feature=457 456 split_gain=1.7985 2.64241 threshold=-0.15747999999999998 0.087055000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034442775941276879 2.7183418834730709e-05 -0.00036591023792621838 leaf_weight=3.2711747819557777 99.432716666017313 3.4021845999450298 leaf_count=37 2647 158 internal_value=0 1.41128e-05 internal_weight=0 102.835 internal_count=2842 2805 is_linear=0 shrinkage=0.000439788 Tree=9330 num_leaves=3 num_cat=0 split_feature=457 456 split_gain=1.84675 2.64922 threshold=-0.15747999999999998 0.087055000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034699503462448281 2.5708319169767989e-05 -0.0003674058439234337 leaf_weight=3.2782720930408678 99.7381400876111 3.4105730587989447 leaf_count=37 2647 158 internal_value=0 1.26446e-05 internal_weight=0 103.149 internal_count=2842 2805 is_linear=0 shrinkage=0.000439788 Tree=9331 num_leaves=3 num_cat=0 split_feature=457 456 split_gain=1.77824 2.89124 threshold=-0.15747999999999998 0.087055000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034248541447464 2.8067374225925643e-05 -0.00037948322651680841 leaf_weight=3.277041903929784 99.992105270046522 3.4649537111954478 leaf_count=37 2647 158 internal_value=0 1.43503e-05 internal_weight=0 103.457 internal_count=2842 2805 is_linear=0 shrinkage=0.000439788 Tree=9332 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=2.4717 3.03699 threshold=-0.016839999999999997 0.064660000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045973390327620729 -0.00014263618746986065 4.7561057702925657e-05 leaf_weight=2.3780790435012014 20.519666161972964 77.519558925715501 leaf_count=96 610 2127 internal_value=0 7.73264e-06 internal_weight=0 98.0392 internal_count=2833 2737 is_linear=0 shrinkage=0.000439788 Tree=9333 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=2.38679 2.93671 threshold=-0.016839999999999997 0.064660000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02343716665088276 -0.0072210130354338521 0.0023724851993188094 leaf_weight=2.2904561804079995 20.278360899606923 76.730568410380783 leaf_count=96 610 2127 internal_value=0 0.000366072 internal_weight=0 97.0089 internal_count=2833 2737 is_linear=0 shrinkage=0.0224292 Tree=9334 num_leaves=3 num_cat=0 split_feature=9 2 split_gain=2.44899 2.9314 threshold=-0.016839999999999997 0.064660000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046034453620028297 -0.00014147761473693468 4.5700369988335379e-05 leaf_weight=2.3364783668239388 20.443947261608628 77.348189130945229 leaf_count=96 610 2127 internal_value=0 6.54987e-06 internal_weight=0 97.7921 internal_count=2833 2737 is_linear=0 shrinkage=0.000439788 Tree=9335 num_leaves=4 num_cat=0 split_feature=52 42 13 split_gain=2.34292 2.5478 0.669351 threshold=0.18829500000000002 -1.0000000180025095e-35 -0.006219999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013630776991879 -0.00047804470020068054 6.4166422260431802e-05 -0.00012084476688102805 leaf_weight=14.408293419137406 2.0925774145262039 81.67306067476693 1.9862088516856591 leaf_count=730 232 1774 97 internal_value=0 3.40823e-05 -0.000305476 internal_weight=0 96.0814 4.07879 internal_count=2833 2504 329 is_linear=0 shrinkage=0.000439788 Tree=9336 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=2.55342 2.72558 threshold=-0.24467499999999998 -0.010339999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035824180552977036 5.7802908245457765e-05 -8.9586614434621189e-05 leaf_weight=3.6670763076026551 49.332502568594464 47.723929000515 leaf_count=29 1743 1087 internal_value=0 -1.46738e-05 internal_weight=0 97.0564 internal_count=2859 2830 is_linear=0 shrinkage=0.000439788 Tree=9337 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=2.50427 2.77569 threshold=-0.24467499999999998 -0.010339999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035583032863340138 5.8702450211354675e-05 -9.0019648186062787e-05 leaf_weight=3.646446128869683 49.311041808835398 47.764467840100224 leaf_count=29 1743 1087 internal_value=0 -1.44772e-05 internal_weight=0 97.0755 internal_count=2859 2830 is_linear=0 shrinkage=0.000439788 Tree=9338 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=2.489 2.81684 threshold=-0.24467499999999998 -0.010339999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018063429542211022 0.0029875003786004762 -0.004691979873756592 leaf_weight=3.6369123760996436 48.810128794149932 47.290396609333584 leaf_count=29 1743 1087 internal_value=0 -0.000791699 internal_weight=0 96.1005 internal_count=2859 2830 is_linear=0 shrinkage=0.0224292 Tree=9339 num_leaves=3 num_cat=0 split_feature=1375 13 split_gain=2.42418 2.63704 threshold=-0.24467499999999998 -0.010339999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00035077138239806579 5.7489148009086281e-05 -8.7644449688998349e-05 leaf_weight=3.6399276835227274 49.213506301342477 47.631099762950726 leaf_count=29 1743 1087 internal_value=0 -1.38951e-05 internal_weight=0 96.8446 internal_count=2859 2830 is_linear=0 shrinkage=0.000439788 Tree=9340 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=2.56153 2.40877 threshold=0.12156000000000002 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052180286881188249 -0.000324931865179427 2.8663592746880364e-05 leaf_weight=1.5436111561557471 4.3367960980740454 95.489869586023815 leaf_count=161 112 2604 internal_value=0 1.98058e-05 internal_weight=0 97.0335 internal_count=2877 2765 is_linear=0 shrinkage=0.000439788 Tree=9341 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=2.4728 2.46851 threshold=0.12156000000000002 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052706482258629101 -0.00031882406202710421 2.8987375062854562e-05 leaf_weight=1.5504468055387395 4.3334852763473455 95.560444051548075 leaf_count=161 112 2604 internal_value=0 2.00077e-05 internal_weight=0 97.1109 internal_count=2877 2765 is_linear=0 shrinkage=0.000439788 Tree=9342 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=2.54707 2.39767 threshold=0.12156000000000002 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00051960886121197073 -0.0003200531027861111 3.1336330848963182e-05 leaf_weight=1.5335202653177464 4.3677327508630688 95.620816880847997 leaf_count=161 112 2604 internal_value=0 2.25396e-05 internal_weight=0 97.1543 internal_count=2877 2765 is_linear=0 shrinkage=0.000439788 Tree=9343 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=2.59786 2.3818 threshold=0.12156000000000002 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00052072831609546635 -0.00032651279568575697 2.9723566497615829e-05 leaf_weight=1.5259741758582084 4.3298024877767594 95.28045186545296 leaf_count=161 112 2604 internal_value=0 2.09457e-05 internal_weight=0 96.8064 internal_count=2877 2765 is_linear=0 shrinkage=0.000439788 Tree=9344 num_leaves=4 num_cat=0 split_feature=376 39 1 split_gain=1.62607 1.91018 0.787859 threshold=0.048375000000000008 -1.0000000180025095e-35 0.092770000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00032963504832778806 7.4927941964975838e-05 2.9813056577224141e-05 0.00037341092260230268 leaf_weight=2.9255007187457513 3.1183354235254219 99.002142626283785 3.8010939593732473 leaf_count=49 24 2646 126 internal_value=0 1.94365e-05 0.000239472 internal_weight=0 101.928 6.91943 internal_count=2845 2695 150 is_linear=0 shrinkage=0.000439788 Tree=9345 num_leaves=3 num_cat=0 split_feature=457 16 split_gain=1.64057 1.98035 threshold=-0.14941999999999997 -0.27860999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034374149110767298 -0.00011585505855743342 4.9337644611708919e-05 leaf_weight=3.163452452979981 16.650764674164748 88.835160768634523 leaf_count=34 373 2438 internal_value=0 2.3246e-05 internal_weight=0 105.486 internal_count=2845 2811 is_linear=0 shrinkage=0.000439788 Tree=9346 num_leaves=3 num_cat=0 split_feature=457 16 split_gain=1.64356 1.91266 threshold=-0.14941999999999997 -0.27860999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034371623305265697 -0.00011559502957731314 4.7565536067092486e-05 leaf_weight=3.1420194015372536 16.479695196767352 88.086547031100054 leaf_count=34 373 2438 internal_value=0 2.18349e-05 internal_weight=0 104.566 internal_count=2845 2811 is_linear=0 shrinkage=0.000439788 Tree=9347 num_leaves=3 num_cat=0 split_feature=457 16 split_gain=1.62647 2.00811 threshold=-0.14941999999999997 -0.27860999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.017513734916034349 -0.0060577261103710173 0.0024854860294478316 leaf_weight=3.1248110251035532 16.412171432590185 87.802755264459847 leaf_count=34 373 2438 internal_value=0 0.0011392 internal_weight=0 104.215 internal_count=2845 2811 is_linear=0 shrinkage=0.0224292 Tree=9348 num_leaves=3 num_cat=0 split_feature=47 484 split_gain=2.47874 2.39613 threshold=0.13206500000000002 0.092160000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0030677508763867095 -0.018423312036381052 -0.016371983666648628 leaf_weight=95.340778206621508 2.937989260419271 3.2813656962666746 leaf_count=2579 61 195 internal_value=0 0.00241791 internal_weight=0 98.6221 internal_count=2835 2774 is_linear=0 shrinkage=0.0224292 Tree=9349 num_leaves=4 num_cat=0 split_feature=484 42 1 split_gain=2.33095 2.34024 1.46091 threshold=0.092160000000000006 -0.11244999999999998 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0003464434212516573 -0.00057576283221461174 6.0137881722106159e-05 -6.5332350044508908e-06 leaf_weight=2.7992713203930171 1.8906163125393498 96.498491197427938 1.6057067327637922 leaf_count=157 132 2481 65 internal_value=0 4.86117e-05 -0.000315796 internal_weight=0 99.2978 3.49632 internal_count=2835 2638 197 is_linear=0 shrinkage=0.000439788 Tree=9350 num_leaves=3 num_cat=0 split_feature=47 43 split_gain=2.3771 2.47197 threshold=0.13206500000000002 -0.074359999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0069184900125925618 -0.018092813809682425 -0.00040373389570676243 leaf_weight=37.273446383734154 2.9237696315394706 61.349462188840789 leaf_count=1104 61 1670 internal_value=0 0.00236442 internal_weight=0 98.6229 internal_count=2835 2774 is_linear=0 shrinkage=0.0224292 Tree=9351 num_leaves=4 num_cat=0 split_feature=484 47 1 split_gain=2.28787 2.14924 1.47847 threshold=0.092160000000000006 0.13206500000000002 0.11201500000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6801487655196064e-05 -0.00057918762792661576 -0.00033441728196442901 -3.7395146187780839e-06 leaf_weight=95.944037189811752 1.8762752036818704 2.7763183212518916 1.5867319860262794 leaf_count=2579 132 59 65 internal_value=0 4.57367e-05 -0.000316986 internal_weight=0 98.7204 3.46301 internal_count=2835 2638 197 is_linear=0 shrinkage=0.000439788 Tree=9352 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=2.8081 2.85131 threshold=-0.23998999999999998 -0.097334999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022441845479447633 0.019916944470457925 0.00038711140707661069 leaf_weight=2.5861440121661863 3.8929208115732754 97.290819263222147 leaf_count=53 44 2783 internal_value=0 0.00114211 internal_weight=0 101.184 internal_count=2880 2827 is_linear=0 shrinkage=0.0224292 Tree=9353 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=2.70438 2.74454 threshold=-0.23998999999999998 -0.097334999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022115289085826696 0.019597585491340073 0.00037843388574454093 leaf_weight=2.5659815603867164 3.8682143082260145 97.289951156175903 leaf_count=53 44 2783 internal_value=0 0.00111692 internal_weight=0 101.158 internal_count=2880 2827 is_linear=0 shrinkage=0.0224292 Tree=9354 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=2.53239 2.60427 threshold=-0.23998999999999998 -0.097334999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042206534171269103 0.00037357271448000307 6.5282603505328246e-06 leaf_weight=2.5443938692333168 3.8677318120026021 98.223242475346524 leaf_count=53 44 2783 internal_value=0 2.0501e-05 internal_weight=0 102.091 internal_count=2880 2827 is_linear=0 shrinkage=0.000439788 Tree=9355 num_leaves=3 num_cat=0 split_feature=0 150 split_gain=2.57581 2.60957 threshold=-0.23998999999999998 -0.097334999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00042337117525407901 0.00037614390373963034 9.2969965295249712e-06 leaf_weight=2.5405175731284535 3.880275798845104 98.25831651495173 leaf_count=53 44 2783 internal_value=0 2.33013e-05 internal_weight=0 102.139 internal_count=2880 2827 is_linear=0 shrinkage=0.000439788 Tree=9356 num_leaves=4 num_cat=0 split_feature=12 1 456 split_gain=2.22663 3.23264 1.93929 threshold=0.10864500000000002 0.12485500000000001 -0.030409999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003526132330850628 -0.00047257950162353101 0.00027761911761215455 4.4523846019217072e-05 leaf_weight=2.4160442128777495 3.8033673653117139 1.5513953934714662 101.98127996524818 leaf_count=59 190 47 2591 internal_value=0 -0.000255016 3.52702e-05 internal_weight=0 5.35476 104.397 internal_count=2887 237 2650 is_linear=0 shrinkage=0.000439788 Tree=9357 num_leaves=4 num_cat=0 split_feature=12 1 456 split_gain=2.20002 2.67677 1.92853 threshold=0.10864500000000002 0.12212000000000002 -0.030409999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.018119471243784574 -0.024547785287163677 0.0092021948769504033 0.002214733321834248 leaf_weight=2.383238504844484 3.4674632572023247 1.7762049850716719 100.99967708649365 leaf_count=59 188 49 2591 internal_value=0 -0.0131236 0.00174272 internal_weight=0 5.24367 103.383 internal_count=2887 237 2650 is_linear=0 shrinkage=0.0224292 Tree=9358 num_leaves=4 num_cat=0 split_feature=12 1 43 split_gain=2.07858 2.61157 1.91075 threshold=0.10864500000000002 0.12212000000000002 -0.17307499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00023319459710446864 -0.00047304454253274073 0.0001791834269196128 1.5500098535595869e-05 leaf_weight=8.4729545733052856 3.448342362056791 1.7931211081449872 95.494963196209937 leaf_count=137 188 49 2513 internal_value=0 -0.000250075 3.32809e-05 internal_weight=0 5.24146 103.968 internal_count=2887 237 2650 is_linear=0 shrinkage=0.000439788 Tree=9359 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.72358 3.91095 threshold=-0.50992999999999988 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00033299604962592968 -0.0005465660508003256 2.1898842163572924e-05 leaf_weight=3.2558014101523431 2.3758674174605394 103.48660598366405 leaf_count=46 59 2782 internal_value=0 9.04455e-06 internal_weight=0 105.862 internal_count=2887 2841 is_linear=0 shrinkage=0.000439788 Tree=9360 num_leaves=4 num_cat=0 split_feature=483 42 2 split_gain=2.19218 1.93925 1.36532 threshold=0.083960000000000021 0.099040000000000017 0.11474000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0006292099091516803 -0.024158455206289092 -0.012211802614936934 0.00019760693765030554 leaf_weight=86.910543691270959 3.214011359425057 6.3294654701739992 1.8033380665665388 leaf_count=2186 245 338 59 internal_value=0 -0.000244805 -0.0154368 internal_weight=0 93.24 5.01735 internal_count=2828 2524 304 is_linear=0 shrinkage=0.0224292 Tree=9361 num_leaves=3 num_cat=0 split_feature=480 42 split_gain=2.18529 1.67785 threshold=0.08456000000000001 0.098960000000000006 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0003386703352039963 -0.021646604790174457 -0.011511375076183028 leaf_weight=89.278038782050317 2.4941824112202076 6.4256794073280608 leaf_count=2271 199 358 internal_value=0 -0.000459095 internal_weight=0 95.7037 internal_count=2828 2629 is_linear=0 shrinkage=0.0224292 Tree=9362 num_leaves=4 num_cat=0 split_feature=483 42 2 split_gain=2.08662 1.78647 1.34173 threshold=0.083960000000000021 0.099040000000000017 0.11474000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00061384848533206074 -0.02388143201271473 -0.011738688511638772 0.00033602494773110126 leaf_weight=86.887962271466677 3.1616430704380027 6.29905952932313 1.802606864046538 leaf_count=2186 245 338 59 internal_value=0 -0.000223365 -0.01512 internal_weight=0 93.187 4.96425 internal_count=2828 2524 304 is_linear=0 shrinkage=0.0224292 Tree=9363 num_leaves=3 num_cat=0 split_feature=1456 4 split_gain=1.96691 1.5619 threshold=1.0000000180025095e-35 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.001473027564648978 -0.019731986480768945 0.0074067419310183801 leaf_weight=84.099196233509247 2.710318954774265 11.285114538733977 leaf_count=2254 243 331 internal_value=0 -0.000421172 internal_weight=0 95.3843 internal_count=2828 2585 is_linear=0 shrinkage=0.0224292 Tree=9364 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3.48684 2.62585 threshold=0.13923000000000002 -0.070894999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0030338818132720825 -0.020764907389137353 0.0057216294247165499 leaf_weight=69.395771638288807 4.6316604725034258 22.903554874497786 leaf_count=2082 66 649 internal_value=0 -0.000860517 internal_weight=0 92.2993 internal_count=2797 2731 is_linear=0 shrinkage=0.0224292 Tree=9365 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=2.93894 2.47293 threshold=0.13923000000000002 -0.4290699999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046297206956906207 -0.00037066788778356257 -5.1803703686040061e-06 leaf_weight=2.321721334737048 4.747076060044491 91.251973654341782 leaf_count=249 66 2482 internal_value=0 -1.66311e-05 internal_weight=0 93.5737 internal_count=2797 2731 is_linear=0 shrinkage=0.000439788 Tree=9366 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3.30756 2.5103 threshold=0.13923000000000002 -0.070894999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0029656004771847263 -0.020187964081164807 0.0055966369460252983 leaf_weight=69.402785740850049 4.6514774159022627 22.891852758764799 leaf_count=2082 66 649 internal_value=0 -0.000841189 internal_weight=0 92.2946 internal_count=2797 2731 is_linear=0 shrinkage=0.0224292 Tree=9367 num_leaves=3 num_cat=0 split_feature=0 0 split_gain=3.14759 2.40023 threshold=0.13923000000000002 -0.070894999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.002899533362138767 -0.019662054623208872 0.0054754642511064188 leaf_weight=69.392593314898932 4.6690817954058721 22.874267978799253 leaf_count=2082 66 649 internal_value=0 -0.000822549 internal_weight=0 92.2669 internal_count=2797 2731 is_linear=0 shrinkage=0.0224292 Tree=9368 num_leaves=4 num_cat=0 split_feature=1 43 1 split_gain=2.23007 4.96212 1.54165 threshold=0.10400500000000001 -0.17307499999999998 0.11181500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025819387126791175 0.00022319920241994183 -0.00011217558442559488 8.0900680339192377e-06 leaf_weight=7.919915223786119 9.4332091382839298 58.964681916320842 20.252429370431855 leaf_count=144 165 1984 490 internal_value=0 -6.82584e-05 7.65449e-05 internal_weight=0 66.8846 29.6856 internal_count=2783 2128 655 is_linear=0 shrinkage=0.000439788 Tree=9369 num_leaves=4 num_cat=0 split_feature=1 43 0 split_gain=2.18739 4.93766 1.54245 threshold=0.10400500000000001 -0.17307499999999998 -0.017269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00025924016741867755 3.8062227469965928e-05 -0.00010897156504702176 0.00032901777393268728 leaf_weight=7.9767947959094263 25.854033584293578 59.185843775032936 4.0624978437335804 leaf_count=144 503 1984 152 internal_value=0 -6.51784e-05 7.7757e-05 internal_weight=0 67.1626 29.9165 internal_count=2783 2128 655 is_linear=0 shrinkage=0.000439788 Tree=9370 num_leaves=4 num_cat=0 split_feature=0 1186 43 split_gain=2.16219 3.64029 2.93658 threshold=-0.077944999999999987 0.085080000000000003 -0.062434999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00010406699002641071 0.0001757936315018637 0.00036199063999625393 -6.9890522966277932e-05 leaf_weight=55.542210624869767 19.597990232456141 3.4238116079941383 18.068772547787376 leaf_count=1715 452 47 569 internal_value=0 -7.68973e-05 5.79631e-05 internal_weight=0 58.966 37.6668 internal_count=2783 1762 1021 is_linear=0 shrinkage=0.000439788 Tree=9371 num_leaves=3 num_cat=0 split_feature=43 1 split_gain=2.16047 2.67233 threshold=-0.51323999999999992 0.10400500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003259471563276297 -8.3648613328906349e-05 7.5983732191113709e-05 leaf_weight=3.3430340784543651 63.752635127844769 29.725894784380216 leaf_count=41 2089 653 internal_value=0 -3.28808e-05 internal_weight=0 93.4785 internal_count=2783 2742 is_linear=0 shrinkage=0.000439788 Tree=9372 num_leaves=4 num_cat=0 split_feature=42 151 15 split_gain=2.69479 3.54267 2.14457 threshold=-0.088709999999999983 -0.083449999999999983 -0.036279999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0047891448265976301 0.0077040547832772747 -0.0042130814756406601 0.017003239430467915 leaf_weight=3.352823537094082 15.142228113863892 72.8393741784339 6.98091154236681 leaf_count=128 287 2207 216 internal_value=0 -0.00216084 0.00993681 internal_weight=0 87.9816 10.3337 internal_count=2838 2494 344 is_linear=0 shrinkage=0.0224292 Tree=9373 num_leaves=4 num_cat=0 split_feature=42 151 15 split_gain=2.56057 3.33037 2.11599 threshold=-0.088709999999999983 -0.083449999999999983 -0.036279999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.3904806458364689e-05 0.00014822649831230022 -7.7673938957650862e-05 0.00032884784673366333 leaf_weight=3.3825633289270627 15.222283276800225 73.461667124884116 7.0246383010016853 leaf_count=128 287 2207 216 internal_value=0 -3.88754e-05 0.000191524 internal_weight=0 88.684 10.4072 internal_count=2838 2494 344 is_linear=0 shrinkage=0.000439788 Tree=9374 num_leaves=4 num_cat=0 split_feature=3 42 11 split_gain=2.59253 2.81865 2.22349 threshold=-0.10315499999999998 -0.088709999999999983 0.08184000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00021743110476087283 0.00019078803317338573 -7.8228293490283695e-05 -0.00012462522757345851 leaf_weight=14.288549912231248 8.3948494599098904 71.994500179349416 4.9321423440405843 leaf_count=222 266 2201 149 internal_value=0 -5.0097e-05 0.000129621 internal_weight=0 80.3893 19.2207 internal_count=2838 2467 371 is_linear=0 shrinkage=0.000439788 Tree=9375 num_leaves=4 num_cat=0 split_feature=42 151 15 split_gain=2.63413 3.37688 2.0668 threshold=-0.088709999999999983 -0.083449999999999983 -0.036279999999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-8.916953366585959e-05 0.00014757750989787338 -7.9251290328585436e-05 0.00032864036967455968 leaf_weight=3.3791365839269929 15.311620891377968 73.816446350274418 7.0410023202566645 leaf_count=128 287 2207 216 internal_value=0 -4.02603e-05 0.000193234 internal_weight=0 89.1281 10.4201 internal_count=2838 2494 344 is_linear=0 shrinkage=0.000439788 Tree=9376 num_leaves=3 num_cat=0 split_feature=1212 480 split_gain=2.26114 1.77808 threshold=-1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045204763197236161 3.1750629542945063e-05 -0.00032902015331330944 leaf_weight=1.9692207969856088 94.808071714115613 2.6989787517022696 leaf_count=217 2395 218 internal_value=0 2.17021e-05 internal_weight=0 97.5071 internal_count=2830 2613 is_linear=0 shrinkage=0.000439788 Tree=9377 num_leaves=4 num_cat=0 split_feature=12 12 42 split_gain=2.57564 3.19758 1.76399 threshold=0.097325000000000009 0.092355000000000007 0.101955 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4644224588699409e-06 0.00022589309927404869 -0.00030768186590980417 -0.00015705872701682352 leaf_weight=75.059940462419945 14.929669185668901 6.7712542239714812 2.7412179313923835 leaf_count=1965 350 373 142 internal_value=0 -1.86785e-05 0.000166382 internal_weight=0 81.8312 17.6709 internal_count=2830 2338 492 is_linear=0 shrinkage=0.000439788 Tree=9378 num_leaves=4 num_cat=0 split_feature=12 2 42 split_gain=2.57837 3.21495 1.74393 threshold=0.097325000000000009 0.086635000000000004 0.101955 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013481384459722496 0.0002227863696066788 4.5075404740602163e-05 -0.00015653747498598958 leaf_weight=30.591136039261983 14.892589375926947 51.602448998438376 2.7673495911003547 leaf_count=1051 350 1287 142 internal_value=0 -2.18922e-05 0.000163241 internal_weight=0 82.1936 17.6599 internal_count=2830 2338 492 is_linear=0 shrinkage=0.000439788 Tree=9379 num_leaves=4 num_cat=0 split_feature=12 2 42 split_gain=2.53167 3.23891 1.71507 threshold=0.097325000000000009 0.086635000000000004 0.101955 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013427721342954062 0.00022199394445384158 4.6535545875806763e-05 -0.00015453400178614166 leaf_weight=30.511604431087108 14.858502673367186 51.438551368510161 2.7623484952637218 leaf_count=1051 350 1287 142 internal_value=0 -2.08001e-05 0.000162864 internal_weight=0 81.9502 17.6209 internal_count=2830 2338 492 is_linear=0 shrinkage=0.000439788 Tree=9380 num_leaves=4 num_cat=0 split_feature=43 1 0 split_gain=2.00855 2.24268 1.34999 threshold=-0.15765999999999997 0.13130500000000003 -0.019414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.5884425249003254e-05 -1.8466127163596445e-05 0.00025246941384466759 0.00038340348913668183 leaf_weight=9.26237599435626 86.736165225149307 6.3219354712837221 4.3200600874006332 leaf_count=190 2435 192 40 internal_value=0 -1.20115e-08 0.000180919 internal_weight=0 93.0581 13.5824 internal_count=2857 2627 230 is_linear=0 shrinkage=0.000439788 Tree=9381 num_leaves=4 num_cat=0 split_feature=43 1 0 split_gain=1.98201 2.25188 1.32741 threshold=-0.15765999999999997 0.13130500000000003 -0.019414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.6156504503500899e-05 -1.786124616398321e-05 0.00025299644849455179 0.00038153254209213541 leaf_weight=9.2395160407468193 86.964030592290328 6.3525574706454782 4.3099150644029569 leaf_count=190 2435 192 40 internal_value=0 6.25454e-07 0.000180517 internal_weight=0 93.3166 13.5494 internal_count=2857 2627 230 is_linear=0 shrinkage=0.000439788 Tree=9382 num_leaves=4 num_cat=0 split_feature=43 1 0 split_gain=1.98415 2.22253 1.3291 threshold=-0.15765999999999997 0.13130500000000003 -0.019414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0043503988149043282 -0.00096787333975019635 0.012838060018598066 0.019473922427274495 leaf_weight=9.1822398045160281 86.316868942933979 6.2745466047163054 4.2806031525997232 leaf_count=190 2435 192 40 internal_value=0 -2.98471e-05 0.00917979 internal_weight=0 92.5914 13.4628 internal_count=2857 2627 230 is_linear=0 shrinkage=0.0224292 Tree=9383 num_leaves=4 num_cat=0 split_feature=43 376 0 split_gain=1.90228 2.18143 1.28994 threshold=-0.15765999999999997 0.086445000000000008 -0.019414999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0042538013710931768 -0.00064469091130062747 0.019220870734154558 0.019193876788405555 leaf_weight=9.1805806286283751 89.7171230332915 2.8506274811152243 4.2463166856177841 leaf_count=190 2562 65 40 internal_value=0 -2.90929e-05 0.00899921 internal_weight=0 92.5678 13.4269 internal_count=2857 2627 230 is_linear=0 shrinkage=0.0224292 Tree=9384 num_leaves=3 num_cat=0 split_feature=151 49 split_gain=2.44999 3.18546 threshold=0.086895000000000014 -0.31764499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.028327659335240948 0.013559483988381802 0.00060957288311447669 leaf_weight=1.9344049529754546 7.2117248884169376 94.052784139721098 leaf_count=20 101 2762 internal_value=0 2.08911e-05 internal_weight=0 95.9872 internal_count=2883 2782 is_linear=0 shrinkage=0.0224292 Tree=9385 num_leaves=3 num_cat=0 split_feature=4 151 split_gain=2.38385 2.563 threshold=0.51074000000000008 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00059112827031953369 0.022250952711095121 0.013303565254561818 leaf_weight=93.402646818181438 2.5574998381453034 7.1736158646817776 leaf_count=2645 144 94 internal_value=0 0.000402249 internal_weight=0 100.576 internal_count=2883 2739 is_linear=0 shrinkage=0.0224292 Tree=9386 num_leaves=3 num_cat=0 split_feature=4 151 split_gain=2.32281 2.45978 threshold=0.51074000000000008 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00057787186625168083 0.022146786828163942 0.013060143054680709 leaf_weight=93.402738691530885 2.5124947631738896 7.1441175735380957 leaf_count=2645 144 94 internal_value=0 0.00039344 internal_weight=0 100.547 internal_count=2883 2739 is_linear=0 shrinkage=0.0224292 Tree=9387 num_leaves=3 num_cat=0 split_feature=4 151 split_gain=2.26308 2.36044 threshold=0.51074000000000008 0.086895000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00056491271976906552 0.022041140691544649 0.012819700559237354 leaf_weight=93.40283695278913 2.468502836625702 7.1155538247257928 leaf_count=2645 144 94 internal_value=0 0.000384819 internal_weight=0 100.518 internal_count=2883 2739 is_linear=0 shrinkage=0.0224292 Tree=9388 num_leaves=4 num_cat=0 split_feature=401 3 2 split_gain=2.40496 1.87524 0.175808 threshold=0.077490000000000017 -0.077814999999999981 0.085910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.506899901716933e-05 -0.00046584345321970213 5.0916284425585682e-05 -0.00025567566291475447 leaf_weight=37.133038989753913 1.8832217472881887 59.343855901803181 1.455423886023709 leaf_count=1441 134 1092 142 internal_value=0 2.42049e-06 -0.000376199 internal_weight=0 96.4769 3.33865 internal_count=2809 2533 276 is_linear=0 shrinkage=0.000439788 Tree=9389 num_leaves=4 num_cat=0 split_feature=401 3 2 split_gain=2.41594 1.90714 0.175732 threshold=0.077490000000000017 -0.077814999999999981 0.085910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.4864331798119124e-05 -0.00046600373473148739 5.2244452321789761e-05 -0.00025574751827042431 leaf_weight=37.074820588920375 1.8811286791533341 59.355656118741535 1.4535648664277685 leaf_count=1441 134 1092 142 internal_value=0 3.36953e-06 -0.000376332 internal_weight=0 96.4305 3.33469 internal_count=2809 2533 276 is_linear=0 shrinkage=0.000439788 Tree=9390 num_leaves=4 num_cat=0 split_feature=401 3 2 split_gain=2.42443 1.85474 0.186148 threshold=0.077490000000000017 -0.077814999999999981 0.085910000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.3052659629211053e-05 -0.00046644303785170043 5.2069505733488777e-05 -0.00025111734702989324 leaf_weight=37.223041309379369 1.9038315407160546 59.539968808912818 1.45413566413481 leaf_count=1441 134 1092 142 internal_value=0 3.93227e-06 -0.000375145 internal_weight=0 96.763 3.35797 internal_count=2809 2533 276 is_linear=0 shrinkage=0.000439788 Tree=9391 num_leaves=4 num_cat=0 split_feature=401 3 2 split_gain=2.38067 1.83266 0.169872 threshold=0.077490000000000017 -0.077814999999999981 0.085485000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0037887920491939358 -0.023780965026160897 0.0025884578823844929 -0.013154096507856426 leaf_weight=36.792908098574571 1.8447439152223517 58.988310745713534 1.4413779815331507 leaf_count=1441 128 1092 148 internal_value=0 0.000138467 -0.0192227 internal_weight=0 95.7812 3.28612 internal_count=2809 2533 276 is_linear=0 shrinkage=0.0224292 Tree=9392 num_leaves=3 num_cat=0 split_feature=48 3 split_gain=2.75341 2.21731 threshold=0.11928500000000002 -0.11266 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013444603254142646 -0.00031634732672475725 -4.0747375919825292e-05 leaf_weight=16.85883031886533 6.0290989846816947 81.155398686934859 leaf_count=308 108 2452 internal_value=0 -1.05931e-05 internal_weight=0 98.0142 internal_count=2868 2760 is_linear=0 shrinkage=0.000439788 Tree=9393 num_leaves=3 num_cat=0 split_feature=48 133 split_gain=2.8546 2.15697 threshold=0.11928500000000002 -0.39975999999999995 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.027056046662290081 -0.016484990595270435 -9.5640334403077046e-05 leaf_weight=1.4974762672491113 5.9603431313603314 95.509757583678947 leaf_count=152 108 2608 internal_value=0 -0.000517063 internal_weight=0 97.0072 internal_count=2868 2760 is_linear=0 shrinkage=0.0224292 Tree=9394 num_leaves=3 num_cat=0 split_feature=48 3 split_gain=2.7601 2.11076 threshold=0.11928500000000002 -0.11266 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0001321950064470562 -0.00031586137676130164 -3.9078272767983399e-05 leaf_weight=16.787464941800863 6.0259517341846722 80.929597339531028 leaf_count=308 108 2452 internal_value=0 -9.63402e-06 internal_weight=0 97.7171 internal_count=2868 2760 is_linear=0 shrinkage=0.000439788 Tree=9395 num_leaves=3 num_cat=0 split_feature=48 3 split_gain=2.72249 2.20987 threshold=0.11928500000000002 -0.11266 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00013722433054118657 -0.00031135491681300812 -3.7375066118766278e-05 leaf_weight=16.932789270204921 6.0233551516921571 81.065977641589598 leaf_count=308 108 2452 internal_value=0 -7.18593e-06 internal_weight=0 97.9988 internal_count=2868 2760 is_linear=0 shrinkage=0.000439788 Tree=9396 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=2.04853 1.98717 threshold=-0.40775499999999992 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024510287328087556 -8.3135295289361657e-05 0.013131071724231478 leaf_weight=1.6287166620913911 96.961169047430303 6.0652227145765201 leaf_count=102 2652 144 internal_value=0 0.000697081 internal_weight=0 103.026 internal_count=2898 2796 is_linear=0 shrinkage=0.0224292 Tree=9397 num_leaves=4 num_cat=0 split_feature=15 3 133 split_gain=1.70394 4.62844 3.30378 threshold=-0.095034999999999981 0.10201 -0.085929999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00018422225163755929 0.00019664649012228258 -0.00020878269651024712 -6.7677905604691385e-05 leaf_weight=24.633491997667079 10.677404930715054 7.5601789645952513 63.081411281073088 leaf_count=497 326 131 1944 internal_value=0 9.18622e-05 -2.9373e-05 internal_weight=0 32.1937 73.7588 internal_count=2898 628 2270 is_linear=0 shrinkage=0.000439788 Tree=9398 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=2.05593 2.04117 threshold=-0.40775499999999992 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00048018347165388112 -1.6554476850385797e-06 0.00025892202864106253 leaf_weight=1.636312291595458 97.966505089504608 6.1619887659689985 leaf_count=102 2652 144 internal_value=0 1.38093e-05 internal_weight=0 104.128 internal_count=2898 2796 is_linear=0 shrinkage=0.000439788 Tree=9399 num_leaves=3 num_cat=0 split_feature=51 376 split_gain=1.9987 1.9165 threshold=-0.40775499999999992 0.048375000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024456529143941873 -7.9890999727127236e-05 0.012938589337054071 leaf_weight=1.5967554148464831 97.003574453300189 6.0240269022397106 leaf_count=102 2652 144 internal_value=0 0.000683556 internal_weight=0 103.028 internal_count=2898 2796 is_linear=0 shrinkage=0.0224292 Tree=9400 num_leaves=4 num_cat=0 split_feature=159 12 475 split_gain=2.52952 2.38463 1.81105 threshold=0.087735000000000021 0.084055000000000005 -0.071179999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015311753312973202 0.020931535646690844 -0.0059637679138101231 0.0031272569867887303 leaf_weight=49.729772512258933 4.219387954026387 37.401892926213804 8.9555734021828339 leaf_count=754 72 1727 320 internal_value=0 -0.00168668 0.00885126 internal_weight=0 87.1317 13.175 internal_count=2873 2481 392 is_linear=0 shrinkage=0.0224292 Tree=9401 num_leaves=4 num_cat=0 split_feature=159 16 475 split_gain=2.42611 2.32961 1.76399 threshold=0.087735000000000021 -0.09583499999999999 -0.071179999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032242058158729334 0.020698853542572591 -0.0044098525365135538 0.0030587286388137828 leaf_weight=31.481127726353407 4.171872809462001 55.598765647983782 8.9513264058805344 leaf_count=562 72 1919 320 internal_value=0 -0.00164989 0.00868846 internal_weight=0 87.0799 13.1232 internal_count=2873 2481 392 is_linear=0 shrinkage=0.0224292 Tree=9402 num_leaves=4 num_cat=0 split_feature=159 12 13 split_gain=2.32889 2.41195 1.54274 threshold=0.087735000000000021 0.084055000000000005 -0.16152999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=3.1609592100557876e-05 0.00051116672870740178 -0.00011583980942277615 0.00010067765742959977 leaf_weight=49.968893830538036 2.0924536505845017 37.577808625727812 11.077356209427306 leaf_count=754 60 1727 332 internal_value=0 -3.16918e-05 0.000166543 internal_weight=0 87.5467 13.1698 internal_count=2873 2481 392 is_linear=0 shrinkage=0.000439788 Tree=9403 num_leaves=4 num_cat=0 split_feature=159 12 475 split_gain=2.32485 2.29322 1.718 threshold=0.087735000000000021 0.084055000000000005 -0.071179999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0015405018293709349 0.020463206537992513 -0.0058140752870199583 0.0029876655501316542 leaf_weight=49.730668511864678 4.1256058909439153 37.317824459430994 8.9481132138075719 leaf_count=754 72 1727 320 internal_value=0 -0.001613 0.00852413 internal_weight=0 87.0485 13.0737 internal_count=2873 2481 392 is_linear=0 shrinkage=0.0224292 Tree=9404 num_leaves=3 num_cat=0 split_feature=9 34 split_gain=2.46465 2.1678 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00046102530216660256 -0.00036320812177488917 9.4867898140564997e-06 leaf_weight=2.2528113173102602 3.0979008636786594 95.570880483950077 leaf_count=90 54 2692 internal_value=0 -2.2827e-06 internal_weight=0 98.6688 internal_count=2836 2746 is_linear=0 shrinkage=0.000439788 Tree=9405 num_leaves=3 num_cat=0 split_feature=14 133 split_gain=2.37396 2.34269 threshold=0.073890000000000011 -0.38664499999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026418436553716392 -0.021398423166120391 0.0013514607660243898 leaf_weight=1.5338681517569046 2.4410513341285869 96.118202300457142 leaf_count=159 97 2580 internal_value=0 0.000910187 internal_weight=0 97.6521 internal_count=2836 2739 is_linear=0 shrinkage=0.0224292 Tree=9406 num_leaves=3 num_cat=0 split_feature=133 42 split_gain=2.21558 2.20411 threshold=-0.38664499999999996 0.098370000000000027 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051176279761471573 -4.6121603257197887e-06 0.00021903362313543376 leaf_weight=1.5400586076430034 89.883405927369495 9.3968359621831024 leaf_count=169 2325 342 internal_value=0 1.65939e-05 internal_weight=0 99.2802 internal_count=2836 2667 is_linear=0 shrinkage=0.000439788 Tree=9407 num_leaves=3 num_cat=0 split_feature=9 34 split_gain=2.44379 2.15837 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045906232847229558 -0.0003625389659970131 9.1589615964362371e-06 leaf_weight=2.2497381221473907 3.1010349000207489 95.645269263558475 leaf_count=90 54 2692 internal_value=0 -2.58168e-06 internal_weight=0 98.7463 internal_count=2836 2746 is_linear=0 shrinkage=0.000439788 Tree=9408 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=3.10174 4.13397 2.51095 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.0015249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011908143743313336 -0.012208461116459979 0.0050422216049560995 0.0032951898279012536 leaf_weight=22.898004845753348 5.7636556541256132 10.566972891116164 57.632791543623171 leaf_count=1310 101 143 1287 internal_value=0 -0.00655604 0.00188243 internal_weight=0 33.465 63.3964 internal_count=2841 1453 1388 is_linear=0 shrinkage=0.0224292 Tree=9409 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=3.08043 4.13174 2.53051 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=-0.00023149834691579187 -0.00033129679055222603 9.9964250156345569e-05 5.8973938139513657e-05 leaf_weight=22.909232208641697 3.3750943139748406 10.640045758671475 60.373525530874758 leaf_count=1310 141 143 1247 internal_value=0 -0.000126379 3.82185e-05 internal_weight=0 33.5493 63.7486 internal_count=2841 1453 1388 is_linear=0 shrinkage=0.000439788 Tree=9410 num_leaves=4 num_cat=0 split_feature=1 0 4 split_gain=2.97397 3.97108 2.50819 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=-0.011695262125384746 -0.017024231501258556 0.0049370719113498865 0.0028963315750231674 leaf_weight=22.789800651923997 3.3385410304908865 10.554284030484267 60.039409041743056 leaf_count=1310 141 143 1247 internal_value=0 -0.00643088 0.00184217 internal_weight=0 33.3441 63.378 internal_count=2841 1453 1388 is_linear=0 shrinkage=0.0224292 Tree=9411 num_leaves=4 num_cat=0 split_feature=1 0 457 split_gain=2.85168 3.81426 2.40944 threshold=1.0000000180025095e-35 -0.059114999999999994 -0.0015249999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011486984532706503 -0.012001198302202979 0.0048328918881343228 0.0031872000860906809 leaf_weight=22.684145512400391 5.7631207678641649 10.540538864908738 57.571656871436062 leaf_count=1310 101 143 1287 internal_value=0 -0.0063097 0.00180194 internal_weight=0 33.2247 63.3348 internal_count=2841 1453 1388 is_linear=0 shrinkage=0.0224292 Tree=9412 num_leaves=4 num_cat=0 split_feature=4 4 2 split_gain=2.72007 4.37559 2.14276 threshold=0.0066400000000000009 -4.9999999999999989e-05 -0.079959999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0016592989203992471 0.019980934336121421 -0.021914556558506323 0.002164661755714723 leaf_weight=52.164779772587735 3.7076498324986451 5.9617954184941473 38.354066152719497 leaf_count=1844 55 165 750 internal_value=0 -0.00374331 0.00374348 internal_weight=0 58.1266 42.0617 internal_count=2814 2009 805 is_linear=0 shrinkage=0.0224292 Tree=9413 num_leaves=4 num_cat=0 split_feature=4 4 2 split_gain=2.66447 4.19995 2.02833 threshold=0.0066400000000000009 -4.9999999999999989e-05 -0.079959999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1184974839279393e-05 0.0003839519436311829 -0.00042105390669243289 4.4131673387077898e-05 leaf_weight=52.869527524819205 3.7058485836369064 5.926767643664788 38.715648458189207 leaf_count=1844 55 165 750 internal_value=0 -7.06084e-05 7.3977e-05 internal_weight=0 58.7963 42.4215 internal_count=2814 2009 805 is_linear=0 shrinkage=0.000439788 Tree=9414 num_leaves=4 num_cat=0 split_feature=4 4 2 split_gain=2.72728 4.1885 2.08358 threshold=0.0066400000000000009 -4.9999999999999989e-05 -0.079959999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.2712309298615983e-05 0.00038764605983954289 -0.00042186657691616584 4.3800396231757915e-05 leaf_weight=52.529458653274105 3.7201599150394022 5.9373673088739443 38.636044968588067 leaf_count=1844 55 165 750 internal_value=0 -7.23561e-05 7.41615e-05 internal_weight=0 58.4668 42.3562 internal_count=2814 2009 805 is_linear=0 shrinkage=0.000439788 Tree=9415 num_leaves=4 num_cat=0 split_feature=4 4 2 split_gain=2.60201 4.23923 2.06626 threshold=0.0066400000000000009 -0.0015099999999999998 -0.079959999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013484317516568617 0.019676699527755456 -0.019541896237224014 0.0021199840480406206 leaf_weight=50.716471919676223 3.6791615135152815 7.3620765520900013 38.350279918364322 leaf_count=1811 55 198 750 internal_value=0 -0.00366031 0.0036651 internal_weight=0 58.0785 42.0294 internal_count=2814 2009 805 is_linear=0 shrinkage=0.0224292 Tree=9416 num_leaves=3 num_cat=0 split_feature=16 1456 split_gain=2.92787 2.30835 threshold=0.5053700000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038542884674185051 -0.00041722644342017426 4.3671634884855052e-05 leaf_weight=2.4673447995414781 2.8538437971301382 97.937089135086353 leaf_count=263 190 2406 internal_value=0 3.30556e-05 internal_weight=0 100.404 internal_count=2859 2669 is_linear=0 shrinkage=0.000439788 Tree=9417 num_leaves=3 num_cat=0 split_feature=16 1456 split_gain=2.81439 2.22651 threshold=0.5053700000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00038003488084423031 -0.00041000922013111025 4.5213650785366984e-05 leaf_weight=2.4218763585167826 2.8090844351909245 97.731100559219158 leaf_count=263 190 2406 internal_value=0 3.48599e-05 internal_weight=0 100.153 internal_count=2859 2669 is_linear=0 shrinkage=0.000439788 Tree=9418 num_leaves=3 num_cat=0 split_feature=1456 42 split_gain=2.30163 2.1887 threshold=-1.0000000180025095e-35 -0.11244999999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019767144632147224 -0.018728925060610933 0.0022003170936516015 leaf_weight=2.5689373875006813 2.5615909686866862 96.952022065601341 leaf_count=291 144 2424 internal_value=0 0.00165809 internal_weight=0 99.5136 internal_count=2859 2568 is_linear=0 shrinkage=0.0224292 Tree=9419 num_leaves=3 num_cat=0 split_feature=16 43 split_gain=2.80789 1.58723 threshold=0.5053700000000001 -0.15765999999999997 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00020566089503011562 -0.00041111932732357817 1.6335402836270006e-05 leaf_weight=9.4400269957081928 2.7961567844204174 90.621597926158756 leaf_count=206 190 2463 internal_value=0 3.42326e-05 internal_weight=0 100.062 internal_count=2859 2669 is_linear=0 shrinkage=0.000439788 Tree=9420 num_leaves=4 num_cat=0 split_feature=160 52 133 split_gain=1.52938 2.8455 1.84385 threshold=0.11215500000000002 -0.068264999999999978 -0.39975999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.026869305726314543 0.023816039425062177 -0.0039667563506520093 -0.0015255669504271145 leaf_weight=1.4486073601078704 3.3698892305365007 4.085794931081181 90.407582589523372 leaf_count=149 81 78 2570 internal_value=0 0.00861952 -0.00193075 internal_weight=0 7.45568 91.8562 internal_count=2878 159 2719 is_linear=0 shrinkage=0.0224292 Tree=9421 num_leaves=4 num_cat=0 split_feature=160 52 133 split_gain=1.46517 2.74227 1.78058 threshold=0.11215500000000002 -0.068264999999999978 -0.38664499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02625393468624004 0.02344578616967867 -0.0038762141401590656 -0.0014875398710577701 leaf_weight=1.4653830617880874 3.3468924403277924 4.0878730889926365 90.368684542160281 leaf_count=156 81 78 2563 internal_value=0 0.00845182 -0.00188811 internal_weight=0 7.43477 91.8341 internal_count=2878 159 2719 is_linear=0 shrinkage=0.0224292 Tree=9422 num_leaves=3 num_cat=0 split_feature=3 456 split_gain=1.54053 2.3624 threshold=0.31270000000000003 0.087055000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6499173831962201e-05 0.00024034039838431541 -0.00039755930801353429 leaf_weight=92.744028060224991 4.2575266182284386 3.2382089802704277 leaf_count=2605 126 147 internal_value=0 -2.94317e-05 internal_weight=0 95.9822 internal_count=2878 2752 is_linear=0 shrinkage=0.000439788 Tree=9423 num_leaves=3 num_cat=0 split_feature=3 124 split_gain=1.44908 1.91955 threshold=0.31270000000000003 -0.048219999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0097385577082677154 0.01186152944689918 -0.0025419324858333516 leaf_weight=6.8855536989049133 4.1485176977867004 88.211341171662298 leaf_count=229 126 2523 internal_value=0 -0.00165098 internal_weight=0 95.0969 internal_count=2878 2752 is_linear=0 shrinkage=0.0224292 Tree=9424 num_leaves=3 num_cat=0 split_feature=1429 52 split_gain=2.71736 2.80644 threshold=-1.0000000180025095e-35 -0.049384999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054682843896081482 7.0319433730081746e-05 -8.8709808159640101e-05 leaf_weight=1.9931635601442383 33.938208215644863 58.318338901174229 leaf_count=133 778 1932 internal_value=0 -3.02056e-05 internal_weight=0 92.2565 internal_count=2843 2710 is_linear=0 shrinkage=0.000439788 Tree=9425 num_leaves=3 num_cat=0 split_feature=1429 52 split_gain=2.71013 2.85855 threshold=-1.0000000180025095e-35 -0.049384999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028132077432195216 0.003539660640956419 -0.0046837331599192218 leaf_weight=1.9689334844033499 33.614161845751369 57.815048453496729 leaf_count=133 778 1932 internal_value=0 -0.00166028 internal_weight=0 91.4292 internal_count=2843 2710 is_linear=0 shrinkage=0.0224292 Tree=9426 num_leaves=4 num_cat=0 split_feature=42 4 457 split_gain=2.11556 3.45911 2.57842 threshold=0.098370000000000027 0.079900000000000013 0.069705000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0053216870040791297 -0.0066117352989322189 0.019254800871587981 0.0046529783992574876 leaf_weight=66.724223518375311 4.8123866710702696 5.6214709155465243 16.186310214990044 leaf_count=2209 274 121 239 internal_value=0 0.00733414 -0.00337375 internal_weight=0 10.4339 82.9105 internal_count=2843 395 2448 is_linear=0 shrinkage=0.0224292 Tree=9427 num_leaves=3 num_cat=0 split_feature=1429 52 split_gain=2.65696 2.72245 threshold=-1.0000000180025095e-35 -0.049384999999999991 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054303743890846807 6.9235096708405183e-05 -8.7217909326396735e-05 leaf_weight=1.9733498776286058 33.994450023347326 58.514093900050739 leaf_count=133 778 1932 internal_value=0 -2.97231e-05 internal_weight=0 92.5085 internal_count=2843 2710 is_linear=0 shrinkage=0.000439788 Tree=9428 num_leaves=4 num_cat=0 split_feature=52 15 151 split_gain=2.36694 3.63065 2.80309 threshold=0.11142500000000001 -0.068469999999999989 -0.23821999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0004060846374331801 9.1955310300072458e-05 -0.00042163553832898567 4.4325393692421362e-05 leaf_weight=2.7389899952017904 4.8695513860070605 5.8386293320108944 86.135775329247735 leaf_count=64 189 295 2307 internal_value=0 -0.000188332 3.03602e-05 internal_weight=0 10.7082 88.8748 internal_count=2855 484 2371 is_linear=0 shrinkage=0.000439788 Tree=9429 num_leaves=4 num_cat=0 split_feature=52 15 151 split_gain=2.34517 3.63606 2.81226 threshold=0.11142500000000001 -0.068469999999999989 -0.23821999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02074604854574023 0.0047912104452073143 -0.021495318351527501 0.0023136094710711989 leaf_weight=2.7268129502444927 4.8482665721280682 5.7967198855603765 85.70405457346078 leaf_count=64 189 295 2307 internal_value=0 -0.00953595 0.00159823 internal_weight=0 10.645 88.4309 internal_count=2855 484 2371 is_linear=0 shrinkage=0.0224292 Tree=9430 num_leaves=4 num_cat=0 split_feature=0 43 48 split_gain=2.30959 3.88163 2.7727 threshold=-0.10072999999999999 -0.074359999999999996 0.085835000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.008628579868326958 0.0034024380252387792 -0.008509460177260602 -0.0029728192091968615 leaf_weight=27.268609805509186 26.981698743540164 28.052628796946919 16.697315844709465 leaf_count=400 983 1287 185 internal_value=0 -0.00267025 0.00422324 internal_weight=0 55.0343 43.9659 internal_count=2855 2270 585 is_linear=0 shrinkage=0.0224292 Tree=9431 num_leaves=4 num_cat=0 split_feature=52 0 151 split_gain=2.26378 3.21063 2.78038 threshold=0.11142500000000001 -0.084514999999999993 -0.23821999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00040267552044410081 3.0523742253703493e-05 -0.00045405796534527101 4.469667372762031e-05 leaf_weight=2.7538030185487505 5.9986891592025131 4.7072268419838093 86.731877940551385 leaf_count=64 175 309 2307 internal_value=0 -0.000182968 3.08464e-05 internal_weight=0 10.7059 89.4857 internal_count=2855 484 2371 is_linear=0 shrinkage=0.000439788 Tree=9432 num_leaves=4 num_cat=0 split_feature=2 47 2 split_gain=2.22355 4.76468 3.00181 threshold=0.086635000000000004 0.09252500000000001 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.5407906362262444e-05 0.024379607669175851 -0.019817686145107913 0.0014896223888517541 leaf_weight=26.950864324646318 3.0038541768099085 7.8549443684287317 61.981305172415432 leaf_count=1000 39 181 1642 internal_value=0 -0.00446892 0.00255453 internal_weight=0 34.8058 64.9852 internal_count=2862 1181 1681 is_linear=0 shrinkage=0.0224292 Tree=9433 num_leaves=4 num_cat=0 split_feature=2 47 2 split_gain=2.12981 4.52301 2.87677 threshold=0.086635000000000004 0.09252500000000001 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.4854865100419139e-06 0.00046900741221615706 -0.00037691069848236569 3.031381863850891e-05 leaf_weight=27.126812668552702 3.0125659743207498 7.8666919157039947 62.479558855087816 leaf_count=1000 39 181 1642 internal_value=0 -8.37387e-05 5.0624e-05 internal_weight=0 34.9935 65.4921 internal_count=2862 1181 1681 is_linear=0 shrinkage=0.000439788 Tree=9434 num_leaves=4 num_cat=0 split_feature=2 47 2 split_gain=2.12534 4.5786 2.873 threshold=0.086635000000000004 0.09252500000000001 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6236613977801216e-05 0.023868945090462505 -0.019464058187797114 0.0014576292898134887 leaf_weight=26.954322082646286 2.9988258651537754 7.8146874832136737 61.977831568441161 leaf_count=1000 39 181 1642 internal_value=0 -0.00437044 0.00249867 internal_weight=0 34.769 64.9767 internal_count=2862 1181 1681 is_linear=0 shrinkage=0.0224292 Tree=9435 num_leaves=4 num_cat=0 split_feature=2 47 2 split_gain=2.19303 4.43878 2.7662 threshold=0.086635000000000004 0.09252500000000001 0.086935000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.7047484972332084e-07 0.00046202757689402344 -0.00037459869241203387 3.1708688986660959e-05 leaf_weight=27.336911451460765 3.0095775729496372 7.8886940642250911 62.892430683829843 leaf_count=1000 39 181 1642 internal_value=0 -8.44132e-05 5.14884e-05 internal_weight=0 35.2256 65.902 internal_count=2862 1181 1681 is_linear=0 shrinkage=0.000439788 Tree=9436 num_leaves=3 num_cat=0 split_feature=158 1 split_gain=1.85019 2.01409 threshold=0.10618000000000001 0.11530500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00116384742362178 -0.019553345925294882 0.0075654545651014874 leaf_weight=80.08065847326634 2.4055667112697838 15.924458438687905 leaf_count=2302 172 354 internal_value=0 0.000285306 internal_weight=0 96.0051 internal_count=2828 2656 is_linear=0 shrinkage=0.0224292 Tree=9437 num_leaves=4 num_cat=0 split_feature=1 0 42 split_gain=1.85354 2.91125 2.61425 threshold=0.11530500000000002 -0.14136999999999997 0.09202500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-4.2680202073557045e-06 -0.00019936831337931429 0.00022948798053799876 -0.00026962537547525257 leaf_weight=74.577838124591835 3.9791525944310733 13.080964676784786 7.9268579653016777 leaf_count=1996 53 341 438 internal_value=0 0.000129349 -2.98194e-05 internal_weight=0 17.0601 82.5047 internal_count=2828 394 2434 is_linear=0 shrinkage=0.000439788 Tree=9438 num_leaves=3 num_cat=0 split_feature=33 9 split_gain=1.81983 2.44059 threshold=-0.007134999999999999 0.087995000000000004 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019788354786961355 -0.00036400572776873529 0.020200291554155855 leaf_weight=2.3098115101456633 93.077239430312602 2.9776917502313145 leaf_count=40 2735 53 internal_value=0 0.000277372 internal_weight=0 96.0549 internal_count=2828 2788 is_linear=0 shrinkage=0.0224292 Tree=9439 num_leaves=3 num_cat=0 split_feature=33 158 split_gain=1.75103 1.87216 threshold=-0.007134999999999999 0.10394000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019472440489412754 0.00077337809759758661 -0.019251039349821909 leaf_weight=2.2951150219887486 93.651480465120585 2.3901545395874555 leaf_count=40 2601 187 internal_value=0 0.00027131 internal_weight=0 96.0416 internal_count=2828 2788 is_linear=0 shrinkage=0.0224292 Tree=9440 num_leaves=4 num_cat=0 split_feature=16 49 16 split_gain=1.94915 2.7952 2.5879 threshold=0.019595000000000005 -0.0092149999999999992 0.058835000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0080066304601343601 0.021510586777518201 0.0017547392487673381 0.0030785175561869019 leaf_weight=20.360830563004129 4.4813183264486751 53.478614942620425 25.869084406118418 leaf_count=387 115 1754 597 internal_value=0 -0.00093828 0.00581187 internal_weight=0 73.8394 30.3504 internal_count=2853 2141 712 is_linear=0 shrinkage=0.0224292 Tree=9441 num_leaves=4 num_cat=0 split_feature=16 49 16 split_gain=1.86648 2.67091 2.51282 threshold=0.019595000000000005 -0.0092149999999999992 0.058835000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078259363310222221 0.021254875337097915 0.001715335134528896 0.0030103262443746922 leaf_weight=20.364126865064463 4.4342750468895273 53.480486835155261 25.862227119498129 leaf_count=387 115 1754 597 internal_value=0 -0.000917203 0.00569235 internal_weight=0 73.8446 30.2965 internal_count=2853 2141 712 is_linear=0 shrinkage=0.0224292 Tree=9442 num_leaves=4 num_cat=0 split_feature=16 49 16 split_gain=1.78723 2.55212 2.43914 threshold=0.019595000000000005 -0.0092149999999999992 0.058835000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076492323168086762 0.020998436277049146 0.0016768159992212421 0.0029436201108002527 leaf_weight=20.367654660745757 4.3885098414211852 53.482356340840852 25.855591653000374 leaf_count=387 115 1754 597 internal_value=0 -0.000896598 0.00557502 internal_weight=0 73.85 30.2441 internal_count=2853 2141 712 is_linear=0 shrinkage=0.0224292 Tree=9443 num_leaves=3 num_cat=0 split_feature=1447 16 split_gain=1.731 1.86175 threshold=-0.086059999999999984 0.019595000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00038122469360797557 -2.7803824398282172e-05 0.0001028047747079413 leaf_weight=2.4741241262436224 72.290610297663534 29.792691949065556 leaf_count=94 2070 689 internal_value=0 1.0326e-05 internal_weight=0 102.083 internal_count=2853 2759 is_linear=0 shrinkage=0.000439788 Tree=9444 num_leaves=4 num_cat=0 split_feature=15 12 147 split_gain=2.212 3.84207 3.42468 threshold=0.088420000000000012 0.086885000000000004 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-6.0477263201434013e-05 -0.00026354096728985936 0.00024013919340903523 0.0003778121008608379 leaf_weight=80.235383046171592 3.7210521443994393 13.517413351524736 3.5840400118395328 leaf_count=2077 121 522 98 internal_value=0 0.000131245 -4.16547e-05 internal_weight=0 17.2385 83.8194 internal_count=2818 643 2175 is_linear=0 shrinkage=0.000439788 Tree=9445 num_leaves=4 num_cat=0 split_feature=15 12 3 split_gain=2.20167 3.70167 3.45576 threshold=0.088420000000000012 0.086885000000000004 -0.10600999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012777682383978363 -0.00025820344438227277 0.00023639085680139947 -8.970155305859862e-05 leaf_weight=17.980326987574244 3.717256111634927 13.516153110333105 65.76564648198655 leaf_count=323 121 522 1852 internal_value=0 0.000129539 -4.29903e-05 internal_weight=0 17.2334 83.746 internal_count=2818 643 2175 is_linear=0 shrinkage=0.000439788 Tree=9446 num_leaves=4 num_cat=0 split_feature=15 12 147 split_gain=2.2832 3.87384 3.38613 threshold=0.088420000000000012 0.086885000000000004 0.089245000000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0031678476348437007 -0.01354174521170092 0.012380030531429992 0.01927866781645577 leaf_weight=79.42979356611113 3.6824093258283055 13.407689081921488 3.5122866185774901 leaf_count=2077 121 522 98 internal_value=0 0.00678578 -0.0022131 internal_weight=0 17.0901 82.9421 internal_count=2818 643 2175 is_linear=0 shrinkage=0.0224292 Tree=9447 num_leaves=4 num_cat=0 split_feature=15 12 3 split_gain=2.18405 3.70783 3.33079 threshold=0.088420000000000012 0.086885000000000004 -0.10600999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0064319876968129469 -0.013283239826653815 0.012111309801171767 -0.0045145499092313079 leaf_weight=17.789377651562063 3.6703815465980396 13.398309005911868 65.105972429862049 leaf_count=323 121 522 1852 internal_value=0 0.00664183 -0.00216448 internal_weight=0 17.0687 82.8954 internal_count=2818 643 2175 is_linear=0 shrinkage=0.0224292 Tree=9448 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.21354 3.19709 threshold=-0.11244999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019784395592366277 0.029393716800409659 0.00089474316409359975 leaf_weight=2.506429051484246 2.0029282697360022 96.008079228684892 leaf_count=153 17 2670 internal_value=0 0.00148275 internal_weight=0 98.011 internal_count=2840 2687 is_linear=0 shrinkage=0.0224292 Tree=9449 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.15618 3.0623 threshold=-0.11244999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037917565017153872 0.00057037891440110049 2.0471026932567234e-05 leaf_weight=2.5159316462732013 1.980023976007941 96.886999882500731 leaf_count=153 17 2670 internal_value=0 3.15921e-05 internal_weight=0 98.867 internal_count=2840 2687 is_linear=0 shrinkage=0.000439788 Tree=9450 num_leaves=3 num_cat=0 split_feature=47 1456 split_gain=2.12797 2.05524 threshold=0.12461000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037386554301715433 -0.00036136774216612535 3.9184616512495578e-05 leaf_weight=2.369050543022694 2.7562178963999022 95.744754755389749 leaf_count=280 74 2486 internal_value=0 2.91403e-05 internal_weight=0 98.1138 internal_count=2840 2766 is_linear=0 shrinkage=0.000439788 Tree=9451 num_leaves=3 num_cat=0 split_feature=47 1456 split_gain=2.15091 2.03123 threshold=0.12461000000000001 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.019031953005168318 -0.018589372347454038 0.0019907898036079863 leaf_weight=2.3505276035875786 2.7428515687497557 95.402928380078265 leaf_count=280 74 2486 internal_value=0 0.00148167 internal_weight=0 97.7535 internal_count=2840 2766 is_linear=0 shrinkage=0.0224292 Tree=9452 num_leaves=3 num_cat=0 split_feature=3 483 split_gain=1.70745 2.47618 threshold=0.31270000000000003 0.086370000000000016 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00025206600688567834 0.015797708774870425 -0.018948073981735068 leaf_weight=94.670828611960133 3.3534637987440865 3.4850687429707241 leaf_count=2516 117 250 internal_value=0 -0.000433195 internal_weight=0 98.1559 internal_count=2883 2766 is_linear=0 shrinkage=0.0224292 Tree=9453 num_leaves=3 num_cat=0 split_feature=1186 3 split_gain=2.40271 1.79572 threshold=0.085080000000000003 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0011211357915822929 0.018289917843707794 0.015628220348243016 leaf_weight=94.623072383209092 3.5084513316687653 3.314451277961779 leaf_count=2702 64 117 internal_value=0 -0.00055136 internal_weight=0 97.9375 internal_count=2883 2819 is_linear=0 shrinkage=0.0224292 Tree=9454 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=2.30467 1.794 threshold=0.085080000000000003 -0.069614999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0023934272683219025 0.0179449818503013 0.0044303237423702841 leaf_weight=71.30146362466121 3.496193296799901 26.596446702720641 leaf_count=2129 64 690 internal_value=0 -0.00053908 internal_weight=0 97.8979 internal_count=2883 2819 is_linear=0 shrinkage=0.0224292 Tree=9455 num_leaves=3 num_cat=0 split_feature=1186 42 split_gain=2.21042 1.75865 threshold=0.085080000000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0088769972899622098 0.01760462330160413 0.00055516132561745344 leaf_weight=11.214341185366264 3.4843585832568342 86.657608341112791 leaf_count=722 64 2097 internal_value=0 -0.000527112 internal_weight=0 97.8719 internal_count=2883 2819 is_linear=0 shrinkage=0.0224292 Tree=9456 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=2.33012 4.66831 1.66124 threshold=0.27510500000000004 -0.11532999999999999 -0.23379499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021972701241311367 -0.0064268260661370551 0.00027338745649428599 0.014354653367185421 leaf_weight=5.0300379085983868 2.4679051970597348 78.902891677052139 8.7879379080222844 leaf_count=195 42 2300 298 internal_value=0 -0.0010645 0.00979503 internal_weight=0 83.9329 11.2558 internal_count=2835 2495 340 is_linear=0 shrinkage=0.0224292 Tree=9457 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=2.36846 4.45944 1.58479 threshold=0.27510500000000004 -0.11532999999999999 -0.23379499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042057498036326762 -0.00011427634294620658 5.3460303955062601e-06 0.00028135376060536182 leaf_weight=5.0367383430466353 2.5035749066155395 79.781506730831097 8.8265739000707963 leaf_count=195 42 2300 298 internal_value=0 -2.00353e-05 0.000193888 internal_weight=0 84.8182 11.3301 internal_count=2835 2495 340 is_linear=0 shrinkage=0.000439788 Tree=9458 num_leaves=4 num_cat=0 split_feature=4 15 0 split_gain=2.2438 4.49816 1.60438 threshold=0.27510500000000004 -0.11532999999999999 -0.23379499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021656293058156698 -0.0062731941212539142 0.00026724494812603941 0.014170114743242158 leaf_weight=4.9876180373794332 2.4682308270130298 78.92012181341488 8.704564859414857 leaf_count=195 42 2300 298 internal_value=0 -0.00104056 0.0096509 internal_weight=0 83.9077 11.1728 internal_count=2835 2495 340 is_linear=0 shrinkage=0.0224292 Tree=9459 num_leaves=4 num_cat=0 split_feature=4 15 3 split_gain=2.1597 4.33703 1.58749 threshold=0.27510500000000004 -0.11532999999999999 0.110335 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021349649924676178 0.016692194456197459 0.00026125166582115743 -0.00049516359134123766 leaf_weight=4.946522967738928 6.4458982618143619 78.920342850104589 4.6446525155261043 leaf_count=195 222 2300 118 internal_value=0 -0.00101794 0.00950575 internal_weight=0 83.8669 11.0906 internal_count=2835 2495 340 is_linear=0 shrinkage=0.0224292 Tree=9460 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=2.69979 3.12372 threshold=-0.23033499999999998 -0.50790499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0099623235509145001 0.010821074058997158 -0.0030956565945314172 leaf_weight=11.456814217308418 9.0560211211322876 76.603102859294722 leaf_count=104 149 2608 internal_value=0 -0.00162227 internal_weight=0 85.6591 internal_count=2861 2757 is_linear=0 shrinkage=0.0224292 Tree=9461 num_leaves=3 num_cat=0 split_feature=124 0 split_gain=2.73589 2.94564 threshold=0.11158000000000001 -0.23033499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00019191306519017362 0.0004254250313316706 -4.5523999387655013e-05 leaf_weight=11.48133432464965 2.7670472692698231 83.321936817192181 leaf_count=104 27 2730 internal_value=0 -1.67359e-05 internal_weight=0 94.8033 internal_count=2861 2834 is_linear=0 shrinkage=0.000439788 Tree=9462 num_leaves=3 num_cat=0 split_feature=124 0 split_gain=2.79165 2.944 threshold=0.11158000000000001 -0.23033499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0097616994087568916 0.021890650682137112 -0.0023734994725709514 leaf_weight=11.427305560471721 2.7643119504500637 82.847905604223342 leaf_count=104 27 2730 internal_value=0 -0.000900887 internal_weight=0 94.2752 internal_count=2861 2834 is_linear=0 shrinkage=0.0224292 Tree=9463 num_leaves=3 num_cat=0 split_feature=124 0 split_gain=2.70206 2.73356 threshold=0.11158000000000001 -0.23033499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00018455242738501241 0.00042453523365414809 -4.4163260578098606e-05 leaf_weight=11.480489020119419 2.7463199404301113 83.451049734990647 leaf_count=104 27 2730 internal_value=0 -1.64721e-05 internal_weight=0 94.9315 internal_count=2861 2834 is_linear=0 shrinkage=0.000439788 Tree=9464 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=2.51079 3.49077 2.02886 threshold=0.099115000000000023 0.0063350000000000012 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0053157692732689254 0.0095819396898147082 0.0060463593005165598 -0.0015231085320702175 leaf_weight=47.045665706350519 21.86518014199828 19.114779930431723 13.302522657607367 leaf_count=1628 543 460 224 internal_value=0 -0.00203228 0.0053828 internal_weight=0 66.1604 35.1677 internal_count=2855 2088 767 is_linear=0 shrinkage=0.0224292 Tree=9465 num_leaves=4 num_cat=0 split_feature=1 16 11 split_gain=2.40248 3.33898 1.97515 threshold=0.099115000000000023 0.0063350000000000012 0.087830000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0052010203229902055 0.0070327683789096077 0.005916181281538143 -0.010739406137650065 leaf_weight=47.006023796117461 31.646738027749052 19.097828013806975 3.4759001762140533 leaf_count=1628 677 460 90 internal_value=0 -0.00198841 0.00526907 internal_weight=0 66.1039 35.1226 internal_count=2855 2088 767 is_linear=0 shrinkage=0.0224292 Tree=9466 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=2.29962 3.1937 1.97098 threshold=0.099115000000000023 0.0063350000000000012 0.10877000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0050886234776603406 0.0093106636544397128 0.0057886361981288005 -0.0016479199317869556 leaf_weight=46.967552654301926 21.777000871947166 19.081445609502225 13.283500027038825 leaf_count=1628 543 460 224 internal_value=0 -0.00194544 0.00516011 internal_weight=0 66.049 35.0605 internal_count=2855 2088 767 is_linear=0 shrinkage=0.0224292 Tree=9467 num_leaves=4 num_cat=0 split_feature=16 42 160 split_gain=2.05808 3.65506 1.86916 threshold=0.005085000000000001 0.083935000000000023 -0.08155999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0012779388187081347 0.015615833453155883 -0.010700841623579802 0.0023844726534988014 leaf_weight=51.985321471016505 6.8077232556424851 16.986007307729778 25.234975623845457 leaf_count=1156 108 951 640 internal_value=0 -0.0016743 0.0052032 internal_weight=0 68.9713 32.0427 internal_count=2855 2107 748 is_linear=0 shrinkage=0.0224292 Tree=9468 num_leaves=4 num_cat=0 split_feature=52 2 1213 split_gain=2.58196 2.96376 2.08645 threshold=-0.087239999999999984 0.10530000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020562001452461854 -0.00033005231789869072 0.00016019637179220239 6.4479412610048617e-05 leaf_weight=17.411321276169478 2.6640704921574061 5.6635016460713805 77.055102911878748 leaf_count=456 383 204 1785 internal_value=0 -0.000115776 5.1219e-05 internal_weight=0 23.0748 79.7192 internal_count=2828 660 2168 is_linear=0 shrinkage=0.000439788 Tree=9469 num_leaves=4 num_cat=0 split_feature=52 2 1213 split_gain=2.54764 3.08008 2.13214 threshold=-0.087239999999999984 0.10530000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020806166858865845 -0.00033278410425853771 0.00016440856614247161 6.2573172014589881e-05 leaf_weight=17.466762581784682 2.7130917393524205 5.6759890158646149 77.009463164918088 leaf_count=456 383 204 1785 internal_value=0 -0.000116649 4.9042e-05 internal_weight=0 23.1428 79.7226 internal_count=2828 660 2168 is_linear=0 shrinkage=0.000439788 Tree=9470 num_leaves=4 num_cat=0 split_feature=52 2 1213 split_gain=2.59026 3.01141 2.03688 threshold=-0.087239999999999984 0.10530000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010737085250354512 -0.016803585311175775 0.0082316819616008122 0.0031324719421270465 leaf_weight=17.257710310742826 2.6494827233909737 5.5514229766267809 76.359534494423315 leaf_count=456 383 204 1785 internal_value=0 -0.00611733 0.00246004 internal_weight=0 22.8091 79.009 internal_count=2828 660 2168 is_linear=0 shrinkage=0.0224292 Tree=9471 num_leaves=4 num_cat=0 split_feature=52 2 1213 split_gain=2.42906 2.91683 2.01052 threshold=-0.087239999999999984 0.10530000000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00020446758158168752 -0.00032817711704266714 0.00016019945072640818 6.003372220883718e-05 leaf_weight=17.340132148356137 2.6511384240266116 5.5986849454711765 76.797883320080473 leaf_count=456 383 204 1785 internal_value=0 -0.000115404 4.70038e-05 internal_weight=0 22.9388 79.449 internal_count=2828 660 2168 is_linear=0 shrinkage=0.000439788 Tree=9472 num_leaves=3 num_cat=0 split_feature=457 52 split_gain=1.84181 3.24887 threshold=0.094310000000000019 -0.4290699999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023621150956104554 0.012006725349961648 0.0016931536841149489 leaf_weight=2.6080612563473542 8.2655272267475066 87.450896219767401 leaf_count=254 99 2450 internal_value=0 0.000955213 internal_weight=0 90.059 internal_count=2803 2704 is_linear=0 shrinkage=0.0224292 Tree=9473 num_leaves=3 num_cat=0 split_feature=403 12 split_gain=1.80851 1.72292 threshold=-0.092224999999999988 0.097325000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021596120721833739 0.00093766560274421962 0.0091266861850202337 leaf_weight=1.6092918067952258 81.273056434627506 15.351378260596901 leaf_count=327 2060 416 internal_value=0 0.00224026 internal_weight=0 96.6244 internal_count=2803 2476 is_linear=0 shrinkage=0.0224292 Tree=9474 num_leaves=3 num_cat=0 split_feature=14 33 split_gain=1.65088 1.38475 threshold=0.073890000000000011 0.084300000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.3860628833215218e-05 -0.00030559596313533774 -0.00027411779747013278 leaf_weight=93.639784313691507 2.6485772323067058 2.5391155670986327 leaf_count=2639 101 63 internal_value=0 4.51493e-05 internal_weight=0 96.1789 internal_count=2803 2702 is_linear=0 shrinkage=0.000439788 Tree=9475 num_leaves=3 num_cat=0 split_feature=457 52 split_gain=1.77578 3.23006 threshold=0.094310000000000019 -0.4290699999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00046261437123116888 0.00023059506301561776 3.2287109201287408e-05 leaf_weight=2.6077404098195975 8.2721198424342202 88.027018668726669 leaf_count=254 99 2450 internal_value=0 1.79534e-05 internal_weight=0 90.6348 internal_count=2803 2704 is_linear=0 shrinkage=0.000439788 Tree=9476 num_leaves=4 num_cat=0 split_feature=376 157 133 split_gain=2.51834 2.16626 0.567229 threshold=0.048375000000000008 -0.077294999999999989 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015199783299272161 0.00014727808297363828 -5.0301806325877993e-05 0.00042769084777058105 leaf_weight=11.721774987297975 3.0451366512133964 79.969857714502723 2.6061348104703939 leaf_count=329 53 2348 97 internal_value=0 -2.44137e-05 0.000277598 internal_weight=0 91.6916 5.65127 internal_count=2827 2677 150 is_linear=0 shrinkage=0.000439788 Tree=9477 num_leaves=4 num_cat=0 split_feature=376 157 133 split_gain=2.47177 2.16566 0.560371 threshold=0.048375000000000008 -0.077294999999999989 0.085665000000000005 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0077671262466688469 0.0074893015257793518 -0.0025735008125229819 0.021786811064004728 leaf_weight=11.66587707072358 3.0309075352706705 79.574142119493445 2.5603770017696661 leaf_count=329 53 2348 97 internal_value=0 -0.00125001 0.0140883 internal_weight=0 91.24 5.59128 internal_count=2827 2677 150 is_linear=0 shrinkage=0.0224292 Tree=9478 num_leaves=4 num_cat=0 split_feature=376 157 133 split_gain=2.38386 2.07178 0.524827 threshold=0.048375000000000008 -0.077294999999999989 0.084700000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0076046663117922651 0.0069389788364371289 -0.0025159746404571511 0.020796659793549263 leaf_weight=11.64845905750826 2.7716553180507608 79.568462425852886 2.7663404985141824 leaf_count=329 47 2348 103 internal_value=0 -0.00122224 0.0139088 internal_weight=0 91.2169 5.538 internal_count=2827 2677 150 is_linear=0 shrinkage=0.0224292 Tree=9479 num_leaves=4 num_cat=0 split_feature=376 157 133 split_gain=2.2985 1.9819 0.522584 threshold=0.048375000000000008 -0.077294999999999989 0.084700000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0074451984038014125 0.0067952750139529837 -0.0024597260910736536 0.020685857210526612 leaf_weight=11.631695538946586 2.7672430607344713 79.563051162641386 2.7194121403299505 leaf_count=329 47 2348 103 internal_value=0 -0.00119508 0.0137279 internal_weight=0 91.1947 5.48666 internal_count=2827 2677 150 is_linear=0 shrinkage=0.0224292 Tree=9480 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=2.04165 2.94109 threshold=-0.24487499999999998 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029798699823152509 1.7339781592880089e-05 0.00045259483525596016 leaf_weight=3.7593315406411412 90.818994779799596 3.0863405242107538 leaf_count=104 2624 102 internal_value=0 3.17342e-05 internal_weight=0 93.9053 internal_count=2830 2726 is_linear=0 shrinkage=0.000439788 Tree=9481 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=1.97276 2.96448 threshold=-0.24487499999999998 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028915035680352082 1.8925230987386224e-05 0.00045276174147689555 leaf_weight=3.7958785067239651 91.028216904591318 3.132867878453907 leaf_count=104 2624 102 internal_value=0 3.34484e-05 internal_weight=0 94.1611 internal_count=2830 2726 is_linear=0 shrinkage=0.000439788 Tree=9482 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=2.00655 2.94133 threshold=-0.24487499999999998 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029166322720267074 1.964225224306581e-05 0.00045270910867484352 leaf_weight=3.7864020379565764 91.0375791296633 3.1189121316401716 leaf_count=104 2624 102 internal_value=0 3.40764e-05 internal_weight=0 94.1565 internal_count=2830 2726 is_linear=0 shrinkage=0.000439788 Tree=9483 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=2.10181 2.86906 threshold=-0.24487499999999998 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01543639671251339 0.00094740704414910987 0.023064325557521474 leaf_weight=3.7396411671725209 90.303616802087163 3.0313241885287416 leaf_count=104 2624 102 internal_value=0 0.00167029 internal_weight=0 93.3349 internal_count=2830 2726 is_linear=0 shrinkage=0.0224292 Tree=9484 num_leaves=3 num_cat=0 split_feature=14 39 split_gain=2.21048 2.08143 threshold=0.078275000000000025 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00032849442292292084 -0.00038927386641910788 3.6710855138135364e-05 leaf_weight=3.1006284343893631 2.5400861637963308 92.991728308641086 leaf_count=57 88 2688 internal_value=0 2.48638e-05 internal_weight=0 96.0924 internal_count=2833 2745 is_linear=0 shrinkage=0.000439788 Tree=9485 num_leaves=3 num_cat=0 split_feature=39 14 split_gain=2.02166 2.02264 threshold=-1.0000000180025095e-35 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017234629545711696 0.001727776382297063 -0.018805808717649752 leaf_weight=3.0752108314773059 91.996998658198208 2.4593029242205366 leaf_count=57 2688 88 internal_value=0 0.00118946 internal_weight=0 94.4563 internal_count=2833 2776 is_linear=0 shrinkage=0.0224292 Tree=9486 num_leaves=3 num_cat=0 split_feature=39 14 split_gain=1.87609 1.88108 threshold=-1.0000000180025095e-35 0.078275000000000025 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032430622914213068 3.2216645778345388e-05 -0.00035592643384172595 leaf_weight=3.1033312378567635 92.873060838693164 2.46039372445557 leaf_count=57 2688 88 internal_value=0 2.21301e-05 internal_weight=0 95.3335 internal_count=2833 2776 is_linear=0 shrinkage=0.000439788 Tree=9487 num_leaves=3 num_cat=0 split_feature=39 1456 split_gain=1.89116 1.78813 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00032657348317748091 -0.00036379499501429992 3.2114393893432538e-05 leaf_weight=3.0767303915636139 2.2411423012918013 92.831103681382956 leaf_count=57 269 2507 internal_value=0 2.27104e-05 internal_weight=0 95.0722 internal_count=2833 2776 is_linear=0 shrinkage=0.000439788 Tree=9488 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=1.94364 1.88031 threshold=1.0000000180025095e-35 0.087520000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015224977633629937 -0.015171917891484948 -0.012413797748702047 leaf_weight=90.764112070059127 3.9864392332092384 5.127450720588512 leaf_count=2534 72 262 internal_value=0 0.000774982 internal_weight=0 95.8916 internal_count=2868 2796 is_linear=0 shrinkage=0.0224292 Tree=9489 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=1.8633 1.79977 threshold=1.0000000180025095e-35 0.087520000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014884440345067234 -0.014879194406612067 -0.012156886085020947 leaf_weight=90.758839633908337 3.9742099511422557 5.1188766213226691 leaf_count=2534 72 262 internal_value=0 0.000757649 internal_weight=0 95.8777 internal_count=2868 2796 is_linear=0 shrinkage=0.0224292 Tree=9490 num_leaves=3 num_cat=0 split_feature=453 12 split_gain=1.7861 1.78834 threshold=1.0000000180025095e-35 0.092355000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0023668519161040482 -0.014590465986881457 -0.0050277962472547021 leaf_weight=74.791870698771163 3.962465197488199 21.072753045055379 leaf_count=1938 72 858 internal_value=0 0.000740699 internal_weight=0 95.8646 internal_count=2868 2796 is_linear=0 shrinkage=0.0224292 Tree=9491 num_leaves=3 num_cat=0 split_feature=453 484 split_gain=1.71193 1.72791 threshold=1.0000000180025095e-35 0.087520000000000014 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014401234633420136 -0.014305758167928199 -0.011937429155637285 leaf_weight=90.730336582607379 3.9511903684324343 5.1129820655928588 leaf_count=2534 72 262 internal_value=0 0.000724232 internal_weight=0 95.8433 internal_count=2868 2796 is_linear=0 shrinkage=0.0224292 Tree=9492 num_leaves=3 num_cat=0 split_feature=14 376 split_gain=1.86005 1.8159 threshold=0.077685000000000018 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9457768596156656e-06 -0.018726719837292172 0.013365456851005476 leaf_weight=92.668984340663428 2.5140497676684381 5.3951800326685762 leaf_count=2610 93 139 internal_value=0 0.000739622 internal_weight=0 98.0642 internal_count=2842 2749 is_linear=0 shrinkage=0.0224292 Tree=9493 num_leaves=4 num_cat=0 split_feature=3 43 3 split_gain=1.7812 4.4815 3.86705 threshold=-0.078669999999999976 -0.053299999999999993 -0.081204999999999986 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.1111965537464361e-05 0.00024135209120975212 -2.1042215890951518e-05 -0.00055978659708675737 leaf_weight=33.967304560391767 17.093442122861234 47.618823527355744 2.8860752573473283 leaf_count=1340 475 797 230 internal_value=0 4.83187e-05 -7.27821e-05 internal_weight=0 64.7123 36.8534 internal_count=2842 1272 1570 is_linear=0 shrinkage=0.000439788 Tree=9494 num_leaves=4 num_cat=0 split_feature=16 48 42 split_gain=1.79611 2.41003 1.20415 threshold=0.41548500000000005 0.081890000000000004 0.095485000000000014 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3067670994359479e-05 7.4327905885377435e-05 8.3847846822903885e-05 0.00043633114988057603 leaf_weight=60.236559160270644 4.6706377065493134 33.641171444641259 2.8596675020671682 leaf_count=2094 166 541 41 internal_value=0 -1.0414e-05 0.000212556 internal_weight=0 93.8777 7.53031 internal_count=2842 2635 207 is_linear=0 shrinkage=0.000439788 Tree=9495 num_leaves=3 num_cat=0 split_feature=14 33 split_gain=1.80163 1.8275 threshold=0.077685000000000018 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034840930170222819 -0.00036176641088705145 2.4312200945986027e-05 leaf_weight=2.5945256518607485 2.5060298979474274 96.011815103626759 leaf_count=42 93 2707 internal_value=0 1.44396e-05 internal_weight=0 98.6063 internal_count=2842 2749 is_linear=0 shrinkage=0.000439788 Tree=9496 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.89149 2.64064 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0028365225328399837 -0.011892779584346662 -0.017528747998974963 leaf_weight=93.980279793561294 5.0636116504665543 3.2971289861934556 leaf_count=2426 87 306 internal_value=0 0.00214296 internal_weight=0 97.2774 internal_count=2819 2732 is_linear=0 shrinkage=0.0224292 Tree=9497 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.80872 2.54194 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0027733692076330509 -0.011632857962991971 -0.017295019580370264 leaf_weight=93.965044049147309 5.0610972105437204 3.2673333793327393 leaf_count=2426 87 306 internal_value=0 0.00209574 internal_weight=0 97.2324 internal_count=2819 2732 is_linear=0 shrinkage=0.0224292 Tree=9498 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.69887 2.51558 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=5.5401574901234325e-05 -0.00021750955587002943 -0.00033493496186995023 leaf_weight=94.801512352015379 5.1047031356547441 3.2857948122091321 leaf_count=2426 87 306 internal_value=0 4.22632e-05 internal_weight=0 98.0873 internal_count=2819 2732 is_linear=0 shrinkage=0.000439788 Tree=9499 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.72742 2.44605 threshold=0.12879500000000002 0.10124500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0027126118248995655 -0.011367614094898679 -0.01705652212243651 leaf_weight=93.966495081987887 5.0597222251922167 3.2388714733656334 leaf_count=2426 87 306 internal_value=0 0.00205069 internal_weight=0 97.2054 internal_count=2819 2732 is_linear=0 shrinkage=0.0224292 Tree=9500 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=3.13486 1.92711 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051661996676120338 -8.2470088511303296e-05 4.7923911905896337e-05 leaf_weight=2.302520019504299 34.373914569114277 60.437808578082695 leaf_count=17 1431 1390 internal_value=0 6.42582e-07 internal_weight=0 94.8117 internal_count=2838 2821 is_linear=0 shrinkage=0.000439788 Tree=9501 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=3.18923 1.90238 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00051981079841933965 -7.9681085887812187e-05 4.9904120473621613e-05 leaf_weight=2.2933817254097439 34.353954446191437 60.42044853733023 leaf_count=17 1431 1390 internal_value=0 2.92531e-06 internal_weight=0 94.7744 internal_count=2838 2821 is_linear=0 shrinkage=0.000439788 Tree=9502 num_leaves=3 num_cat=0 split_feature=1375 4 split_gain=3.22135 1.42384 threshold=-0.43271999999999994 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026710316928606089 -0.012001918051564107 0.00073317815322698852 leaf_weight=2.2908607720291903 4.6280386647558762 88.995021986096162 leaf_count=17 121 2700 internal_value=0 0.00010133 internal_weight=0 93.6231 internal_count=2838 2821 is_linear=0 shrinkage=0.0224292 Tree=9503 num_leaves=3 num_cat=0 split_feature=1375 1 split_gain=3.08734 1.9209 threshold=-0.43271999999999994 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.026180009761322239 -0.0041522738419967611 0.0025260118266310096 leaf_weight=2.2852922596493945 34.017730762411702 59.600951491155229 leaf_count=17 1431 1390 internal_value=0 9.90061e-05 internal_weight=0 93.6187 internal_count=2838 2821 is_linear=0 shrinkage=0.0224292 Tree=9504 num_leaves=4 num_cat=0 split_feature=2 484 150 split_gain=1.86514 3.36902 3.15756 threshold=0.10396000000000001 -0.0048899999999999994 0.094545000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.020544315972807908 -0.0054500350638339752 0.005839607501936842 0.014542994852303297 leaf_weight=2.5016368068163493 22.422454213841778 71.934353037617711 4.810239619062485 leaf_count=367 614 1782 89 internal_value=0 0.00494786 -0.00191086 internal_weight=0 74.436 27.2327 internal_count=2852 2149 703 is_linear=0 shrinkage=0.0224292 Tree=9505 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.84813 2.4116 threshold=0.2623950000000001 -0.17307499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029649226126067182 -0.00029726124266529178 4.9898258742154718e-05 leaf_weight=8.3576617587095807 2.6941479987485755 91.192588278134281 leaf_count=123 90 2639 internal_value=0 7.06537e-05 internal_weight=0 99.5503 internal_count=2852 2762 is_linear=0 shrinkage=0.000439788 Tree=9506 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.75822 2.43529 threshold=0.2623950000000001 -0.17307499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0002939296492217907 -0.00029184387100934014 4.6684811659857633e-05 leaf_weight=8.3941316726904898 2.6866655690732832 91.739298271482767 leaf_count=123 90 2639 internal_value=0 6.74633e-05 internal_weight=0 100.133 internal_count=2852 2762 is_linear=0 shrinkage=0.000439788 Tree=9507 num_leaves=3 num_cat=0 split_feature=13 43 split_gain=1.78411 2.42959 threshold=0.2623950000000001 -0.17307499999999998 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029617976031146167 -0.0002925485925182273 4.8505915382149458e-05 leaf_weight=8.3453371735813544 2.688295371658568 91.22657094954684 leaf_count=123 90 2639 internal_value=0 6.93168e-05 internal_weight=0 99.5719 internal_count=2852 2762 is_linear=0 shrinkage=0.000439788 Tree=9508 num_leaves=4 num_cat=0 split_feature=47 0 150 split_gain=2.56917 4.00002 2.99427 threshold=0.087850000000000025 -0.061889999999999994 -0.18357499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044167332128676305 -0.00032750367082193846 0.0001703002908294995 1.1383363780112768e-05 leaf_weight=3.2441887479508287 9.9749432030421286 4.5260738549404769 75.441734821689352 leaf_count=24 285 75 2391 internal_value=0 -0.000172109 2.92269e-05 internal_weight=0 14.501 78.6859 internal_count=2775 360 2415 is_linear=0 shrinkage=0.000439788 Tree=9509 num_leaves=4 num_cat=0 split_feature=47 0 150 split_gain=2.69634 3.907 3.0333 threshold=0.087850000000000025 -0.061889999999999994 -0.18357499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044030775016931162 -0.00033217641409142413 0.00015744468863719592 9.3840958462070615e-06 leaf_weight=3.2773909457027903 10.00453491995995 4.584480695455567 75.990792975710974 leaf_count=24 285 75 2391 internal_value=0 -0.000178312 2.73026e-05 internal_weight=0 14.589 79.2682 internal_count=2775 360 2415 is_linear=0 shrinkage=0.000439788 Tree=9510 num_leaves=4 num_cat=0 split_feature=47 0 150 split_gain=2.42347 3.96378 3.03735 threshold=0.087850000000000025 -0.061889999999999994 -0.18357499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044463486180084842 -0.00032017500202495406 0.00017439926681209883 1.2557915463050495e-05 leaf_weight=3.2640434266068032 9.9571499061312334 4.5554351442260659 75.775210006857378 leaf_count=24 285 75 2391 internal_value=0 -0.000164905 3.05042e-05 internal_weight=0 14.5126 79.0393 internal_count=2775 360 2415 is_linear=0 shrinkage=0.000439788 Tree=9511 num_leaves=4 num_cat=0 split_feature=47 0 150 split_gain=2.47845 3.94372 3.03615 threshold=0.087850000000000025 -0.061889999999999994 -0.18357499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022655443952899292 -0.016586556324109176 0.0087043513206430511 0.00052432657315586216 leaf_weight=3.2346105631440869 9.8919049752439587 4.5002973553491747 75.070346937816794 leaf_count=24 285 75 2391 internal_value=0 -0.00867729 0.00144382 internal_weight=0 14.3922 78.305 internal_count=2775 360 2415 is_linear=0 shrinkage=0.0224292 Tree=9512 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.83748 2.90252 threshold=-0.098834999999999992 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030427951747228471 -0.00048829920491579189 1.8697067799622952e-05 leaf_weight=4.1796395878191097 2.2155412735301061 96.390589541896588 leaf_count=60 242 2541 internal_value=0 7.21325e-06 internal_weight=0 98.6061 internal_count=2843 2783 is_linear=0 shrinkage=0.000439788 Tree=9513 num_leaves=3 num_cat=0 split_feature=457 484 split_gain=1.844 2.87793 threshold=-0.098834999999999992 -0.083139999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003063339094048265 -0.00048770578508888004 1.9937719676953708e-05 leaf_weight=4.1741917926119632 2.1905119531047594 96.170899864103831 leaf_count=60 242 2541 internal_value=0 8.54003e-06 internal_weight=0 98.3614 internal_count=2843 2783 is_linear=0 shrinkage=0.000439788 Tree=9514 num_leaves=4 num_cat=0 split_feature=47 47 13 split_gain=1.83267 3.98001 2.54119 threshold=0.088995000000000005 0.11170500000000001 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7325501213261958e-05 -0.00030640404847935446 9.4737666389608816e-05 -0.00023538902433870856 leaf_weight=77.326520360720679 9.4908189322850394 9.6122748544057668 5.7447125335247611 leaf_count=2335 187 160 161 internal_value=0 -0.000104665 4.63423e-05 internal_weight=0 19.1031 83.0712 internal_count=2843 347 2496 is_linear=0 shrinkage=0.000439788 Tree=9515 num_leaves=4 num_cat=0 split_feature=47 47 13 split_gain=1.86152 3.96783 2.53395 threshold=0.088995000000000005 0.11170500000000001 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0034834376646005016 -0.015654078174401353 0.0048099359574350804 -0.01195723318016241 leaf_weight=76.991149662638691 9.4581999067813758 9.575587344254016 5.7271617520859754 leaf_count=2335 187 160 161 internal_value=0 -0.00536446 0.00241186 internal_weight=0 19.0338 82.7183 internal_count=2843 347 2496 is_linear=0 shrinkage=0.0224292 Tree=9516 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=2.94085 6.055 3.72763 threshold=-0.10072999999999999 0.086035000000000014 0.08790000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00017201226387208941 -0.00014348228753147235 0.00021220714609699191 -9.9875325556936107e-05 leaf_weight=30.967809288849821 42.214149344381894 11.837210715904801 14.217870884501279 leaf_count=414 1968 305 163 internal_value=0 -6.55391e-05 8.64556e-05 internal_weight=0 54.0514 45.1857 internal_count=2850 2273 577 is_linear=0 shrinkage=0.000439788 Tree=9517 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=2.56345 5.85292 3.7069 threshold=-0.10072999999999999 0.086035000000000014 0.08790000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016929765742535694 -0.00013643433479996973 0.00021422005460257002 -0.00010285899662260824 leaf_weight=30.641135340523761 41.756225320933027 11.791026207429239 14.130229248517933 leaf_count=414 1968 305 163 internal_value=0 -5.91719e-05 8.33954e-05 internal_weight=0 53.5473 44.7714 internal_count=2850 2273 577 is_linear=0 shrinkage=0.000439788 Tree=9518 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=2.60305 5.83852 3.70868 threshold=-0.10072999999999999 0.086035000000000014 0.08790000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0085940957669380629 -0.0071086232313923052 0.010850417885523773 -0.0053336595617263513 leaf_weight=30.452572172300279 41.359823944243999 11.658467821385782 14.038581969706682 leaf_count=414 1968 305 163 internal_value=0 -0.00315703 0.00419898 internal_weight=0 53.0183 44.4912 internal_count=2850 2273 577 is_linear=0 shrinkage=0.0224292 Tree=9519 num_leaves=4 num_cat=0 split_feature=0 48 48 split_gain=2.46855 5.3212 3.58155 threshold=-0.10072999999999999 0.086035000000000014 0.08790000000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00016334171985782101 -0.00013422621305804472 0.00020072592741389385 -0.0001040146892677011 leaf_weight=30.644746859041334 41.911766900677321 11.724296555843464 14.15385308939676 leaf_count=414 1968 305 163 internal_value=0 -6.09637e-05 7.88637e-05 internal_weight=0 53.6361 44.7986 internal_count=2850 2273 577 is_linear=0 shrinkage=0.000439788 Tree=9520 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=3.2122 2.81103 threshold=-0.43271999999999994 0.085945000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049736744584674795 8.5633639445263678e-05 -6.6541308176791607e-05 leaf_weight=2.2965657309678127 60.53759650459051 38.327348163167244 leaf_count=16 1241 1633 internal_value=0 2.66379e-05 internal_weight=0 98.8649 internal_count=2890 2874 is_linear=0 shrinkage=0.000439788 Tree=9521 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=3.29392 2.62355 threshold=-0.43271999999999994 0.085945000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025805116857631004 0.0042785240692737158 -0.0032724102031361163 leaf_weight=2.2799515761789726 59.796188013180654 37.744273567941036 leaf_count=16 1241 1633 internal_value=0 0.00135654 internal_weight=0 97.5405 internal_count=2890 2874 is_linear=0 shrinkage=0.0224292 Tree=9522 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=3.10324 2.58013 threshold=-0.43271999999999994 0.085945000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049064440218574504 8.2742061825445616e-05 -6.3722170305941954e-05 leaf_weight=2.2820878994307341 60.055136093701549 37.946592109360608 leaf_count=16 1241 1633 internal_value=0 2.60293e-05 internal_weight=0 98.0017 internal_count=2890 2874 is_linear=0 shrinkage=0.000439788 Tree=9523 num_leaves=3 num_cat=0 split_feature=1375 12 split_gain=3.13627 2.55718 threshold=-0.43271999999999994 0.085945000000000008 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049185010720812405 8.3202035303248152e-05 -6.2515931219648017e-05 leaf_weight=2.289223449475684 60.127669640025033 37.997299267522067 leaf_count=16 1241 1633 internal_value=0 2.67739e-05 internal_weight=0 98.125 internal_count=2890 2874 is_linear=0 shrinkage=0.000439788 Tree=9524 num_leaves=3 num_cat=0 split_feature=148 447 split_gain=1.9522 1.9389 threshold=-0.082164999999999988 0.08537500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.016652753290722997 0.00066841286603335284 0.020854351411699498 leaf_weight=3.1716613674871033 95.384204206170125 2.4363772787037297 leaf_count=92 2755 66 internal_value=0 0.00117515 internal_weight=0 97.8206 internal_count=2913 2821 is_linear=0 shrinkage=0.0224292 Tree=9525 num_leaves=3 num_cat=0 split_feature=148 447 split_gain=1.85137 1.89937 threshold=-0.082164999999999988 0.08537500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031688444321091954 1.252351187848336e-05 0.00040623900949503814 leaf_weight=3.196124706460977 95.997322920406987 2.4108602783671804 leaf_count=92 2755 66 internal_value=0 2.22459e-05 internal_weight=0 98.4082 internal_count=2913 2821 is_linear=0 shrinkage=0.000439788 Tree=9526 num_leaves=3 num_cat=0 split_feature=148 447 split_gain=1.86858 1.88703 threshold=-0.082164999999999988 0.08537500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01631304015180347 0.00065284858895848401 0.020728861629724659 leaf_weight=3.164213940697663 95.396016159933879 2.3959147183340965 leaf_count=92 2755 66 internal_value=0 0.00114866 internal_weight=0 97.7919 internal_count=2913 2821 is_linear=0 shrinkage=0.0224292 Tree=9527 num_leaves=3 num_cat=0 split_feature=148 1213 split_gain=1.79013 1.86229 threshold=-0.082164999999999988 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015987211524025057 -0.014631273681368137 0.0017314236921220757 leaf_weight=3.1567601554634157 3.6152393969218783 94.137613052606412 leaf_count=92 447 2374 internal_value=0 0.00112354 internal_weight=0 97.7529 internal_count=2913 2821 is_linear=0 shrinkage=0.0224292 Tree=9528 num_leaves=3 num_cat=0 split_feature=150 47 split_gain=2.46991 2.94562 threshold=-0.081029999999999977 0.09550500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00024030001270872804 -6.4973435033684575e-05 0.00014828586529912557 leaf_weight=6.9543358283262924 78.641367510173495 14.881397529992681 leaf_count=100 2478 260 internal_value=0 -3.10161e-05 internal_weight=0 93.5228 internal_count=2838 2738 is_linear=0 shrinkage=0.000439788 Tree=9529 num_leaves=3 num_cat=0 split_feature=150 47 split_gain=2.36142 3.22187 threshold=-0.081029999999999977 0.09550500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00023691311372288403 -6.5007924010390428e-05 0.00015811735448678998 leaf_weight=6.9026650421292279 78.25985774662422 14.880754291010815 leaf_count=100 2478 260 internal_value=0 -2.93349e-05 internal_weight=0 93.1406 internal_count=2838 2738 is_linear=0 shrinkage=0.000439788 Tree=9530 num_leaves=3 num_cat=0 split_feature=150 47 split_gain=2.35621 3.13343 threshold=-0.081029999999999977 0.09550500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01209854926505121 -0.003322242909950555 0.0079490120208256104 leaf_weight=6.8484095501771654 77.534891426242666 14.752726812723266 leaf_count=100 2478 260 internal_value=0 -0.00151919 internal_weight=0 92.2876 internal_count=2838 2738 is_linear=0 shrinkage=0.0224292 Tree=9531 num_leaves=4 num_cat=0 split_feature=43 4 3 split_gain=2.31099 3.10083 1.15722 threshold=-0.15765999999999997 -0.48515499999999995 -0.088074999999999987 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.013999489236109115 -0.023876049181868645 -0.0010681301694892141 0.00043598013839377944 leaf_weight=7.4649525037939384 3.0920429105317444 83.063794273148233 5.4848939431976742 leaf_count=138 137 2479 84 internal_value=0 -0.00189179 0.00826378 internal_weight=0 86.1558 12.9498 internal_count=2838 2616 222 is_linear=0 shrinkage=0.0224292 Tree=9532 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.03985 2.872 threshold=-0.51412499999999983 0.15355000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018705178780776918 0.0012455719996870595 0.021897805325061821 leaf_weight=2.4347907030605702 92.066995523189689 3.4979702193086259 leaf_count=56 2734 40 internal_value=0 0.00200573 internal_weight=0 95.565 internal_count=2830 2774 is_linear=0 shrinkage=0.0224292 Tree=9533 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.90838 2.78974 threshold=-0.51412499999999983 0.15355000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.000350380037255143 2.5614783919353821e-05 0.00042507497310713535 leaf_weight=2.463102456269552 92.712834908152217 3.4905458096127395 leaf_count=56 2734 40 internal_value=0 4.01899e-05 internal_weight=0 96.2034 internal_count=2830 2774 is_linear=0 shrinkage=0.000439788 Tree=9534 num_leaves=3 num_cat=0 split_feature=14 3 split_gain=1.96098 2.57386 threshold=-0.24529999999999999 0.28833000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.014141298883347026 0.0014441795815852388 0.023050741622670214 leaf_weight=3.8751304158122357 91.257770351760882 2.8416043980723762 leaf_count=99 2630 101 internal_value=0 0.0021012 internal_weight=0 94.0994 internal_count=2830 2731 is_linear=0 shrinkage=0.0224292 Tree=9535 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=1.94825 2.7819 threshold=-0.51412499999999983 0.15355000000000005 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018298179521721102 0.0011872918221291998 0.021628579249413662 leaf_weight=2.4375500825117333 92.026741700387902 3.4568612021284926 leaf_count=56 2734 40 internal_value=0 0.00193152 internal_weight=0 95.4836 internal_count=2830 2774 is_linear=0 shrinkage=0.0224292 Tree=9536 num_leaves=4 num_cat=0 split_feature=12 2 2 split_gain=2.05446 3.30611 3.09974 threshold=0.097325000000000009 1.0000000180025095e-35 0.080495000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.011063000407416855 0.01832225685655452 0.00072380649596829379 -0.0018862947471728717 leaf_weight=14.717101531206934 7.0996994794040793 63.802238207560094 8.229250793470781 leaf_count=538 123 1783 345 internal_value=0 -0.00148758 0.00748457 internal_weight=0 78.5193 15.329 internal_count=2789 2321 468 is_linear=0 shrinkage=0.0224292 Tree=9537 num_leaves=4 num_cat=0 split_feature=52 160 52 split_gain=2.03954 3.05283 0.965737 threshold=0.18829500000000002 -0.23016499999999998 0.51791000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024586529517678226 -0.025430433796752156 -6.0822953049157918e-05 -0.001955529325113468 leaf_weight=2.5842152897703263 2.2509744988915368 87.479822458450599 1.4469674778342776 leaf_count=76 236 2404 73 internal_value=0 0.000651446 -0.0163022 internal_weight=0 90.064 3.69794 internal_count=2789 2480 309 is_linear=0 shrinkage=0.0224292 Tree=9538 num_leaves=4 num_cat=0 split_feature=52 160 52 split_gain=1.97214 2.94001 0.954594 threshold=0.18829500000000002 -0.23016499999999998 0.51791000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.024211052716509987 -0.025337301423771774 -5.9458970270193521e-05 -0.0019125275031876361 leaf_weight=2.5659360191511942 2.2091178363593822 87.480069101404297 1.4467492371318256 leaf_count=76 236 2404 73 internal_value=0 0.000637135 -0.0161254 internal_weight=0 90.046 3.65587 internal_count=2789 2480 309 is_linear=0 shrinkage=0.0224292 Tree=9539 num_leaves=4 num_cat=0 split_feature=12 2 2 split_gain=1.95776 3.17484 2.99753 threshold=0.097325000000000009 1.0000000180025095e-35 0.080495000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01086462833581635 0.01801430195393634 0.00071275076637674717 -0.0019019820011585598 leaf_weight=14.635981710403938 7.0623592248884952 63.743329732143138 8.2012327171232737 leaf_count=538 123 1783 345 internal_value=0 -0.00145124 0.00732414 internal_weight=0 78.3793 15.2636 internal_count=2789 2321 468 is_linear=0 shrinkage=0.0224292 Tree=9540 num_leaves=4 num_cat=0 split_feature=15 15 43 split_gain=2.58351 3.87953 2.04082 threshold=-0.11532999999999999 -0.095034999999999981 -0.030594999999999994 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0067154818102212292 0.014293971452137528 0.0014921280016191615 -0.012440383079045859 leaf_weight=3.9259001925456678 14.295156986413529 70.896747056847289 9.6322815096591494 leaf_count=195 150 2265 245 internal_value=0 0.00364299 -0.00689198 internal_weight=0 85.1919 13.5582 internal_count=2855 2415 440 is_linear=0 shrinkage=0.0224292 Tree=9541 num_leaves=4 num_cat=0 split_feature=15 15 4 split_gain=2.47014 3.71718 2.49206 threshold=-0.11532999999999999 -0.095034999999999981 0.27150500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.019598439773110526 0.013999146224088509 0.0014586822312172335 0.0004436476424741799 leaf_weight=4.8459757957634784 14.269530209174262 70.896145643934233 8.7040914071931166 leaf_count=188 150 2265 252 internal_value=0 0.00356251 -0.00674159 internal_weight=0 85.1657 13.5501 internal_count=2855 2415 440 is_linear=0 shrinkage=0.0224292 Tree=9542 num_leaves=4 num_cat=0 split_feature=42 14 39 split_gain=2.38077 2.45954 1.39114 threshold=0.10258000000000002 -0.13131999999999996 0.055555000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00026673142186111113 -0.00043792288544539126 7.2189806915572632e-05 3.0135315457650801e-05 leaf_weight=4.3221425604715469 3.0600006213135194 90.189718901330252 2.0392490164667834 leaf_count=89 241 2444 81 internal_value=0 5.66398e-05 -0.000251327 internal_weight=0 94.5119 5.09925 internal_count=2855 2533 322 is_linear=0 shrinkage=0.000439788 Tree=9543 num_leaves=4 num_cat=0 split_feature=42 14 39 split_gain=2.40168 2.57174 1.42841 threshold=0.10258000000000002 -0.13131999999999996 0.055555000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00027268103087919405 -0.00044010976896230285 7.2956770936533061e-05 3.4105040650941848e-05 leaf_weight=4.346229826398484 3.0759222030064839 90.344314275982924 2.0328989340050612 leaf_count=89 241 2444 81 internal_value=0 5.70405e-05 -0.000251986 internal_weight=0 94.6905 5.10882 internal_count=2855 2533 322 is_linear=0 shrinkage=0.000439788 Tree=9544 num_leaves=4 num_cat=0 split_feature=16 47 43 split_gain=2.87256 4.64251 2.48294 threshold=-0.083919999999999981 0.12339500000000002 0.096985000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.005958994906835588 -0.005554549716373534 0.019238550788509032 -0.012441459964920038 leaf_weight=37.734359827180015 49.884238001745871 4.0939503110566866 4.070910745119817 leaf_count=832 1768 62 147 internal_value=0 -0.00366799 0.00416234 internal_weight=0 53.9782 41.8053 internal_count=2809 1830 979 is_linear=0 shrinkage=0.0224292 Tree=9545 num_leaves=4 num_cat=0 split_feature=1 16 3 split_gain=3.3143 3.0731 1.55508 threshold=0.10859000000000002 -0.083919999999999981 0.12086000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.2078577748257146e-05 0.00022287372166084169 -0.00012977929283643046 -1.0390119259942227e-05 leaf_weight=31.72474335453353 15.144991065339129 41.41489273470188 8.6959544878227444 leaf_count=737 349 1557 166 internal_value=0 -5.09044e-05 0.000137851 internal_weight=0 73.1396 23.8409 internal_count=2809 2294 515 is_linear=0 shrinkage=0.000439788 Tree=9546 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=3.32928 3.20775 2.05003 threshold=0.10859000000000002 -0.083919999999999981 -0.20489499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027529204740858963 -0.0083301692213425781 -0.0067753075725305737 0.0099337361241833167 leaf_weight=31.462680951007769 3.6472556854569147 40.812978278043374 19.825161601687796 leaf_count=737 38 1557 477 internal_value=0 -0.00262789 0.00709134 internal_weight=0 72.2757 23.4724 internal_count=2809 2294 515 is_linear=0 shrinkage=0.0224292 Tree=9547 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=3.13265 3.10202 1.92246 threshold=0.10859000000000002 -0.083919999999999981 -0.20489499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.4136553630744566e-05 -0.00015627088815013874 -0.00012876397170038541 0.00018803594586147779 leaf_weight=31.688120203021299 3.7013285569410099 41.279563272166342 20.085634206172472 leaf_count=737 38 1557 477 internal_value=0 -4.93413e-05 0.000134378 internal_weight=0 72.9677 23.787 internal_count=2809 2294 515 is_linear=0 shrinkage=0.000439788 Tree=9548 num_leaves=4 num_cat=0 split_feature=47 3 47 split_gain=3.35646 5.25275 2.22772 threshold=0.088995000000000005 -0.10600999999999998 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00062218344630866537 0.016402606425618041 -0.015686401437842713 0.022487964790914229 leaf_weight=82.135745107770163 3.1385587516215336 13.73327767872979 2.393818508979165 leaf_count=2539 39 318 35 internal_value=0 -0.0097053 0.00124635 internal_weight=0 16.8718 84.5296 internal_count=2931 357 2574 is_linear=0 shrinkage=0.0224292 Tree=9549 num_leaves=4 num_cat=0 split_feature=47 3 150 split_gain=3.20404 4.97844 2.21243 threshold=0.088995000000000005 -0.10600999999999998 -0.096549999999999983 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00033868254161913228 0.00031448413515860818 -0.00029917496772081123 7.8619974511738735e-06 leaf_weight=4.0892449279781422 3.1216669819359621 13.7880503911947 80.99689792735353 leaf_count=44 39 318 2530 internal_value=0 -0.000185662 2.38337e-05 internal_weight=0 16.9097 85.0861 internal_count=2931 357 2574 is_linear=0 shrinkage=0.000439788 Tree=9550 num_leaves=4 num_cat=0 split_feature=4 47 4 split_gain=3.37679 4.86467 2.81113 threshold=-0.083504999999999982 0.087235000000000021 -0.085774999999999976 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.2323140744940285e-05 -4.0023243010266033e-06 -0.00028831620505415334 0.00051836580796734658 leaf_weight=23.48990397046828 61.427558775634679 14.342095262400106 3.0751269382126329 leaf_count=498 1995 325 113 internal_value=0 -5.78779e-05 0.000124292 internal_weight=0 75.7697 26.565 internal_count=2931 2320 611 is_linear=0 shrinkage=0.000439788 Tree=9551 num_leaves=4 num_cat=0 split_feature=47 3 47 split_gain=3.21442 5.0234 2.10089 threshold=0.088995000000000005 -0.10600999999999998 0.085165000000000018 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.3279185904573331e-05 0.00031609386014351223 -0.00029876783485062355 0.00043081346535115946 leaf_weight=82.862069455673918 3.1403662964562526 13.804944959178099 2.379236891763866 leaf_count=2539 39 318 35 internal_value=0 -0.000184592 2.50272e-05 internal_weight=0 16.9453 85.2413 internal_count=2931 357 2574 is_linear=0 shrinkage=0.000439788 Tree=9552 num_leaves=3 num_cat=0 split_feature=43 4 split_gain=1.96198 3.18663 threshold=-0.26788499999999998 -0.51412499999999983 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.011361990371020049 -0.029641093244463807 -0.00088436046179431367 leaf_weight=6.3500614280924301 1.9635248261038203 87.343884026332489 leaf_count=134 43 2696 internal_value=0 -0.00152281 internal_weight=0 89.3074 internal_count=2873 2739 is_linear=0 shrinkage=0.0224292 Tree=9553 num_leaves=4 num_cat=0 split_feature=0 0 133 split_gain=2.04533 3.49914 1.7533 threshold=-0.076734999999999984 -0.10072999999999999 -0.083314999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.8478080661752212e-05 0.00036524961253040275 -0.00019647598605083185 4.0657015632091508e-05 leaf_weight=40.799024784302674 3.597192875637119 22.829461828000149 29.335349448521811 leaf_count=573 78 1384 838 internal_value=0 -5.86817e-05 7.63031e-05 internal_weight=0 63.6285 32.9325 internal_count=2873 1957 916 is_linear=0 shrinkage=0.000439788 Tree=9554 num_leaves=4 num_cat=0 split_feature=13 2 42 split_gain=1.92583 3.02902 2.30139 threshold=-0.017354999999999999 0.097955000000000014 0.073240000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0091727161036953987 0.00054390752537965324 0.0032377172040423149 0.015579977711729627 leaf_weight=25.12641649149009 48.533631754404269 16.298625299295509 5.7061295437633808 leaf_count=1242 1122 430 79 internal_value=0 -0.00429061 0.00213066 internal_weight=0 41.425 54.2398 internal_count=2873 1672 1201 is_linear=0 shrinkage=0.0224292 Tree=9555 num_leaves=4 num_cat=0 split_feature=0 13 43 split_gain=2.04415 2.44166 1.87657 threshold=-0.035274999999999994 -0.014114999999999997 0.061295000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013177087258466172 1.1877949060095835e-05 2.6356963837093535e-05 0.00028990592964523316 leaf_weight=34.417520662846528 13.08768791962939 41.814694181598497 7.3049437785230102 leaf_count=1606 305 908 54 internal_value=0 -4.50501e-05 0.00011165 internal_weight=0 76.2322 20.3926 internal_count=2873 2514 359 is_linear=0 shrinkage=0.000439788 Tree=9556 num_leaves=4 num_cat=0 split_feature=160 159 1 split_gain=2.42623 2.31047 0.418505 threshold=-0.20907999999999996 0.10516000000000002 0.095575000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048571218133380156 5.3078112030825801e-05 -0.00029802156481195609 -0.000188667581734075 leaf_weight=1.6305525145612585 93.727087396197021 3.7521602765245907 2.1615523690270493 leaf_count=218 2318 182 88 internal_value=0 3.95079e-05 -0.000318186 internal_weight=0 97.4792 3.7921 internal_count=2806 2500 306 is_linear=0 shrinkage=0.000439788 Tree=9557 num_leaves=4 num_cat=0 split_feature=160 159 1 split_gain=2.41316 2.33815 0.416695 threshold=-0.20907999999999996 0.10516000000000002 0.095575000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048571578636728157 5.2410235579579561e-05 -0.00030137016800784719 -0.00018911393583359787 leaf_weight=1.6253730405524032 93.429427542583198 3.7396785581477152 2.1642608781112358 leaf_count=218 2318 182 88 internal_value=0 3.8738e-05 -0.000318123 internal_weight=0 97.1691 3.78963 internal_count=2806 2500 306 is_linear=0 shrinkage=0.000439788 Tree=9558 num_leaves=4 num_cat=0 split_feature=160 159 1 split_gain=2.4221 2.3526 0.410225 threshold=-0.20907999999999996 0.10516000000000002 0.095575000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048573855573660088 5.1951566430915841e-05 -0.00030317290889630982 -0.00019131025011283673 leaf_weight=1.6239613817206184 93.443276606833933 3.7340888004291619 2.1647499219470774 leaf_count=218 2318 182 88 internal_value=0 3.82489e-05 -0.000319314 internal_weight=0 97.1774 3.78871 internal_count=2806 2500 306 is_linear=0 shrinkage=0.000439788 Tree=9559 num_leaves=4 num_cat=0 split_feature=160 159 1 split_gain=2.42116 2.33854 0.412478 threshold=-0.20907999999999996 0.10516000000000002 0.095575000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00048590748781969609 5.2073768062999765e-05 -0.00030157108685123957 -0.00019067032226765352 leaf_weight=1.6251999603446159 93.450066189477184 3.7432974295497834 2.161750510596903 leaf_count=218 2318 182 88 internal_value=0 3.8397e-05 -0.000319176 internal_weight=0 97.1934 3.78695 internal_count=2806 2500 306 is_linear=0 shrinkage=0.000439788 Tree=9560 num_leaves=4 num_cat=0 split_feature=13 43 52 split_gain=1.537 3.19911 2.02702 threshold=0.17850500000000002 -0.43548999999999999 0.28251000000000009 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.002492145421230235 0.009634440821822304 -0.020091049425963976 -0.015991834706200896 leaf_weight=90.210814308622503 2.9606128676282424 4.6767102742887792 3.0678805783659291 leaf_count=2393 91 82 263 internal_value=0 -0.00857265 0.00188107 internal_weight=0 7.63732 93.2787 internal_count=2829 173 2656 is_linear=0 shrinkage=0.0224292 Tree=9561 num_leaves=4 num_cat=0 split_feature=13 16 160 split_gain=1.49684 4.01314 2.02491 threshold=0.17850500000000002 0.23599500000000004 -0.40187499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00044816594933908465 -0.00050993951922493177 0.00012667031197971138 4.5954336593888105e-05 leaf_weight=1.6133826645773286 3.5056543812715963 4.1813172749389196 92.57931870074799 leaf_count=215 136 37 2441 internal_value=0 -0.000164201 3.74017e-05 internal_weight=0 7.68697 94.1927 internal_count=2829 173 2656 is_linear=0 shrinkage=0.000439788 Tree=9562 num_leaves=4 num_cat=0 split_feature=13 16 160 split_gain=1.46821 4.02723 1.98071 threshold=0.17850500000000002 0.23599500000000004 -0.40187499999999993 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.022815950394302797 -0.026134627139067945 0.0064966652727151087 0.0022729462629106486 leaf_weight=1.5918459619779231 3.4752403812535695 4.1641265354555799 91.662938600420603 leaf_count=215 136 37 2441 internal_value=0 -0.00837585 0.0018401 internal_weight=0 7.63937 93.2548 internal_count=2829 173 2656 is_linear=0 shrinkage=0.0224292 Tree=9563 num_leaves=4 num_cat=0 split_feature=13 16 52 split_gain=1.33944 3.8669 1.93702 threshold=0.17850500000000002 0.23599500000000004 0.16377000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0971477881079567e-05 -0.00049735836085490156 0.00012902716416597434 -0.00021665368214682869 leaf_weight=88.270052694406786 3.476711857657846 4.1786395521630766 5.5415030420372196 leaf_count=2323 136 37 333 internal_value=0 -0.000155978 3.51218e-05 internal_weight=0 7.65535 93.8116 internal_count=2829 173 2656 is_linear=0 shrinkage=0.000439788 Tree=9564 num_leaves=4 num_cat=0 split_feature=43 15 42 split_gain=1.58641 2.89556 2.56344 threshold=0.0016150000000000003 -0.028919999999999998 0.082320000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032216726449866549 0.012421340244553693 -0.0051565476042698278 -0.0060071396539661519 leaf_weight=44.92920434446296 12.275686260653858 38.530702325852417 5.4803946817883107 leaf_count=1107 250 1224 264 internal_value=0 -0.000646571 0.00673307 internal_weight=0 83.4599 17.7561 internal_count=2845 2331 514 is_linear=0 shrinkage=0.0224292 Tree=9565 num_leaves=3 num_cat=0 split_feature=9 34 split_gain=1.59454 1.791 threshold=-1.0000000180025095e-35 -0.016844999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00034558740947253944 -0.00029827033818319841 1.6061543379275461e-05 leaf_weight=2.7050875706700017 3.6204447995332876 95.510985470325068 leaf_count=98 52 2695 internal_value=0 4.5264e-06 internal_weight=0 99.1314 internal_count=2845 2747 is_linear=0 shrinkage=0.000439788 Tree=9566 num_leaves=3 num_cat=0 split_feature=9 34 split_gain=1.58546 1.83708 threshold=-1.0000000180025095e-35 -0.016844999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003436211307850815 -0.0003022276785514839 1.4465760790138058e-05 leaf_weight=2.6921161000664133 3.6596494991317732 95.794938494974303 leaf_count=98 52 2695 internal_value=0 2.75656e-06 internal_weight=0 99.4546 internal_count=2845 2747 is_linear=0 shrinkage=0.000439788 Tree=9567 num_leaves=3 num_cat=0 split_feature=9 34 split_gain=1.57292 1.77063 threshold=-1.0000000180025095e-35 -0.016844999999999995 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0003433486670533565 -0.00029767868757951514 1.4736339014923604e-05 leaf_weight=2.6831043140973625 3.6232879847375434 95.611164085069504 leaf_count=98 52 2695 internal_value=0 3.27425e-06 internal_weight=0 99.2345 internal_count=2845 2747 is_linear=0 shrinkage=0.000439788 Tree=9568 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=2.61192 1.9247 threshold=-0.049459999999999997 0.081825000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015853586651506813 0.0027686378780791875 -0.01158183822734983 leaf_weight=4.276865981577429 90.595038460876822 4.940367768820578 leaf_count=61 2451 308 internal_value=0 0.00202437 internal_weight=0 95.5354 internal_count=2820 2759 is_linear=0 shrinkage=0.0224292 Tree=9569 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=2.41554 1.87284 threshold=-0.049459999999999997 0.081825000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00029712941315907768 5.3938199642456237e-05 -0.00022261115807059595 leaf_weight=4.2864204007200888 91.164629788883303 4.9771925995974007 leaf_count=61 2451 308 internal_value=0 3.95801e-05 internal_weight=0 96.1418 internal_count=2820 2759 is_linear=0 shrinkage=0.000439788 Tree=9570 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=2.49624 1.8061 threshold=-0.049459999999999997 0.081825000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030311018820800478 5.361544555834513e-05 -0.00021830114869359523 leaf_weight=4.2765672331443048 91.255184554379866 4.9637747905053393 leaf_count=61 2451 308 internal_value=0 3.95472e-05 internal_weight=0 96.219 internal_count=2820 2759 is_linear=0 shrinkage=0.000439788 Tree=9571 num_leaves=3 num_cat=0 split_feature=1374 483 split_gain=2.49214 1.83871 threshold=-0.049459999999999997 0.081825000000000009 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015489222939735 0.0027061216736987042 -0.011330196805236878 leaf_weight=4.2741943254368371 90.600206945054197 4.9328705911102579 leaf_count=61 2451 308 internal_value=0 0.00197923 internal_weight=0 95.5331 internal_count=2820 2759 is_linear=0 shrinkage=0.0224292 Tree=9572 num_leaves=4 num_cat=0 split_feature=51 48 42 split_gain=3.29248 3.55057 3.04946 threshold=0.08950000000000001 0.094215000000000007 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=8.8594503616819755e-05 -0.00039535241624923356 0.00011240612816189087 -9.8556676124939019e-05 leaf_weight=58.879545629733911 7.4749124500067392 4.1215359447451192 23.563605083362745 leaf_count=1342 256 102 1088 internal_value=0 -0.000215 3.50932e-05 internal_weight=0 11.5964 82.4432 internal_count=2788 358 2430 is_linear=0 shrinkage=0.000439788 Tree=9573 num_leaves=4 num_cat=0 split_feature=51 48 48 split_gain=3.37451 3.48122 3.02135 threshold=0.08950000000000001 0.094215000000000007 0.11978500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0027070392868935953 -0.020297134049342247 0.0055232783780727688 -0.019289377733838212 leaf_weight=78.48907681436458 7.4000002094307984 4.0561667323672737 3.2534040849573094 leaf_count=2365 256 102 65 internal_value=0 -0.0111612 0.00182727 internal_weight=0 11.4562 81.7425 internal_count=2788 358 2430 is_linear=0 shrinkage=0.0224292 Tree=9574 num_leaves=4 num_cat=0 split_feature=51 48 42 split_gain=3.23776 3.34887 2.92315 threshold=0.08950000000000001 0.094215000000000007 0.084050000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.004463943657420655 -0.019956431148076607 0.0054125040823108069 -0.0049322910529686305 leaf_weight=58.434634768111664 7.3583285754157242 4.0468407087646483 23.275520437700379 leaf_count=1342 256 102 1088 internal_value=0 -0.0109609 0.00178686 internal_weight=0 11.4052 81.7102 internal_count=2788 358 2430 is_linear=0 shrinkage=0.0224292 Tree=9575 num_leaves=4 num_cat=0 split_feature=51 48 48 split_gain=3.10637 3.22089 2.89568 threshold=0.08950000000000001 0.094215000000000007 0.11978500000000002 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026074217347635139 -0.019617954838290673 0.0053036626574702187 -0.018987360324376767 leaf_weight=78.425470421815135 7.3181846835532252 4.0377557924730354 3.2343803841072249 leaf_count=2365 256 102 65 internal_value=0 -0.0107627 0.00174786 internal_weight=0 11.3559 81.6599 internal_count=2788 358 2430 is_linear=0 shrinkage=0.0224292 Tree=9576 num_leaves=4 num_cat=0 split_feature=13 151 16 split_gain=2.87238 2.86016 2.29084 threshold=0.17850500000000002 -0.29526499999999994 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022545220826862881 -0.026584062983731827 0.0026630276105340418 -0.00040868954356914651 leaf_weight=2.3029357696241268 3.2531755334171057 91.250792049327174 3.4624441406776896 leaf_count=71 130 2593 39 internal_value=0 0.00203802 -0.013128 internal_weight=0 93.5537 6.71562 internal_count=2833 2664 169 is_linear=0 shrinkage=0.0224292 Tree=9577 num_leaves=4 num_cat=0 split_feature=13 49 16 split_gain=2.75171 2.49417 2.20815 threshold=0.17850500000000002 0.14914000000000002 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.002686449147034144 -0.026133282410227245 -0.017336602551347613 -0.00039953831218193792 leaf_weight=90.293226474212133 3.2355969246655141 3.2230921878763175 3.4627416661460302 leaf_count=2573 130 91 39 internal_value=0 0.00199295 -0.012869 internal_weight=0 93.5163 6.69834 internal_count=2833 2664 169 is_linear=0 shrinkage=0.0224292 Tree=9578 num_leaves=4 num_cat=0 split_feature=42 43 151 split_gain=2.72201 3.59681 2.75917 threshold=-1.0000000180025095e-35 0.0016150000000000003 -0.29526499999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01592975787285723 -0.022129679459876362 0.010207157529559426 0.0030551743499894488 leaf_weight=9.3784840365560722 2.2273879383574231 3.6731463652954508 84.893987612492765 leaf_count=577 62 187 2007 internal_value=0 -0.00856983 0.00240658 internal_weight=0 13.0516 87.1214 internal_count=2833 764 2069 is_linear=0 shrinkage=0.0224292 Tree=9579 num_leaves=4 num_cat=0 split_feature=42 43 151 split_gain=2.66297 3.42316 2.3761 threshold=-1.0000000180025095e-35 0.0016150000000000003 -0.16267499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00030789393970797056 -0.00029315452661892648 0.00019177704696139359 6.1274175584323038e-05 leaf_weight=9.3772904859747523 3.8070080099978432 3.6795364159793271 83.631524435501888 leaf_count=577 91 187 1978 internal_value=0 -0.000167008 4.5782e-05 internal_weight=0 13.0568 87.4385 internal_count=2833 764 2069 is_linear=0 shrinkage=0.000439788 Tree=9580 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=2.70802 2.46007 threshold=-0.4706749999999999 0.071855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01531401999661715 -0.0032721633387560664 0.0047721473188707276 leaf_weight=5.4358356136808643 66.11271340832036 26.887182028736788 leaf_count=85 2290 511 internal_value=0 -0.000945972 internal_weight=0 92.9999 internal_count=2886 2801 is_linear=0 shrinkage=0.0224292 Tree=9581 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=2.60794 2.35271 threshold=-0.4706749999999999 0.071855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01509091019817861 -0.0031997145547487875 0.0046706864446959453 leaf_weight=5.3932449056983378 66.093870609146961 26.855865260198698 leaf_count=85 2290 511 internal_value=0 -0.000925236 internal_weight=0 92.9497 internal_count=2886 2801 is_linear=0 shrinkage=0.0224292 Tree=9582 num_leaves=3 num_cat=0 split_feature=13 4 split_gain=2.55127 2.20011 threshold=-0.4706749999999999 0.071855000000000016 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00029292373275497893 -6.0742993080590393e-05 8.803749171046321e-05 leaf_weight=5.3838739602906562 66.695997659113345 26.986862660276529 leaf_count=85 2290 511 internal_value=0 -1.78752e-05 internal_weight=0 93.6829 internal_count=2886 2801 is_linear=0 shrinkage=0.000439788 Tree=9583 num_leaves=4 num_cat=0 split_feature=4 48 15 split_gain=2.17249 3.08597 2.39715 threshold=0.071855000000000016 0.092825000000000005 0.091275000000000009 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0043732611837464207 0.0021341416743248919 0.0077122890904684528 0.019121750361052403 leaf_weight=57.438869998601149 22.700386439521029 13.023125393084682 5.104399944364558 leaf_count=2083 518 246 39 internal_value=0 -0.00213807 0.00526371 internal_weight=0 70.462 27.8048 internal_count=2886 2329 557 is_linear=0 shrinkage=0.0224292 Tree=9584 num_leaves=4 num_cat=0 split_feature=1 403 15 split_gain=2.53877 2.54567 1.41966 threshold=0.12856000000000004 0.092300000000000007 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0013111185205902964 0.019980275650705665 0.013537606782050958 0.0013861492889062346 leaf_weight=81.614568006744776 5.1269461912343104 6.2341884915394976 3.4559535142616351 leaf_count=2387 189 214 49 internal_value=0 -0.000254666 0.0125129 internal_weight=0 87.8488 8.5829 internal_count=2839 2601 238 is_linear=0 shrinkage=0.0224292 Tree=9585 num_leaves=3 num_cat=0 split_feature=9 403 split_gain=2.33238 1.96982 threshold=-0.016839999999999997 0.092300000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023414719689929905 -0.00055216756713181677 0.012320005469515007 leaf_weight=2.2344556412845114 87.752235011797438 6.398906106436697 leaf_count=90 2521 228 internal_value=0 0.000324999 internal_weight=0 94.1511 internal_count=2839 2749 is_linear=0 shrinkage=0.0224292 Tree=9586 num_leaves=4 num_cat=0 split_feature=1 48 15 split_gain=2.49002 2.40632 1.34922 threshold=0.12856000000000004 0.12450000000000001 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=8.2036826679241627e-06 0.00038468257634217859 -0.00039113712230812501 3.0995271410507083e-05 leaf_weight=85.421312861531078 5.1393250558612635 3.002587698437309 3.5085279493068793 leaf_count=2541 189 60 49 internal_value=0 -5.43813e-06 0.000241572 internal_weight=0 88.4239 8.64785 internal_count=2839 2601 238 is_linear=0 shrinkage=0.000439788 Tree=9587 num_leaves=4 num_cat=0 split_feature=1 48 15 split_gain=2.44383 2.45659 1.37867 threshold=0.12856000000000004 0.12450000000000001 -0.032464999999999994 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00043589254458831781 0.019701302130770031 -0.020220598522090634 0.0013480667155323122 leaf_weight=84.843103656680341 5.080145678090048 2.9795821920642984 3.4585482923430373 leaf_count=2541 189 60 49 internal_value=0 -0.000269168 0.012287 internal_weight=0 87.8227 8.53869 internal_count=2839 2601 238 is_linear=0 shrinkage=0.0224292 Tree=9588 num_leaves=4 num_cat=0 split_feature=2 131 48 split_gain=4.12334 4.25304 2.76542 threshold=0.083585000000000007 0.097135000000000013 -0.085909999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010716285335214079 -0.015499942646977462 0.016011856398944233 0.004141485247625535 leaf_weight=22.85996979916445 3.7842770036077118 3.4288080803089533 69.703385363402504 leaf_count=701 56 109 1974 internal_value=0 -0.00722108 0.00312628 internal_weight=0 26.2888 73.4877 internal_count=2840 810 2030 is_linear=0 shrinkage=0.0224292 Tree=9589 num_leaves=4 num_cat=0 split_feature=2 131 48 split_gain=3.94611 4.07053 2.64434 threshold=0.083585000000000007 0.097135000000000013 -0.085909999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010499806921022809 -0.015159031187773089 0.015646486884829162 0.0040508159192806353 leaf_weight=22.808959242160658 3.7830383816763051 3.4305998035670191 69.666024064969406 leaf_count=701 56 109 1974 internal_value=0 -0.00707251 0.00305772 internal_weight=0 26.2396 73.4491 internal_count=2840 810 2030 is_linear=0 shrinkage=0.0224292 Tree=9590 num_leaves=4 num_cat=0 split_feature=2 131 48 split_gain=3.7763 3.89567 2.52847 threshold=0.083585000000000007 0.097135000000000013 -0.085909999999999986 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010286858607619244 -0.014824968189368409 0.015289698102526231 0.0039620658302313462 leaf_weight=22.759909320843693 3.7819647444848661 3.4323381908652655 69.629829810331557 leaf_count=701 56 109 1974 internal_value=0 -0.00692651 0.00299061 internal_weight=0 26.1922 73.4118 internal_count=2840 810 2030 is_linear=0 shrinkage=0.0224292 Tree=9591 num_leaves=4 num_cat=0 split_feature=2 131 51 split_gain=3.55887 3.64703 2.32154 threshold=0.083585000000000007 0.097135000000000013 -0.031924999999999995 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021177248645660454 -0.00014316628130904566 0.00027195283469542037 7.152076914029859e-05 leaf_weight=23.252240471975714 11.52254120548332 3.4465273809619239 62.487169398213155 leaf_count=701 445 109 1585 internal_value=0 -0.000149179 3.80679e-05 internal_weight=0 26.6988 74.0097 internal_count=2840 810 2030 is_linear=0 shrinkage=0.000439788 Tree=9592 num_leaves=4 num_cat=0 split_feature=4 3 4 split_gain=2.09677 3.0975 2.93075 threshold=-0.084064999999999987 0.15165000000000003 -0.083309999999999981 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010951035404221134 0.02695192990500318 0.017275453040679126 0.00037468010861989786 leaf_weight=15.58927016314192 2.1268980169643319 2.2186181207653126 76.358893828190503 leaf_count=540 35 24 2226 internal_value=0 -0.00741967 0.00110128 internal_weight=0 17.8079 78.4858 internal_count=2825 564 2261 is_linear=0 shrinkage=0.0224292 Tree=9593 num_leaves=4 num_cat=0 split_feature=4 13 4 split_gain=1.99867 2.99411 2.75458 threshold=-0.084064999999999987 -0.0019849999999999994 -0.08255499999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.8399150162477709e-05 0.00044475536015419647 -0.00030310497476837724 5.8887129933175197e-06 leaf_weight=8.0298336939777091 2.8516026067663907 9.8544150750967656 75.98317417133967 leaf_count=275 68 289 2193 internal_value=0 -0.000140904 2.18672e-05 internal_weight=0 17.8842 78.8348 internal_count=2825 564 2261 is_linear=0 shrinkage=0.000439788 Tree=9594 num_leaves=3 num_cat=0 split_feature=159 13 split_gain=1.99951 2.13523 threshold=-0.46628499999999995 -0.091924999999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.024460088402732491 0.0051752897885233911 -0.0027544197099550888 leaf_weight=1.5734026178943157 22.34180075477434 72.355899063069046 leaf_count=73 426 2326 internal_value=0 -0.000882916 internal_weight=0 94.6977 internal_count=2825 2752 is_linear=0 shrinkage=0.0224292 Tree=9595 num_leaves=4 num_cat=0 split_feature=4 13 4 split_gain=2.0042 2.95103 2.88281 threshold=-0.084064999999999987 -0.0019849999999999994 -0.083389999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028931306783986023 0.026827667408109865 -0.015477281871021969 0.00036895411248985918 leaf_weight=7.9574420319413575 2.1103058818580385 9.8042396898235875 76.3490338138281 leaf_count=275 33 289 2228 internal_value=0 -0.00725285 0.00108696 internal_weight=0 17.7617 78.4593 internal_count=2825 564 2261 is_linear=0 shrinkage=0.0224292 Tree=9596 num_leaves=4 num_cat=0 split_feature=457 49 151 split_gain=2.02417 2.09884 1.93577 threshold=0.082870000000000013 -0.014989999999999998 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0088008573565389724 -0.0028352478843667477 0.00041897917660316887 0.012951625077417832 leaf_weight=15.072687882227909 6.0946577678705607 70.183394400812176 10.839407605059021 leaf_count=270 128 2398 104 internal_value=0 -0.00121263 0.00727305 internal_weight=0 85.2561 16.9341 internal_count=2900 2668 232 is_linear=0 shrinkage=0.0224292 Tree=9597 num_leaves=4 num_cat=0 split_feature=457 49 151 split_gain=1.93916 2.0062 1.85993 threshold=0.082870000000000013 -0.014989999999999998 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0086050346758082229 -0.0027717906555424911 0.00040958408378175633 0.01271406891226433 leaf_weight=15.070392883491875 6.0947962544846659 70.183438356818442 10.795137896024242 leaf_count=270 128 2398 104 internal_value=0 -0.00118551 0.00712912 internal_weight=0 85.2538 16.8899 internal_count=2900 2668 232 is_linear=0 shrinkage=0.0224292 Tree=9598 num_leaves=4 num_cat=0 split_feature=457 484 151 split_gain=1.85761 1.99769 1.78689 threshold=0.082870000000000013 0.084780000000000008 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0024148557055164348 -0.0027097479127269992 0.0082219142503508064 0.012479836849369987 leaf_weight=75.198927072975948 6.094946803168571 10.053098330613919 10.751931526592669 leaf_count=2369 128 299 104 internal_value=0 -0.00115899 0.00698763 internal_weight=0 85.252 16.8469 internal_count=2900 2668 232 is_linear=0 shrinkage=0.0224292 Tree=9599 num_leaves=4 num_cat=0 split_feature=457 483 151 split_gain=1.7449 1.93488 1.71342 threshold=0.082870000000000013 0.075345000000000009 -0.084129999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-4.0861073172594185e-05 -5.2982155738729769e-05 0.0002131654411109888 0.00023812505846344502 leaf_weight=79.332706676093494 6.1342093932853485 6.2377493172607492 10.740346546876024 leaf_count=2360 128 308 104 internal_value=0 -2.23001e-05 0.000132362 internal_weight=0 85.5705 16.8746 internal_count=2900 2668 232 is_linear=0 shrinkage=0.000439788 Tree=9600 num_leaves=3 num_cat=0 split_feature=43 157 split_gain=2.2032 1.96758 threshold=0.25123500000000004 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023249807155534692 -0.00036541079502175561 6.2663752304258771e-05 leaf_weight=4.5631876505035498 2.5277093535464692 93.706988528084821 leaf_count=225 172 2490 internal_value=0 4.89154e-05 internal_weight=0 98.2702 internal_count=2887 2715 is_linear=0 shrinkage=0.000439788 Tree=9601 num_leaves=3 num_cat=0 split_feature=43 453 split_gain=2.09131 1.46425 threshold=0.25123500000000004 1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0029228083238204 -0.018406586963905475 -0.013166268478617179 leaf_weight=94.054303218941186 2.4647947755211126 2.9157747310528057 leaf_count=2654 172 61 internal_value=0 0.00243653 internal_weight=0 96.9701 internal_count=2887 2715 is_linear=0 shrinkage=0.0224292 Tree=9602 num_leaves=3 num_cat=0 split_feature=43 157 split_gain=1.96708 1.91647 threshold=0.23693500000000003 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.011956271284851133 -0.017820893671095427 0.0030721756487277303 leaf_weight=4.4567385456134607 2.468535227789288 92.473282573373126 leaf_count=225 174 2488 internal_value=0 0.00237897 internal_weight=0 96.93 internal_count=2887 2713 is_linear=0 shrinkage=0.0224292 Tree=9603 num_leaves=3 num_cat=0 split_feature=43 157 split_gain=1.93783 1.86808 threshold=0.25123500000000004 -0.083944999999999978 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00023173789241307341 -0.00034905361572353931 5.864126756437888e-05 leaf_weight=4.4735925873251281 2.452845504643391 92.904049565043806 leaf_count=225 172 2490 internal_value=0 4.52582e-05 internal_weight=0 97.3776 internal_count=2887 2715 is_linear=0 shrinkage=0.000439788 Tree=9604 num_leaves=4 num_cat=0 split_feature=13 39 403 split_gain=1.65757 2.69385 2.65695 threshold=0.17850500000000002 0.0095750000000000019 0.092300000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0008210127075398869 -0.028321986827121927 0.003703913086688789 0.014591152407088883 leaf_weight=87.088245581051524 2.6951995818603782 2.5669333306432236 5.9966046157333031 leaf_count=2478 113 47 201 internal_value=0 -0.0127424 0.00017464 internal_weight=0 5.26213 93.0849 internal_count=2839 160 2679 is_linear=0 shrinkage=0.0224292 Tree=9605 num_leaves=4 num_cat=0 split_feature=130 130 133 split_gain=1.60779 2.81695 1.44953 threshold=-0.076894999999999977 -1.0000000180025095e-35 -0.086869999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044074914121108779 -0.00052645117254136633 -1.105924091793299e-05 1.3395895825668873e-05 leaf_weight=2.8099902623216622 2.0794440443205522 90.831847420854956 3.3590401855472001 leaf_count=25 148 2552 114 internal_value=0 -2.27e-05 0.000208814 internal_weight=0 92.9113 6.16903 internal_count=2839 2700 139 is_linear=0 shrinkage=0.000439788 Tree=9606 num_leaves=4 num_cat=0 split_feature=13 3 403 split_gain=1.59105 2.56289 2.5386 threshold=0.17850500000000002 -0.069159999999999985 0.092300000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00080069585391819324 -0.030585609062680187 0.0010439526278775374 0.014262098439095447 leaf_weight=87.102065571380081 2.2351417448767279 3.006207901868037 5.9984246633666762 leaf_count=2478 100 60 201 internal_value=0 -0.0125063 0.000172518 internal_weight=0 5.24135 93.1005 internal_count=2839 160 2679 is_linear=0 shrinkage=0.0224292 Tree=9607 num_leaves=3 num_cat=0 split_feature=4 1447 split_gain=1.5776 1.9535 threshold=-0.50052499999999989 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00026822496649811609 -0.00039578346272306129 1.3299973412382775e-05 leaf_weight=4.3083461571659418 2.295183723115314 92.428416820575421 leaf_count=120 238 2481 internal_value=0 3.30999e-06 internal_weight=0 94.7236 internal_count=2839 2719 is_linear=0 shrinkage=0.000439788 Tree=9608 num_leaves=3 num_cat=0 split_feature=9 12 split_gain=2.71022 2.20845 threshold=-0.016839999999999997 0.10657000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045495644817430042 -4.5472487737973884e-05 0.00021810639416244474 leaf_weight=2.3015247099792751 84.600552705988321 6.6111208685060765 leaf_count=95 2465 267 internal_value=0 -2.63264e-05 internal_weight=0 91.2117 internal_count=2827 2732 is_linear=0 shrinkage=0.000439788 Tree=9609 num_leaves=3 num_cat=0 split_feature=9 12 split_gain=2.73518 2.1445 threshold=-0.016839999999999997 0.10657000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023473767175391267 -0.0024607909770383691 0.010929161140567035 leaf_weight=2.2432202274721922 83.514535753028667 6.4654796549052653 leaf_count=95 2465 267 internal_value=0 -0.00149655 internal_weight=0 89.98 internal_count=2827 2732 is_linear=0 shrinkage=0.0224292 Tree=9610 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=2.68683 2.21792 threshold=-0.016839999999999997 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00045803172101323319 -0.00043156923051829339 -1.6833695883920599e-05 leaf_weight=2.2301225478367988 2.5474896713276385 88.246640857947568 leaf_count=95 41 2691 internal_value=0 -2.85586e-05 internal_weight=0 90.7941 internal_count=2827 2732 is_linear=0 shrinkage=0.000439788 Tree=9611 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=2.65706 2.28865 threshold=-0.016839999999999997 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023362823179263446 -0.022341756031985554 -0.00084957052004813315 leaf_weight=2.2033916806467451 2.5467013615270835 87.425711848577066 leaf_count=95 41 2691 internal_value=0 -0.00146253 internal_weight=0 89.9724 internal_count=2827 2732 is_linear=0 shrinkage=0.0224292 Tree=9612 num_leaves=4 num_cat=0 split_feature=50 13 12 split_gain=2.03129 2.96785 2.76907 threshold=0.08568000000000002 -0.51961499999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00042429946741076 0.00028257864864408947 2.6036959030594291e-05 -0.00036180910617130519 leaf_weight=2.904559207512647 1.6257543004030592 88.779836523373888 6.0063332563272516 leaf_count=43 40 2285 497 internal_value=0 1.16849e-05 -0.000224182 internal_weight=0 91.6844 7.63209 internal_count=2865 2328 537 is_linear=0 shrinkage=0.000439788 Tree=9613 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=2.06033 2.57869 threshold=0.50666500000000003 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.6573738560520665e-06 0.00037569049850958401 -0.00044307436780266073 leaf_weight=94.261263865760611 2.6831424891297493 2.6120610658676915 leaf_count=2606 162 97 internal_value=0 -1.36446e-05 internal_weight=0 96.8733 internal_count=2865 2703 is_linear=0 shrinkage=0.000439788 Tree=9614 num_leaves=4 num_cat=0 split_feature=50 13 12 split_gain=2.00406 3.04237 2.73389 threshold=0.08568000000000002 -0.51961499999999983 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021999488169655221 0.014402894220079983 0.0013328835655236468 -0.018450793615736115 leaf_weight=2.8847571983496882 1.6061452482608727 88.295944497936489 5.9301704503945976 leaf_count=43 40 2285 497 internal_value=0 0.000590248 -0.0114303 internal_weight=0 91.1807 7.53632 internal_count=2865 2328 537 is_linear=0 shrinkage=0.0224292 Tree=9615 num_leaves=3 num_cat=0 split_feature=4 11 split_gain=2.05873 2.57892 threshold=0.50666500000000003 0.088315000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-5.6982210680561529e-06 0.00037449065528381462 -0.00044657796241896194 leaf_weight=94.058967938765363 2.6405109403185625 2.6190723336644615 leaf_count=2606 162 97 internal_value=0 -1.77278e-05 internal_weight=0 96.678 internal_count=2865 2703 is_linear=0 shrinkage=0.000439788 Tree=9616 num_leaves=4 num_cat=0 split_feature=3 2 12 split_gain=2.82795 2.77988 1.24107 threshold=-0.15490999999999996 1.0000000180025095e-35 0.080070000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00045340427856225662 -0.00020095838158778835 -6.4745729609554963e-06 8.8309968986547357e-05 leaf_weight=2.9740034574824668 17.999706527363742 67.343254377828544 4.5512001559527562 leaf_count=43 638 1997 138 internal_value=0 -4.7529e-05 0.00023338 internal_weight=0 85.343 7.5252 internal_count=2816 2635 181 is_linear=0 shrinkage=0.000439788 Tree=9617 num_leaves=4 num_cat=0 split_feature=3 2 12 split_gain=2.73158 2.82473 1.23452 threshold=-0.15490999999999996 1.0000000180025095e-35 0.080070000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00044902255992244406 -0.00020183616106128207 -6.4170716947109732e-06 8.436872859985222e-05 leaf_weight=2.953245121643703 18.126475512388424 67.625039911941712 4.5648196689899123 leaf_count=43 638 1997 138 internal_value=0 -4.77612e-05 0.000228387 internal_weight=0 85.7515 7.51806 internal_count=2816 2635 181 is_linear=0 shrinkage=0.000439788 Tree=9618 num_leaves=4 num_cat=0 split_feature=3 2 12 split_gain=2.83692 2.71699 1.22802 threshold=-0.15490999999999996 1.0000000180025095e-35 0.080070000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0004534453046961409 -0.00019823002454553548 -6.134214288097905e-06 8.9950171783627719e-05 leaf_weight=2.977773533690196 18.036723454832099 67.409767539086261 4.5230714670260568 leaf_count=43 638 1997 138 internal_value=0 -4.67185e-05 0.00023504 internal_weight=0 85.4465 7.50085 internal_count=2816 2635 181 is_linear=0 shrinkage=0.000439788 Tree=9619 num_leaves=4 num_cat=0 split_feature=3 2 12 split_gain=2.7869 2.68932 1.22421 threshold=-0.15490999999999996 1.0000000180025095e-35 0.080070000000000016 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.023071353411935336 -0.010188076493826232 -0.00039474548101583513 0.0044656771603340147 leaf_weight=2.9334716475459564 17.852862613304751 66.954739895939383 4.5062860854918654 leaf_count=43 638 1997 138 internal_value=0 -0.00245817 0.0118421 internal_weight=0 84.8076 7.43976 internal_count=2816 2635 181 is_linear=0 shrinkage=0.0224292 Tree=9620 num_leaves=4 num_cat=0 split_feature=49 13 43 split_gain=2.65406 2.63005 1.90147 threshold=-0.085174999999999987 -0.51961499999999983 -0.085079999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0015202258113592901 -0.018605024517382395 0.0018916229152495701 -0.016755751681576638 leaf_weight=4.5274888910462323 3.2555211268045232 82.372592820994214 7.7610977727454138 leaf_count=71 47 2615 108 internal_value=0 0.00110838 -0.0100304 internal_weight=0 85.6281 12.2886 internal_count=2841 2662 179 is_linear=0 shrinkage=0.0224292 Tree=9621 num_leaves=3 num_cat=0 split_feature=11 1 split_gain=2.20452 2.71483 threshold=0.088315000000000018 0.10113500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-4.4340364287869102e-05 -0.00032787930038491437 0.00011441711503830664 leaf_weight=63.793979035912798 3.9299276677984372 30.913161744911122 leaf_count=2091 107 643 internal_value=0 7.49195e-06 internal_weight=0 94.7071 internal_count=2841 2734 is_linear=0 shrinkage=0.000439788 Tree=9622 num_leaves=4 num_cat=0 split_feature=49 151 43 split_gain=2.54055 2.71017 1.82487 threshold=-0.085174999999999987 -0.099019999999999983 -0.085079999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014885596476754948 -0.015600385162035033 0.0020364024740070819 -0.016424787418617651 leaf_weight=4.5268135801197786 4.6147101067467693 81.036622183517466 7.7412294738460314 leaf_count=71 131 2531 108 internal_value=0 0.00108291 -0.00982286 internal_weight=0 85.6513 12.268 internal_count=2841 2662 179 is_linear=0 shrinkage=0.0224292 Tree=9623 num_leaves=4 num_cat=0 split_feature=49 151 43 split_gain=2.43207 2.59885 1.75059 threshold=-0.085174999999999987 -0.099019999999999983 -0.085079999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0014556601278187147 -0.015311468611731584 0.0019908227458956839 -0.016098928966390001 leaf_weight=4.5257403774521663 4.5968936822182505 81.033225030083941 7.7213898517074977 leaf_count=71 131 2531 108 internal_value=0 0.00105878 -0.00961973 internal_weight=0 85.6301 12.2471 internal_count=2841 2662 179 is_linear=0 shrinkage=0.0224292 Tree=9624 num_leaves=4 num_cat=0 split_feature=47 3 50 split_gain=2.29031 2.9754 2.40471 threshold=0.087850000000000025 -0.10600999999999998 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=7.6713713886253045e-05 0.00023520803707410639 -0.00021518066316110918 -0.00033345769117630071 leaf_weight=80.008090428078503 3.616058840078952 12.928344889191065 2.8448185918832669 leaf_count=2240 42 321 243 internal_value=0 -0.000116583 6.25566e-05 internal_weight=0 16.5444 82.8529 internal_count=2846 363 2483 is_linear=0 shrinkage=0.000439788 Tree=9625 num_leaves=4 num_cat=0 split_feature=47 3 50 split_gain=2.30677 3.36307 2.31665 threshold=0.081320000000000017 -0.10600999999999998 0.10647500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.003964946430627482 0.012482695837086836 -0.010818079056816934 -0.016953677782954833 leaf_weight=77.838660117469317 3.9915887311758551 13.975426689748927 2.7390476348168695 leaf_count=2201 52 355 238 internal_value=0 -0.00563378 0.00325002 internal_weight=0 17.967 80.5777 internal_count=2846 407 2439 is_linear=0 shrinkage=0.0224292 Tree=9626 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=2.28763 2.44475 threshold=0.081505000000000008 -0.0058149999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013315689519041185 -0.013131087877703352 0.0059253722852201226 leaf_weight=45.560838844049613 5.0173531030004588 47.88138848905146 leaf_count=1432 98 1316 internal_value=0 0.00238746 internal_weight=0 93.4422 internal_count=2846 2748 is_linear=0 shrinkage=0.0224292 Tree=9627 num_leaves=3 num_cat=0 split_feature=9 15 split_gain=2.18998 2.33795 threshold=0.081505000000000008 -0.0058149999999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0013017512644612919 -0.012863421313952945 0.0057959915003777665 leaf_weight=45.559598658920095 5.0073908343952089 47.853055723605394 leaf_count=1432 98 1316 internal_value=0 0.00233469 internal_weight=0 93.4127 internal_count=2846 2748 is_linear=0 shrinkage=0.0224292 Tree=9628 num_leaves=4 num_cat=0 split_feature=47 15 151 split_gain=2.6283 2.34192 2.27036 threshold=0.085165000000000018 -0.102585 -0.051109999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011647457609638911 -3.6783522091191687e-05 0.00026780109958480337 -7.7315637478149248e-05 leaf_weight=14.691941023366324 8.3018617772336274 11.820885398301469 56.989147700213834 leaf_count=365 177 197 2012 internal_value=0 0.000142226 -3.75755e-05 internal_weight=0 20.1227 71.6811 internal_count=2751 374 2377 is_linear=0 shrinkage=0.000439788 Tree=9629 num_leaves=4 num_cat=0 split_feature=47 15 151 split_gain=2.46982 2.47027 2.20383 threshold=0.085165000000000018 -0.102585 -0.051109999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011595997804905795 -4.5650852933585521e-05 0.00026738593784446726 -7.5149401313102211e-05 leaf_weight=14.658657960479102 8.286589797136914 11.809504640936209 56.965795597711804 leaf_count=365 177 197 2012 internal_value=0 0.000138385 -3.60165e-05 internal_weight=0 20.0961 71.6245 internal_count=2751 374 2377 is_linear=0 shrinkage=0.000439788 Tree=9630 num_leaves=4 num_cat=0 split_feature=47 15 151 split_gain=2.72722 2.39833 2.2179 threshold=0.085165000000000018 -0.102585 -0.051109999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011430621671813263 -3.5966766132122066e-05 0.00027219959849260301 -7.7440189675493455e-05 leaf_weight=14.650440120422898 8.3149319398958159 11.806920971750513 57.010579658771348 leaf_count=365 177 197 2012 internal_value=0 0.000144943 -3.82194e-05 internal_weight=0 20.1219 71.661 internal_count=2751 374 2377 is_linear=0 shrinkage=0.000439788 Tree=9631 num_leaves=4 num_cat=0 split_feature=47 15 151 split_gain=2.59841 2.32427 2.24546 threshold=0.085165000000000018 -0.102585 -0.051109999999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011583468230145317 -3.6749223166931478e-05 0.00026675021182512456 -7.6750896831539203e-05 leaf_weight=14.71031356051162 8.3040489659347276 11.804203410836633 57.115224294424024 leaf_count=365 177 197 2012 internal_value=0 0.000141499 -3.72879e-05 internal_weight=0 20.1083 71.8255 internal_count=2751 374 2377 is_linear=0 shrinkage=0.000439788 Tree=9632 num_leaves=4 num_cat=0 split_feature=158 43 12 split_gain=1.68748 1.63523 1.5636 threshold=0.084710000000000021 -0.51323999999999992 0.078300000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00033070119930021455 3.6001810725279421e-05 1.247946832442312e-05 -0.00046152623307348594 leaf_weight=3.213541640303446 2.1962892933479443 92.368569703772209 2.7269854411965753 leaf_count=41 98 2491 220 internal_value=0 2.32422e-05 -0.000240296 internal_weight=0 95.5821 4.92327 internal_count=2850 2532 318 is_linear=0 shrinkage=0.000439788 Tree=9633 num_leaves=3 num_cat=0 split_feature=0 159 split_gain=2.16388 2.21053 threshold=0.15355000000000005 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0006567858129422489 0.014479810649704772 -0.012602298277469849 leaf_weight=87.928310851253627 5.2432838233708017 6.796679788129949 leaf_count=2460 54 336 internal_value=0 -0.000296924 internal_weight=0 94.725 internal_count=2850 2796 is_linear=0 shrinkage=0.0224292 Tree=9634 num_leaves=3 num_cat=0 split_feature=0 159 split_gain=2.08122 2.11597 threshold=0.15355000000000005 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00064205651997069238 0.014242915581394885 -0.012339576409185949 leaf_weight=87.92847593274837 5.2116128987981929 6.7862254456731526 leaf_count=2460 54 336 internal_value=0 -0.000290365 internal_weight=0 94.7147 internal_count=2850 2796 is_linear=0 shrinkage=0.0224292 Tree=9635 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=2.00152 2.08669 threshold=0.15355000000000005 0.050115000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0015126429197762816 0.014008637173877164 -0.0064512826459796491 leaf_weight=73.351713208871843 5.1805970431341839 21.353501443148161 leaf_count=2160 54 636 internal_value=0 -0.000283948 internal_weight=0 94.7052 internal_count=2850 2796 is_linear=0 shrinkage=0.0224292 Tree=9636 num_leaves=4 num_cat=0 split_feature=12 2 0 split_gain=1.80353 3.34317 2.35966 threshold=0.088260000000000019 0.10731 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026638693777189314 0.00805226896634623 -0.011506639184319616 -0.0062558407219851014 leaf_weight=33.13089932109142 29.045998570914435 5.1626228849399913 27.114056427256855 leaf_count=433 1010 261 1108 internal_value=0 0.00509575 -0.00135128 internal_weight=0 34.2086 60.245 internal_count=2812 1271 1541 is_linear=0 shrinkage=0.0224292 Tree=9637 num_leaves=4 num_cat=0 split_feature=12 2 12 split_gain=1.65327 3.19245 2.35566 threshold=0.088260000000000019 0.10731 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.6416137407315184e-05 0.00015254902780075414 -0.00021918504144012889 -0.00017182482028573658 leaf_weight=45.215896952349794 29.338723165472402 5.2532204436374732 15.570237264003934 leaf_count=742 1010 261 799 internal_value=0 9.60068e-05 -2.44009e-05 internal_weight=0 34.5919 60.7861 internal_count=2812 1271 1541 is_linear=0 shrinkage=0.000439788 Tree=9638 num_leaves=4 num_cat=0 split_feature=12 12 150 split_gain=1.72176 3.06419 2.28828 threshold=0.088260000000000019 0.088355000000000003 0.082085000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0039240661260684486 0.033253738521053497 0.0033848973394008039 0.0060170484251861967 leaf_weight=44.443355697927927 1.8066648500971485 32.388267692001591 15.764955880853448 leaf_count=1249 13 1258 292 internal_value=0 0.00498067 -0.00132 internal_weight=0 34.1949 60.2083 internal_count=2812 1271 1541 is_linear=0 shrinkage=0.0224292 Tree=9639 num_leaves=4 num_cat=0 split_feature=12 2 0 split_gain=1.64607 3.18142 2.23504 threshold=0.088260000000000019 0.10731 -0.10155499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0026172408159919492 0.0077556207745964915 -0.011330820419129918 -0.0060690673422931869 leaf_weight=33.105385460385151 29.027691958573087 5.1589391289144251 27.070641716210957 leaf_count=433 1010 261 1108 internal_value=0 0.00487066 -0.00129105 internal_weight=0 34.1866 60.176 internal_count=2812 1271 1541 is_linear=0 shrinkage=0.0224292 Tree=9640 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.23977 3.53821 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0005360461797238572 -0.00020569511727489996 3.8525710094894162e-05 leaf_weight=2.1737973266808686 13.306471482391315 82.547025094075707 leaf_count=16 784 2099 internal_value=0 4.58854e-06 internal_weight=0 95.8535 internal_count=2899 2883 is_linear=0 shrinkage=0.000439788 Tree=9641 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.38092 3.6693 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00054863445364459584 -0.00021248472623710553 3.7998593722228212e-05 leaf_weight=2.1775546387138993 13.113169706660299 81.556442760226673 leaf_count=16 784 2099 internal_value=0 3.26703e-06 internal_weight=0 94.6696 internal_count=2899 2883 is_linear=0 shrinkage=0.000439788 Tree=9642 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.38258 3.60482 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.028028730016287067 -0.010773745150978523 0.0019198561914573092 leaf_weight=2.1721983356173942 13.047050060570653 81.172831150480761 leaf_count=16 784 2099 internal_value=0 0.00016029 internal_weight=0 94.2199 internal_count=2899 2883 is_linear=0 shrinkage=0.0224292 Tree=9643 num_leaves=3 num_cat=0 split_feature=1375 42 split_gain=3.1897 3.4832 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00053434946732826673 -0.00020780177801216546 3.6455913086871387e-05 leaf_weight=2.1694162325097741 13.084528356331246 81.655464411726371 leaf_count=16 784 2099 internal_value=0 2.68644e-06 internal_weight=0 94.74 internal_count=2899 2883 is_linear=0 shrinkage=0.000439788 Tree=9644 num_leaves=4 num_cat=0 split_feature=41 9 2 split_gain=1.64097 2.92921 1.05199 threshold=0.078535000000000008 0.087755000000000014 0.090385000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.9739641605647525e-06 -0.00044838916914829161 0.00038919654010041482 -4.6136672826053241e-05 leaf_weight=94.811286694633054 2.4577015561726503 3.8339624546788391 2.564267936602846 leaf_count=2677 71 61 75 internal_value=0 1.33017e-05 -0.000243948 internal_weight=0 98.6452 5.02197 internal_count=2884 2738 146 is_linear=0 shrinkage=0.000439788 Tree=9645 num_leaves=4 num_cat=0 split_feature=41 9 2 split_gain=1.69664 2.91228 1.0827 threshold=0.078535000000000008 0.087755000000000014 0.091135000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0001726720097588105 -0.023252440008909143 0.019908475296302366 -0.0023049783992211488 leaf_weight=93.537706352336045 2.476404826355064 3.7608723382436429 2.4790760325995507 leaf_count=2677 72 61 74 internal_value=0 0.000607276 -0.0128221 internal_weight=0 97.2986 4.95548 internal_count=2884 2738 146 is_linear=0 shrinkage=0.0224292 Tree=9646 num_leaves=4 num_cat=0 split_feature=41 9 2 split_gain=1.62196 2.81827 1.0515 threshold=0.078535000000000008 0.087755000000000014 0.091135000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.7386407096826241e-06 -0.00044806765192053797 0.00038236211792349884 -4.378261836377904e-05 leaf_weight=94.133789826316388 2.4713696979451916 3.7852016415708922 2.4958474694940378 leaf_count=2677 72 61 74 internal_value=0 1.12583e-05 -0.000245874 internal_weight=0 97.919 4.96722 internal_count=2884 2738 146 is_linear=0 shrinkage=0.000439788 Tree=9647 num_leaves=4 num_cat=0 split_feature=483 41 0 split_gain=1.71275 1.69452 1.50331 threshold=0.083960000000000021 0.079885000000000025 -0.10956499999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.4308741717519599e-05 -0.00048158793028177789 -0.00024937265148856436 -6.5084938399196904e-06 leaf_weight=93.947589458866787 2.6064443040741025 4.5703187098106346 2.5303607543619355 leaf_count=2454 46 122 262 internal_value=0 1.15666e-05 -0.000248457 internal_weight=0 98.5179 5.13681 internal_count=2884 2576 308 is_linear=0 shrinkage=0.000439788 Tree=9648 num_leaves=4 num_cat=0 split_feature=52 0 42 split_gain=1.8216 3.86523 2.15396 threshold=-0.092854999999999979 -0.019414999999999998 0.091840000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.012329714503395088 0.0033415230783225428 0.010661357940712039 -0.0082961463975733014 leaf_weight=13.065431637935946 69.688196788769346 5.1006228915211969 9.0197919706019984 leaf_count=442 1749 143 530 internal_value=0 -0.00586992 0.00200618 internal_weight=0 18.1661 78.708 internal_count=2864 585 2279 is_linear=0 shrinkage=0.0224292 Tree=9649 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.7696 2.36563 threshold=-0.50052499999999989 0.041630000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034588187047912853 4.2628383821686745e-06 0.00025416753556588485 leaf_weight=4.0297359736869103 85.682945256904532 7.9923037157514036 leaf_count=134 2605 125 internal_value=0 2.5632e-05 internal_weight=0 93.6752 internal_count=2864 2730 is_linear=0 shrinkage=0.000439788 Tree=9650 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.69617 2.17462 threshold=-0.50052499999999989 0.041630000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034240587603753396 4.6328809022279862e-06 0.00024520859070835844 leaf_weight=4.0098713197803582 85.795927342455798 7.9207117790519979 leaf_count=134 2605 125 internal_value=0 2.50116e-05 internal_weight=0 93.7166 internal_count=2864 2730 is_linear=0 shrinkage=0.000439788 Tree=9651 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.65231 2.34066 threshold=-0.50052499999999989 0.041630000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0003406736369194338 3.2965612236269865e-06 0.00025264160306136512 leaf_weight=3.9922178276756304 85.493944675340572 7.9404443457315201 leaf_count=134 2605 125 internal_value=0 2.45342e-05 internal_weight=0 93.4344 internal_count=2864 2730 is_linear=0 shrinkage=0.000439788 Tree=9652 num_leaves=4 num_cat=0 split_feature=2 40 1373 split_gain=3.46197 5.02819 2.30208 threshold=0.086610000000000006 0.053385000000000009 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0094695697005391013 0.00056449235205109627 0.025611152584577506 0.016774397248614573 leaf_weight=31.076624974182778 57.516560336013754 2.182729428401216 4.7542646506335577 leaf_count=1162 1620 22 59 internal_value=0 -0.00715394 0.00180685 internal_weight=0 33.2594 62.2708 internal_count=2863 1184 1679 is_linear=0 shrinkage=0.0224292 Tree=9653 num_leaves=4 num_cat=0 split_feature=2 40 1373 split_gain=3.3183 4.85248 2.21481 threshold=0.086610000000000006 0.053385000000000009 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0092787073679229861 0.00055187675443326518 0.025435344979061299 0.016492750407540158 leaf_weight=31.005713785188163 57.512304949379086 2.1490341055032323 4.7276283063110887 leaf_count=1162 1620 22 59 internal_value=0 -0.00701526 0.0017674 internal_weight=0 33.1547 62.2399 internal_count=2863 1184 1679 is_linear=0 shrinkage=0.0224292 Tree=9654 num_leaves=4 num_cat=0 split_feature=2 40 1373 split_gain=3.18381 4.74375 2.04236 threshold=0.086610000000000006 0.053385000000000009 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017685206983941181 1.2307333474407187e-05 0.00049648952840798211 0.00031309511114438427 leaf_weight=31.175600175332875 58.066503250417099 2.1458148870442519 4.7022491844254537 leaf_count=1162 1620 22 59 internal_value=0 -0.000133231 3.49289e-05 internal_weight=0 33.3214 62.7688 internal_count=2863 1184 1679 is_linear=0 shrinkage=0.000439788 Tree=9655 num_leaves=4 num_cat=0 split_feature=2 40 123 split_gain=3.32832 4.75198 2.01881 threshold=0.086610000000000006 0.053385000000000009 0.086020000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00017922472588486157 1.4984378120937707e-05 0.00049558609711740679 0.00033234627833469678 leaf_weight=31.287941148401387 58.664137817709616 2.1392406641680273 4.1322165744641088 leaf_count=1162 1562 22 117 internal_value=0 -0.000135781 3.59626e-05 internal_weight=0 33.4272 62.7964 internal_count=2863 1184 1679 is_linear=0 shrinkage=0.000439788 Tree=9656 num_leaves=4 num_cat=0 split_feature=0 0 0 split_gain=2.02929 5.61272 3.95434 threshold=-0.084184999999999996 -0.084014999999999992 -0.13653999999999997 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.0912256787190034e-05 0.00077206066854034253 2.2256793163834976e-06 -0.00024022903861969474 leaf_weight=29.062968820279821 1.8931768500478927 43.504764870020153 20.787178032060638 leaf_count=386 21 1492 920 internal_value=0 3.46402e-05 -9.38639e-05 internal_weight=0 45.3979 49.8501 internal_count=2819 1513 1306 is_linear=0 shrinkage=0.000439788 Tree=9657 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=2.06471 5.63038 4.77214 threshold=-0.084184999999999996 -0.084014999999999992 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016964863723563546 0.039489708893514358 0.00014306499213125225 -0.00083133542701330806 leaf_weight=12.23713309209006 1.8913812498794857 43.211572473367596 37.279245950705899 leaf_count=689 21 1492 617 internal_value=0 0.00180907 -0.00482347 internal_weight=0 45.103 49.5164 internal_count=2819 1513 1306 is_linear=0 shrinkage=0.0224292 Tree=9658 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=1.8256 5.35672 4.7227 threshold=-0.084184999999999996 -0.083514999999999992 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00032734114914987196 0.00053337958350636026 -1.3282352584717576e-05 -1.252996586647373e-05 leaf_weight=12.191443841884391 3.7622434814984436 41.691121142607699 37.598362391479895 leaf_count=689 69 1444 617 internal_value=0 3.21706e-05 -8.971e-05 internal_weight=0 45.4534 49.7898 internal_count=2819 1513 1306 is_linear=0 shrinkage=0.000439788 Tree=9659 num_leaves=4 num_cat=0 split_feature=0 0 1 split_gain=1.97264 5.38199 4.61008 threshold=-0.084184999999999996 -0.083514999999999992 1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.016713496891030206 0.027428257569923949 -0.00057193733278629495 -0.00080890320973904506 leaf_weight=12.139279951617025 3.7488431429010225 41.363908212609203 37.290099389862007 leaf_count=689 69 1444 617 internal_value=0 0.00176548 -0.00471983 internal_weight=0 45.1128 49.4294 internal_count=2819 1513 1306 is_linear=0 shrinkage=0.0224292 Tree=9660 num_leaves=4 num_cat=0 split_feature=15 52 3 split_gain=2.67202 5.41873 3.89489 threshold=-0.028919999999999998 0.11410000000000002 0.085090000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00015838813150723216 -3.7197095435458279e-05 -0.00054862741319760806 -9.4692199463190519e-05 leaf_weight=30.556505017704239 42.904602895380322 4.4010400013085009 19.098223218375097 leaf_count=1035 1298 231 244 internal_value=0 -8.49797e-05 6.10493e-05 internal_weight=0 47.3056 49.6547 internal_count=2808 1529 1279 is_linear=0 shrinkage=0.000439788 Tree=9661 num_leaves=4 num_cat=0 split_feature=15 52 3 split_gain=2.71634 5.44115 3.92783 threshold=-0.028919999999999998 0.11410000000000002 0.085090000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0081077409466184663 -0.0019755479269037497 -0.028161893868494273 -0.0048828976211763592 leaf_weight=30.368679000604516 42.709079468877462 4.3847305746830889 19.032716264395276 leaf_count=1035 1298 231 244 internal_value=0 -0.00442409 0.00310293 internal_weight=0 47.0938 49.4014 internal_count=2808 1529 1279 is_linear=0 shrinkage=0.0224292 Tree=9662 num_leaves=4 num_cat=0 split_feature=15 52 3 split_gain=2.59828 5.27636 3.75536 threshold=-0.028919999999999998 0.11410000000000002 0.085090000000000013 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0079309488160597859 -0.0019313021003098795 -0.027851336691819044 -0.004769796205245134 leaf_weight=30.349952004759871 42.708108606213045 4.3349587072393652 19.047293490547418 leaf_count=1035 1298 231 244 internal_value=0 -0.00433013 0.00303366 internal_weight=0 47.0431 49.3972 internal_count=2808 1529 1279 is_linear=0 shrinkage=0.0224292 Tree=9663 num_leaves=4 num_cat=0 split_feature=1 15 12 split_gain=2.5086 4.28292 4.12281 threshold=0.091835000000000014 0.029300000000000003 -0.007134999999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.02410049612229993 0.006354354342918732 -0.01449593192511464 -0.0018637040449554312 leaf_weight=4.5645955878544546 36.658217129225704 5.7121438282920272 49.45255818449823 leaf_count=97 749 190 1772 internal_value=0 0.00353817 -0.00375062 internal_weight=0 42.3704 54.0172 internal_count=2808 939 1869 is_linear=0 shrinkage=0.0224292 Tree=9664 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=2.77234 6.98399 3.30355 threshold=-0.077814999999999981 -0.088159999999999988 -0.095924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029347355318083291 0.018988394226112391 -0.017891663069079831 0.0024965002103821306 leaf_weight=26.870765900805054 6.8520819120021761 11.574379943897837 55.274466561967529 leaf_count=690 76 948 1151 internal_value=0 -0.00334107 0.0043207 internal_weight=0 38.4451 62.1265 internal_count=2865 1638 1227 is_linear=0 shrinkage=0.0224292 Tree=9665 num_leaves=3 num_cat=0 split_feature=402 13 split_gain=2.27884 2.1946 threshold=0.086255000000000012 -0.075169999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0027705804216808126 -0.018491521656755119 0.0043402670729560432 leaf_weight=32.9597882324083 2.8073484679339336 64.605270272492817 leaf_count=1085 309 1471 internal_value=0 0.00193798 internal_weight=0 97.5651 internal_count=2865 2556 is_linear=0 shrinkage=0.0224292 Tree=9666 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=2.62869 6.71605 3.18876 threshold=-0.077814999999999981 -0.088159999999999988 -0.095924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0028446405850284704 0.018662787217689217 -0.017668525092492962 0.0023985206627887639 leaf_weight=26.84985178929719 6.7944782590202513 11.433180648901724 55.231721245792869 leaf_count=690 76 948 1151 internal_value=0 -0.00328734 0.00418534 internal_weight=0 38.283 62.0262 internal_count=2865 1638 1227 is_linear=0 shrinkage=0.0224292 Tree=9667 num_leaves=4 num_cat=0 split_feature=3 3 151 split_gain=2.51701 6.48823 3.08023 threshold=-0.077814999999999981 -0.088159999999999988 -0.095924999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0027817473075649741 0.018384158409923888 -0.017454932780223621 0.0023454061259069554 leaf_weight=26.841596797463353 6.7436199741059673 11.315088881716745 55.216264143589797 leaf_count=690 76 948 1151 internal_value=0 -0.00322502 0.00409616 internal_weight=0 38.1567 61.9599 internal_count=2865 1638 1227 is_linear=0 shrinkage=0.0224292 Tree=9668 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=2.61033 1.8349 threshold=-1.0000000180025095e-35 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.02325161222403695 -0.019714318937166624 -0.00068236462665634723 leaf_weight=2.2264572971944281 2.6039352419902562 89.698329000372723 leaf_count=86 41 2743 internal_value=0 -0.00122324 internal_weight=0 92.3023 internal_count=2870 2784 is_linear=0 shrinkage=0.0224292 Tree=9669 num_leaves=3 num_cat=0 split_feature=9 48 split_gain=2.53748 1.75912 threshold=-1.0000000180025095e-35 -0.095559999999999992 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023143495486993498 -0.019324751475436171 -0.00066705942064251898 leaf_weight=2.1872199453755448 2.5973075926885931 89.698805805085158 leaf_count=86 41 2743 internal_value=0 -0.00119599 internal_weight=0 92.2961 internal_count=2870 2784 is_linear=0 shrinkage=0.0224292 Tree=9670 num_leaves=4 num_cat=0 split_feature=124 456 124 split_gain=1.80272 2.22639 1.71267 threshold=-0.048219999999999992 0.08542000000000001 -0.087809999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0393541813172778e-05 -1.6706477868765191e-05 -0.00040760942972797312 0.00034374315164635962 leaf_weight=2.693146351906762 84.400485221319741 2.8964061715751077 5.0042381236416977 leaf_count=60 2498 144 168 internal_value=0 -2.97625e-05 0.000192 internal_weight=0 87.2969 7.69738 internal_count=2870 2642 228 is_linear=0 shrinkage=0.000439788 Tree=9671 num_leaves=4 num_cat=0 split_feature=124 456 124 split_gain=1.76018 2.30463 1.7049 threshold=-0.048219999999999992 0.08542000000000001 -0.087809999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-9.0130769690955224e-05 -1.6026915018642638e-05 -0.00041321425056059941 0.00034250332695779046 leaf_weight=2.7123295671171945 84.453829613813014 2.9043217729736162 4.9727336213763911 leaf_count=60 2498 144 168 internal_value=0 -2.93193e-05 0.000189966 internal_weight=0 87.3582 7.68506 internal_count=2870 2642 228 is_linear=0 shrinkage=0.000439788 Tree=9672 num_leaves=4 num_cat=0 split_feature=12 43 43 split_gain=2.83277 3.9023 2.19598 threshold=0.088365000000000013 -0.17307499999999998 -0.089894999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0076614200864707268 0.010164378457584647 -0.0090380404467571406 0.0053347951402037911 leaf_weight=7.3863078972417489 6.9249175067070636 22.82124554641905 56.114988457358322 leaf_count=243 133 1123 1323 internal_value=0 -0.00456406 0.00382126 internal_weight=0 29.7462 63.5013 internal_count=2822 1256 1566 is_linear=0 shrinkage=0.0224292 Tree=9673 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=2.70994 3.73588 2.17602 threshold=0.088365000000000013 -0.17307499999999998 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0078816796833352312 0.0099586445801023247 -0.0088485428992156594 0.0052208911910385384 leaf_weight=7.1736107942706431 6.9100142216766498 22.787945753242639 56.288301862987282 leaf_count=122 133 1123 1444 internal_value=0 -0.00446897 0.00373788 internal_weight=0 29.698 63.4619 internal_count=2822 1256 1566 is_linear=0 shrinkage=0.0224292 Tree=9674 num_leaves=4 num_cat=0 split_feature=12 43 43 split_gain=2.59203 3.57634 2.09035 threshold=0.088365000000000013 -0.17307499999999998 -0.089894999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0075485424883978067 0.0097565253775648061 -0.0086624684159421587 0.005133593988935428 leaf_weight=7.3842249715644348 6.8955290313424511 22.756124509246547 56.052138398959869 leaf_count=243 133 1123 1323 internal_value=0 -0.00437559 0.00365552 internal_weight=0 29.6517 63.4364 internal_count=2822 1256 1566 is_linear=0 shrinkage=0.0224292 Tree=9675 num_leaves=4 num_cat=0 split_feature=12 43 49 split_gain=2.47947 3.42341 2.07123 threshold=0.088365000000000013 -0.17307499999999998 -0.085934999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0077594932260387208 0.0095579811627782008 -0.0084797901141951404 0.0050240930769058553 leaf_weight=7.1740843626612323 6.881451016701706 22.725718137385229 56.225008381100906 leaf_count=122 133 1123 1444 internal_value=0 -0.0042839 0.00357563 internal_weight=0 29.6072 63.3991 internal_count=2822 1256 1566 is_linear=0 shrinkage=0.0224292 Tree=9676 num_leaves=3 num_cat=0 split_feature=0 52 split_gain=2.28162 2.03436 threshold=0.17491000000000004 -0.51745999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00045314608074180753 0.00039749025003071479 3.7880817787380155e-05 leaf_weight=1.641014731631002 3.3534448470454654 96.424239114671309 leaf_count=202 31 2628 internal_value=0 2.95774e-05 internal_weight=0 98.0653 internal_count=2861 2830 is_linear=0 shrinkage=0.000439788 Tree=9677 num_leaves=3 num_cat=0 split_feature=0 51 split_gain=2.07557 1.85844 threshold=0.17491000000000004 -0.26960999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00029040140749009324 0.00038512682151357728 1.6674222819066895e-05 leaf_weight=5.0394824965769649 3.286620479404518 92.967695867040675 leaf_count=107 31 2723 internal_value=0 3.0803e-05 internal_weight=0 98.0072 internal_count=2861 2830 is_linear=0 shrinkage=0.000439788 Tree=9678 num_leaves=3 num_cat=0 split_feature=0 51 split_gain=2.16759 1.90906 threshold=0.17491000000000004 -0.26960999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.015014684942954763 0.019962029963636021 0.00079684045303827339 leaf_weight=4.98950284320017 3.2993939198386206 92.422076435714644 leaf_count=107 31 2723 internal_value=0 0.00152789 internal_weight=0 97.4116 internal_count=2861 2830 is_linear=0 shrinkage=0.0224292 Tree=9679 num_leaves=3 num_cat=0 split_feature=0 51 split_gain=2.09663 1.82928 threshold=0.17491000000000004 -0.26960999999999996 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014710489728483387 0.019708875055662631 0.00077898852817423253 leaf_weight=4.9789705014518395 3.2674293590971493 92.420083620448167 leaf_count=107 31 2723 internal_value=0 0.0014939 internal_weight=0 97.3991 internal_count=2861 2830 is_linear=0 shrinkage=0.0224292 Tree=9680 num_leaves=4 num_cat=0 split_feature=457 39 151 split_gain=3.09932 2.63704 1.64473 threshold=0.079930000000000015 0.0047850000000000011 -0.03268999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.5937045415643687e-05 6.9115098314422038e-05 0.00016713819174253531 0.00036302694703417191 leaf_weight=68.178634002700164 9.7700997771885323 10.869219379823333 5.902571090089622 leaf_count=2368 194 278 44 internal_value=0 -3.38562e-05 0.000180114 internal_weight=0 79.0479 15.6727 internal_count=2884 2646 238 is_linear=0 shrinkage=0.000439788 Tree=9681 num_leaves=4 num_cat=0 split_feature=457 39 151 split_gain=3.03912 2.61499 1.63921 threshold=0.079930000000000015 0.0047850000000000011 -0.03268999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0034059542850355426 0.0034004715935955078 0.0084947750927057072 0.018414289693871586 leaf_weight=67.677210421604286 9.7073459710682055 10.747271869359791 5.8626341884373678 leaf_count=2368 194 278 44 internal_value=0 -0.00177341 0.00906932 internal_weight=0 78.4245 15.57 internal_count=2884 2646 238 is_linear=0 shrinkage=0.0224292 Tree=9682 num_leaves=4 num_cat=0 split_feature=457 39 151 split_gain=2.91214 2.50483 1.58483 threshold=0.079930000000000015 0.0047850000000000011 -0.03268999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0033306765495667808 0.0033264363873853407 0.0083353281508187008 0.018120495560266171 leaf_weight=67.655236582605539 9.7013183492840636 10.708007625870776 5.8248024258064097 leaf_count=2368 194 278 44 internal_value=0 -0.00173492 0.00889204 internal_weight=0 78.3632 15.5261 internal_count=2884 2646 238 is_linear=0 shrinkage=0.0224292 Tree=9683 num_leaves=4 num_cat=0 split_feature=457 39 151 split_gain=2.83973 2.45931 1.60223 threshold=0.079930000000000015 0.0047850000000000011 -0.03268999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-6.3826502357863961e-05 6.2852141750937838e-05 0.00016165870062534693 0.00035325211616503188 leaf_weight=68.426116102597916 9.8218220182998248 10.818109167380497 5.8624840645934446 leaf_count=2368 194 278 44 internal_value=0 -3.30126e-05 0.000171695 internal_weight=0 79.2442 15.6843 internal_count=2884 2646 238 is_linear=0 shrinkage=0.000439788 Tree=9684 num_leaves=4 num_cat=0 split_feature=484 3 16 split_gain=2.49245 2.53332 1.56404 threshold=-1.0000000180025095e-35 -0.15490999999999996 -0.06512999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0003810708069095817 0.014832423144558016 0.00047069874432514186 -0.023655721604613988 leaf_weight=2.573366682388496 6.6366690551694765 86.246499018118357 3.3174326373709837 leaf_count=144 162 2254 307 internal_value=0 0.00149971 -0.0135224 internal_weight=0 92.8832 5.8908 internal_count=2867 2416 451 is_linear=0 shrinkage=0.0224292 Tree=9685 num_leaves=4 num_cat=0 split_feature=484 3 16 split_gain=2.40028 2.44013 1.5309 threshold=-1.0000000180025095e-35 -0.15490999999999996 -0.06512999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00037257182546864638 0.01459906941023098 0.00046014851715366479 -0.023472719168155669 leaf_weight=2.5734668238119411 6.5923277713695816 86.245603922709051 3.2690067751209417 leaf_count=144 162 2254 307 internal_value=0 0.00146693 -0.013332 internal_weight=0 92.8379 5.84247 internal_count=2867 2416 451 is_linear=0 shrinkage=0.0224292 Tree=9686 num_leaves=3 num_cat=0 split_feature=0 133 split_gain=2.70473 2.52332 threshold=0.15082000000000004 -0.090194999999999984 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00028083918109413287 0.00029837749194288742 1.2195160860373361e-05 leaf_weight=6.058980545337362 5.9554334618896965 87.556683872410304 leaf_count=387 57 2423 internal_value=0 -6.82396e-06 internal_weight=0 93.6157 internal_count=2867 2810 is_linear=0 shrinkage=0.000439788 Tree=9687 num_leaves=3 num_cat=0 split_feature=0 1456 split_gain=2.35515 2.19609 threshold=0.18635500000000002 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.021582473925283788 0.022145259656589922 0.00055033538334086512 leaf_weight=2.2917362219054658 2.4633870763718724 93.851663903837107 leaf_count=256 29 2582 internal_value=0 1.85832e-05 internal_weight=0 96.1434 internal_count=2867 2838 is_linear=0 shrinkage=0.0224292 Tree=9688 num_leaves=4 num_cat=0 split_feature=51 42 151 split_gain=2.04512 2.65948 1.87764 threshold=0.084930000000000019 -0.107055 -0.016029999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.016100571233153217 0.020697480060269561 -0.00096148890636437367 0.004119255977732 leaf_weight=4.8900085394775479 4.7180883894529897 71.993116662239572 12.571368108909608 leaf_count=148 65 2269 338 internal_value=0 0.000127439 0.0086611 internal_weight=0 76.8831 17.2895 internal_count=2820 2417 403 is_linear=0 shrinkage=0.0224292 Tree=9689 num_leaves=4 num_cat=0 split_feature=51 48 151 split_gain=1.98699 2.52685 1.81699 threshold=0.084930000000000019 0.13342000000000001 -0.016029999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.6642485865045145e-05 0.00040020859086719441 -0.00045888055572831146 8.0460061532197793e-05 leaf_weight=75.291968036708113 4.7084661365161109 2.2061179417923986 12.646625147103348 leaf_count=2372 65 45 338 internal_value=0 2.99621e-06 0.000167553 internal_weight=0 77.4981 17.3551 internal_count=2820 2417 403 is_linear=0 shrinkage=0.000439788 Tree=9690 num_leaves=4 num_cat=0 split_feature=51 42 151 split_gain=2.0571 2.49052 1.84407 threshold=0.084930000000000019 -0.107055 -0.016029999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030353598706546182 0.0004008125962211958 -1.9886946052480383e-05 7.9723577783619244e-05 leaf_weight=4.895832107762998 4.7482354760954903 73.026211934643015 12.661127862810188 leaf_count=148 65 2269 338 internal_value=0 5.03042e-07 0.000167641 internal_weight=0 77.922 17.4094 internal_count=2820 2417 403 is_linear=0 shrinkage=0.000439788 Tree=9691 num_leaves=4 num_cat=0 split_feature=51 42 151 split_gain=1.9604 2.54831 1.82313 threshold=0.084930000000000019 -0.107055 -0.016029999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.015793004460295371 0.020417543851115671 -0.00094021012931857844 0.0040265923700225038 leaf_weight=4.870103529502102 4.6742463031150718 72.02372564165853 12.571671781591247 leaf_count=148 65 2269 338 internal_value=0 0.000123252 0.00848678 internal_weight=0 76.8938 17.2459 internal_count=2820 2417 403 is_linear=0 shrinkage=0.0224292 Tree=9692 num_leaves=4 num_cat=0 split_feature=43 160 160 split_gain=2.37017 3.13842 2.50191 threshold=-0.074359999999999996 -1.0000000180025095e-35 -0.026489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00013380701107688339 0.00012941428338338453 0.00018174725374653299 -7.3101105804328844e-05 leaf_weight=7.6937422049495572 15.543721279690997 29.121189408116152 48.771699330815864 leaf_count=450 387 676 1334 internal_value=0 0.000115766 -2.41334e-05 internal_weight=0 36.8149 64.3154 internal_count=2847 1126 1721 is_linear=0 shrinkage=0.000439788 Tree=9693 num_leaves=4 num_cat=0 split_feature=0 0 15 split_gain=2.36256 4.10903 2.34708 threshold=-0.084184999999999996 -0.084014999999999992 -0.18995499999999996 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00029899706553966935 0.00071867954989159911 7.2551269265718816e-05 -3.3722273082123372e-06 leaf_weight=5.7802505363415539 1.971253601979696 43.935069559557633 49.800077797291578 leaf_count=188 24 1468 1167 internal_value=0 0.000100584 -3.42088e-05 internal_weight=0 45.9063 55.5803 internal_count=2847 1492 1355 is_linear=0 shrinkage=0.000439788 Tree=9694 num_leaves=4 num_cat=0 split_feature=43 43 4 split_gain=2.44683 2.92876 2.5227 threshold=-0.074359999999999996 -0.078989999999999991 -4.9999999999999989e-05 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0032295539355775889 0.002803608301110691 0.020580103396291134 -0.0061355298476684639 leaf_weight=30.782123347526976 34.751005867190088 5.8029631787139797 29.218289664440817 leaf_count=978 1095 148 626 internal_value=0 0.00599092 -0.00128 internal_weight=0 36.5851 63.9693 internal_count=2847 1126 1721 is_linear=0 shrinkage=0.0224292 Tree=9695 num_leaves=4 num_cat=0 split_feature=43 160 160 split_gain=2.33992 3.19266 2.45846 threshold=-0.074359999999999996 -1.0000000180025095e-35 -0.026489999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0070314335607646996 0.0065213415176676474 0.0092631902448878159 -0.0037368559601768095 leaf_weight=7.6317006461476913 15.493608074264101 28.932560217000173 48.47954138590012 leaf_count=450 387 676 1334 internal_value=0 0.00586028 -0.00125123 internal_weight=0 36.5643 63.9731 internal_count=2847 1126 1721 is_linear=0 shrinkage=0.0224292 Tree=9696 num_leaves=3 num_cat=0 split_feature=1375 484 split_gain=1.85573 1.89666 threshold=-0.43271999999999994 0.091085000000000013 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018198048482040204 0.00224922292449263 -0.013569641372718945 leaf_weight=2.4164004284957619 95.595558606481973 3.9524955192891857 leaf_count=17 2676 221 internal_value=0 0.00161866 internal_weight=0 99.5481 internal_count=2914 2897 is_linear=0 shrinkage=0.0224292 Tree=9697 num_leaves=3 num_cat=0 split_feature=1375 156 split_gain=1.74208 1.9203 threshold=-0.43271999999999994 0.10723500000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034426028883253318 4.1372719456413624e-05 -0.00034695889674615489 leaf_weight=2.4247692771587017 97.46802235677842 2.5078022113193574 leaf_count=17 2736 161 internal_value=0 3.15674e-05 internal_weight=0 99.9758 internal_count=2914 2897 is_linear=0 shrinkage=0.000439788 Tree=9698 num_leaves=3 num_cat=0 split_feature=156 1375 split_gain=1.8047 1.88919 threshold=0.10723500000000001 -0.43271999999999994 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00034882457863357944 -0.00034023675800964512 4.237534421816983e-05 leaf_weight=2.4283042319839288 2.5529252604464991 97.961191760037764 leaf_count=17 161 2736 internal_value=0 3.28481e-05 internal_weight=0 100.389 internal_count=2914 2753 is_linear=0 shrinkage=0.000439788 Tree=9699 num_leaves=3 num_cat=0 split_feature=1375 403 split_gain=1.72707 1.76303 threshold=-0.43271999999999994 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034316869137853442 -0.00019544777145547604 4.5731187433834932e-05 leaf_weight=2.4291457874223843 6.2333957131600064 93.997728720562009 leaf_count=17 683 2214 internal_value=0 3.06978e-05 internal_weight=0 100.231 internal_count=2914 2897 is_linear=0 shrinkage=0.000439788 Tree=9700 num_leaves=3 num_cat=0 split_feature=1374 42 split_gain=2.26664 2.11929 threshold=-0.094679999999999986 0.085235000000000019 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018100644855442771 0.0029579784054784442 -0.0049461306601043305 leaf_weight=3.218017777777276 68.759548946295581 22.678177433137535 leaf_count=50 1670 1122 internal_value=0 0.000996996 internal_weight=0 91.4377 internal_count=2842 2792 is_linear=0 shrinkage=0.0224292 Tree=9701 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=2.12585 2.10387 threshold=-0.094679999999999986 0.086935000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034329719747044251 6.9624323866397672e-05 -6.788781462129934e-05 leaf_weight=3.2358503373106933 57.692489239361748 34.295693701592882 leaf_count=50 1295 1497 internal_value=0 1.83526e-05 internal_weight=0 91.9882 internal_count=2842 2792 is_linear=0 shrinkage=0.000439788 Tree=9702 num_leaves=3 num_cat=0 split_feature=1374 12 split_gain=2.16305 2.02844 threshold=-0.094679999999999986 0.086935000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017677149776241238 0.0035504694116735569 -0.0033566066934856138 leaf_weight=3.219913054839707 57.315098298672638 34.099778084835634 leaf_count=50 1295 1497 internal_value=0 0.000973814 internal_weight=0 91.4149 internal_count=2842 2792 is_linear=0 shrinkage=0.0224292 Tree=9703 num_leaves=3 num_cat=0 split_feature=457 1213 split_gain=2.06908 2.00604 threshold=-0.098834999999999992 -1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.01476999051498076 -0.018495225096263338 0.00018812793533967996 leaf_weight=4.7216664858897266 2.9714480071479548 86.909828430143079 leaf_count=65 422 2355 internal_value=0 -0.000433334 internal_weight=0 89.8813 internal_count=2842 2777 is_linear=0 shrinkage=0.0224292 Tree=9704 num_leaves=4 num_cat=0 split_feature=13 13 453 split_gain=3.05497 3.81572 3.54451 threshold=-0.083514999999999992 -0.084184999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0029654322635818096 -0.0018080212614587237 0.028841095122546886 -0.027576651344994457 leaf_weight=28.257013468620247 62.480288883816684 3.1724519464523828 2.7870920252971692 leaf_count=833 1897 52 46 internal_value=0 0.00559321 -0.00291615 internal_weight=0 31.4295 65.2674 internal_count=2828 885 1943 is_linear=0 shrinkage=0.0224292 Tree=9705 num_leaves=4 num_cat=0 split_feature=13 13 453 split_gain=2.90872 3.57851 3.4238 threshold=-0.083514999999999992 -0.084184999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.7902110603170186e-05 -3.3762577065084824e-05 0.00054881955454294409 -0.00053416809789275045 leaf_weight=28.400865624171278 62.809543160185513 3.176811923297918 2.7419134181909603 leaf_count=833 1897 52 46 internal_value=0 0.000107592 -5.48432e-05 internal_weight=0 31.5777 65.5515 internal_count=2828 885 1943 is_linear=0 shrinkage=0.000439788 Tree=9706 num_leaves=3 num_cat=0 split_feature=453 14 split_gain=2.33537 1.75798 threshold=1.0000000180025095e-35 0.073890000000000011 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.9946087317338901e-05 -0.00034221736074082796 -0.00035005180644713443 leaf_weight=91.623586921050901 3.7701350038332739 2.5338344529209271 leaf_count=2655 71 102 internal_value=0 9.92027e-06 internal_weight=0 94.1574 internal_count=2828 2757 is_linear=0 shrinkage=0.000439788 Tree=9707 num_leaves=4 num_cat=0 split_feature=13 13 453 split_gain=2.89698 3.57884 3.46738 threshold=-0.083514999999999992 -0.084184999999999996 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=5.6793529100950827e-05 -3.4275234585927546e-05 0.00054754857278475563 -0.00053579289470096988 leaf_weight=28.465786630219558 63.052432195949223 3.1786435525668812 2.7652090348419724 leaf_count=833 1897 52 46 internal_value=0 0.00010639 -5.54949e-05 internal_weight=0 31.6444 65.8176 internal_count=2828 885 1943 is_linear=0 shrinkage=0.000439788 Tree=9708 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.44199 2.99777 threshold=-0.11033999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.021292753023288587 0.029068702146010445 -0.00068004375130856145 leaf_weight=2.8052124358046049 1.7177085623843584 90.420283225284038 leaf_count=169 8 2663 internal_value=0 -0.000119537 internal_weight=0 92.138 internal_count=2840 2671 is_linear=0 shrinkage=0.0224292 Tree=9709 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.28357 2.88559 threshold=-0.11033999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040292382912770699 0.00056307660387054051 -1.3455016018175875e-05 leaf_weight=2.8249539392563738 1.6914014586945985 91.471697316476366 leaf_count=169 8 2663 internal_value=0 -2.87471e-06 internal_weight=0 93.1631 internal_count=2840 2671 is_linear=0 shrinkage=0.000439788 Tree=9710 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.34768 2.90469 threshold=-0.11033999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020941990063994536 0.028826669197308957 -0.00066490244856416551 leaf_weight=2.7872236372559192 1.692788910382659 90.442053506573302 leaf_count=169 8 2663 internal_value=0 -0.000117195 internal_weight=0 92.1348 internal_count=2840 2671 is_linear=0 shrinkage=0.0224292 Tree=9711 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.25935 2.81702 threshold=-0.11033999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020606209588532074 0.028597389150048644 -0.00064998198839480458 leaf_weight=2.7696205096453914 1.668515950499567 90.443481158794384 leaf_count=169 8 2663 internal_value=0 -0.000114379 internal_weight=0 92.112 internal_count=2840 2671 is_linear=0 shrinkage=0.0224292 Tree=9712 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=1.84866 3.88223 1.93893 threshold=-0.095244999999999982 -0.028454999999999998 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-5.0757969609433781e-05 -0.00017700708394257885 4.9012161486361864e-05 0.00022560353065948023 leaf_weight=7.2670067159024283 19.590226393863759 58.67611839781739 15.081677077367202 leaf_count=168 1196 1291 209 internal_value=0 -7.59028e-06 0.000135774 internal_weight=0 78.2663 22.3487 internal_count=2864 2487 377 is_linear=0 shrinkage=0.000439788 Tree=9713 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=1.65902 3.68304 1.83403 threshold=-0.095244999999999982 -0.028454999999999998 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0026427448007160519 -0.0088019085230047305 0.0024956828201344572 0.011132542329153481 leaf_weight=7.204571719679282 19.316763430072569 58.223246343410665 14.895913532382108 leaf_count=168 1196 1291 209 internal_value=0 -0.000320246 0.00664351 internal_weight=0 77.54 22.1005 internal_count=2864 2487 377 is_linear=0 shrinkage=0.0224292 Tree=9714 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=1.59035 3.52833 1.76251 threshold=-0.095244999999999982 -0.028454999999999998 -0.088819999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.002582746716747901 -0.0086297448614752279 0.0024402669731433688 0.01092888639670048 leaf_weight=7.2070050576235216 19.261247326989178 58.210460566086567 14.834225124024668 leaf_count=168 1196 1291 209 internal_value=0 -0.00031344 0.00651246 internal_weight=0 77.4717 22.0412 internal_count=2864 2487 377 is_linear=0 shrinkage=0.0224292 Tree=9715 num_leaves=4 num_cat=0 split_feature=13 13 15 split_gain=1.63958 3.97642 1.91915 threshold=-0.091924999999999993 -0.028454999999999998 0.090425000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.7577619080220458e-05 -0.00019272125284343225 4.5785334022460098e-05 0.00040344974381557717 leaf_weight=20.251514727267935 17.551601691199266 58.628773408052439 3.9125084141851394 leaf_count=384 1136 1291 53 internal_value=0 -9.19998e-06 0.000122236 internal_weight=0 76.1804 24.164 internal_count=2864 2427 437 is_linear=0 shrinkage=0.000439788 Tree=9716 num_leaves=3 num_cat=0 split_feature=403 484 split_gain=1.99046 1.87584 threshold=-0.088654999999999984 0.092160000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040814940429013524 2.6601849330695216e-05 -0.00030120514099332278 leaf_weight=2.182126619583868 93.527039698015415 3.4837278763343411 leaf_count=375 2288 202 internal_value=0 1.47731e-05 internal_weight=0 97.0108 internal_count=2865 2490 is_linear=0 shrinkage=0.000439788 Tree=9717 num_leaves=3 num_cat=0 split_feature=403 484 split_gain=1.94308 1.85359 threshold=-0.088654999999999984 0.092160000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040520838340683634 2.8393336559462212e-05 -0.0002970667551676274 leaf_weight=2.1397219219998069 93.658141291538413 3.4924146797720814 leaf_count=375 2288 202 internal_value=0 1.66375e-05 internal_weight=0 97.1506 internal_count=2865 2490 is_linear=0 shrinkage=0.000439788 Tree=9718 num_leaves=3 num_cat=0 split_feature=3 50 split_gain=1.91372 1.73539 threshold=0.31270000000000003 0.088385000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.00048096128820667561 0.01750504341806192 -0.011959003002591327 leaf_weight=89.265310543253236 3.1158430882742314 6.0028260297162879 leaf_count=2270 106 489 internal_value=0 -0.000305117 internal_weight=0 95.2681 internal_count=2865 2759 is_linear=0 shrinkage=0.0224292 Tree=9719 num_leaves=3 num_cat=0 split_feature=403 484 split_gain=1.94485 1.93044 threshold=-0.088654999999999984 0.092160000000000006 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00040609314175593783 2.8067305348555689e-05 -0.00030504674549971356 leaf_weight=2.1387226612896475 93.293567656848609 3.4716202029067054 leaf_count=375 2288 202 internal_value=0 1.60584e-05 internal_weight=0 96.7652 internal_count=2865 2490 is_linear=0 shrinkage=0.000439788 Tree=9720 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=2.99745 2.05779 threshold=-0.049459999999999997 0.05884000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041385811704242243 2.7212458945731787e-05 -0.00037950987586487232 leaf_weight=3.219051372492685 91.372595099612681 2.4519763858856995 leaf_count=52 2714 98 internal_value=0 1.65083e-05 internal_weight=0 93.8246 internal_count=2864 2812 is_linear=0 shrinkage=0.000439788 Tree=9721 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=2.97952 2.04412 threshold=-0.049459999999999997 0.05884000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041293286943915329 2.674231663157584e-05 -0.00037969511567119098 leaf_weight=3.2193829846801227 91.49029464280693 2.4385689839104989 leaf_count=52 2714 98 internal_value=0 1.61154e-05 internal_weight=0 93.9289 internal_count=2864 2812 is_linear=0 shrinkage=0.000439788 Tree=9722 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=2.97278 2.54543 threshold=-0.049459999999999997 0.064610000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00041228206223704297 2.8241248011039246e-05 -0.00043900395212904188 leaf_weight=3.2123588185058898 91.546732280327888 2.2929354610801047 leaf_count=52 2717 95 internal_value=0 1.67373e-05 internal_weight=0 93.8397 internal_count=2864 2812 is_linear=0 shrinkage=0.000439788 Tree=9723 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=2.90712 2.02046 threshold=-0.049459999999999997 0.05884000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.0004091511722637585 2.4814457240509689e-05 -0.00037656085417292522 leaf_weight=3.226573208696208 91.582434148124321 2.4726093589611073 leaf_count=52 2714 98 internal_value=0 1.41884e-05 internal_weight=0 94.055 internal_count=2864 2812 is_linear=0 shrinkage=0.000439788 Tree=9724 num_leaves=3 num_cat=0 split_feature=39 49 split_gain=1.78012 1.94881 threshold=-0.042029999999999991 -0.14902499999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00031225766782567104 0.00025618729110086412 2.1050371877655677e-05 leaf_weight=2.8488872511079526 7.3772393415574689 87.156947894904079 leaf_count=47 91 2671 internal_value=0 3.9448e-05 internal_weight=0 94.5342 internal_count=2809 2762 is_linear=0 shrinkage=0.000439788 Tree=9725 num_leaves=3 num_cat=0 split_feature=0 457 split_gain=1.71715 1.80961 threshold=0.18635500000000002 -0.098834999999999992 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.014671088481299071 0.019591654251825678 0.00020129193321559137 leaf_weight=4.5514890424237811 2.5221031707815191 89.290114148101566 leaf_count=61 31 2717 internal_value=0 0.000905945 internal_weight=0 93.8416 internal_count=2809 2778 is_linear=0 shrinkage=0.0224292 Tree=9726 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.65788 1.76963 threshold=0.18635500000000002 0.26667500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0018757240485076608 0.019324021875515903 -0.0086966270321653834 leaf_weight=85.045901536950623 2.5001954247763924 8.7684805531089278 leaf_count=2456 31 322 internal_value=0 0.000885997 internal_weight=0 93.8144 internal_count=2809 2778 is_linear=0 shrinkage=0.0224292 Tree=9727 num_leaves=4 num_cat=0 split_feature=150 457 52 split_gain=1.6506 2.31383 2.17651 threshold=0.085595000000000018 -0.098834999999999992 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00039869515089445716 4.287139251673586e-05 -1.3149897498400943e-05 0.00038302943946113172 leaf_weight=2.7121752821039982 11.238997267639208 77.635589144076221 5.3646308742254396 leaf_count=34 194 2475 106 internal_value=0 8.43522e-07 0.00015309 internal_weight=0 80.3478 16.6036 internal_count=2809 2509 300 is_linear=0 shrinkage=0.000439788 Tree=9728 num_leaves=4 num_cat=0 split_feature=49 12 1375 split_gain=2.38351 2.7977 2.7861 threshold=0.0040150000000000003 0.083785000000000012 -0.4078199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00050780018974603278 -3.632442820612343e-06 -0.00041651998312358012 4.8471451608748469e-05 leaf_weight=2.6224074182337054 10.680256421875127 4.49751265513214 77.508511788704709 leaf_count=19 194 423 2221 internal_value=0 -0.00012635 6.36211e-05 internal_weight=0 15.1778 80.1309 internal_count=2857 617 2240 is_linear=0 shrinkage=0.000439788 Tree=9729 num_leaves=4 num_cat=0 split_feature=49 12 1375 split_gain=2.41451 2.7659 2.73938 threshold=0.0040150000000000003 0.083785000000000012 -0.4078199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025839590506462954 -0.00020406602433364722 -0.021266406396956164 0.0025895927296433535 leaf_weight=2.6179871948133941 10.605866450538995 4.4347923742438971 77.002681502837277 leaf_count=19 194 423 2221 internal_value=0 -0.00643346 0.00336008 internal_weight=0 15.0407 79.6207 internal_count=2857 617 2240 is_linear=0 shrinkage=0.0224292 Tree=9730 num_leaves=4 num_cat=0 split_feature=49 12 1375 split_gain=2.31304 2.69066 2.65323 threshold=0.0040150000000000003 0.083785000000000012 -0.4078199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025526704934616423 -0.00019948805568736758 -0.021069830635443789 0.0025318552730566849 leaf_weight=2.5911758463826109 10.606331575571856 4.3766096197609832 76.992739381866613 leaf_count=19 194 423 2221 internal_value=0 -0.0063149 0.00328649 internal_weight=0 14.9829 79.5839 internal_count=2857 617 2240 is_linear=0 shrinkage=0.0224292 Tree=9731 num_leaves=4 num_cat=0 split_feature=49 12 1375 split_gain=2.21573 2.61669 2.56947 threshold=0.0040150000000000003 0.083785000000000012 -0.4078199999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.025215679679225243 -0.00019501325362790764 -0.020871007644562376 0.0024753931588785685 leaf_weight=2.5648369227837966 10.606786360453041 4.3200278322742625 76.983162967545923 leaf_count=19 194 423 2221 internal_value=0 -0.00619795 0.00321447 internal_weight=0 14.9268 79.548 internal_count=2857 617 2240 is_linear=0 shrinkage=0.0224292 Tree=9732 num_leaves=4 num_cat=0 split_feature=130 1 148 split_gain=3.07655 3.38531 2.28808 threshold=-1.0000000180025095e-35 0.086115000000000011 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02894156618572195 -0.01797853280023648 0.0012580164833082166 0.0024103746250755159 leaf_weight=3.5549981244239452 2.8377240343543226 3.9072145745012676 90.133104287635433 leaf_count=194 71 101 2471 internal_value=0 -0.0131662 0.00178449 internal_weight=0 7.46221 92.9708 internal_count=2837 295 2542 is_linear=0 shrinkage=0.0224292 Tree=9733 num_leaves=4 num_cat=0 split_feature=130 1 148 split_gain=2.9659 3.32815 2.19398 threshold=-1.0000000180025095e-35 0.086115000000000011 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.028872690606788213 -0.017644953089710393 0.0012303216223919077 0.0023567690270309936 leaf_weight=3.4843943243649838 2.8270040890347437 3.9060029159954865 90.116245077254462 leaf_count=194 71 101 2471 internal_value=0 -0.0130003 0.00174489 internal_weight=0 7.3904 92.9432 internal_count=2837 295 2542 is_linear=0 shrinkage=0.0224292 Tree=9734 num_leaves=4 num_cat=0 split_feature=130 157 148 split_gain=2.78422 3.55213 2.10134 threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00030839216387676258 -0.00033803121565925296 -0.00041362633502117774 4.597984264455924e-05 leaf_weight=1.7010603792732579 2.8237041387474155 5.6572585441099354 90.531397333357745 leaf_count=37 71 258 2471 internal_value=0 -0.000246347 3.42979e-05 internal_weight=0 7.35832 93.3551 internal_count=2837 295 2542 is_linear=0 shrinkage=0.000439788 Tree=9735 num_leaves=4 num_cat=0 split_feature=130 1 148 split_gain=2.85487 3.30585 2.12842 threshold=-1.0000000180025095e-35 0.086115000000000011 -0.082084999999999977 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00056333953805527985 -0.00033931960025650177 2.6261516920708886e-05 4.6519435234676024e-05 leaf_weight=3.433002541663881 2.8332598587148814 3.9334923435671953 90.688323334280085 leaf_count=194 71 101 2471 internal_value=0 -0.000249256 3.47635e-05 internal_weight=0 7.36649 93.5216 internal_count=2837 295 2542 is_linear=0 shrinkage=0.000439788 Tree=9736 num_leaves=4 num_cat=0 split_feature=1 48 0 split_gain=1.81299 2.67907 1.50934 threshold=0.10100500000000003 0.092825000000000005 -0.017269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0029782757819658535 0.0034919589925933316 0.010116901184337512 0.018634741664170042 leaf_weight=58.141214741870044 29.556127270130673 9.0685448739445729 3.7125800299163521 leaf_count=1991 528 175 176 internal_value=0 -0.00120899 0.00519152 internal_weight=0 67.2098 33.2687 internal_count=2870 2166 704 is_linear=0 shrinkage=0.0224292 Tree=9737 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=1.73624 2.66847 1.46934 threshold=0.10100500000000003 -0.51412499999999983 -0.017269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.017180206216869262 0.0034164563501281231 -0.0022701112448653385 0.018435649800344865 leaf_weight=3.7396486690849988 29.532429511076771 63.425518683096016 3.6692031766442588 leaf_count=56 528 2110 176 internal_value=0 -0.00118257 0.00508591 internal_weight=0 67.1652 33.2016 internal_count=2870 2166 704 is_linear=0 shrinkage=0.0224292 Tree=9738 num_leaves=4 num_cat=0 split_feature=1 16 0 split_gain=1.75579 2.57908 1.42302 threshold=0.10100500000000003 -0.51412499999999983 -0.017269999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0003311716468742548 6.7144046230639115e-05 -4.498560856474473e-05 0.00035669311239432919 leaf_weight=3.7132933160173698 29.654309773126442 63.590638849275365 3.6749823898007881 leaf_count=56 528 2110 176 internal_value=0 -2.41442e-05 9.92565e-05 internal_weight=0 67.3039 33.3293 internal_count=2870 2166 704 is_linear=0 shrinkage=0.000439788 Tree=9739 num_leaves=4 num_cat=0 split_feature=151 15 151 split_gain=1.69647 1.96171 1.37175 threshold=-0.095924999999999996 -0.24436499999999997 -0.16267499999999999 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019365141909376208 0.013629795937193911 -0.00077886343836972938 0.020418446606704593 leaf_weight=4.2642762673190191 5.0085725716808147 87.162709061666646 3.8276123335199355 leaf_count=91 215 2497 67 internal_value=0 6.76095e-06 0.0107063 internal_weight=0 92.1713 8.09189 internal_count=2870 2712 158 is_linear=0 shrinkage=0.0224292 Tree=9740 num_leaves=4 num_cat=0 split_feature=43 130 13 split_gain=2.55456 3.33407 1.29355 threshold=-0.15765999999999997 -0.076894999999999977 0.19597000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0002966980238106579 0.00026133953120281635 -9.607501832740435e-05 -1.2596181827578679e-05 leaf_weight=5.8327064392269659 5.4005662480340098 73.752285342879077 4.7260319014176275 leaf_count=96 94 2572 128 internal_value=0 -7.16316e-05 0.000158487 internal_weight=0 79.1529 10.5587 internal_count=2890 2666 224 is_linear=0 shrinkage=0.000439788 Tree=9741 num_leaves=4 num_cat=0 split_feature=43 52 13 split_gain=2.63663 2.9774 1.26925 threshold=-0.15765999999999997 -0.047784999999999987 0.19597000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029718705141867024 3.8422438436916857e-05 -0.00013809286616261503 -8.7444249165425592e-06 leaf_weight=5.8657730609338596 29.381951371534342 49.772892196007433 4.730082342804053 leaf_count=96 809 1857 128 internal_value=0 -7.25776e-05 0.000160846 internal_weight=0 79.1548 10.5959 internal_count=2890 2666 224 is_linear=0 shrinkage=0.000439788 Tree=9742 num_leaves=4 num_cat=0 split_feature=43 130 13 split_gain=2.67706 3.27976 1.26331 threshold=-0.15765999999999997 -0.076894999999999977 0.19597000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00029704364988125139 0.00025558294844855832 -9.8020067902265462e-05 -7.4214908555364763e-06 leaf_weight=5.8704887270523596 5.4270952620136077 74.276505728721077 4.7695325599070202 leaf_count=96 94 2572 128 internal_value=0 -7.38875e-05 0.000160794 internal_weight=0 79.7036 10.64 internal_count=2890 2666 224 is_linear=0 shrinkage=0.000439788 Tree=9743 num_leaves=4 num_cat=0 split_feature=43 130 13 split_gain=2.62017 3.2569 1.2959 threshold=-0.15765999999999997 -0.076894999999999977 0.19597000000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.01522550013422364 0.013092551200534002 -0.0049922086051877564 -0.00060190932068021901 leaf_weight=5.8117766072937211 5.3599401024403042 73.107003154792892 4.6976924259602129 leaf_count=96 94 2572 128 internal_value=0 -0.00375399 0.00816244 internal_weight=0 78.4669 10.5095 internal_count=2890 2666 224 is_linear=0 shrinkage=0.0224292 Tree=9744 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=1.92166 3.10279 threshold=0.13206500000000002 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0019257329426654625 -0.016088490728304896 -0.014480863165498736 leaf_weight=85.625020860906716 3.4936977445177027 6.2009826124694873 leaf_count=2266 63 487 internal_value=0 0.00081502 internal_weight=0 91.826 internal_count=2816 2753 is_linear=0 shrinkage=0.0224292 Tree=9745 num_leaves=3 num_cat=0 split_feature=48 50 split_gain=1.87213 3.20383 threshold=0.11978500000000002 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0021143485421288902 -0.012187915600910657 -0.014970415206960394 leaf_weight=83.609523701051785 5.7573403527312612 5.8931327752511597 leaf_count=2225 119 472 internal_value=0 0.000986482 internal_weight=0 89.5027 internal_count=2816 2697 is_linear=0 shrinkage=0.0224292 Tree=9746 num_leaves=3 num_cat=0 split_feature=47 48 split_gain=1.84969 2.47832 threshold=0.13206500000000002 0.11978500000000002 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.0360591181486432e-05 -0.00030989210117773793 -0.00032387234642488303 leaf_weight=88.604359074143758 3.4968349036935242 3.9730613445371992 leaf_count=2670 63 83 internal_value=0 1.50947e-05 internal_weight=0 92.5774 internal_count=2816 2753 is_linear=0 shrinkage=0.000439788 Tree=9747 num_leaves=3 num_cat=0 split_feature=47 50 split_gain=1.79357 2.88455 threshold=0.13206500000000002 0.086500000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.5886981277330986e-05 -0.0003053131433664824 -0.00027448710483795116 leaf_weight=85.931391121007437 3.4913385977342832 6.1909443688723504 leaf_count=2266 63 487 internal_value=0 1.49762e-05 internal_weight=0 92.1223 internal_count=2816 2753 is_linear=0 shrinkage=0.000439788 Tree=9748 num_leaves=4 num_cat=0 split_feature=3 151 2 split_gain=1.8585 2.5565 2.55326 threshold=-0.078669999999999976 0.055120000000000009 0.08400500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027061256136964379 7.7435206998211398e-05 -0.00023060484050276871 -6.7959408609047981e-06 leaf_weight=9.5957933001736802 56.287034238312117 5.7239083542372091 27.081807085454329 leaf_count=448 1213 79 1124 internal_value=0 4.89394e-05 -7.5922e-05 internal_weight=0 62.0109 36.6776 internal_count=2864 1292 1572 is_linear=0 shrinkage=0.000439788 Tree=9749 num_leaves=4 num_cat=0 split_feature=3 151 2 split_gain=1.78202 2.57601 2.57419 threshold=-0.078669999999999976 0.055120000000000009 0.08400500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00027098086062298714 7.5618471102182635e-05 -0.00023428145501100441 -5.9313104793919906e-06 leaf_weight=9.5827536708857206 56.157736398665293 5.6971932471205937 27.065003636016627 leaf_count=448 1213 79 1124 internal_value=0 4.70114e-05 -7.53422e-05 internal_weight=0 61.8549 36.6478 internal_count=2864 1292 1572 is_linear=0 shrinkage=0.000439788 Tree=9750 num_leaves=4 num_cat=0 split_feature=3 151 2 split_gain=1.72966 2.57854 2.57466 threshold=-0.078669999999999976 0.055120000000000009 0.08400500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.013884713311647983 0.0038025652843434884 -0.01203687422912263 -0.00028591372954915459 leaf_weight=9.4616704202517194 55.802260679036408 5.6795838543039272 26.813715382788359 leaf_count=448 1213 79 1124 internal_value=0 0.00233606 -0.00383831 internal_weight=0 61.4818 36.2754 internal_count=2864 1292 1572 is_linear=0 shrinkage=0.0224292 Tree=9751 num_leaves=3 num_cat=0 split_feature=4 151 split_gain=1.71939 1.81955 threshold=-0.50052499999999989 0.056555000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00025929787390313846 3.3819986140731712e-05 -0.00017096553580010101 leaf_weight=4.6732676443352821 84.518303142576769 9.2975745018338767 leaf_count=128 2598 138 internal_value=0 1.34942e-05 internal_weight=0 93.8159 internal_count=2864 2736 is_linear=0 shrinkage=0.000439788 Tree=9752 num_leaves=4 num_cat=0 split_feature=43 49 43 split_gain=2.31556 2.609 2.41515 threshold=-0.074359999999999996 -0.085934999999999984 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019416895729512144 -0.015807382962302888 -0.0011283241052969144 0.018233245884859896 leaf_weight=29.45313995334709 6.8270812191631185 55.274296938723637 5.4023776774265562 leaf_count=1002 83 1622 152 internal_value=0 -0.00274642 0.00447537 internal_weight=0 62.1014 34.8555 internal_count=2859 1705 1154 is_linear=0 shrinkage=0.0224292 Tree=9753 num_leaves=4 num_cat=0 split_feature=43 49 151 split_gain=2.21377 2.50162 2.33078 threshold=-0.074359999999999996 -0.085934999999999984 -0.086059999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011360062823423696 -0.015492627838091673 -0.0011029835326156962 0.0065112469604478914 leaf_weight=4.1520923506541285 6.8101286352807611 55.276373686570878 30.692674655540941 leaf_count=155 83 1622 999 internal_value=0 -0.00268563 0.00437665 internal_weight=0 62.0865 34.8448 internal_count=2859 1705 1154 is_linear=0 shrinkage=0.0224292 Tree=9754 num_leaves=4 num_cat=0 split_feature=43 49 43 split_gain=2.11645 2.39839 2.3103 threshold=-0.074359999999999996 -0.085934999999999984 -0.078914999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018027475758709826 -0.015182832405086015 -0.0010782125790930327 0.017748466941325401 leaf_weight=29.434281359022407 6.7937990813193201 55.278423853733329 5.3935030950233331 leaf_count=1002 83 1622 152 internal_value=0 -0.00262616 0.00428051 internal_weight=0 62.0722 34.8278 internal_count=2859 1705 1154 is_linear=0 shrinkage=0.0224292 Tree=9755 num_leaves=4 num_cat=0 split_feature=43 453 151 split_gain=2.02338 2.38254 2.22766 threshold=-0.074359999999999996 1.0000000180025095e-35 -0.086059999999999984 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.011219600670885789 -0.0016679186136272107 -0.024033458858195675 0.0062716665301029888 leaf_weight=4.1416375744956886 59.580849379018218 2.4776732675964004 30.675897772354347 leaf_count=155 1671 34 999 internal_value=0 -0.00256797 0.00418603 internal_weight=0 62.0585 34.8175 internal_count=2859 1705 1154 is_linear=0 shrinkage=0.0224292 Tree=9756 num_leaves=3 num_cat=0 split_feature=1375 159 split_gain=1.83276 1.9199 threshold=-0.43271999999999994 0.10516000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019751706288922258 6.296465468015525e-05 -0.015679225252056214 leaf_weight=2.5670784712274317 90.646716777776419 4.0534221220059399 leaf_count=18 2610 236 internal_value=0 -0.000613868 internal_weight=0 94.7001 internal_count=2864 2846 is_linear=0 shrinkage=0.0224292 Tree=9757 num_leaves=3 num_cat=0 split_feature=1375 159 split_gain=1.75121 1.84021 threshold=-0.43271999999999994 0.10516000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019303695600373309 6.1552820183208211e-05 -0.015369694130344938 leaf_weight=2.5681734380009393 90.646512792462545 4.0428151454216268 leaf_count=18 2610 236 internal_value=0 -0.000600258 internal_weight=0 94.6893 internal_count=2864 2846 is_linear=0 shrinkage=0.0224292 Tree=9758 num_leaves=4 num_cat=0 split_feature=159 159 157 split_gain=1.6862 2.21588 1.64662 threshold=0.10516000000000002 0.087735000000000021 -0.0083949999999999979 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-2.5164930438294972e-05 8.2661316856220976e-05 0.00022032366859848219 -0.00049300880635326126 leaf_weight=86.514822072931111 1.4787432012799397 7.7293633246686104 2.7002278722466135 leaf_count=2473 75 155 161 internal_value=0 -4.99083e-06 -0.000289856 internal_weight=0 94.2442 4.17897 internal_count=2864 2628 236 is_linear=0 shrinkage=0.000439788 Tree=9759 num_leaves=3 num_cat=0 split_feature=1375 159 split_gain=1.67077 1.76296 threshold=-0.43271999999999994 0.10516000000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018847841943951227 6.3948769830204932e-05 -0.015053288557020933 leaf_weight=2.5693431181643964 90.665488994474345 4.0352744845185944 leaf_count=18 2610 236 internal_value=0 -0.000583113 internal_weight=0 94.7008 internal_count=2864 2846 is_linear=0 shrinkage=0.0224292 Tree=9760 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.88252 3.96165 threshold=-0.097544999999999979 -0.0034949999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.019255246183304299 -0.021617436777937125 0.0010674911978998025 leaf_weight=4.1067618490123996 4.0250042122188452 91.433814841615913 leaf_count=54 161 2627 internal_value=0 0.000106854 internal_weight=0 95.4588 internal_count=2842 2788 is_linear=0 shrinkage=0.0224292 Tree=9761 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.81617 3.79853 threshold=-0.097544999999999979 -0.0034949999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00037064000559678198 -0.00041521445248599422 1.8931189890275805e-05 leaf_weight=4.1307268191412723 4.0502135400311081 92.531221002959683 leaf_count=54 161 2627 internal_value=0 6.46509e-07 internal_weight=0 96.5814 internal_count=2842 2788 is_linear=0 shrinkage=0.000439788 Tree=9762 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.77982 3.81408 threshold=-0.097544999999999979 -0.0034949999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.018984502782452686 -0.021303570751895509 0.0010416521783913443 leaf_weight=4.0715697753985287 3.9922386701682617 91.449791227860715 leaf_count=54 161 2627 internal_value=0 0.000102902 internal_weight=0 95.442 internal_count=2842 2788 is_linear=0 shrinkage=0.0224292 Tree=9763 num_leaves=3 num_cat=0 split_feature=457 457 split_gain=2.64034 3.6789 threshold=-0.097544999999999979 -0.0034949999999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00036272865151378296 -0.00040907415811932974 1.9987459336020283e-05 leaf_weight=4.0738497648126204 4.0141741447441737 92.707749215964213 leaf_count=54 161 2627 internal_value=0 2.10323e-06 internal_weight=0 96.7219 internal_count=2842 2788 is_linear=0 shrinkage=0.000439788 Tree=9764 num_leaves=3 num_cat=0 split_feature=159 51 split_gain=1.65965 1.44985 threshold=-0.46979999999999994 -0.40148999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.023434550466530632 -0.018728469221960593 0.00070559379495128787 leaf_weight=1.5667037285143113 1.9538323292254052 91.280617956983406 leaf_count=72 109 2693 internal_value=0 0.00029458 internal_weight=0 93.2345 internal_count=2874 2802 is_linear=0 shrinkage=0.0224292 Tree=9765 num_leaves=4 num_cat=0 split_feature=457 151 0 split_gain=1.51348 3.14363 2.04696 threshold=-0.067474999999999993 -0.091674999999999993 -0.084014999999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00028406034589241382 8.2665857722315694e-05 -0.00038970704000291064 -5.3524219627979402e-05 leaf_weight=1.8798125421162692 53.584605467193342 4.5441929312273706 35.453167410856622 leaf_count=23 1200 188 1463 internal_value=0 -0.00019229 2.84377e-05 internal_weight=0 6.42401 89.0378 internal_count=2874 211 2663 is_linear=0 shrinkage=0.000439788 Tree=9766 num_leaves=3 num_cat=0 split_feature=159 133 split_gain=1.59195 1.43361 threshold=-0.46979999999999994 0.084030000000000007 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022988782684104661 -0.0012225835666923809 0.0054071017644295189 leaf_weight=1.5613883209111907 71.987561505371559 21.232354614143333 leaf_count=72 1909 893 internal_value=0 0.000288233 internal_weight=0 93.2199 internal_count=2874 2802 is_linear=0 shrinkage=0.0224292 Tree=9767 num_leaves=3 num_cat=0 split_feature=159 51 split_gain=1.52757 1.40032 threshold=-0.46979999999999994 -0.40148999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.022554997951546637 -0.018530684516180271 0.00068334281384725595 leaf_weight=1.5561502919354087 1.929819272363601 91.280478937267162 leaf_count=72 109 2693 internal_value=0 0.000281824 internal_weight=0 93.2103 internal_count=2874 2802 is_linear=0 shrinkage=0.0224292 Tree=9768 num_leaves=3 num_cat=0 split_feature=133 0 split_gain=1.78461 1.54383 threshold=-0.25159999999999993 -0.10107999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043723886445106282 0.00010038563675211635 -1.2290106694975079e-05 leaf_weight=1.5304850891097874 42.852430253056809 52.09559862482638 leaf_count=172 541 2080 internal_value=0 3.85732e-05 internal_weight=0 94.948 internal_count=2793 2621 is_linear=0 shrinkage=0.000439788 Tree=9769 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=1.83961 1.59208 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00044286064790870439 2.3791386795609562e-05 0.00024583248771700906 leaf_weight=1.5347533781764457 87.804953105436653 6.7055643246567334 leaf_count=172 2394 227 internal_value=0 3.95918e-05 internal_weight=0 94.5105 internal_count=2793 2621 is_linear=0 shrinkage=0.000439788 Tree=9770 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=1.80783 1.55942 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.022563306851932315 0.0012113251936886275 0.012474443125792663 leaf_weight=1.5117157829376981 87.308723071857457 6.6369768308868506 leaf_count=172 2394 227 internal_value=0 0.0020094 internal_weight=0 93.9457 internal_count=2793 2621 is_linear=0 shrinkage=0.0224292 Tree=9771 num_leaves=3 num_cat=0 split_feature=133 123 split_gain=1.75741 1.5522 threshold=-0.25159999999999993 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043739099691045822 2.3893267221606977e-05 0.00024396903500803406 leaf_weight=1.5000095884106475 87.782442500079924 6.6510363329871316 leaf_count=172 2394 227 internal_value=0 3.94396e-05 internal_weight=0 94.4335 internal_count=2793 2621 is_linear=0 shrinkage=0.000439788 Tree=9772 num_leaves=3 num_cat=0 split_feature=52 4 split_gain=2.17024 1.99977 threshold=-0.41694999999999993 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018991118067190046 -0.013917322749149891 0.0016411632359950327 leaf_weight=2.8174828011233322 4.3386823023611205 89.755997274226047 leaf_count=259 79 2524 internal_value=0 0.000921088 internal_weight=0 94.0947 internal_count=2862 2603 is_linear=0 shrinkage=0.0224292 Tree=9773 num_leaves=3 num_cat=0 split_feature=52 42 split_gain=2.10295 1.5462 threshold=-0.41694999999999993 0.10045500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.018835764125280277 0.0015883232208863212 -0.011112224907856036 leaf_weight=2.7776154127332111 89.000965395367984 5.0794272882280884 leaf_count=259 2260 343 internal_value=0 0.000900501 internal_weight=0 94.0804 internal_count=2862 2603 is_linear=0 shrinkage=0.0224292 Tree=9774 num_leaves=3 num_cat=0 split_feature=52 4 split_gain=2.10538 1.94237 threshold=-0.41694999999999993 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036687151097097398 -0.00026819174170542845 3.2546503853393886e-05 leaf_weight=2.8016744502447173 4.3352271055628071 90.201444891935353 leaf_count=259 79 2524 internal_value=0 1.8704e-05 internal_weight=0 94.5367 internal_count=2862 2603 is_linear=0 shrinkage=0.000439788 Tree=9775 num_leaves=3 num_cat=0 split_feature=52 4 split_gain=2.05397 1.89666 threshold=-0.41694999999999993 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00036693064992915261 -0.00026581865768536523 3.0694184734411573e-05 leaf_weight=2.7551768273578991 4.3556428039737503 90.244290663690663 leaf_count=259 79 2524 internal_value=0 1.6991e-05 internal_weight=0 94.5999 internal_count=2862 2603 is_linear=0 shrinkage=0.000439788 Tree=9776 num_leaves=4 num_cat=0 split_feature=1 150 43 split_gain=1.98615 3.94264 2.48007 threshold=0.090445000000000011 0.093200000000000019 -0.056929999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014603048533050067 0.010866681029831937 -0.029699974664284937 -0.00023862954840638456 leaf_weight=46.906842635877638 15.338513193248216 2.6074553233001998 29.64113822022864 leaf_count=1701 417 91 599 internal_value=0 -0.0029583 0.0035514 internal_weight=0 49.5143 44.9797 internal_count=2808 1792 1016 is_linear=0 shrinkage=0.0224292 Tree=9777 num_leaves=4 num_cat=0 split_feature=1 150 43 split_gain=1.90036 3.84334 2.37909 threshold=0.090445000000000011 0.093200000000000019 -0.056929999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0014277671056547446 0.010653698200626078 -0.029529254677309595 -0.00023327132656409324 leaf_weight=46.900264528959269 15.295123270867405 2.5643070346750383 29.642302664269664 leaf_count=1701 417 91 599 internal_value=0 -0.00289542 0.00347522 internal_weight=0 49.4646 44.9374 internal_count=2808 1792 1016 is_linear=0 shrinkage=0.0224292 Tree=9778 num_leaves=3 num_cat=0 split_feature=160 1 split_gain=1.99193 2.00584 threshold=-0.25833999999999996 0.090445000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00047406690517506016 -4.900301829552138e-05 8.0100896205498914e-05 leaf_weight=1.6386348825062658 49.016503997288964 44.288803226841083 leaf_count=234 1617 957 internal_value=0 1.2282e-05 internal_weight=0 93.3053 internal_count=2808 2574 is_linear=0 shrinkage=0.000439788 Tree=9779 num_leaves=4 num_cat=0 split_feature=376 13 40 split_gain=1.81353 1.76924 0.292102 threshold=0.048375000000000008 -0.42334499999999992 -0.081844999999999987 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00028961393162130195 0.00014010832057058614 5.2349819281134581e-07 0.00034173472536184649 leaf_weight=4.2483041188634152 2.7653281294624321 85.72942457510544 2.868321664602262 leaf_count=88 59 2580 81 internal_value=0 -1.32339e-05 0.000243572 internal_weight=0 89.9777 5.63365 internal_count=2808 2668 140 is_linear=0 shrinkage=0.000439788 Tree=9780 num_leaves=4 num_cat=0 split_feature=48 48 13 split_gain=2.94024 3.55977 1.4744 threshold=0.096245000000000011 0.087035000000000015 -0.073394999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00019506797056044532 0.016886933015949266 -0.014638495588229128 0.0027137621421451275 leaf_weight=69.005952890853678 6.9118033351860504 9.2078816167959285 7.9212389484337091 leaf_count=2373 134 193 137 internal_value=0 -0.00155439 0.0093313 internal_weight=0 78.2138 14.833 internal_count=2837 2566 271 is_linear=0 shrinkage=0.0224292 Tree=9781 num_leaves=4 num_cat=0 split_feature=48 48 13 split_gain=2.82648 3.2832 1.48037 threshold=0.096245000000000011 0.087035000000000015 -0.073394999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.2987572901150608e-06 0.00032523604155228322 -0.00027605730008453379 4.7912430727305749e-05 leaf_weight=69.812754425337516 6.9413340542487267 9.3427081125701061 8.0209097920351251 leaf_count=2373 134 193 137 internal_value=0 -3.14962e-05 0.00017682 internal_weight=0 79.1555 14.9622 internal_count=2837 2566 271 is_linear=0 shrinkage=0.000439788 Tree=9782 num_leaves=4 num_cat=0 split_feature=48 48 13 split_gain=3.02565 3.15668 1.4309 threshold=0.096245000000000011 0.087035000000000015 -0.073394999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=1.3665233456187295e-06 0.00033039926197141358 -0.00027110830123546604 5.806695548988894e-05 leaf_weight=70.021457964461206 6.9572159253330019 9.2989083768989058 8.0448284832505106 leaf_count=2373 134 193 137 internal_value=0 -3.06339e-05 0.000184621 internal_weight=0 79.3204 15.002 internal_count=2837 2566 271 is_linear=0 shrinkage=0.000439788 Tree=9783 num_leaves=4 num_cat=0 split_feature=48 48 13 split_gain=2.82134 3.39243 1.4324 threshold=0.096245000000000011 0.087035000000000015 -0.073394999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001858419687302416 0.016657468805406507 -0.014296779989668872 0.0026540253196309571 leaf_weight=69.040921430566414 6.8496027922519716 9.2044993350136775 7.9212094234671877 leaf_count=2373 134 193 137 internal_value=0 -0.00152091 0.0091609 internal_weight=0 78.2454 14.7708 internal_count=2837 2566 271 is_linear=0 shrinkage=0.0224292 Tree=9784 num_leaves=4 num_cat=0 split_feature=16 48 52 split_gain=2.13155 4.63728 4.28042 threshold=-0.082799999999999985 0.087365000000000012 0.090325000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0071353106029942862 -0.0066937961702612896 0.0086407227995416273 -0.012108923215915383 leaf_weight=34.459720131003451 39.999034372548067 13.173214202518009 6.9760188328427821 leaf_count=729 1543 276 288 internal_value=0 -0.00289299 0.00389131 internal_weight=0 53.1722 41.4357 internal_count=2836 1819 1017 is_linear=0 shrinkage=0.0224292 Tree=9785 num_leaves=4 num_cat=0 split_feature=4 2 2 split_gain=2.11868 3.35028 3.19397 threshold=0.071855000000000016 0.083585000000000007 0.10846000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00021258281334164407 0.00022010428687834374 1.6338521263567495e-05 -9.4810432975708626e-05 leaf_weight=16.227857865575061 17.340509306252901 51.742281197153261 9.7016801788895446 leaf_count=623 278 1665 270 internal_value=0 -3.83607e-05 0.000107138 internal_weight=0 67.9701 27.0422 internal_count=2836 2288 548 is_linear=0 shrinkage=0.000439788 Tree=9786 num_leaves=3 num_cat=0 split_feature=48 48 split_gain=1.99905 2.18559 threshold=0.12879500000000002 0.091545000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-1.5810513192747642e-05 -0.00028639836293342945 0.00016404012027089332 leaf_weight=75.554293736345244 4.4360382512472816 15.78224429205329 leaf_count=2489 84 263 internal_value=0 1.52941e-05 internal_weight=0 91.3365 internal_count=2836 2752 is_linear=0 shrinkage=0.000439788 Tree=9787 num_leaves=4 num_cat=0 split_feature=4 2 2 split_gain=2.07518 3.309 3.20446 threshold=0.071855000000000016 0.083585000000000007 0.10846000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.010868777232855538 0.011129146765608892 0.00076208453891555021 -0.0050002953496967924 leaf_weight=16.151409792473714 17.253895527765057 51.475931276718256 9.6489310677161466 leaf_count=623 278 1665 270 internal_value=0 -0.00201799 0.00534474 internal_weight=0 67.6273 26.9028 internal_count=2836 2288 548 is_linear=0 shrinkage=0.0224292 Tree=9788 num_leaves=3 num_cat=0 split_feature=9 12 split_gain=2.25054 1.75435 threshold=0.084755000000000011 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2619414085266422e-05 -0.00029546966978725964 -0.00028226957153042463 leaf_weight=86.387666747626554 4.5735988747328511 3.5441704782369916 leaf_count=2561 84 130 internal_value=0 2.01525e-05 internal_weight=0 89.9318 internal_count=2775 2691 is_linear=0 shrinkage=0.000439788 Tree=9789 num_leaves=3 num_cat=0 split_feature=9 12 split_gain=2.26387 1.76356 threshold=0.084755000000000011 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.2151503466838001e-05 -0.00029729029371970993 -0.00028474588809516066 leaf_weight=86.296417563971772 4.5611126589210462 3.5166956406628733 leaf_count=2561 84 130 internal_value=0 1.96853e-05 internal_weight=0 89.8131 internal_count=2775 2691 is_linear=0 shrinkage=0.000439788 Tree=9790 num_leaves=3 num_cat=0 split_feature=9 12 split_gain=2.27699 1.79289 threshold=0.084755000000000011 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016715942540543359 -0.015270795468709658 -0.01471943625690972 leaf_weight=85.511133874551433 4.512195156683446 3.4752876795701004 leaf_count=2561 84 130 internal_value=0 0.00102844 internal_weight=0 88.9864 internal_count=2775 2691 is_linear=0 shrinkage=0.0224292 Tree=9791 num_leaves=3 num_cat=0 split_feature=9 12 split_gain=2.18229 1.71765 threshold=0.084755000000000011 0.11622 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0016343248352263472 -0.014972995844356733 -0.014429334185672759 leaf_weight=85.500020677457087 4.4992491623852393 3.4661324287426387 leaf_count=2561 84 130 internal_value=0 0.00100552 internal_weight=0 88.9662 internal_count=2775 2691 is_linear=0 shrinkage=0.0224292 Tree=9792 num_leaves=4 num_cat=0 split_feature=15 0 3 split_gain=2.42414 2.9188 2.70553 threshold=-0.031674999999999995 -0.091284999999999991 -0.078914999999999985 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00053908616749130363 -0.0098690117928124845 0.011599453368386314 0.00091810415762940431 leaf_weight=30.813978530432905 20.977409113595513 14.708751418218524 26.402211542053919 leaf_count=588 1074 675 515 internal_value=0 0.00338619 -0.00385996 internal_weight=0 45.5227 47.3796 internal_count=2852 1263 1589 is_linear=0 shrinkage=0.0224292 Tree=9793 num_leaves=4 num_cat=0 split_feature=15 151 3 split_gain=2.21068 2.73322 2.72198 threshold=-0.031674999999999995 0.042665000000000008 0.096440000000000012 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012653609683056861 -3.4376336591231061e-05 -0.00037544545894150684 -0.00012048436457494831 leaf_weight=34.315939173288825 42.640155987800426 5.0681718086416359 11.506900174628752 leaf_count=1067 1512 77 196 internal_value=0 -7.07446e-05 6.44807e-05 internal_weight=0 47.7083 45.8228 internal_count=2852 1589 1263 is_linear=0 shrinkage=0.000439788 Tree=9794 num_leaves=4 num_cat=0 split_feature=15 3 151 split_gain=2.31487 2.85979 2.65877 threshold=-0.031674999999999995 0.096440000000000012 0.042665000000000008 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0065693176217847373 -0.0019341369454496248 -0.0063805846235817434 -0.019141189047281442 leaf_weight=34.058277823849494 42.288925985790229 11.448309652794704 5.03955152403796 leaf_count=1067 1512 196 77 internal_value=0 0.00331014 -0.00377333 internal_weight=0 45.5066 47.3285 internal_count=2852 1263 1589 is_linear=0 shrinkage=0.0224292 Tree=9795 num_leaves=4 num_cat=0 split_feature=156 3 3 split_gain=2.28381 2.45512 1.41988 threshold=0.091280000000000014 -0.078914999999999985 0.081870000000000012 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-8.8347456663199646e-05 -8.7811627703719274e-05 6.5500566916161076e-05 -0.00054229394968627169 leaf_weight=30.861390601087351 3.1310363343272902 57.248145696313259 2.3033783203572966 leaf_count=1445 182 1150 75 internal_value=0 1.1606e-05 -0.000281668 internal_weight=0 88.1095 5.43441 internal_count=2852 2595 257 is_linear=0 shrinkage=0.000439788 Tree=9796 num_leaves=4 num_cat=0 split_feature=13 448 16 split_gain=2.20863 2.22322 2.06448 threshold=0.17850500000000002 -0.079029999999999989 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.019696632323482871 -0.025237482937845356 0.0016794107493635639 0.0009656854936904275 leaf_weight=2.4973303902806938 3.1862280510786141 89.663178073560175 2.8617480175598757 leaf_count=61 133 2656 35 internal_value=0 0.00109621 -0.0128748 internal_weight=0 92.1605 6.04798 internal_count=2885 2717 168 is_linear=0 shrinkage=0.0224292 Tree=9797 num_leaves=4 num_cat=0 split_feature=13 448 16 split_gain=2.11629 2.13117 1.98685 threshold=0.17850500000000002 -0.079029999999999989 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.01931843042172526 -0.024791142153803809 0.001641848756501908 0.00094437349021816183 leaf_weight=2.4895743767265222 3.1713567394617703 89.657896573131438 2.8611321981588844 leaf_count=61 133 2656 35 internal_value=0 0.00107167 -0.0126206 internal_weight=0 92.1475 6.03249 internal_count=2885 2717 168 is_linear=0 shrinkage=0.0224292 Tree=9798 num_leaves=4 num_cat=0 split_feature=13 13 16 split_gain=2.03094 2.43653 1.31095 threshold=0.15312500000000004 0.10741000000000002 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00052993226312720123 -0.018387257355304436 0.022967048643538115 0.00092352740247853395 leaf_weight=88.201360807901438 4.6062238627318939 2.484875964386446 2.860530574209406 leaf_count=2653 154 43 35 internal_value=0 0.00114943 -0.0110058 internal_weight=0 90.6862 7.46675 internal_count=2885 2696 189 is_linear=0 shrinkage=0.0224292 Tree=9799 num_leaves=4 num_cat=0 split_feature=13 448 16 split_gain=1.96344 2.04121 1.85501 threshold=0.17850500000000002 -0.079029999999999989 0.23247500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.018955154802588269 -0.024010697482640606 0.0015867086904322776 0.0009031375397967181 leaf_weight=2.4823850349785053 3.1476301646771381 89.62674341273123 2.8599426812579622 leaf_count=61 133 2656 35 internal_value=0 0.00102928 -0.012185 internal_weight=0 92.1091 6.00757 internal_count=2885 2717 168 is_linear=0 shrinkage=0.0224292 Tree=9800 num_leaves=4 num_cat=0 split_feature=3 1 0 split_gain=4.90352 3.74855 2.93634 threshold=0.10561500000000001 1.0000000180025095e-35 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00016333529370988806 7.2355621138312069e-06 4.2037487904302312e-05 0.00035106212401283805 leaf_weight=27.39556822100576 8.090317154448714 46.072144140256569 11.81126225750995 leaf_count=1404 97 1139 160 internal_value=0 -3.4567e-05 0.000211432 internal_weight=0 73.4677 19.9016 internal_count=2800 2543 257 is_linear=0 shrinkage=0.000439788 Tree=9801 num_leaves=4 num_cat=0 split_feature=3 1 0 split_gain=4.8389 3.71029 2.95597 threshold=0.10561500000000001 1.0000000180025095e-35 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0083083132592561698 0.00026531930446210074 0.002140549498832944 0.017909508566026355 leaf_weight=27.264774985265376 8.0476578391972016 45.770171971525997 11.735034947225357 leaf_count=1404 97 1139 160 internal_value=0 -0.00176128 0.010739 internal_weight=0 73.0349 19.7827 internal_count=2800 2543 257 is_linear=0 shrinkage=0.0224292 Tree=9802 num_leaves=4 num_cat=0 split_feature=3 1 15 split_gain=4.64719 3.55158 2.70218 threshold=0.10561500000000001 1.0000000180025095e-35 -0.090644999999999989 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0081356301580422612 -0.0015336944558883897 0.0020928058064142033 0.01625874416477362 leaf_weight=27.219897522135398 6.3178023000582497 45.764827429901288 13.366181605320888 leaf_count=1404 119 1139 138 internal_value=0 -0.00172305 0.0105521 internal_weight=0 72.9847 19.684 internal_count=2800 2543 257 is_linear=0 shrinkage=0.0224292 Tree=9803 num_leaves=4 num_cat=0 split_feature=3 1 0 split_gain=4.46204 3.43381 2.84516 threshold=0.10561500000000001 0.087515000000000023 -0.14678999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0064905196854694661 8.6710357765041322e-05 0.0032411433976551212 0.017467016256368938 leaf_weight=36.921680428372383 8.0117663136916253 36.014563785587598 11.578375378667259 leaf_count=1613 97 930 160 internal_value=0 -0.00168561 0.010366 internal_weight=0 72.9362 19.5901 internal_count=2800 2543 257 is_linear=0 shrinkage=0.0224292 Tree=9804 num_leaves=4 num_cat=0 split_feature=0 4 51 split_gain=3.51516 4.49804 1.89518 threshold=-0.11367499999999998 0.071855000000000016 0.08955500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0061295024515203578 -0.0090301559237712919 0.0058789021221989377 -0.007053757906346601 leaf_weight=29.146031407451574 41.467093703068713 13.475672067947015 6.7397011569992165 leaf_count=383 2052 354 78 internal_value=0 -0.00537268 0.00365112 internal_weight=0 54.9428 35.8857 internal_count=2867 2406 461 is_linear=0 shrinkage=0.0224292 Tree=9805 num_leaves=4 num_cat=0 split_feature=0 4 51 split_gain=3.34011 4.33322 1.76589 threshold=-0.11367499999999998 0.071855000000000016 0.08955500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011692156525471652 -0.0001718279370615302 0.00011409579475749736 -0.00013164595631436497 leaf_weight=29.30700614026091 41.825462942241302 13.563566269634974 6.7951933123840709 leaf_count=383 2052 354 78 internal_value=0 -0.000101796 7.00911e-05 internal_weight=0 55.389 36.1022 internal_count=2867 2406 461 is_linear=0 shrinkage=0.000439788 Tree=9806 num_leaves=4 num_cat=0 split_feature=0 4 51 split_gain=3.41502 4.35657 1.77849 threshold=-0.11367499999999998 0.071855000000000016 0.08955500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00011750615366456696 -0.00017384724052884058 0.00011321036036043439 -0.00013218863683454177 leaf_weight=29.265432098595738 41.695417960702343 13.531690812816121 6.7811751434855969 leaf_count=383 2052 354 78 internal_value=0 -0.000103498 7.04878e-05 internal_weight=0 55.2271 36.0466 internal_count=2867 2406 461 is_linear=0 shrinkage=0.000439788 Tree=9807 num_leaves=4 num_cat=0 split_feature=0 4 51 split_gain=3.46858 4.42753 1.83326 threshold=-0.11367499999999998 0.071855000000000016 0.08955500000000001 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00012085212422747884 -0.00017256265041257522 0.00011575992952795816 -0.00013219085128775979 leaf_weight=29.484011689332874 41.762025628014726 13.657309308579896 6.8005213621145222 leaf_count=383 2052 354 78 internal_value=0 -0.000101494 7.33817e-05 internal_weight=0 55.4193 36.2845 internal_count=2867 2406 461 is_linear=0 shrinkage=0.000439788 Tree=9808 num_leaves=3 num_cat=0 split_feature=1375 11 split_gain=3.49318 2.10909 threshold=-0.43271999999999994 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00049636111690095253 5.5131187400371667e-05 -0.00026600714925775992 leaf_weight=2.3773359727001653 91.366890288421018 4.1156694034211787 leaf_count=18 2721 106 internal_value=0 4.12385e-05 internal_weight=0 95.4826 internal_count=2845 2827 is_linear=0 shrinkage=0.000439788 Tree=9809 num_leaves=3 num_cat=0 split_feature=1375 11 split_gain=3.53392 2.13633 threshold=-0.43271999999999994 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025499551308929568 0.0028085387096674322 -0.01375045702174864 leaf_weight=2.3749521573663506 90.685551983384357 4.0777289577827096 leaf_count=18 2721 106 internal_value=0 0.00209337 internal_weight=0 94.7633 internal_count=2845 2827 is_linear=0 shrinkage=0.0224292 Tree=9810 num_leaves=3 num_cat=0 split_feature=1375 11 split_gain=3.38798 2.04597 threshold=-0.43271999999999994 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.025012031055335147 0.0027459912549749718 -0.013479763563569752 leaf_weight=2.3673953670331676 90.671425469151927 4.0668274770564485 leaf_count=18 2721 106 internal_value=0 0.00204689 internal_weight=0 94.7383 internal_count=2845 2827 is_linear=0 shrinkage=0.0224292 Tree=9811 num_leaves=3 num_cat=0 split_feature=1375 11 split_gain=3.24789 1.95928 threshold=-0.43271999999999994 0.088315000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.024532366949632681 0.0026848213144986836 -0.013212904662818626 leaf_weight=2.3600041481222425 90.657812867095799 4.0564118394545394 leaf_count=18 2721 106 internal_value=0 0.00200143 internal_weight=0 94.7142 internal_count=2845 2827 is_linear=0 shrinkage=0.0224292 Tree=9812 num_leaves=4 num_cat=0 split_feature=131 13 15 split_gain=3.33443 2.3352 0.73571 threshold=0.088865000000000013 -0.24921999999999997 -0.084629999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024965954016280723 -8.5347798735084225e-05 9.8849452463882613e-06 -0.00043163705920285888 leaf_weight=8.6726539396477147 1.7603249781341217 81.729587704646292 3.6940108472863349 leaf_count=122 115 2344 278 internal_value=0 3.29354e-05 -0.000320564 internal_weight=0 90.4022 5.45434 internal_count=2859 2466 393 is_linear=0 shrinkage=0.000439788 Tree=9813 num_leaves=4 num_cat=0 split_feature=131 13 15 split_gain=3.27562 2.30634 0.725738 threshold=0.088865000000000013 -0.24921999999999997 -0.084629999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.012667174311898911 -0.0043845045059007041 0.00046978165799255026 -0.022022695749797018 leaf_weight=8.6090954798564763 1.7446234890594494 81.128234304570924 3.6380427856001907 leaf_count=122 115 2344 278 internal_value=0 0.0016424 -0.0163415 internal_weight=0 89.7373 5.38267 internal_count=2859 2466 393 is_linear=0 shrinkage=0.0224292 Tree=9814 num_leaves=4 num_cat=0 split_feature=131 13 15 split_gain=3.25413 2.19074 0.724156 threshold=0.088865000000000013 -0.24921999999999997 -0.084629999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024381975760553334 -8.5308431814893498e-05 1.0387260872401481e-05 -0.00042962170684372687 leaf_weight=8.5750469311096804 1.7605365709905525 81.706042275081018 3.6435302725039937 leaf_count=122 115 2344 278 internal_value=0 3.26059e-05 -0.000318147 internal_weight=0 90.2811 5.40407 internal_count=2859 2466 393 is_linear=0 shrinkage=0.000439788 Tree=9815 num_leaves=4 num_cat=0 split_feature=131 13 15 split_gain=3.1954 2.32536 0.743054 threshold=0.088865000000000013 -0.24921999999999997 -0.084629999999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00024820596158829937 -8.0947480246153279e-05 8.349929714082304e-06 -0.00042941961295657948 leaf_weight=8.6256087740039202 1.7650079671766432 81.731812065998383 3.6386395414592689 leaf_count=122 115 2344 278 internal_value=0 3.12944e-05 -0.000316283 internal_weight=0 90.3574 5.40365 internal_count=2859 2466 393 is_linear=0 shrinkage=0.000439788 Tree=9816 num_leaves=3 num_cat=0 split_feature=454 13 split_gain=2.14734 1.56874 threshold=-1.0000000180025095e-35 -0.52503499999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020439102353393839 -0.016278738738832066 0.0013158290048830281 leaf_weight=2.429997612402075 2.6024385141790836 92.558730657516207 leaf_count=61 39 2774 internal_value=0 0.000831489 internal_weight=0 95.1612 internal_count=2874 2813 is_linear=0 shrinkage=0.0224292 Tree=9817 num_leaves=3 num_cat=0 split_feature=454 13 split_gain=2.06774 1.49269 threshold=-1.0000000180025095e-35 -0.52503499999999981 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020136257644935207 -0.015833496716476377 0.0012863908074528601 leaf_weight=2.411717378665343 2.6159885899396604 92.553833463391129 leaf_count=61 39 2774 internal_value=0 0.000812725 internal_weight=0 95.1698 internal_count=2874 2813 is_linear=0 shrinkage=0.0224292 Tree=9818 num_leaves=3 num_cat=0 split_feature=454 157 split_gain=1.99075 1.46762 threshold=-1.0000000180025095e-35 -0.084489999999999996 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019834238464406111 -0.013306418553304257 0.0013441420035085901 leaf_weight=2.3940172307484309 3.5549132670630561 91.623506647350496 leaf_count=61 201 2612 internal_value=0 0.000794385 internal_weight=0 95.1784 internal_count=2874 2813 is_linear=0 shrinkage=0.0224292 Tree=9819 num_leaves=3 num_cat=0 split_feature=403 456 split_gain=2.18983 1.96256 threshold=0.10150000000000002 0.087495000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0014421208116379943 -0.021097251751768038 -0.015490783894215284 leaf_weight=91.640536837850959 2.3338835949289196 3.5587672212832322 leaf_count=2543 188 143 internal_value=0 0.000806151 internal_weight=0 95.1993 internal_count=2874 2686 is_linear=0 shrinkage=0.0224292 Tree=9820 num_leaves=3 num_cat=0 split_feature=403 157 split_gain=2.26037 1.885 threshold=-0.088654999999999984 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043331695374687867 3.8002230538129608e-05 -0.00029400254301921344 leaf_weight=2.1026353340839696 89.643363414678333 3.415307819518147 leaf_count=373 2299 169 internal_value=0 2.57597e-05 internal_weight=0 93.0587 internal_count=2841 2468 is_linear=0 shrinkage=0.000439788 Tree=9821 num_leaves=3 num_cat=0 split_feature=403 155 split_gain=2.24453 1.89379 threshold=-0.088654999999999984 0.081185000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043266918574621751 3.8131167013854574e-05 -0.00029565278000265891 leaf_weight=2.0928440136303825 89.308019230461014 3.3943358165320197 leaf_count=373 2269 199 internal_value=0 2.58512e-05 internal_weight=0 92.7024 internal_count=2841 2468 is_linear=0 shrinkage=0.000439788 Tree=9822 num_leaves=3 num_cat=0 split_feature=403 155 split_gain=2.2708 1.86499 threshold=-0.088654999999999984 0.081185000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043223942035707728 3.9183267243882345e-05 -0.0002925258969992627 leaf_weight=2.1105195503732821 89.662520838580804 3.3837375363318634 leaf_count=373 2269 199 internal_value=0 2.70627e-05 internal_weight=0 93.0463 internal_count=2841 2468 is_linear=0 shrinkage=0.000439788 Tree=9823 num_leaves=3 num_cat=0 split_feature=403 157 split_gain=2.26766 1.88067 threshold=-0.088654999999999984 1.0000000180025095e-35 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00043121885741801894 3.9380827057837789e-05 -0.0002915871591111296 leaf_weight=2.1160298499380579 89.941280055569223 3.4290067929478019 leaf_count=373 2299 169 internal_value=0 2.7169e-05 internal_weight=0 93.3703 internal_count=2841 2468 is_linear=0 shrinkage=0.000439788 Tree=9824 num_leaves=4 num_cat=0 split_feature=16 13 13 split_gain=2.30327 3.68514 2.18666 threshold=0.26746000000000009 0.11238500000000001 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033969382651820811 -0.018926896273042941 0.0093735280904284259 -0.012306659324805045 leaf_weight=79.881464704067184 6.4620320503008752 3.5860616994687007 4.7060018674283119 leaf_count=2339 320 26 159 internal_value=0 -0.00882814 0.00252069 internal_weight=0 10.0481 84.5875 internal_count=2844 346 2498 is_linear=0 shrinkage=0.0224292 Tree=9825 num_leaves=4 num_cat=0 split_feature=16 13 13 split_gain=2.23297 3.5062 1.98387 threshold=0.26746000000000009 0.11238500000000001 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.2507725712683892e-05 -0.00036395316732156191 0.00017656156987809802 -0.00022778797390683814 leaf_weight=80.768793273114625 6.5205575406707776 3.5839627511741128 4.806621032664224 leaf_count=2339 320 26 159 internal_value=0 -0.000172267 4.61552e-05 internal_weight=0 10.1045 85.5754 internal_count=2844 346 2498 is_linear=0 shrinkage=0.000439788 Tree=9826 num_leaves=4 num_cat=0 split_feature=16 13 13 split_gain=2.21051 3.55029 2.08547 threshold=0.26746000000000009 0.11238500000000001 0.15312500000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0033175003368382779 -0.018662630062365723 0.0091873344297736196 -0.01201090436751381 leaf_weight=79.880458158559577 6.4061678894186098 3.5743802466240595 4.7109444522711774 leaf_count=2339 320 26 159 internal_value=0 -0.00869009 0.00246133 internal_weight=0 9.98055 84.5914 internal_count=2844 346 2498 is_linear=0 shrinkage=0.0224292 Tree=9827 num_leaves=4 num_cat=0 split_feature=16 0 12 split_gain=2.1225 1.96527 1.75392 threshold=0.26746000000000009 -0.084184999999999996 0.012345000000000004 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00033606893348957689 0.00060300265010051514 0.0066676027482601239 -0.01825216365430218 leaf_weight=51.468322007836832 5.1089273175002727 33.108927600119387 4.8052906538214302 leaf_count=1310 96 1188 250 internal_value=0 0.0024065 -0.00855336 internal_weight=0 84.5772 9.91422 internal_count=2844 2498 346 is_linear=0 shrinkage=0.0224292 Tree=9828 num_leaves=3 num_cat=0 split_feature=13 457 split_gain=2.13952 1.61741 threshold=-0.4706749999999999 0.079930000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.014187764156173049 -0.0020604283668245564 0.0059081548101491072 leaf_weight=5.1273720630269954 74.123037467955783 15.472591503161309 leaf_count=74 2517 231 internal_value=0 -0.000683339 internal_weight=0 89.5956 internal_count=2822 2748 is_linear=0 shrinkage=0.0224292 Tree=9829 num_leaves=3 num_cat=0 split_feature=13 457 split_gain=2.10106 1.6017 threshold=-0.4706749999999999 0.079930000000000015 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00027643507817378668 -3.9137918890314379e-05 0.00011598792994191557 leaf_weight=5.1304043239942976 74.640635394935543 15.537053437742996 leaf_count=74 2517 231 internal_value=0 -1.23918e-05 internal_weight=0 90.1777 internal_count=2822 2748 is_linear=0 shrinkage=0.000439788 Tree=9830 num_leaves=3 num_cat=0 split_feature=49 49 split_gain=1.29032 2.29898 threshold=-0.14902499999999999 -0.13513499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00016651924137486211 -0.00050246868388568111 -2.4747747067585091e-06 leaf_weight=8.4904455208452401 1.7974834017222736 85.23165785877427 leaf_count=97 26 2699 internal_value=0 -1.29095e-05 internal_weight=0 87.0291 internal_count=2822 2725 is_linear=0 shrinkage=0.000439788 Tree=9831 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=2.06322 1.5727 threshold=-0.4706749999999999 0.096440000000000012 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.013994863031140089 0.00079422135524096057 -0.0067085834787499882 leaf_weight=5.0843136250186935 72.163795096454578 17.434318958165932 leaf_count=74 2511 237 internal_value=0 -0.000666819 internal_weight=0 89.5981 internal_count=2822 2748 is_linear=0 shrinkage=0.0224292 Tree=9832 num_leaves=4 num_cat=0 split_feature=2 52 2 split_gain=2.40647 3.77591 2.93239 threshold=0.092210000000000014 -0.28430999999999995 0.09302500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.030947386185451196 0.022645731908535902 -0.0023334630103800137 0.0017046954776744928 leaf_weight=2.4149114086112595 3.6433322522416338 49.675464905177705 41.338706506226572 leaf_count=113 55 1629 1084 internal_value=0 -0.00367086 0.00340971 internal_weight=0 52.0904 44.982 internal_count=2881 1742 1139 is_linear=0 shrinkage=0.0224292 Tree=9833 num_leaves=4 num_cat=0 split_feature=2 52 2 split_gain=2.30328 3.69902 2.84338 threshold=0.092210000000000014 -0.28430999999999995 0.09302500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.030872435414025731 0.022396070788192793 -0.0022818076625434865 0.0016671480234324951 leaf_weight=2.3670640978889415 3.6020007341521696 49.661207612098224 41.322275415281638 leaf_count=113 55 1629 1084 internal_value=0 -0.00359341 0.00333799 internal_weight=0 52.0283 44.9243 internal_count=2881 1742 1139 is_linear=0 shrinkage=0.0224292 Tree=9834 num_leaves=4 num_cat=0 split_feature=2 52 2 split_gain=2.24667 3.66191 2.71034 threshold=0.092210000000000014 -0.28430999999999995 0.09302500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060082281452923636 0.00043223939929713432 -4.3097463395102426e-05 3.369078808745128e-05 leaf_weight=2.3670563056439269 3.5649931882762749 49.875869225904808 41.738019319385785 leaf_count=113 55 1629 1084 internal_value=0 -6.85775e-05 6.52223e-05 internal_weight=0 52.2429 45.303 internal_count=2881 1742 1139 is_linear=0 shrinkage=0.000439788 Tree=9835 num_leaves=4 num_cat=0 split_feature=2 52 2 split_gain=2.28391 3.61625 2.73458 threshold=0.092210000000000014 -0.28430999999999995 0.09302500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00060249692151582307 0.00043275881280173541 -4.4719380956784513e-05 3.3283268770703616e-05 leaf_weight=2.3352046260388297 3.5825522454397278 49.989288893256344 41.609382055796232 leaf_count=113 55 1629 1084 internal_value=0 -6.98233e-05 6.51207e-05 internal_weight=0 52.3245 45.1919 internal_count=2881 1742 1139 is_linear=0 shrinkage=0.000439788 Tree=9836 num_leaves=4 num_cat=0 split_feature=1 13 13 split_gain=2.27547 4.51091 1.79553 threshold=0.099250000000000019 -0.09547499999999999 -0.42334499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0001307906450980549 -0.00028960096494077349 -0.0001581024699447993 8.652287537746318e-05 leaf_weight=13.787820014014413 2.6488965895177889 43.057117032523365 30.772255839187892 leaf_count=198 68 1867 691 internal_value=0 -8.80106e-05 5.65637e-05 internal_weight=0 56.8449 33.4212 internal_count=2824 2065 759 is_linear=0 shrinkage=0.000439788 Tree=9837 num_leaves=3 num_cat=0 split_feature=157 4 split_gain=2.20319 2.51235 threshold=-0.15081499999999998 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016860750160284627 -0.022010243556397326 -0.001674550076950367 leaf_weight=3.0685329183434069 3.1539537818316594 83.218648499778283 leaf_count=94 103 2627 internal_value=0 -0.00242182 internal_weight=0 86.3726 internal_count=2824 2730 is_linear=0 shrinkage=0.0224292 Tree=9838 num_leaves=3 num_cat=0 split_feature=157 4 split_gain=2.07147 2.25396 threshold=-0.15081499999999998 -0.50052499999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031929257583229368 -0.00040911051426298768 -3.119943891475547e-05 leaf_weight=3.1101639775433787 3.1481497757486059 84.438412933748623 leaf_count=94 103 2627 internal_value=0 -4.4869e-05 internal_weight=0 87.5866 internal_count=2824 2730 is_linear=0 shrinkage=0.000439788 Tree=9839 num_leaves=4 num_cat=0 split_feature=1 13 13 split_gain=2.26209 4.34866 1.77523 threshold=0.099250000000000019 -0.09547499999999999 -0.42334499999999992 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00012945268946529809 -0.00028458272076337121 -0.00015371111442241521 8.8466624423154177e-05 leaf_weight=13.826544729618943 2.6627778803649553 43.289622626295568 30.882878578088821 leaf_count=198 68 1867 691 internal_value=0 -8.51431e-05 5.87098e-05 internal_weight=0 57.1162 33.5457 internal_count=2824 2065 759 is_linear=0 shrinkage=0.000439788 Tree=9840 num_leaves=4 num_cat=0 split_feature=3 401 13 split_gain=2.85656 2.01412 2.00811 threshold=0.11924500000000002 0.087020000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0025057022795177517 -0.0018159699928724791 -0.017940064307861062 -0.02031599932771937 leaf_weight=78.891076323315701 6.8189715747530499 2.4817453426021521 5.1910783054918266 leaf_count=2419 142 216 71 internal_value=0 0.00187808 -0.00983175 internal_weight=0 81.3728 12.01 internal_count=2848 2635 213 is_linear=0 shrinkage=0.0224292 Tree=9841 num_leaves=4 num_cat=0 split_feature=3 401 13 split_gain=2.73201 1.94375 1.92791 threshold=0.11924500000000002 0.087020000000000014 -1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0024497296793185505 -0.0017741782497550963 -0.017750357938695317 -0.019910946708956906 leaf_weight=78.884236973747647 6.8234477028927358 2.4525465356655323 5.1784150358434982 leaf_count=2419 142 216 71 internal_value=0 0.00183661 -0.0096188 internal_weight=0 81.3368 12.0019 internal_count=2848 2635 213 is_linear=0 shrinkage=0.0224292 Tree=9842 num_leaves=4 num_cat=0 split_feature=3 0 1 split_gain=2.61278 1.89978 1.87772 threshold=0.11924500000000002 -0.10956499999999998 0.099250000000000019 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00036770796757934482 -0.016246205345333137 0.0022190095790215985 0.0071642097762480116 leaf_weight=57.95838232016149 7.5489562798320549 4.4452369496975717 23.343537713536534 leaf_count=2068 120 93 567 internal_value=0 -0.00941005 0.00179604 internal_weight=0 11.9942 81.3019 internal_count=2848 213 2635 is_linear=0 shrinkage=0.0224292 Tree=9843 num_leaves=4 num_cat=0 split_feature=3 401 3 split_gain=2.36107 1.89381 1.75531 threshold=0.11924500000000002 0.087020000000000014 0.14813000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=4.6477302365038486e-05 -0.00037382021340319976 -0.00034391510076037062 -3.3697433318323422e-05 leaf_weight=79.53859717108935 4.955598943110088 2.4593126123791071 7.1671197895220757 leaf_count=2419 56 216 157 internal_value=0 3.46912e-05 -0.000173104 internal_weight=0 81.9979 12.1227 internal_count=2848 2635 213 is_linear=0 shrinkage=0.000439788 Tree=9844 num_leaves=3 num_cat=0 split_feature=16 52 split_gain=2.47976 2.94919 threshold=0.51434500000000016 -0.047784999999999987 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0055626127956598485 -0.02309916971924535 -0.0027560618819437027 leaf_weight=34.016850833953868 2.3126203882356995 57.914045445638294 leaf_count=744 145 1933 internal_value=0 0.000322582 internal_weight=0 91.9309 internal_count=2822 2677 is_linear=0 shrinkage=0.0224292 Tree=9845 num_leaves=3 num_cat=0 split_feature=403 47 split_gain=2.3947 2.32738 threshold=0.09389500000000002 0.13177500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8445544527182178e-05 -0.00043081074038381611 -0.00041097426405995743 leaf_weight=89.671481098951517 2.4651506803929797 2.4903422413626677 leaf_count=2552 220 50 internal_value=0 6.7593e-06 internal_weight=0 92.1618 internal_count=2822 2602 is_linear=0 shrinkage=0.000439788 Tree=9846 num_leaves=3 num_cat=0 split_feature=403 47 split_gain=2.40186 2.28862 threshold=0.09389500000000002 0.13177500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.8126190191482676e-05 -0.00043103582464003938 -0.00040808147227999324 leaf_weight=89.734132603050966 2.4724803227040857 2.4857117809006004 leaf_count=2552 220 50 internal_value=0 6.55602e-06 internal_weight=0 92.2198 internal_count=2822 2602 is_linear=0 shrinkage=0.000439788 Tree=9847 num_leaves=3 num_cat=0 split_feature=403 47 split_gain=2.3975 2.29185 threshold=0.09389500000000002 0.13177500000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=1.869376434472337e-05 -0.00043048574575134418 -0.00040794716622262592 leaf_weight=89.736911624444474 2.4676732290390637 2.4841075561125754 leaf_count=2552 220 50 internal_value=0 7.11951e-06 internal_weight=0 92.221 internal_count=2822 2602 is_linear=0 shrinkage=0.000439788 Tree=9848 num_leaves=4 num_cat=0 split_feature=150 0 3 split_gain=2.63684 3.51024 3.01001 threshold=0.084800000000000014 -0.084184999999999996 0.096085000000000018 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078678813222438013 -0.00051352325609136632 0.0019528081075567832 0.019589995900504181 leaf_weight=35.32368009034326 9.5923228364845254 37.979095192506065 6.1281005168711991 leaf_count=1105 251 1377 73 internal_value=0 -0.00278047 0.00733744 internal_weight=0 73.3028 15.7204 internal_count=2806 2482 324 is_linear=0 shrinkage=0.0224292 Tree=9849 num_leaves=4 num_cat=0 split_feature=150 1 15 split_gain=2.53993 3.18413 2.44456 threshold=0.084800000000000014 0.14000500000000002 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5161230908095441e-05 0.00047818324188506826 0.00033851646123296872 5.1742986446089615e-05 leaf_weight=70.284968243852745 3.25868990755498 3.7741967319225287 12.602517999060181 leaf_count=2382 39 100 285 internal_value=0 -5.39976e-05 0.000139825 internal_weight=0 74.0592 15.8612 internal_count=2806 2482 324 is_linear=0 shrinkage=0.000439788 Tree=9850 num_leaves=3 num_cat=0 split_feature=1 52 split_gain=2.43527 2.46875 threshold=0.14000500000000002 0.11330000000000001 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-8.8819333757264655e-06 0.00030417290425386174 -0.00024833686075969327 leaf_weight=75.875955963296747 4.2776074534576756 9.3353407514646261 leaf_count=2251 113 442 internal_value=0 -3.51652e-05 internal_weight=0 85.2113 internal_count=2806 2693 is_linear=0 shrinkage=0.000439788 Tree=9851 num_leaves=4 num_cat=0 split_feature=150 0 15 split_gain=2.52807 3.35336 2.42884 threshold=0.084800000000000014 -0.084184999999999996 -0.096544999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0076950104095627105 0.024388260211702612 0.0019050345818895002 0.0026641560151623805 leaf_weight=35.294898033506797 3.2549395888045174 37.990820110339882 12.404365798511206 leaf_count=1105 39 1377 285 internal_value=0 -0.00271921 0.00720392 internal_weight=0 73.2857 15.6593 internal_count=2806 2482 324 is_linear=0 shrinkage=0.0224292 Tree=9852 num_leaves=3 num_cat=0 split_feature=403 159 split_gain=2.38667 2.13863 threshold=0.09389500000000002 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011346267169236313 -0.021124703662807352 -0.012431776974943239 leaf_weight=85.020018476258883 2.6993011171143726 6.2580807600625112 leaf_count=2337 228 301 internal_value=0 0.000202101 internal_weight=0 91.2781 internal_count=2866 2638 is_linear=0 shrinkage=0.0224292 Tree=9853 num_leaves=3 num_cat=0 split_feature=403 159 split_gain=2.32736 2.00925 threshold=0.09389500000000002 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.1489762306855607e-05 -0.00041025537896611418 -0.00023550269916425493 leaf_weight=85.413103923795916 2.6840495390938477 6.3002805515779974 leaf_count=2337 228 301 internal_value=0 3.79024e-06 internal_weight=0 91.7134 internal_count=2866 2638 is_linear=0 shrinkage=0.000439788 Tree=9854 num_leaves=3 num_cat=0 split_feature=403 159 split_gain=2.31471 2.04422 threshold=0.09389500000000002 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0011085356474097995 -0.020954669771389288 -0.012162849030006398 leaf_weight=85.020493985980011 2.6599740387473494 6.2501644694821143 leaf_count=2337 228 301 internal_value=0 0.000197365 internal_weight=0 91.2707 internal_count=2866 2638 is_linear=0 shrinkage=0.0224292 Tree=9855 num_leaves=3 num_cat=0 split_feature=403 159 split_gain=2.26613 1.9425 threshold=0.09389500000000002 0.091330000000000008 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=2.2969423213840454e-05 -0.00040519278020369735 -0.00022951114932295646 leaf_weight=85.723476343883704 2.6534439419551736 6.3097059642623199 leaf_count=2337 228 301 internal_value=0 5.61559e-06 internal_weight=0 92.0332 internal_count=2866 2638 is_linear=0 shrinkage=0.000439788 Tree=9856 num_leaves=3 num_cat=0 split_feature=151 1374 split_gain=1.85318 2.84766 threshold=0.067425000000000013 -0.095439999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.026222129727363711 0.0094161693843872896 -0.00011959011699314407 leaf_weight=2.1373417586437418 10.006289238735915 84.187843308734045 leaf_count=33 123 2704 internal_value=0 -0.000771523 internal_weight=0 86.3252 internal_count=2860 2737 is_linear=0 shrinkage=0.0224292 Tree=9857 num_leaves=3 num_cat=0 split_feature=151 1374 split_gain=1.77575 2.73862 threshold=0.067425000000000013 -0.095439999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.025784782801284975 0.0092299521220015994 -0.00011690800065116951 leaf_weight=2.1253034771652883 9.9798957528109877 84.188152265199278 leaf_count=33 123 2704 internal_value=0 -0.000754493 internal_weight=0 86.3135 internal_count=2860 2737 is_linear=0 shrinkage=0.0224292 Tree=9858 num_leaves=4 num_cat=0 split_feature=457 3 1 split_gain=1.80406 2.18754 2.10814 threshold=0.069705000000000003 -0.10600999999999998 0.091870000000000021 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00011902219770566164 1.5015409895247992e-05 -5.7474825225768916e-05 0.00034330555083682724 leaf_weight=17.219026997012406 9.8126794895761105 64.026904528773684 6.1400708487708462 leaf_count=334 125 2277 124 internal_value=0 -2.00494e-05 0.000141631 internal_weight=0 81.2459 15.9528 internal_count=2860 2611 249 is_linear=0 shrinkage=0.000439788 Tree=9859 num_leaves=3 num_cat=0 split_feature=151 1374 split_gain=1.73522 2.61486 threshold=0.067425000000000013 -0.095439999999999983 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00049389466836224374 0.00017943739994678891 -1.4650158575527953e-06 leaf_weight=2.1191516434191717 10.031231930071952 84.854653545805832 leaf_count=33 123 2704 internal_value=0 -1.3569e-05 internal_weight=0 86.9738 internal_count=2860 2737 is_linear=0 shrinkage=0.000439788 Tree=9860 num_leaves=4 num_cat=0 split_feature=1 151 151 split_gain=2.18672 2.9234 2.30443 threshold=0.086005000000000012 -0.083899999999999988 0.056555000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023612969484837227 0.0041234097122347588 -0.0024735413394384427 -0.01053792738164273 leaf_weight=3.5906716260983549 48.915251067695863 37.354338725527668 6.0427958492073222 leaf_count=175 1139 1477 89 internal_value=0 -0.0043375 0.00250825 internal_weight=0 40.945 54.958 internal_count=2880 1652 1228 is_linear=0 shrinkage=0.0224292 Tree=9861 num_leaves=4 num_cat=0 split_feature=1 151 3 split_gain=2.09199 2.83812 2.22336 threshold=0.086005000000000012 -0.083899999999999988 0.086665000000000006 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023357522420560158 0.006395175180274818 -0.0024184995962054164 -0.0027081160008020915 leaf_weight=3.5492039524438033 31.143966834213643 37.348081766993801 23.79445949863657 leaf_count=175 912 1477 316 internal_value=0 -0.00424571 0.00245286 internal_weight=0 40.8973 54.9384 internal_count=2880 1652 1228 is_linear=0 shrinkage=0.0224292 Tree=9862 num_leaves=4 num_cat=0 split_feature=1 151 403 split_gain=1.94443 2.74379 2.13755 threshold=0.086005000000000012 -0.083899999999999988 0.03138500000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044977679933954278 2.3274949823222072e-05 -4.5605512981163611e-05 0.00037937847710794602 leaf_weight=3.5367980795645044 52.012734370559883 37.685404853331875 3.4594572876339944 leaf_count=175 1144 1477 84 internal_value=0 -8.04749e-05 4.56058e-05 internal_weight=0 41.2222 55.4722 internal_count=2880 1652 1228 is_linear=0 shrinkage=0.000439788 Tree=9863 num_leaves=4 num_cat=0 split_feature=1 151 151 split_gain=2.01927 2.73108 2.06998 threshold=0.086005000000000012 -0.083899999999999988 0.056555000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00044899038168032853 7.7778206261079844e-05 -4.572766432292625e-05 -0.00019288409410964436 leaf_weight=3.5352045295785492 49.481129798182337 37.804363819448099 6.1250195437460198 leaf_count=175 1139 1477 89 internal_value=0 -8.04045e-05 4.79088e-05 internal_weight=0 41.3396 55.6061 internal_count=2880 1652 1228 is_linear=0 shrinkage=0.000439788 Tree=9864 num_leaves=4 num_cat=0 split_feature=49 49 2 split_gain=2.03458 1.98555 1.61493 threshold=0.11151500000000002 -0.14931499999999998 0.11183000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015833018622143301 0.0003833089277446089 -7.5516768638581223e-05 -9.5708394013293874e-06 leaf_weight=7.770130957319906 3.8676951190609525 71.444828098343351 4.2194886309507638 leaf_count=95 110 2507 112 internal_value=0 -5.25463e-05 0.000178784 internal_weight=0 79.215 8.08718 internal_count=2824 2602 222 is_linear=0 shrinkage=0.000439788 Tree=9865 num_leaves=4 num_cat=0 split_feature=49 49 2 split_gain=2.02348 2.01244 1.63119 threshold=0.11151500000000002 -0.14931499999999998 0.11183000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0081229241763259488 0.019583492380667734 -0.0039091056277238663 -0.00061424849891556161 leaf_weight=7.7382039493481889 3.846590640192515 71.074911480032824 4.1914420392085958 leaf_count=95 110 2507 112 internal_value=0 -0.00272607 0.00907485 internal_weight=0 78.8131 8.03803 internal_count=2824 2602 222 is_linear=0 shrinkage=0.0224292 Tree=9866 num_leaves=4 num_cat=0 split_feature=49 49 2 split_gain=1.9035 1.91576 1.56784 threshold=0.11151500000000002 -0.14931499999999998 0.11183000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015642996808542246 0.00037527602493694342 -7.3128395303550861e-05 -1.2015589676042049e-05 leaf_weight=7.7787369390021004 3.8552136926373333 71.616932035404716 4.2254391294900415 leaf_count=95 110 2507 112 internal_value=0 -5.06054e-05 0.000173207 internal_weight=0 79.3957 8.08065 internal_count=2824 2602 222 is_linear=0 shrinkage=0.000439788 Tree=9867 num_leaves=4 num_cat=0 split_feature=49 49 0 split_gain=1.95794 1.93322 1.5806 threshold=0.11151500000000002 -0.14931499999999998 -0.16186999999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00015698561358708934 -0.00013208698974841656 -7.3798383682028776e-05 0.00029841361188836553 leaf_weight=7.7664020352826801 2.2933081765477255 71.51047720663064 5.7742643708825181 leaf_count=95 31 2507 191 internal_value=0 -5.11571e-05 0.000176015 internal_weight=0 79.2769 8.06757 internal_count=2824 2602 222 is_linear=0 shrinkage=0.000439788 Tree=9868 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.11493 1.86183 threshold=-0.50052499999999989 -0.017269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028972302858944053 1.2939506566904957e-05 0.0002099432778733749 leaf_weight=4.0261200092936624 82.386370736689059 10.437449289604954 leaf_count=121 2539 213 internal_value=0 3.51299e-05 internal_weight=0 92.8238 internal_count=2873 2752 is_linear=0 shrinkage=0.000439788 Tree=9869 num_leaves=4 num_cat=0 split_feature=1 158 15 split_gain=2.06537 3.86841 2.12315 threshold=0.091835000000000014 0.081110000000000015 0.029300000000000003 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.9274235963525998e-06 0.00013729438995243776 -0.00052170102619042847 -0.00013868307432611418 leaf_weight=50.378332023540224 36.758624571233668 2.9354807689342115 6.3019700713484772 leaf_count=1700 786 199 188 internal_value=0 -3.26128e-05 9.68612e-05 internal_weight=0 53.3138 43.0606 internal_count=2873 1899 974 is_linear=0 shrinkage=0.000439788 Tree=9870 num_leaves=4 num_cat=0 split_feature=130 1 158 split_gain=2.10693 2.83725 1.70464 threshold=-0.0015749999999999998 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.027913386413696548 0.0030043209471259276 0.0011169423561356369 -0.0089487262834802572 leaf_weight=2.8252524167328366 81.979067283843051 4.1829523578344379 6.4577583169379968 leaf_count=172 2265 115 321 internal_value=0 -0.0106302 0.00212975 internal_weight=0 7.0082 88.4368 internal_count=2873 287 2586 is_linear=0 shrinkage=0.0224292 Tree=9871 num_leaves=3 num_cat=0 split_feature=4 0 split_gain=2.02852 1.91517 threshold=-0.50052499999999989 -0.017269999999999997 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00028289594953737648 1.3716208446809432e-05 0.00021358129107387782 leaf_weight=3.9979864363704101 81.885692565334011 10.43863777862043 leaf_count=121 2539 213 internal_value=0 3.63534e-05 internal_weight=0 92.3243 internal_count=2873 2752 is_linear=0 shrinkage=0.000439788 Tree=9872 num_leaves=3 num_cat=0 split_feature=48 15 split_gain=2.47292 1.86888 threshold=-0.089609999999999981 0.088235000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00034837480221759686 -6.0277289132935046e-06 0.00015617001420431572 leaf_weight=3.5852215852501095 77.2185455530539 16.694243177992576 leaf_count=61 2158 672 internal_value=0 2.28309e-05 internal_weight=0 93.9128 internal_count=2891 2830 is_linear=0 shrinkage=0.000439788 Tree=9873 num_leaves=3 num_cat=0 split_feature=403 160 split_gain=1.73071 1.80061 threshold=0.37674000000000007 -0.40187499999999993 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.023048761892952477 0.019366512864742641 0.0004072731851361475 leaf_weight=1.6569598616270003 2.3587172679835922 93.071644051455223 leaf_count=232 87 2572 internal_value=0 -7.57295e-06 internal_weight=0 94.7286 internal_count=2891 2804 is_linear=0 shrinkage=0.0224292 Tree=9874 num_leaves=3 num_cat=0 split_feature=48 15 split_gain=2.5244 1.88137 threshold=-0.089609999999999981 0.088235000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017999346632078413 -0.00031628934181038775 0.0079977589987439424 leaf_weight=3.571496965669211 76.849920028649194 16.641296085995236 leaf_count=61 2158 672 internal_value=0 0.00116493 internal_weight=0 93.4912 internal_count=2891 2830 is_linear=0 shrinkage=0.0224292 Tree=9875 num_leaves=3 num_cat=0 split_feature=48 15 split_gain=2.41481 1.79884 threshold=-0.089609999999999981 0.088235000000000022 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.017612022275988435 -0.00030919247538737694 0.0078218070664228291 leaf_weight=3.5686274221370686 76.851056885258458 16.63450348762899 leaf_count=61 2158 672 internal_value=0 0.00113891 internal_weight=0 93.4856 internal_count=2891 2830 is_linear=0 shrinkage=0.0224292 Tree=9876 num_leaves=4 num_cat=0 split_feature=156 156 403 split_gain=2.78581 1.95955 1.60381 threshold=0.091280000000000014 0.11896500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00020489477154275854 -0.00013237658664166016 -0.00073139235261225784 4.2936308338930902e-05 leaf_weight=5.3346505041445189 3.8119341141600662 1.4483096453332107 89.212195338376659 leaf_count=658 159 93 1959 internal_value=0 -0.000299353 2.89143e-05 internal_weight=0 5.26024 94.5468 internal_count=2869 252 2617 is_linear=0 shrinkage=0.000439788 Tree=9877 num_leaves=4 num_cat=0 split_feature=156 156 403 split_gain=2.7582 1.96663 1.59311 threshold=0.091280000000000014 0.11896500000000002 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010470634629679865 -0.0066804786964187865 -0.037404137011007497 0.0021814407696033621 leaf_weight=5.2870197624224593 3.77293833285239 1.4383511254127368 88.780160920236995 leaf_count=658 159 93 1959 internal_value=0 -0.015266 0.00146835 internal_weight=0 5.21129 94.0672 internal_count=2869 252 2617 is_linear=0 shrinkage=0.0224292 Tree=9878 num_leaves=4 num_cat=0 split_feature=156 160 403 split_gain=2.65375 1.8892 1.52785 threshold=0.091280000000000014 -0.080409999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.010284324177012435 -0.035196628779811383 -0.0059212339187983687 0.0021328883458938967 leaf_weight=5.2626916707276896 1.5936961830266225 3.582244964302844 88.765130404074625 leaf_count=658 51 201 1959 internal_value=0 -0.0150315 0.00143596 internal_weight=0 5.17594 94.0278 internal_count=2869 252 2617 is_linear=0 shrinkage=0.0224292 Tree=9879 num_leaves=4 num_cat=0 split_feature=156 160 403 split_gain=2.5478 1.85295 1.49534 threshold=0.091280000000000014 -0.080409999999999995 -1.0000000180025095e-35 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00019870090579226992 -0.00068351725095654604 -0.00011259618868490992 4.1903889467881187e-05 leaf_weight=5.2740299195124853 1.5720792588763286 3.5905896116983049 89.050094754486508 leaf_count=658 51 201 1959 internal_value=0 -0.000288325 2.84132e-05 internal_weight=0 5.16267 94.3241 internal_count=2869 252 2617 is_linear=0 shrinkage=0.000439788 Tree=9880 num_leaves=4 num_cat=0 split_feature=1 4 156 split_gain=2.38091 3.62767 3.0664 threshold=1.0000000180025095e-35 -0.029079999999999998 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0016006066435736684 0.0041753854282023514 -0.013804157575911722 -0.015934073240706486 leaf_weight=18.876476461166479 58.371242588744281 12.95425130754529 4.0626420387407043 leaf_count=776 1220 676 180 internal_value=0 -0.00467323 0.00286237 internal_weight=0 31.8307 62.4339 internal_count=2852 1452 1400 is_linear=0 shrinkage=0.0224292 Tree=9881 num_leaves=4 num_cat=0 split_feature=1 3 156 split_gain=2.27907 3.92916 2.9358 threshold=1.0000000180025095e-35 0.10805000000000002 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0078833096594825153 0.0040840789599904297 0.014222738126545204 -0.015613161245840902 leaf_weight=27.023241396654161 58.338540503530567 4.7383524902397758 4.0536470264441951 leaf_count=1433 1220 19 180 internal_value=0 -0.00457886 0.00279996 internal_weight=0 31.7616 62.3922 internal_count=2852 1452 1400 is_linear=0 shrinkage=0.0224292 Tree=9882 num_leaves=4 num_cat=0 split_feature=1 3 156 split_gain=2.18153 3.76843 2.81043 threshold=1.0000000180025095e-35 0.10805000000000002 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0077215760481626873 0.0039946994477003213 0.013979151543468422 -0.015295980660026194 leaf_weight=26.971449908979597 58.306863227197937 4.7134062321856609 4.0453902731242115 leaf_count=1433 1220 19 180 internal_value=0 -0.00448692 0.00273883 internal_weight=0 31.6849 62.3523 internal_count=2852 1452 1400 is_linear=0 shrinkage=0.0224292 Tree=9883 num_leaves=4 num_cat=0 split_feature=1 3 156 split_gain=2.12957 3.62757 2.64563 threshold=1.0000000180025095e-35 0.10805000000000002 0.090135000000000007 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00014759772257552401 7.7959612298526067e-05 0.00027041866761840666 -0.00028833003727764912 leaf_weight=27.055646063650332 58.579983055947196 4.6964780872222027 4.0607662244951817 leaf_count=1433 1220 19 180 internal_value=0 -8.56433e-05 5.41338e-05 internal_weight=0 31.7521 62.6407 internal_count=2852 1452 1400 is_linear=0 shrinkage=0.000439788 Tree=9884 num_leaves=4 num_cat=0 split_feature=456 12 1 split_gain=2.12331 2.37753 0.877648 threshold=0.086300000000000016 0.092355000000000007 0.11317000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.3421100802260704e-05 -0.00053407428395850032 -0.00010068074212079505 -7.2607522037528512e-05 leaf_weight=68.859534743075073 1.7666100723681659 19.438178299028095 1.4522934538545085 leaf_count=1827 133 849 37 internal_value=0 3.50802e-05 -0.000327527 internal_weight=0 88.2977 3.2189 internal_count=2846 2676 170 is_linear=0 shrinkage=0.000439788 Tree=9885 num_leaves=4 num_cat=0 split_feature=456 12 1 split_gain=2.12866 2.33587 0.884128 threshold=0.086300000000000016 0.092355000000000007 0.11317000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=7.4979704972154669e-05 -0.00053354045928173579 -9.7607692656627817e-05 -7.002516218214168e-05 leaf_weight=68.826236303136739 1.7661194091042483 19.4359439761879 1.4481431639578657 leaf_count=1827 133 849 37 internal_value=0 3.69619e-05 -0.000326356 internal_weight=0 88.2622 3.21426 internal_count=2846 2676 170 is_linear=0 shrinkage=0.000439788 Tree=9886 num_leaves=4 num_cat=0 split_feature=456 12 2 split_gain=2.12887 2.37693 0.426821 threshold=0.086300000000000016 0.092355000000000007 0.11342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0037852610582874754 -0.024201033011374412 -0.0051282972608789551 -0.0076167442611285033 leaf_weight=68.357843677289111 1.7445253065302488 19.280015353014278 1.4454556409036738 leaf_count=1827 133 849 37 internal_value=0 0.00182362 -0.0167763 internal_weight=0 87.6379 3.18998 internal_count=2846 2676 170 is_linear=0 shrinkage=0.0224292 Tree=9887 num_leaves=4 num_cat=0 split_feature=456 12 2 split_gain=2.04621 2.27216 0.421124 threshold=0.086300000000000016 0.092355000000000007 0.11342000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0037013321675613883 -0.023949866387091973 -0.0050146421550612951 -0.0074404525416011729 leaf_weight=68.340531675924467 1.7237184528685241 19.27524120574617 1.4469504504231734 leaf_count=1827 133 849 37 internal_value=0 0.00178317 -0.0165053 internal_weight=0 87.6158 3.17067 internal_count=2846 2676 170 is_linear=0 shrinkage=0.0224292 Tree=9888 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=2.35889 2.41555 1.14811 threshold=-1.0000000180025095e-35 0.050115000000000007 -0.096884999999999985 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.6984103295077436e-05 6.9267748803646502e-05 -0.00010268362348783698 -0.00040473879073032402 leaf_weight=1.4378068676742257 67.674886342128957 20.594545395215391 3.7203912740724254 leaf_count=67 1563 572 603 internal_value=0 2.91355e-05 -0.000276302 internal_weight=0 88.2694 5.1582 internal_count=2805 2135 670 is_linear=0 shrinkage=0.000439788 Tree=9889 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=2.35882 2.30174 1.10471 threshold=-1.0000000180025095e-35 0.050115000000000007 -0.096374999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0024705569239421e-05 7.3095159277769526e-05 -9.5335578948245838e-05 -0.00040363585635961826 leaf_weight=1.4473573319119166 67.1859856774945 20.455750408528729 3.6187056355238374 leaf_count=73 1563 572 597 internal_value=0 3.37709e-05 -0.000274325 internal_weight=0 87.6417 5.06606 internal_count=2805 2135 670 is_linear=0 shrinkage=0.000439788 Tree=9890 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=2.31006 2.2789 1.085 threshold=-1.0000000180025095e-35 0.050115000000000007 -0.095584999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0023915949700186812 0.0036578417258497828 -0.004910535899336094 -0.020594832716302518 leaf_weight=1.4463059806294039 66.84046653310179 20.356151823572873 3.5642272865443365 leaf_count=75 1563 572 595 internal_value=0 0.00165691 -0.0139758 internal_weight=0 87.1966 5.01053 internal_count=2805 2135 670 is_linear=0 shrinkage=0.0224292 Tree=9891 num_leaves=4 num_cat=0 split_feature=403 16 3 split_gain=2.30693 2.10008 1.09253 threshold=-1.0000000180025095e-35 0.050115000000000007 -0.096374999999999975 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=5.0039170729581995e-05 7.0581309762416652e-05 -9.0132152436931334e-05 -0.00040203361748954592 leaf_weight=1.4438883105322018 67.240954862187209 20.507240217022627 3.5885040019611543 leaf_count=73 1563 572 597 internal_value=0 3.30102e-05 -0.000272626 internal_weight=0 87.7482 5.03239 internal_count=2805 2135 670 is_linear=0 shrinkage=0.000439788 Tree=9892 num_leaves=4 num_cat=0 split_feature=42 150 12 split_gain=2.99443 2.22314 1.36328 threshold=-0.090159999999999976 -0.20684999999999998 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0051779885598399068 0.019273972237821138 0.00050443518616008736 -0.028640376313428629 leaf_weight=2.5686654409364555 3.2794152719434342 84.53858928981208 2.41921341033094 leaf_count=64 26 2493 261 internal_value=0 0.00120939 -0.0166235 internal_weight=0 87.818 4.98788 internal_count=2844 2519 325 is_linear=0 shrinkage=0.0224292 Tree=9893 num_leaves=3 num_cat=0 split_feature=13 454 split_gain=1.90451 1.8507 threshold=0.24450500000000003 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00037543032734380257 -0.000353477834830268 2.4903900694732629e-05 leaf_weight=2.2719339720424605 2.7793772911149963 88.915018255340328 leaf_count=67 116 2661 internal_value=0 1.4853e-05 internal_weight=0 91.187 internal_count=2844 2728 is_linear=0 shrinkage=0.000439788 Tree=9894 num_leaves=4 num_cat=0 split_feature=42 150 12 split_gain=2.88726 2.13463 1.34954 threshold=-0.090159999999999976 -0.20684999999999998 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0050634390270297746 0.018935073822125448 0.00049305315692608836 -0.02850902820339124 leaf_weight=2.5693273182405383 3.2608704525046042 84.556802495022112 2.3773679835730945 leaf_count=64 26 2493 261 internal_value=0 0.00118181 -0.0163976 internal_weight=0 87.8177 4.9467 internal_count=2844 2519 325 is_linear=0 shrinkage=0.0224292 Tree=9895 num_leaves=4 num_cat=0 split_feature=42 150 12 split_gain=2.78293 2.05309 1.33491 threshold=-0.090159999999999976 -0.20684999999999998 0.040165000000000006 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.004951574489706222 0.01861653348395478 0.00048201052386127137 -0.028376814633137147 leaf_weight=2.5688792417058712 3.2428087000735095 84.554436633953628 2.3354368554937537 leaf_count=64 26 2493 261 internal_value=0 0.00115571 -0.0161735 internal_weight=0 87.7972 4.90432 internal_count=2844 2519 325 is_linear=0 shrinkage=0.0224292 Tree=9896 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.64957 2.41627 threshold=-0.14931499999999998 0.056555000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010449129488265313 -0.0017557815887210572 -0.014706421715144587 leaf_weight=8.0343150641388075 73.177435473046899 8.026231059964628 leaf_count=93 2608 108 internal_value=0 -0.00303899 internal_weight=0 81.2037 internal_count=2809 2716 is_linear=0 shrinkage=0.0224292 Tree=9897 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.5893 2.2961 threshold=-0.14931499999999998 0.056555000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00020255252350179066 -3.4221061547233967e-05 -0.00028133472560107396 leaf_weight=8.0469967591625373 73.634325564662504 8.0515164791868283 leaf_count=93 2608 108 internal_value=0 -5.86383e-05 internal_weight=0 81.6858 internal_count=2809 2716 is_linear=0 shrinkage=0.000439788 Tree=9898 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.53682 2.30987 threshold=-0.14931499999999998 0.056555000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010247556920496437 -0.0017162457816938875 -0.014383018297434101 leaf_weight=8.0077289478263065 73.184956755196708 8.0197994795162213 leaf_count=93 2608 108 internal_value=0 -0.00297031 internal_weight=0 81.2048 internal_count=2809 2716 is_linear=0 shrinkage=0.0224292 Tree=9899 num_leaves=3 num_cat=0 split_feature=49 151 split_gain=2.42981 2.25388 threshold=-0.14931499999999998 0.10613500000000002 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.010051177361741593 -0.0022385783266798795 -0.023901769617877017 leaf_weight=7.9817383333206626 78.723209427071197 2.4738437621417679 leaf_count=93 2663 53 internal_value=0 -0.00290406 internal_weight=0 81.1971 internal_count=2809 2716 is_linear=0 shrinkage=0.0224292 Tree=9900 num_leaves=4 num_cat=0 split_feature=157 0 52 split_gain=2.89627 2.32086 1.1398 threshold=-0.082234999999999989 -0.063914999999999986 -0.14757499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.058828625917386e-05 2.9742365720156833e-05 0.00018765424954306586 -0.00040428724334870748 leaf_weight=1.8546483717618683 67.274634881831844 24.563839415933217 3.5465240627900121 leaf_count=84 2080 509 172 internal_value=0 7.20089e-05 -0.000258835 internal_weight=0 91.8385 5.40117 internal_count=2845 2589 256 is_linear=0 shrinkage=0.000439788 Tree=9901 num_leaves=4 num_cat=0 split_feature=157 0 52 split_gain=2.85662 2.51831 1.12141 threshold=-0.082234999999999989 -0.063914999999999986 -0.14757499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=1.8876141572725633e-05 2.5443744241863318e-05 0.00019017726370892116 -0.00040483245012900703 leaf_weight=1.8311497899449021 66.948555854757615 24.50808020018485 3.5225646296767072 leaf_count=84 2080 509 172 internal_value=0 6.96187e-05 -0.000260358 internal_weight=0 91.4566 5.35371 internal_count=2845 2589 256 is_linear=0 shrinkage=0.000439788 Tree=9902 num_leaves=4 num_cat=0 split_feature=157 0 52 split_gain=2.82113 2.40205 1.13328 threshold=-0.082234999999999989 -0.063914999999999986 -0.14757499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011826871118393169 0.0013748322395972659 0.0096149136721244855 -0.020637756895568703 leaf_weight=1.8121488269443942 66.710554696779582 24.257451419079189 3.4992037903698465 leaf_count=84 2080 509 172 internal_value=0 0.00357368 -0.0132154 internal_weight=0 90.968 5.31135 internal_count=2845 2589 256 is_linear=0 shrinkage=0.0224292 Tree=9903 num_leaves=4 num_cat=0 split_feature=157 157 52 split_gain=2.70911 2.32882 1.10049 threshold=-0.082234999999999989 -0.08107499999999998 -0.14757499999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0011565833803272696 0.022768785077072376 0.0028267913899992221 -0.020383762440169435 leaf_weight=1.8119193818974961 3.0296607693453543 87.875897139870176 3.463982673980353 leaf_count=84 34 2555 172 internal_value=0 0.00349605 -0.0130086 internal_weight=0 90.9056 5.2759 internal_count=2845 2589 256 is_linear=0 shrinkage=0.0224292 Tree=9904 num_leaves=3 num_cat=0 split_feature=1447 0 split_gain=2.21714 2.03783 threshold=-1.0000000180025095e-35 -0.076734999999999984 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037618740837142684 -3.0063182826833405e-05 0.00010887949538214021 leaf_weight=2.8126894888005145 57.711889208071625 31.569486188807787 leaf_count=281 1705 877 internal_value=0 1.90791e-05 internal_weight=0 89.2814 internal_count=2863 2582 is_linear=0 shrinkage=0.000439788 Tree=9905 num_leaves=3 num_cat=0 split_feature=1447 1 split_gain=2.15175 2.12291 threshold=-1.0000000180025095e-35 0.10413000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037372752503555401 -2.6604093938502174e-05 0.00011959662645280704 leaf_weight=2.7648931083340349 61.744543692198022 27.862799675252063 leaf_count=281 1952 630 internal_value=0 1.88718e-05 internal_weight=0 89.6073 internal_count=2863 2582 is_linear=0 shrinkage=0.000439788 Tree=9906 num_leaves=4 num_cat=0 split_feature=484 1 2 split_gain=2.08285 2.77143 1.50431 threshold=0.084780000000000008 0.10400500000000001 0.085485000000000019 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-7.5134135587945157e-05 0.00044307498473070177 9.8009524002188499e-05 8.4467390131213918e-05 leaf_weight=54.212239494444475 3.1005749522269062 26.656975014591808 8.2809827579194444 leaf_count=1961 79 574 249 internal_value=0 -1.8051e-05 0.000182738 internal_weight=0 80.8692 11.3816 internal_count=2863 2535 328 is_linear=0 shrinkage=0.000439788 Tree=9907 num_leaves=3 num_cat=0 split_feature=1447 1 split_gain=2.19391 2.13981 threshold=-1.0000000180025095e-35 0.10413000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037596344648021 -2.651346537302154e-05 0.00012038624917119217 leaf_weight=2.7818136600253629 61.457330582491522 27.856543194282494 leaf_count=281 1952 630 internal_value=0 1.93197e-05 internal_weight=0 89.3139 internal_count=2863 2582 is_linear=0 shrinkage=0.000439788 Tree=9908 num_leaves=3 num_cat=0 split_feature=1375 51 split_gain=1.94747 2.16267 threshold=-0.24467499999999998 -0.40548499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016611577346960379 -0.024671799836945001 0.0021351313236712007 leaf_weight=4.5999299176401101 1.5210288658345223 89.487663347694706 leaf_count=32 94 2694 internal_value=0 0.00168203 internal_weight=0 91.0087 internal_count=2820 2788 is_linear=0 shrinkage=0.0224292 Tree=9909 num_leaves=3 num_cat=0 split_feature=1375 14 split_gain=1.94441 2.96059 threshold=-0.24467499999999998 0.077685000000000018 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00032542835200758465 4.5709056141622302e-05 -0.00046014091810540637 leaf_weight=4.6030157331442743 89.561685748407399 2.2761341457539848 leaf_count=32 2692 96 internal_value=0 3.30789e-05 internal_weight=0 91.8378 internal_count=2820 2788 is_linear=0 shrinkage=0.000439788 Tree=9910 num_leaves=3 num_cat=0 split_feature=1375 51 split_gain=1.87428 2.10436 threshold=-0.24467499999999998 -0.40548499999999993 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016328818584897029 -0.024613045731928775 0.0020875570395649983 leaf_weight=4.5752165339563353 1.4909625975433289 89.492560041392608 leaf_count=32 94 2694 internal_value=0 0.00164494 internal_weight=0 90.9835 internal_count=2820 2788 is_linear=0 shrinkage=0.0224292 Tree=9911 num_leaves=3 num_cat=0 split_feature=457 14 split_gain=1.51724 2.83176 threshold=0.31089000000000006 0.077685000000000018 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=4.423667478929302e-05 0.0002757390215898993 -0.0004551071795465005 leaf_weight=88.5713770495272 5.1990669006481758 2.23340370722235 leaf_count=2689 35 96 internal_value=0 3.18619e-05 internal_weight=0 90.8048 internal_count=2820 2785 is_linear=0 shrinkage=0.000439788 Tree=9912 num_leaves=4 num_cat=0 split_feature=13 40 42 split_gain=2.99491 2.70066 1.92269 threshold=-0.094744999999999982 0.055635000000000011 0.086465000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00022123169639289345 -5.9555772938308791e-05 0.00041143725083025458 -0.00011628171250692799 leaf_weight=15.518367623605629 68.93539774387682 2.418990575785755 4.1197825810008899 leaf_count=234 2414 45 132 internal_value=0 -4.34828e-05 0.000150382 internal_weight=0 71.3544 19.6382 internal_count=2825 2459 366 is_linear=0 shrinkage=0.000439788 Tree=9913 num_leaves=4 num_cat=0 split_feature=13 40 42 split_gain=2.91042 2.67055 1.86347 threshold=-0.094744999999999982 0.055635000000000011 0.086465000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.011185495569691308 -0.0029958217225507146 0.020994301699652888 -0.0058350424548846763 leaf_weight=15.376655867284173 68.419645722116456 2.397844070372229 4.0841525302503205 leaf_count=234 2414 45 132 internal_value=0 -0.00217809 0.00761125 internal_weight=0 70.8175 19.4608 internal_count=2825 2459 366 is_linear=0 shrinkage=0.0224292 Tree=9914 num_leaves=4 num_cat=0 split_feature=0 1186 4 split_gain=2.81319 3.05416 1.76956 threshold=-0.017269999999999997 0.084830000000000017 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5757424957796716e-05 -4.9923489969942768e-05 0.0003837444986931703 0.00026500368448289949 leaf_weight=72.287458632799826 5.0288911966927108 3.1742503546047365 10.941293712209697 leaf_count=2454 119 51 201 internal_value=0 -3.71777e-05 0.000165894 internal_weight=0 75.4617 15.9702 internal_count=2825 2505 320 is_linear=0 shrinkage=0.000439788 Tree=9915 num_leaves=4 num_cat=0 split_feature=0 1186 4 split_gain=3.03433 3.19927 1.67012 threshold=-0.017269999999999997 0.084830000000000017 -0.4945199999999999 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-5.5183488901989995e-05 -3.4337143091155326e-05 0.00039361350444112539 0.00027090888366687187 leaf_weight=72.148124440938318 5.0607728346367393 3.189758489275845 10.961091162830597 leaf_count=2454 119 51 201 internal_value=0 -3.60868e-05 0.000174566 internal_weight=0 75.3379 16.0219 internal_count=2825 2505 320 is_linear=0 shrinkage=0.000439788 Tree=9916 num_leaves=4 num_cat=0 split_feature=52 52 159 split_gain=3.93323 2.57945 0.800065 threshold=0.16377000000000003 0.14114500000000005 -0.027939999999999996 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010696637368953091 -0.010256748147826723 0.023114139327325915 -0.027347787819158517 leaf_weight=88.259643202380175 3.3469295942827557 2.7345957236830136 2.3709489021671279 leaf_count=2511 232 26 104 internal_value=0 0.00173686 -0.0174111 internal_weight=0 90.9942 5.71788 internal_count=2873 2537 336 is_linear=0 shrinkage=0.0224292 Tree=9917 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=3.78792 2.49736 0.814461 threshold=0.16377000000000003 0.14114500000000005 -0.24136499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.0010457498854397561 -0.0027238684654467119 0.02285310531496107 -0.022164238118329571 leaf_weight=88.253581614343602 1.4663343208158037 2.7043571426765984 4.205239683563831 leaf_count=2511 92 26 244 internal_value=0 0.00169878 -0.0171641 internal_weight=0 90.9579 5.67157 internal_count=2873 2537 336 is_linear=0 shrinkage=0.0224292 Tree=9918 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=3.67612 2.42785 0.816768 threshold=0.16377000000000003 0.14114500000000005 -0.24136499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.0594264332577795e-05 -4.9924023096081998e-05 0.00044327991422580615 -0.00043052926443964246 leaf_weight=88.860482435201902 1.4803712342309152 2.6894175994675598 4.1808023197845605 leaf_count=2511 92 26 244 internal_value=0 3.31011e-05 -0.000331505 internal_weight=0 91.5499 5.66117 internal_count=2873 2537 336 is_linear=0 shrinkage=0.000439788 Tree=9919 num_leaves=4 num_cat=0 split_feature=52 52 158 split_gain=3.67217 2.40491 0.821744 threshold=0.16377000000000003 0.14114500000000005 -0.24136499999999997 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=2.1012486304310201e-05 -4.8411940207354166e-05 0.00044236472832923508 -0.00042978375344950135 leaf_weight=89.043133634756941 1.482977620391466 2.6804125038906923 4.1907041359600035 leaf_count=2511 92 26 244 internal_value=0 3.3415e-05 -0.000330598 internal_weight=0 91.7235 5.67368 internal_count=2873 2537 336 is_linear=0 shrinkage=0.000439788 Tree=9920 num_leaves=3 num_cat=0 split_feature=453 11 split_gain=1.54349 1.38869 threshold=1.0000000180025095e-35 0.089560000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=3.9886613367112415e-05 -0.00025618501268412217 -0.00024249592959692061 leaf_weight=90.142635137597608 3.7918233564632819 3.4801909175444043 leaf_count=2700 74 100 internal_value=0 2.93425e-05 internal_weight=0 93.6228 internal_count=2874 2800 is_linear=0 shrinkage=0.000439788 Tree=9921 num_leaves=3 num_cat=0 split_feature=11 1456 split_gain=1.50203 2.01012 threshold=0.087830000000000005 -1.0000000180025095e-35 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00036586082373323665 -0.00024487443602949898 4.0728961955206714e-05 leaf_weight=2.3951676394135566 3.9840424098983922 91.015427506043579 leaf_count=260 120 2494 internal_value=0 3.02308e-05 internal_weight=0 93.4106 internal_count=2874 2754 is_linear=0 shrinkage=0.000439788 Tree=9922 num_leaves=3 num_cat=0 split_feature=453 11 split_gain=1.49871 1.44531 threshold=1.0000000180025095e-35 0.089560000000000015 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020497535717892818 -0.012910931796512834 -0.012729069649356186 leaf_weight=89.452538658687445 3.7590042967058244 3.4387329749447408 leaf_count=2700 74 100 internal_value=0 0.00150015 internal_weight=0 92.8913 internal_count=2874 2800 is_linear=0 shrinkage=0.0224292 Tree=9923 num_leaves=3 num_cat=0 split_feature=1374 11 split_gain=1.47431 1.74178 threshold=0.087785000000000016 0.087830000000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0020056910688171828 -0.015734025683665116 -0.013431754729019561 leaf_weight=90.226192120416272 2.5842531366743051 3.8140470126677419 leaf_count=2682 77 115 internal_value=0 0.00137699 internal_weight=0 94.0402 internal_count=2874 2797 is_linear=0 shrinkage=0.0224292 Tree=9924 num_leaves=4 num_cat=0 split_feature=160 3 1186 split_gain=2.24961 2.40712 1.9079 threshold=0.10590000000000001 0.091170000000000015 0.085080000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.6354283378731381e-05 -7.0022914357833834e-05 0.00044287793981143304 0.00028225719444268131 leaf_weight=83.49971095994988 3.0021193977254361 4.2762256927671842 3.7815737196069668 leaf_count=2610 161 24 59 internal_value=0 0.000231691 -2.24913e-05 internal_weight=0 7.27835 87.2813 internal_count=2854 185 2669 is_linear=0 shrinkage=0.000439788 Tree=9925 num_leaves=4 num_cat=0 split_feature=1447 50 159 split_gain=2.53837 1.96867 0.102339 threshold=-1.0000000180025095e-35 0.099210000000000007 -0.078814999999999982 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00031724568815151604 -6.8997683547377256e-06 0.00026560279879604475 -0.00049470661845100409 leaf_weight=1.436878523089945 86.423654330002137 5.4319308145177265 1.4416541089235568 leaf_count=127 2267 306 154 internal_value=0 9.26666e-06 -0.000408797 internal_weight=0 91.8556 2.87853 internal_count=2854 2573 281 is_linear=0 shrinkage=0.000439788 Tree=9926 num_leaves=3 num_cat=0 split_feature=1447 160 split_gain=2.53398 2.22367 threshold=-1.0000000180025095e-35 0.10590000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020878482998424486 -0.00045694120584186969 0.012621020087267013 leaf_weight=2.8412870820125127 84.009198303197081 7.073650444053782 leaf_count=281 2414 159 internal_value=0 0.000561148 internal_weight=0 91.0828 internal_count=2854 2573 is_linear=0 shrinkage=0.0224292 Tree=9927 num_leaves=3 num_cat=0 split_feature=1447 160 split_gain=2.45163 2.1335 threshold=-1.0000000180025095e-35 0.10590000000000001 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020662752467180183 -0.0004466881817224569 0.012385470542259285 leaf_weight=2.8071458319745934 84.010408422572709 7.0471711865284297 leaf_count=281 2414 159 internal_value=0 0.000548812 internal_weight=0 91.0576 internal_count=2854 2573 is_linear=0 shrinkage=0.0224292 Tree=9928 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=2.14589 2.28757 threshold=-0.4706749999999999 -0.091614999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031749271076803704 -0.0002650818662089955 2.0085979181795134e-05 leaf_weight=4.3278117361633113 5.8162802495944552 80.442858453617646 leaf_count=69 369 2353 internal_value=0 8.0328e-07 internal_weight=0 86.2591 internal_count=2791 2722 is_linear=0 shrinkage=0.000439788 Tree=9929 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=2.08164 2.24448 threshold=-0.4706749999999999 -0.091614999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.016025362250456424 -0.013469061245308039 0.0010134614575781603 leaf_weight=4.2840769338081364 5.752824571099608 79.954251402220962 leaf_count=69 369 2353 internal_value=0 3.85833e-05 internal_weight=0 85.7071 internal_count=2791 2722 is_linear=0 shrinkage=0.0224292 Tree=9930 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=2.04051 2.18582 threshold=-0.4706749999999999 -0.091614999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00031235372620839878 -0.00025903389745603406 2.1095683869893637e-05 leaf_weight=4.2933439765538415 5.754290019695417 80.579824476788872 leaf_count=69 369 2353 internal_value=0 2.37151e-06 internal_weight=0 86.3341 internal_count=2791 2722 is_linear=0 shrinkage=0.000439788 Tree=9931 num_leaves=3 num_cat=0 split_feature=13 133 split_gain=2.00108 2.19755 threshold=-0.4706749999999999 -0.091614999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.00030907757431655134 -0.00026023485762525209 2.0108921209002311e-05 leaf_weight=4.2693222797597619 5.7783027511386527 80.517856674654467 leaf_count=69 369 2353 internal_value=0 1.28398e-06 internal_weight=0 86.2962 internal_count=2791 2722 is_linear=0 shrinkage=0.000439788 Tree=9932 num_leaves=4 num_cat=0 split_feature=457 52 52 split_gain=2.85636 2.54154 1.91971 threshold=0.082870000000000013 -0.40306999999999998 -0.044219999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.023287649850627729 0.012657797037957542 -0.002076455108629186 -0.0042007485621192017 leaf_weight=2.9362402710012239 11.121162602023103 74.201682524306761 4.878093900154453 leaf_count=284 148 2361 105 internal_value=0 -0.00288942 0.00751883 internal_weight=0 77.1379 15.9993 internal_count=2898 2645 253 is_linear=0 shrinkage=0.0224292 Tree=9933 num_leaves=4 num_cat=0 split_feature=457 52 52 split_gain=2.93024 2.51052 1.86656 threshold=0.082870000000000013 -0.40306999999999998 -0.044219999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00045631958837021237 0.0002480627543400002 -4.1314565510486405e-05 -7.6231797302461326e-05 leaf_weight=2.9108681344923744 11.198914945533035 74.899974749189369 4.9357256749563012 leaf_count=284 148 2361 105 internal_value=0 -5.69478e-05 0.000148885 internal_weight=0 77.8108 16.1346 internal_count=2898 2645 253 is_linear=0 shrinkage=0.000439788 Tree=9934 num_leaves=4 num_cat=0 split_feature=457 52 52 split_gain=2.73228 2.53386 1.83003 threshold=0.082870000000000013 -0.40306999999999998 -0.044219999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0004562630426162502 0.00024331593958189438 -3.9013612372724395e-05 -7.9059716614258117e-05 leaf_weight=2.9067585642342229 11.109418627813286 74.514190306105775 4.8967223553354406 leaf_count=284 148 2361 105 internal_value=0 -5.47878e-05 0.000144716 internal_weight=0 77.4209 16.0061 internal_count=2898 2645 253 is_linear=0 shrinkage=0.000439788 Tree=9935 num_leaves=4 num_cat=0 split_feature=457 52 52 split_gain=2.73293 2.49451 1.83853 threshold=0.082870000000000013 -0.40306999999999998 -0.044219999999999988 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.02326191667668874 0.012404761538307076 -0.002028719475240377 -0.0040957271408969091 leaf_weight=2.8731412172473929 11.091076876691657 74.224410630036346 4.8820280188947427 leaf_count=284 148 2361 105 internal_value=0 -0.00282557 0.00736267 internal_weight=0 77.0976 15.9731 internal_count=2898 2645 253 is_linear=0 shrinkage=0.0224292 Tree=9936 num_leaves=4 num_cat=0 split_feature=12 42 50 split_gain=1.63069 2.09089 1.79194 threshold=0.097325000000000009 0.10258000000000002 0.099210000000000007 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0017264467358526991 0.010634476647422125 -0.01219136034548398 0.011931056444242369 leaf_weight=72.722694261533888 13.145964360763626 2.3680404109782094 5.1578452915691733 leaf_count=2067 341 144 265 internal_value=0 0.00713966 -0.00081924 internal_weight=0 15.514 77.8805 internal_count=2817 485 2332 is_linear=0 shrinkage=0.0224292 Tree=9937 num_leaves=3 num_cat=0 split_feature=44 3 split_gain=1.56266 2.55597 threshold=1.0000000180025095e-35 0.31270000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=7.0050644273229397e-06 -0.0003439780721993248 0.00044773142580760596 leaf_weight=89.40986961309909 2.3262380356900385 2.6006061733942252 leaf_count=2649 55 113 internal_value=0 1.95522e-05 internal_weight=0 92.0105 internal_count=2817 2762 is_linear=0 shrinkage=0.000439788 Tree=9938 num_leaves=4 num_cat=0 split_feature=12 42 43 split_gain=1.50676 2.00997 1.71509 threshold=0.097325000000000009 0.10258000000000002 0.092085000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.2514916571905465e-06 0.00020266010049238052 -0.00023387527946573883 -0.00027176958799480643 leaf_weight=73.957978528854255 13.205497200355238 2.3956102638167058 4.6793398851209522 leaf_count=2155 341 144 177 internal_value=0 0.000135424 -1.41162e-05 internal_weight=0 15.6011 78.6373 internal_count=2817 485 2332 is_linear=0 shrinkage=0.000439788 Tree=9939 num_leaves=4 num_cat=0 split_feature=12 42 43 split_gain=1.53693 2.01758 1.71347 threshold=0.097325000000000009 0.10258000000000002 0.092085000000000014 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=2.4966557854241574e-06 0.00020437153043256832 -0.00023448085697380232 -0.00027141993049463502 leaf_weight=73.742931051205687 13.204847689038159 2.3763339626520965 4.6793104112625761 leaf_count=2155 341 144 177 internal_value=0 0.000137236 -1.39095e-05 internal_weight=0 15.5812 78.4222 internal_count=2817 485 2332 is_linear=0 shrinkage=0.000439788 Tree=9940 num_leaves=4 num_cat=0 split_feature=159 14 158 split_gain=2.28519 2.39958 2.19691 threshold=0.087735000000000021 -0.22654999999999997 0.085745000000000002 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.021594583923153794 0.015568072461539141 -0.00023928355936183833 -0.0058717481972944945 leaf_weight=2.7217460410611229 8.5554156185262382 77.321033877172795 3.329502437222799 leaf_count=68 195 2419 179 internal_value=0 -0.000970418 0.00956202 internal_weight=0 80.0428 11.8849 internal_count=2861 2487 374 is_linear=0 shrinkage=0.0224292 Tree=9941 num_leaves=3 num_cat=0 split_feature=52 159 split_gain=2.23753 1.91061 threshold=-0.41694999999999993 0.087735000000000021 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019262567529244719 -0.00027906959448515436 0.0093928262894537977 leaf_weight=2.8073639099093262 77.218553057584813 11.83262520077278 leaf_count=288 2205 368 internal_value=0 0.00100782 internal_weight=0 89.0512 internal_count=2861 2573 is_linear=0 shrinkage=0.0224292 Tree=9942 num_leaves=3 num_cat=0 split_feature=52 157 split_gain=2.21771 1.91 threshold=-0.41694999999999993 -0.077294999999999989 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00037406033471505033 0.00018964554856138976 -5.274784294810081e-06 leaf_weight=2.8496719554004803 11.069589781970533 78.949112819338097 leaf_count=288 261 2312 internal_value=0 1.87297e-05 internal_weight=0 90.0187 internal_count=2861 2573 is_linear=0 shrinkage=0.000439788 Tree=9943 num_leaves=3 num_cat=0 split_feature=52 157 split_gain=2.16817 1.88455 threshold=-0.41694999999999993 -0.077834999999999988 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.019106145830622954 0.0098240368084327612 -0.00021964814301898014 leaf_weight=2.767756075790202 10.659532581227266 78.380968098500944 leaf_count=288 252 2321 internal_value=0 0.000984585 internal_weight=0 89.0405 internal_count=2861 2573 is_linear=0 shrinkage=0.0224292 Tree=9944 num_leaves=4 num_cat=0 split_feature=160 1374 52 split_gain=1.83091 2.26738 1.31226 threshold=0.11215500000000002 -0.080239999999999992 -0.068264999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.022705200613078697 0.021572874887422534 0.00012648811090054457 0.0013624008697731148 leaf_weight=2.2270927417557678 3.3571509787561808 84.68124181053463 3.1055711598346525 leaf_count=49 84 2665 77 internal_value=0 -0.000463449 0.0118936 internal_weight=0 86.9083 6.46272 internal_count=2875 2714 161 is_linear=0 shrinkage=0.0224292 Tree=9945 num_leaves=4 num_cat=0 split_feature=160 1374 52 split_gain=1.79385 2.18782 1.25964 threshold=0.11215500000000002 -0.088294999999999985 -0.068264999999999978 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043687697266973273 0.00041734811355481535 2.9217318353490626e-06 2.9528158436890478e-05 leaf_weight=2.2263269880786529 3.3568588750758863 85.124124764139651 3.1199983302067258 leaf_count=47 84 2667 77 internal_value=0 -8.38056e-06 0.000231165 internal_weight=0 87.3505 6.47686 internal_count=2875 2714 161 is_linear=0 shrinkage=0.000439788 Tree=9946 num_leaves=4 num_cat=0 split_feature=160 1374 457 split_gain=1.77774 2.18148 1.1942 threshold=0.11215500000000002 -0.088294999999999985 0.12931000000000001 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00043847958286355779 4.8913565782203495e-05 1.7654371843582699e-07 0.00042585319485751501 leaf_weight=2.2310799988917998 3.4547242427634037 85.940577255100834 3.060849841684103 leaf_count=47 148 2667 13 internal_value=0 -1.10156e-05 0.000226717 internal_weight=0 88.1717 6.51557 internal_count=2875 2714 161 is_linear=0 shrinkage=0.000439788 Tree=9947 num_leaves=4 num_cat=0 split_feature=42 4 42 split_gain=1.75923 3.60936 2.56891 threshold=0.09202500000000001 -0.076639999999999986 0.091485000000000025 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00075130567884512233 -0.032955051105056886 -0.0013123014917819822 0.022680755593376876 leaf_weight=79.975343885179427 2.2983089689369072 8.3474084925928747 2.761750285026209 leaf_count=2234 151 462 28 internal_value=0 -0.00819044 0.00148837 internal_weight=0 10.6457 82.7371 internal_count=2875 613 2262 is_linear=0 shrinkage=0.0224292 Tree=9948 num_leaves=4 num_cat=0 split_feature=160 16 160 split_gain=2.5401 2.65345 2.64161 threshold=0.087065000000000017 -0.088854999999999976 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0012403047467439976 -0.025407294069191698 -0.0024412434445555921 0.016186370622723347 leaf_weight=74.529425189604808 4.316143287345767 6.0916441797417047 4.6296921519096932 leaf_count=2495 85 224 44 internal_value=0 -0.0119944 -0.000217433 internal_weight=0 10.4078 79.1591 internal_count=2848 309 2539 is_linear=0 shrinkage=0.0224292 Tree=9949 num_leaves=4 num_cat=0 split_feature=160 16 160 split_gain=2.41383 2.62767 2.50251 threshold=0.087065000000000017 -0.088854999999999976 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-2.4293956969291129e-05 -0.00049262896845221019 -4.5003528529962657e-05 0.00030840003541120794 leaf_weight=75.330695457766069 4.2971948530321242 6.1617148545346918 4.6232706823502658 leaf_count=2495 85 224 44 internal_value=0 -0.000229479 -4.98717e-06 internal_weight=0 10.4589 79.954 internal_count=2848 309 2539 is_linear=0 shrinkage=0.000439788 Tree=9950 num_leaves=4 num_cat=0 split_feature=160 160 1 split_gain=2.43838 2.53302 2.17314 threshold=0.087065000000000017 0.084835000000000008 0.093595000000000025 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.0012124703040700241 -0.019475162960331881 0.015888997348727875 0.0018906198274373884 leaf_weight=74.544997945159139 6.6224943370207239 4.6084518172428934 3.7404495213195332 leaf_count=2495 212 44 97 internal_value=0 -0.000213202 -0.011774 internal_weight=0 79.1534 10.3629 internal_count=2848 2539 309 is_linear=0 shrinkage=0.0224292 Tree=9951 num_leaves=4 num_cat=0 split_feature=160 16 160 split_gain=2.34206 2.572 2.43126 threshold=0.087065000000000017 -0.088854999999999976 0.084835000000000008 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.0011852798254691841 -0.024928984860871924 -0.0021911752142729094 0.015604415387434076 leaf_weight=74.545159045152559 4.238872810950852 6.0808682983906674 4.5878321152995332 leaf_count=2495 85 224 44 internal_value=0 -0.0115596 -0.000208348 internal_weight=0 10.3197 79.133 internal_count=2848 309 2539 is_linear=0 shrinkage=0.0224292 Tree=9952 num_leaves=4 num_cat=0 split_feature=16 150 48 split_gain=1.96249 4.40914 3.34089 threshold=-0.15084499999999998 -0.07009 0.083305000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018300327146191891 0.00037851637318174827 -6.8951264107098317e-05 -0.00016936782696745588 leaf_weight=21.736638735219461 4.5489030343305776 62.998217738931999 6.8239106432483814 leaf_count=396 74 2335 89 internal_value=0 -3.87185e-05 9.87551e-05 internal_weight=0 67.5471 28.5605 internal_count=2894 2409 485 is_linear=0 shrinkage=0.000439788 Tree=9953 num_leaves=4 num_cat=0 split_feature=16 150 0 split_gain=1.85141 4.30675 2.0931 threshold=-0.15084499999999998 -0.07009 -0.1171 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-3.9828658699160224e-05 0.00037363244626158518 -6.9149113570839892e-05 0.00020047824925119862 leaf_weight=12.542177899396849 4.5364357495272989 63.100261345829495 15.860333425825045 leaf_count=232 74 2335 253 internal_value=0 -3.93544e-05 9.44064e-05 internal_weight=0 67.6367 28.4025 internal_count=2894 2409 485 is_linear=0 shrinkage=0.000439788 Tree=9954 num_leaves=4 num_cat=0 split_feature=16 150 48 split_gain=1.86504 4.27043 3.3158 threshold=-0.15084499999999998 -0.07009 0.083305000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00018085728442482533 0.00037481218789552594 -6.7476062309749715e-05 -0.0001710176164815692 leaf_weight=21.603613353109726 4.5076693625742328 62.786876926457808 6.7946518041317168 leaf_count=396 74 2335 89 internal_value=0 -3.77518e-05 9.66083e-05 internal_weight=0 67.2945 28.3983 internal_count=2894 2409 485 is_linear=0 shrinkage=0.000439788 Tree=9955 num_leaves=4 num_cat=0 split_feature=16 150 48 split_gain=1.87899 4.28303 3.37675 threshold=-0.15084499999999998 -0.07009 0.083305000000000004 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0092800264298358633 0.019166887259648931 -0.0035075715087118545 -0.0088873252790109148 leaf_weight=21.440270346180117 4.4747329142410299 62.179924605158249 6.7541307656683776 leaf_count=396 74 2335 89 internal_value=0 -0.00198031 0.00492486 internal_weight=0 66.6547 28.1944 internal_count=2894 2409 485 is_linear=0 shrinkage=0.0224292 Tree=9956 num_leaves=4 num_cat=0 split_feature=51 14 43 split_gain=2.01544 2.33771 0.912389 threshold=-0.24005499999999999 0.078275000000000025 -0.075714999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.3986025323497511e-05 8.1794963975541846e-06 -0.00045654248349319301 0.0004132922849393049 leaf_weight=2.5604971544216824 84.223674928771743 2.1278602740076158 3.3289710307694795 leaf_count=71 2613 79 85 internal_value=0 -3.37048e-06 0.000262126 internal_weight=0 86.3515 5.88947 internal_count=2848 2692 156 is_linear=0 shrinkage=0.000439788 Tree=9957 num_leaves=4 num_cat=0 split_feature=51 14 3 split_gain=1.96571 2.38373 0.69532 threshold=-0.24005499999999999 0.078275000000000025 -0.074269999999999989 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022076854373525821 0.00046305070025481145 -0.023480782461866152 0.006453742145869433 leaf_weight=2.537944812952901 83.516516240291821 2.1263256341230763 3.3133890436038191 leaf_count=88 2613 79 68 internal_value=0 -0.000136523 0.0132798 internal_weight=0 85.6428 5.85133 internal_count=2848 2692 156 is_linear=0 shrinkage=0.0224292 Tree=9958 num_leaves=4 num_cat=0 split_feature=51 14 43 split_gain=1.88392 2.30525 0.917749 threshold=-0.24005499999999999 0.078275000000000025 -0.075714999999999991 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0028722610139270636 0.00045267724542142951 -0.023224792805794911 0.020806613736125138 leaf_weight=2.5473869490288052 83.514682498871935 2.1020317130687536 3.2901091591634204 leaf_count=71 2613 79 85 internal_value=0 -0.000133692 0.0130152 internal_weight=0 85.6167 5.8375 internal_count=2848 2692 156 is_linear=0 shrinkage=0.0224292 Tree=9959 num_leaves=4 num_cat=0 split_feature=1 43 16 split_gain=1.83612 2.35233 1.98529 threshold=0.10100500000000003 -0.15765999999999997 -0.25397999999999993 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.00020018514958404179 -7.5657108589510401e-05 -6.1893205286588047e-05 0.00017532673307224913 leaf_weight=7.5123304411226846 8.5703031701350501 54.980459158740814 21.014609712533456 leaf_count=163 250 1973 462 internal_value=0 -3.03369e-05 0.000102619 internal_weight=0 62.4928 29.5849 internal_count=2848 2136 712 is_linear=0 shrinkage=0.000439788 Tree=9960 num_leaves=4 num_cat=0 split_feature=3 1186 0 split_gain=3.25887 2.7528 1.73349 threshold=-0.10147999999999999 0.085080000000000003 -0.061654999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00067700628290789672 -0.0031985610008989818 0.017459779961403177 0.014771300027128811 leaf_weight=7.8746601481316274 67.195991233980749 3.3907288343289101 9.9068213517984969 leaf_count=209 2377 58 188 internal_value=0 -0.00220176 0.00853696 internal_weight=0 70.5867 17.7815 internal_count=2832 2435 397 is_linear=0 shrinkage=0.0224292 Tree=9961 num_leaves=4 num_cat=0 split_feature=3 1186 0 split_gain=3.12493 2.63761 1.67658 threshold=-0.10147999999999999 0.085080000000000003 -0.061654999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0006619080109946517 -0.0031272559285653845 0.017124428801029858 0.01454510881832872 leaf_weight=7.8740735854457879 67.1871561452067 3.380085116295958 9.8363261474887604 leaf_count=209 2377 58 188 internal_value=0 -0.00215286 0.00837997 internal_weight=0 70.5672 17.7104 internal_count=2832 2435 397 is_linear=0 shrinkage=0.0224292 Tree=9962 num_leaves=4 num_cat=0 split_feature=3 52 0 split_gain=2.99627 2.61835 1.62112 threshold=-0.10147999999999999 0.16377000000000003 -0.061654999999999995 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00064714548105065342 -0.00090905915571402212 -0.017716186652744846 0.014320249314554893 leaf_weight=7.8735015268525812 65.547244575074728 5.0013122146206106 9.7677751939481805 leaf_count=209 2119 316 188 internal_value=0 -0.00210502 0.00822509 internal_weight=0 70.5486 17.6413 internal_count=2832 2435 397 is_linear=0 shrinkage=0.0224292 Tree=9963 num_leaves=4 num_cat=0 split_feature=3 52 11 split_gain=2.90117 2.51051 1.54069 threshold=-0.10147999999999999 0.16377000000000003 0.081130000000000022 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.00024182271884378473 -1.6967511753163038e-05 -0.00033890437571560924 -4.3823485934864447e-05 leaf_weight=12.57642777354795 66.06763214597413 5.0237056275223031 5.1361633136111768 leaf_count=229 2119 316 168 internal_value=0 -3.98022e-05 0.000159035 internal_weight=0 71.0913 17.7126 internal_count=2832 2435 397 is_linear=0 shrinkage=0.000439788 Tree=9964 num_leaves=4 num_cat=0 split_feature=3 15 39 split_gain=2.21247 2.7631 2.15456 threshold=-0.11327499999999999 0.076335000000000014 0.0047850000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.010724616375515745 -0.0054484431873285727 -0.012339871705411917 0.004932159978770452 leaf_weight=11.738866401899939 63.408829404253538 3.3423544792749444 11.939019500968241 leaf_count=237 2212 88 314 internal_value=0 0.00560384 -0.00380278 internal_weight=0 15.0812 75.3478 internal_count=2851 325 2526 is_linear=0 shrinkage=0.0224292 Tree=9965 num_leaves=4 num_cat=0 split_feature=2 0 123 split_gain=2.04225 4.86768 1.64031 threshold=0.074875000000000011 -0.017269999999999997 0.086020000000000013 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00025861619699388304 -2.3837422631670833e-05 0.00038922792442643885 0.00027798572437950995 leaf_weight=16.438951292736423 68.565125156100294 2.5798753845756428 3.6498748903832157 leaf_count=609 2034 86 122 internal_value=0 -0.000170435 -8.5133e-06 internal_weight=0 19.0188 72.215 internal_count=2851 695 2156 is_linear=0 shrinkage=0.000439788 Tree=9966 num_leaves=4 num_cat=0 split_feature=457 39 3 split_gain=2.54046 2.91448 1.81747 threshold=0.069705000000000003 0.0047850000000000011 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00011284029063831839 -2.130568781295037e-05 0.00013865461411005444 0.00026256349448553233 leaf_weight=63.249999523871338 9.5204550496305291 10.356927581681701 8.028397800298988 leaf_count=2336 174 266 75 internal_value=0 -7.74267e-05 0.000108705 internal_weight=0 73.6069 17.5489 internal_count=2851 2602 249 is_linear=0 shrinkage=0.000439788 Tree=9967 num_leaves=4 num_cat=0 split_feature=457 39 3 split_gain=2.38997 2.84168 1.78087 threshold=0.069705000000000003 0.0047850000000000011 0.090445000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.005749886368703095 -0.0013034724300402783 0.0069782696856890694 0.013107320220999401 leaf_weight=62.739892572097233 9.4158625756513192 10.251248086832673 7.937988349935039 leaf_count=2336 174 266 75 internal_value=0 -0.00396092 0.00529546 internal_weight=0 72.9911 17.3539 internal_count=2851 2602 249 is_linear=0 shrinkage=0.0224292 Tree=9968 num_leaves=4 num_cat=0 split_feature=403 160 133 split_gain=2.03162 1.86517 1.53921 threshold=0.093255000000000018 0.11215500000000002 -0.17368999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-3.1247708403783056e-05 0.00059170350945543981 0.00022195409377417173 8.4668936468744181e-05 leaf_weight=81.168825063096392 1.8442285864730363 6.02694990238433 3.0798291060327747 leaf_count=2459 49 152 163 internal_value=0 -1.37017e-05 0.000276123 internal_weight=0 87.1958 4.92406 internal_count=2823 2611 212 is_linear=0 shrinkage=0.000439788 Tree=9969 num_leaves=4 num_cat=0 split_feature=403 160 133 split_gain=2.03529 1.77325 1.53483 threshold=0.093255000000000018 0.11215500000000002 -0.17368999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4001969079508163e-05 0.00060682660252913312 0.00023307229004829175 0.00010084417182535552 leaf_weight=80.829531847768521 1.856571969699871 6.0187424992209335 3.0620936701516248 leaf_count=2459 49 152 163 internal_value=0 3.16818e-06 0.000293437 internal_weight=0 86.8483 4.91867 internal_count=2823 2611 212 is_linear=0 shrinkage=0.000439788 Tree=9970 num_leaves=4 num_cat=0 split_feature=403 160 133 split_gain=2.09242 1.79918 1.5467 threshold=0.093255000000000018 0.11215500000000002 -0.17368999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-0.00071312042314610185 0.031239814264246501 0.012003630357486078 0.0052937234735941337 leaf_weight=80.369817297034388 1.8566538266131827 5.9967018326433381 3.0372184904786073 leaf_count=2459 49 152 163 internal_value=0 0.000172301 0.0152204 internal_weight=0 86.3665 4.89387 internal_count=2823 2611 212 is_linear=0 shrinkage=0.0224292 Tree=9971 num_leaves=4 num_cat=0 split_feature=403 160 133 split_gain=1.91657 1.77843 1.51579 threshold=0.093255000000000018 0.11215500000000002 -0.17368999999999998 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=-1.4391022409032783e-05 0.00059527019544374611 0.00023255523063463266 9.2739975177962938e-05 leaf_weight=81.00650123509331 1.8611664506206578 6.043472349626426 3.0574058611964565 leaf_count=2459 49 152 163 internal_value=0 2.80053e-06 0.000284462 internal_weight=0 87.05 4.91857 internal_count=2823 2611 212 is_linear=0 shrinkage=0.000439788 Tree=9972 num_leaves=3 num_cat=0 split_feature=42 33 split_gain=2.72401 2.1306 threshold=-0.11244999999999998 -0.007134999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00039475231906182704 -0.00033254796395539748 6.7699948187404193e-05 leaf_weight=2.6397608132301675 2.6272199975501271 92.519603934174484 leaf_count=163 39 2624 internal_value=0 5.65837e-05 internal_weight=0 95.1468 internal_count=2826 2663 is_linear=0 shrinkage=0.000439788 Tree=9973 num_leaves=3 num_cat=0 split_feature=42 33 split_gain=2.68052 2.17443 threshold=-0.11244999999999998 -0.007134999999999999 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.020188412676102496 -0.017212264195682832 0.0034745209092185174 leaf_weight=2.5811930417949034 2.6108910668408489 91.521819954085913 leaf_count=163 39 2624 internal_value=0 0.00289737 internal_weight=0 94.1327 internal_count=2826 2663 is_linear=0 shrinkage=0.0224292 Tree=9974 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.5956 2.11096 threshold=-0.11244999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00038902940244478447 0.00055700198973458075 4.6908859831110776e-05 leaf_weight=2.5914304963985151 1.5772324595745875 92.998241296716515 leaf_count=163 14 2649 internal_value=0 5.55264e-05 internal_weight=0 94.5755 internal_count=2826 2663 is_linear=0 shrinkage=0.000439788 Tree=9975 num_leaves=3 num_cat=0 split_feature=42 42 split_gain=2.57184 2.12835 threshold=-0.11244999999999998 -0.107055 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.01983809922588051 0.028496524855680858 0.0023885472210987738 leaf_weight=2.5676770122572625 1.5790794519416511 92.518876032190747 leaf_count=163 14 2649 internal_value=0 0.00283236 internal_weight=0 94.098 internal_count=2826 2663 is_linear=0 shrinkage=0.0224292 Tree=9976 num_leaves=4 num_cat=0 split_feature=402 124 1 split_gain=1.80745 1.59211 0.32171 threshold=0.086255000000000012 -0.048219999999999992 0.082535000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011933088894879445 -0.023191005748400096 0.00050392702138193218 -0.0084110424986026302 leaf_weight=6.5982010938387239 1.5804693479863083 83.567898342369517 1.4426346451919014 leaf_count=205 232 2386 87 internal_value=0 0.00134264 -0.016235 internal_weight=0 90.1661 3.0231 internal_count=2910 2591 319 is_linear=0 shrinkage=0.0224292 Tree=9977 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.75671 2.37688 threshold=-0.23033499999999998 -0.11136499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0091953623179216997 0.0055776431933338136 -0.0028158991588909756 leaf_weight=10.922232160024576 23.927724645969192 58.256885646704177 leaf_count=108 534 2268 internal_value=0 -0.000371424 internal_weight=0 82.1846 internal_count=2910 2802 is_linear=0 shrinkage=0.0224292 Tree=9978 num_leaves=4 num_cat=0 split_feature=402 124 1 split_gain=1.74297 1.53979 0.323148 threshold=0.086255000000000012 -0.048219999999999992 0.082535000000000011 decision_type=2 2 2 left_child=1 -1 -2 right_child=2 -3 -4 leaf_value=0.011746612955170176 -0.023162230780114278 0.00047340434627994387 -0.0082622151290196455 leaf_weight=6.5563448561297255 1.5447243018493275 83.498600854033157 1.4381792035974283 leaf_count=205 232 2386 87 internal_value=0 0.00129645 -0.0160766 internal_weight=0 90.0549 2.9829 internal_count=2910 2591 319 is_linear=0 shrinkage=0.0224292 Tree=9979 num_leaves=3 num_cat=0 split_feature=0 16 split_gain=1.72253 2.28409 threshold=-0.23033499999999998 -0.11136499999999998 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=0.0001783164443062355 0.00010698773778081813 -5.4031653549068438e-05 leaf_weight=10.941521374246802 24.001487036705839 58.605410024264074 leaf_count=108 534 2268 internal_value=0 -7.23345e-06 internal_weight=0 82.6069 internal_count=2910 2802 is_linear=0 shrinkage=0.000439788 Tree=9980 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.56865 2.18844 threshold=-0.53230999999999995 -0.43902499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046174609179929735 0.00036900545394208953 9.3174766631611352e-06 leaf_weight=2.1489981983031603 3.3773421386786131 89.110785763731201 leaf_count=34 53 2757 internal_value=0 2.25255e-05 internal_weight=0 92.4881 internal_count=2844 2810 is_linear=0 shrinkage=0.000439788 Tree=9981 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.52117 2.25098 threshold=-0.53230999999999995 -0.43902499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00045586324176784249 0.00037281763210817793 9.5831008048288037e-06 leaf_weight=2.1573285342892623 3.4072578021996369 89.365613283704079 leaf_count=34 53 2757 internal_value=0 2.29975e-05 internal_weight=0 92.7729 internal_count=2844 2810 is_linear=0 shrinkage=0.000439788 Tree=9982 num_leaves=3 num_cat=0 split_feature=13 13 split_gain=2.63962 2.13994 threshold=-0.53230999999999995 -0.43902499999999994 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00046656983563719698 0.00036575690376434284 1.0727064706390059e-05 leaf_weight=2.1541638266644432 3.3896582643410502 89.537572121369521 leaf_count=34 53 2757 internal_value=0 2.37498e-05 internal_weight=0 92.9272 internal_count=2844 2810 is_linear=0 shrinkage=0.000439788 Tree=9983 num_leaves=3 num_cat=0 split_feature=45 1374 split_gain=2.27988 1.65756 threshold=1.0000000180025095e-35 -0.094679999999999986 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00029942636256850873 -0.00042002181813511025 3.3480937172012925e-05 leaf_weight=2.970088963978923 2.2860570119810282 89.725657672990565 leaf_count=49 54 2741 internal_value=0 2.27547e-05 internal_weight=0 92.6957 internal_count=2844 2790 is_linear=0 shrinkage=0.000439788 Tree=9984 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=2.45876 2.57475 threshold=0.085080000000000003 0.041630000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0030912323650247892 0.017103366695660632 0.0080912706220566746 leaf_weight=76.904925681748864 3.6692511679793816 11.951461678705526 leaf_count=2576 65 218 internal_value=0 -0.00158574 internal_weight=0 88.8564 internal_count=2859 2794 is_linear=0 shrinkage=0.0224292 Tree=9985 num_leaves=3 num_cat=0 split_feature=1186 0 split_gain=2.35862 2.46521 threshold=0.085080000000000003 0.041630000000000007 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.0030222265990396441 0.016788548241498332 0.007934099650076739 leaf_weight=76.897102843354787 3.6547395170528025 11.915631248172756 leaf_count=2576 65 218 internal_value=0 -0.00155087 internal_weight=0 88.8127 internal_count=2859 2794 is_linear=0 shrinkage=0.0224292 Tree=9986 num_leaves=3 num_cat=0 split_feature=42 1186 split_gain=2.47395 2.08756 threshold=-0.24177499999999999 0.085080000000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00058441187137265921 -2.0625919294277214e-05 0.00031804804534054412 leaf_weight=1.4392591032665212 87.81313417381989 3.6480580515599277 leaf_count=25 2769 65 internal_value=0 -7.05387e-06 internal_weight=0 91.4612 internal_count=2859 2834 is_linear=0 shrinkage=0.000439788 Tree=9987 num_leaves=3 num_cat=0 split_feature=16 1186 split_gain=2.31177 2.11274 threshold=0.5053700000000001 0.085080000000000003 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-0.00091001788837349407 -0.021681633575294186 0.01649590772914121 leaf_weight=86.207895137863488 2.5743461663123517 3.6378541808808214 leaf_count=2609 187 63 internal_value=0 -0.000201897 internal_weight=0 89.8457 internal_count=2859 2672 is_linear=0 shrinkage=0.0224292 Tree=9988 num_leaves=4 num_cat=0 split_feature=15 1 52 split_gain=2.71424 2.82684 1.90343 threshold=-0.032464999999999994 0.083960000000000021 0.14114500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0019991530514209786 0.00062817188210157859 -0.010825618816798568 0.015535531965721447 leaf_weight=38.560395788967071 27.014143863273603 18.083834926252166 6.0276576666074098 leaf_count=1071 977 586 177 internal_value=0 -0.00396732 0.00383494 internal_weight=0 45.098 44.5881 internal_count=2811 1563 1248 is_linear=0 shrinkage=0.0224292 Tree=9989 num_leaves=4 num_cat=0 split_feature=15 1 0 split_gain=2.65965 2.6154 1.8062 threshold=-0.032464999999999994 0.083960000000000021 -0.23998999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=-0.00033450098225173671 1.0721719770770713e-05 -0.0002036126969201362 9.3457678097756124e-05 leaf_weight=1.9767090240493406 27.336504098083424 18.417538313693512 43.357750498827954 leaf_count=51 977 586 1197 internal_value=0 -7.5604e-05 7.46645e-05 internal_weight=0 45.754 45.3345 internal_count=2811 1563 1248 is_linear=0 shrinkage=0.000439788 Tree=9990 num_leaves=4 num_cat=0 split_feature=15 1 10 split_gain=2.59471 2.70384 1.84402 threshold=-0.032464999999999994 0.083960000000000021 -0.012394999999999998 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.022767670614742566 0.00061261258940138936 -0.010593437580576371 0.0026555191439982511 leaf_weight=2.4068696211870693 27.020321294246514 18.058362246079923 42.170476490295187 leaf_count=80 977 586 1168 internal_value=0 -0.00387908 0.00375072 internal_weight=0 45.0787 44.5773 internal_count=2811 1563 1248 is_linear=0 shrinkage=0.0224292 Tree=9991 num_leaves=4 num_cat=0 split_feature=15 1 52 split_gain=2.48143 2.58972 1.83382 threshold=-0.032464999999999994 0.083960000000000021 0.14114500000000005 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=0.0018689121795125055 0.00059888187522230761 -0.010373644134870751 0.015174582516554283 leaf_weight=38.546469317094306 27.020325641445197 18.028113051568653 6.0078051836317163 leaf_count=1071 977 586 177 internal_value=0 -0.00379479 0.00366881 internal_weight=0 45.0484 44.5543 internal_count=2811 1563 1248 is_linear=0 shrinkage=0.0224292 Tree=9992 num_leaves=3 num_cat=0 split_feature=1374 14 split_gain=2.15132 1.63793 threshold=-0.094679999999999986 0.073890000000000011 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.00030400014560375715 5.6355363443424179e-05 -0.00031352706679557398 leaf_weight=3.4932161504402748 89.05871500268313 2.3585874762129597 leaf_count=51 2660 94 internal_value=0 4.67488e-05 internal_weight=0 91.4173 internal_count=2805 2754 is_linear=0 shrinkage=0.000439788 Tree=9993 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=2.1808 1.92551 threshold=-0.094679999999999986 0.50666500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015641009018921116 0.001847326860374268 0.022359086478926055 leaf_weight=3.4893834653194054 88.711756768036139 2.3448382120623128 leaf_count=51 2608 146 internal_value=0 0.00238011 internal_weight=0 91.0566 internal_count=2805 2754 is_linear=0 shrinkage=0.0224292 Tree=9994 num_leaves=3 num_cat=0 split_feature=1374 4 split_gain=2.08767 1.88221 threshold=-0.094679999999999986 0.50666500000000003 decision_type=2 2 left_child=-1 -2 right_child=1 -3 leaf_value=-0.015318599159851877 0.0018060750931212246 0.022265455465344215 leaf_weight=3.4833838719059704 88.703330671804906 2.3024438570246266 leaf_count=51 2608 146 internal_value=0 0.00232826 internal_weight=0 91.0058 internal_count=2805 2754 is_linear=0 shrinkage=0.0224292 Tree=9995 num_leaves=4 num_cat=0 split_feature=160 2 456 split_gain=1.8727 2.4982 1.35999 threshold=0.099550000000000013 0.098045000000000007 0.087495000000000003 decision_type=2 2 2 left_child=2 -2 -1 right_child=1 -3 -4 leaf_value=6.123593619502529e-05 -0.00041818986215323814 7.9740753220720515e-05 -0.00023246044221497214 leaf_weight=84.079900093427113 3.9604620706813867 3.8090141651700833 3.1457425248563586 leaf_count=2451 145 73 136 internal_value=0 -0.00017448 5.05954e-05 internal_weight=0 7.76948 87.2256 internal_count=2805 218 2587 is_linear=0 shrinkage=0.000439788 Tree=9996 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=1.88928 2.76448 threshold=1.0000000180025095e-35 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.0004124834456682658 -0.00029169068012905084 1.0936306990110119e-05 leaf_weight=3.4286103399135746 3.7462171561237474 86.912501041454561 leaf_count=57 72 2725 internal_value=0 2.62597e-05 internal_weight=0 90.3411 internal_count=2854 2782 is_linear=0 shrinkage=0.000439788 Tree=9997 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=1.94321 2.69285 threshold=1.0000000180025095e-35 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020901157331631885 -0.015144889400111369 0.00058781636780372022 leaf_weight=3.3937876771906295 3.7188155573603572 86.342152227380666 leaf_count=57 72 2725 internal_value=0 0.00136034 internal_weight=0 89.7359 internal_count=2854 2782 is_linear=0 shrinkage=0.0224292 Tree=9998 num_leaves=3 num_cat=0 split_feature=38 13 split_gain=1.85981 2.60808 threshold=1.0000000180025095e-35 -0.4706749999999999 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=0.020678849547394362 -0.014827016714196568 0.000574648724913651 leaf_weight=3.353991507417958 3.7138112083848673 86.340114417808309 leaf_count=57 72 2725 internal_value=0 0.00133066 internal_weight=0 89.6941 internal_count=2854 2782 is_linear=0 shrinkage=0.0224292 Tree=9999 num_leaves=3 num_cat=0 split_feature=49 4 split_gain=1.72231 3.2252 threshold=0.27293500000000009 0.27150500000000005 decision_type=2 2 left_child=1 -1 right_child=-2 -3 leaf_value=-6.2422070512520181e-06 -0.00035951434920017682 0.00025543427980008698 leaf_weight=82.064906912502465 2.3176370163419042 10.228283828188976 leaf_count=2489 54 311 internal_value=0 2.28046e-05 internal_weight=0 92.2932 internal_count=2854 2800 is_linear=0 shrinkage=0.000439788 end of trees feature_importances: Column_1=2534 Column_0=1828 Column_4=1539 Column_3=1378 Column_13=1299 Column_52=1278 Column_15=1095 Column_12=1007 Column_2=879 Column_43=816 Column_403=807 Column_16=788 Column_42=681 Column_133=634 Column_48=611 Column_49=575 Column_47=508 Column_160=502 Column_151=435 Column_457=405 Column_484=403 Column_39=393 Column_150=380 Column_123=334 Column_51=327 Column_14=294 Column_1456=293 Column_1213=267 Column_11=262 Column_1374=255 Column_159=252 Column_50=223 Column_157=212 Column_376=182 Column_1375=172 Column_130=164 Column_156=154 Column_41=149 Column_1429=148 Column_9=144 Column_453=144 Column_38=130 Column_158=130 Column_456=130 Column_131=125 Column_483=109 Column_132=103 Column_1186=98 Column_454=95 Column_40=93 Column_401=93 Column_124=90 Column_1212=90 Column_155=88 Column_1447=83 Column_128=82 Column_147=79 Column_129=74 Column_1348=70 Column_480=68 Column_448=63 Column_474=59 Column_1373=59 Column_44=54 Column_148=54 Column_33=49 Column_393=46 Column_475=42 Column_402=39 Column_1365=33 Column_31=32 Column_34=27 Column_45=25 Column_481=24 Column_482=23 Column_394=22 Column_472=20 Column_447=16 Column_1211=9 Column_30=4 Column_1446=4 Column_149=3 Column_10=1 Column_455=1 Column_1209=1 parameters: [boosting: dart] [objective: binary] [metric: binary_logloss,auc] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 10000] [learning_rate: 0.0224292] [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: 68] [min_sum_hessian_in_leaf: 1.43681] [bagging_fraction: 0.727504] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 4] [bagging_seed: 400] [feature_fraction: 0.940248] [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: 7.95133e-07] [lambda_l2: 0.019091] [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: 616] [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: 3.5345] [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